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Stepanova E, Croke S, Yu G, Bífárìn O, Panagioti M, Fu Y. "I am not a priority": ethnic minority experiences of navigating mental health support and the need for culturally sensitive services during and beyond the pandemic. BMJ MENTAL HEALTH 2025; 28:e301481. [PMID: 40280628 DOI: 10.1136/bmjment-2024-301481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 03/18/2025] [Indexed: 04/29/2025]
Abstract
BACKGROUND Existing health inequalities and the lack of timely and appropriate support have long been a reality for many ethnic minority individuals living with mental health conditions, even before the pandemic. Limited access to services and the absence of culturally or religiously embedded care have led to increased severity of mental health problems. OBJECTIVE To explore the complexity of interactions between ethnic minorities and mental health services and their experiences of seeking and receiving mental health support throughout the pandemic. METHODS Semi-structured interviews with purposive and snowball sampling of ethnic minorities aged over 18 (n=32) across North East and North West in England were analysed using a framework approach. FINDINGS Five themes were generated. Cultural stigma attached to mental health could lead to fear and reluctance to seek support. Individuals struggled to engage with non-culturally sensitive health services. Instead, they indicated a strong preference for wider community support, which continued through the pandemic despite interrupted health services. A collaboration between mental health services and ethnic minority communities was advocated to shape services to cultural contexts and improve patient-centred service delivery. CONCLUSIONS Ethnic minorities with mental health face significant challenges and disparities in seeking and engaging in mental health services. They often seek support from multicultural community settings even though the support is not specifically targeted at addressing mental health issues. Understanding cultural beliefs, religious influences and family and community structures are necessary components of culturally appropriate care. CLINICAL IMPLICATIONS Culturally sensitive mental health services need to be integrated into existing systems through initiating collaborations with ethnic minority communities that tailor services to meet the needs of diverse populations, improving overall engagement and experiences.
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Affiliation(s)
- Evgenia Stepanova
- Population Health Sciences Institute, University of Newcastle upon Tyne, Newcastle upon Tyne, Tyne and Wear, UK
| | - Sarah Croke
- Division of Population Health, Health Services Research and Primary Care, The University of Manchester, Manchester, UK
| | - Ge Yu
- Health Services and Population Research, King's College London Institute of Psychiatry Psychology and Neuroscience, London, UK
| | - Oládayò Bífárìn
- Nursing and Advanced Practice, Liverpool John Moores University Faculty of Health, Liverpool, UK
- Research and Innovation, Mersey Care NHS Foundation Trust, Liverpool, UK
| | - Maria Panagioti
- Division of Population Health, Health Services Research and Primary Care, The University of Manchester, Manchester, UK
| | - Yu Fu
- Primary Care and Mental Health, Institute of Population Health, University of Liverpool, Liverpool, UK
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Faisal S, Birchley G, Wade J, Lane A, Malik F, Yardley T, Dawson S. Understanding Barriers and Facilitators for Ethnic Minority Groups to Audio Recording Recruitment Discussions in Clinical Trials: A Participatory Approach to Improving Informed Consent and Participation. Health Expect 2025; 28:e70210. [PMID: 40098296 PMCID: PMC11913728 DOI: 10.1111/hex.70210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 02/08/2025] [Accepted: 02/21/2025] [Indexed: 03/19/2025] Open
Abstract
INTRODUCTION Fully informed consent is essential for ethical trial conduct, yet gaps in participant comprehension and recall can occur, particularly among underserved groups, for example, ethnic minorities. This Patient and Public Involvement and Engagement (PPIE) project explored the engagement of ethnic minority communities in trial recruitment discussions, particularly their views about audio recording discussions with healthcare professionals. METHODS This PPIE project engaged ethnic minority communities in Bristol, collaborating with community partners to facilitate access to then foster dialogue among Somali, South Asian and Chinese groups. Separate workshops for men and women from these ethnic groups were held to introduce community members to clinical trial processes. Discussions, both audio recorded and not, simulated real recruitment scenarios. To ensure cultural relevance and accessibility, discussions were partly facilitated by our PPIE community partners in native languages. RESULTS The insights gained during workshops were organised into key themes. Gaps in understanding regarding clinical trial participation were highlighted. A key finding was that trust played an important role and was facilitated by engaging community leaders and ensuring cultural and linguistic sensitivity during discussions. To address gaps in knowledge about trials and streamline the educational process, we developed storyboards and multilingual video resources. These explained the importance of clinical trials generally and the importance of recruiting diverse patient populations in particular. The materials were co-created with community partners and refined through iterative feedback to ensure accuracy and cultural appropriateness. The challenge of language barriers necessitated skilled interpreters, especially when discussions were audio recorded, to optimise understanding among people from diverse ethnic backgrounds. The video, available in English, Urdu, Mandarin, Cantonese and Bangla, facilitates understanding of trial purposes and processes, with the aim of widening trial participation in these groups. CONCLUSION Our PPIE activities highlighted gaps in understanding, the critical role of trust and the challenge of language barriers. The co-created resources have been made available for those wanting to address and overcome some of these issues. The initial feedback from the clinical trials community on the video resources has been promising, underscoring their potential to impact future recruitment efforts and PPIE activities. PATIENT OR PUBLIC CONTRIBUTION To foster a co-creation process, this project included the active involvement of our PPIE collaborators and co-applicants 'Khaas' for funding. They also helped us reach contributors from the South Asian community (mainly of Pakistani and Bangladeshi origin) and arrange workshops. Our two PPIE contributors from Somali Resource Centre and Barton Hill Activity Club helped us reach the Somali community at the Wellspring Settlement. Similarly, the Chinese Community Wellbeing Society helped us reach people from the Chinese community. These PPIE partners also helped us run the workshop by providing live translation of discussion. They also helped translate video scripts and do voiceovers in videos. Also, PPIE contributors Tom Yardley and Amanda Roberts helped with the script development.
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Stacey MJ, Ferentinos P, Koivula F, Parsons IT, Gifford RM, Snape D, Nicholson-Little A, Faustini S, Walsh NP, Lamb LE, O'Shea MK, Richter AG, Greeves JP, O'Hara J, Woods D. Influence of military preventive policy for recruit training on COVID-19 seroconversion: the IMPACT-COVID-19 study. BMJ Mil Health 2025:military-2024-002940. [PMID: 40122532 DOI: 10.1136/military-2024-002940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Accepted: 02/17/2025] [Indexed: 03/25/2025]
Abstract
INTRODUCTION Recruitment and training is vital to maintaining the size, deployability and effectiveness of armed forces, but was threatened early in the COVID-19 pandemic. Reports suggested asymptomatic seroconversion driving SARS-CoV-2 transmission in young adults. Potential association between lower vitamin D status and increased infection risk was also highlighted. We aimed to prospectively determine seroconversion and test the hypothesis that this would vary with vitamin D supplementation in representative populations. METHODS Two cohorts were recruited from Yorkshire, Northern England. Infantry recruits received daily oral vitamin D (1000 IU for 4 weeks, followed by 400 IU for the remaining 22 weeks of training) in institutional countermeasures to facilitate ongoing training/co-habitation. Controls were recruited from an un-supplemented University population, subject to social distancing and household restrictions. Venous blood samples (baseline and week 16) were assayed for vitamin D and anti-SARS-CoV-2 spike glycoprotein antibodies, with additional serology (weeks 4, 9, 12) by dried blood spot. The impact of supplementation was analysed on an intention-to-treat basis in volunteers completing testing at all time points and remaining unvaccinated against SARS-CoV-2. Variation in seroconversion with vitamin D change was explored across, and modelled within, each population. RESULTS In the military (n=333) and University (n=222) cohorts, seroconversion rates were 44.4% vs 25.7% (p=0.003). At week 16, military recruits showed higher vitamin D (60.5±19.5 mmol/L vs 53.5±22.4 mmol/L, p<0.001), despite <50% supplementation adherence. A statistically significant (p=0.005) effect of negative change in vitamin D (%) on seroconversion in recruits (OR of 0.991 and 95% CI of 0.984 to 0.997) was not evidenced in the University cohort. CONCLUSION Among unvaccinated populations, SARS-CoV-2 infection of infantry recruits was not reduced by institutional countermeasures, versus civilians subject to national restrictions. Vitamin D supplementation improved serum levels, but the implementation did not have a clinically meaningful impact on seroconversion during military training.
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Affiliation(s)
- Michael John Stacey
- Academic Department of Military Medicine, Royal Centre for Defence Medicine, Birmingham, UK
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - P Ferentinos
- Leeds Beckett University Carnegie School of Sport, Leeds, UK
| | - F Koivula
- Department of Army Health and Physical Performance Research, United Kingdom Ministry of Defence, London, UK
| | - I T Parsons
- Academic Department of Military Medicine, Royal Centre for Defence Medicine, Birmingham, UK
- Leeds Beckett University Carnegie School of Sport, Leeds, UK
| | - R M Gifford
- Academic Department of Military Medicine, Royal Centre for Defence Medicine, Birmingham, UK
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - D Snape
- Leeds Beckett University Carnegie School of Sport, Leeds, UK
| | | | - S Faustini
- Clinical Immunology Service, University of Birmingham Institute of Immunology and Immunotherapy, Birmingham, UK
| | - N P Walsh
- Liverpool John Moores University School of Sport and Exercise Sciences, Liverpool, UK
| | - L E Lamb
- Academic Department of Military Medicine, Royal Centre for Defence Medicine, Birmingham, UK
- Division of Infection and Immunity, University College London, London, UK
| | - M K O'Shea
- Academic Department of Military Medicine, Royal Centre for Defence Medicine, Birmingham, UK
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - A G Richter
- Clinical Immunology Service, University of Birmingham Institute of Immunology and Immunotherapy, Birmingham, UK
- Department of Clinical Immunology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - J P Greeves
- Department of Army Health and Physical Performance Research, United Kingdom Ministry of Defence, Andover, UK
- School of Medicine, University of East Anglia, Norwich, UK
| | - J O'Hara
- Leeds Beckett University Carnegie School of Sport, Leeds, UK
| | - D Woods
- Academic Department of Military Medicine, Royal Centre for Defence Medicine, Birmingham, UK
- Leeds Beckett University Carnegie School of Sport, Leeds, UK
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Hannon S, Smith A, Gilmore J, Smith V. Equality, Diversity and Inclusion characteristics measured or reported in randomised trials of intrapartum interventions: A Scoping Review. HRB Open Res 2025; 7:78. [PMID: 39897596 PMCID: PMC11782935 DOI: 10.12688/hrbopenres.14012.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/03/2025] [Indexed: 02/04/2025] Open
Abstract
Background Equality, diversity and inclusion (EDI) has gained discursive momentum across multiple arenas, including in maternal health research. As a preliminary exploration for future discussion and development, we undertook a scoping review to identify the types, frequency, and extent of EDI characteristics that were measured and reported in randomised controlled trials (RCTs) of intrapartum interventions specifically. Methods Joanna Briggs Institute methodological guidance for scoping reviews guided the conduct of the review. The population were women of any parity and risk category who were enrolled in intrapartum RCTs in any birth setting or geographical location. The concept was measured and reported EDI characteristics. CINAHL, MEDLINE, PsycINFO, EMBASE, and CENTRAL were searched from January 2019 to March 2024. Data were extracted using a pre-designed form. The findings were summarised and narratively reported supported by illustrative tables and graphs. Results Two-hundred and forty-seven RCTs from 49 countries were included. Eleven EDI characteristics were measured or reported in at least one RCT, although frequency varied. Religion, for example, featured in three RCTs only, whereas Age featured in 222 RCTs. How the EDI characteristics featured also varied. Race/Ethnicity, for example, was described in 21 different ways in 25 RCTs. Similarly, Education was reported in 62 different ways across 96 RCTs. Ninety RCTs limited inclusion to nulliparous participants only, six RCTs required participants to have a minimum educational level, 127 RCTs had inclusion age cut-offs although 23 different variations of this were noted and 15 RCTs excluded participants on the grounds of disability. Conclusions This scoping review highlights EDI characteristic measurement and reporting deficits in intrapartum RCTs. There is a critical need for improvements in designing, conducting, and reporting RCTs to incorporate EDI. By adopting more extensive EDI practices a greater understanding of healthcare treatments and innovations leading to enhanced maternal health equity could be achieved.
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Affiliation(s)
- Susan Hannon
- School of Nursing and Midwifery, The University of Dublin Trinity College, Dublin, Leinster, D02, Ireland
| | - Aoife Smith
- School of Agriculture and Food Science, University College Dublin School of Nursing Midwifery and Health Systems, Dublin, Leinster, D04, Ireland
| | - John Gilmore
- School of Nursing, Midwifery & Health Systems, University College Dublin, Dublin, Leinster, D04, Ireland
| | - Valerie Smith
- School of Nursing, Midwifery & Health Systems, University College Dublin, Dublin, Leinster, D04, Ireland
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Gasmi A, Kassym L, Menzel A, Anzar W, Dadar M, Semenova Y, Arshad M, Bihunyak T, Meguid NA, Peana M, Bekbergenova Z, Bjørklund G. Genetic and Epigenetic Determinants of COVID-19 Susceptibility: A Systematic Review. Curr Med Chem 2025; 32:753-770. [PMID: 38251695 DOI: 10.2174/0109298673267890231221100659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 08/04/2023] [Accepted: 11/14/2023] [Indexed: 01/23/2024]
Abstract
BACKGROUND The molecular mechanisms regulating coronavirus pathogenesis are complex, including virus-host interactions associated with replication and innate immune control. However, some genetic and epigenetic conditions associated with comorbidities increase the risk of hospitalization and can prove fatal in infected patients. This systematic review will provide insight into host genetic and epigenetic factors that interfere with COVID-19 expression in light of available evidence. METHODS This study conducted a systematic review to examine the genetic and epigenetic susceptibility to COVID-19 using a comprehensive approach. Through systematic searches and applying relevant keywords across prominent online databases, including Scopus, PubMed, Web of Science, and Science Direct, we compiled all pertinent papers and reports published in English between December 2019 and June 2023. RESULTS The findings reveal that the host's HLA genotype plays a substantial role in determining how viral protein antigens are showcased and the subsequent immune system reaction to these antigens. Within females, genes responsible for immune system regulation are found on the X chromosome, resulting in reduced viral load and inflammation levels when contrasted with males. Possessing blood group A may contribute to an increased susceptibility to contracting COVID-19 as well as a heightened risk of mortality associated with the disease. The capacity of SARS-CoV-2 involves inhibiting the antiviral interferon (IFN) reactions, resulting in uncontrolled viral multiplication. CONCLUSION There is a notable absence of research into the gender-related predisposition to infection, necessitating a thorough examination. According to the available literature, a significant portion of individuals affected by the ailment or displaying severe ramifications already had suppressed immune systems, categorizing them as a group with elevated risk.
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Affiliation(s)
- Amin Gasmi
- Department of Research, Société Francophone de Nutrithérapie et de Nutrigénétique Appliquée, Villeurbanne, France
| | - Laura Kassym
- Department of Research, Astana Medical University, Astana, Kazakhstan
| | - Alain Menzel
- Department of Research, Laboratoires Réunis, Junglinster, Luxembourg
| | - Wajiha Anzar
- Department of Research, Dow University of Health Sciences, Karachi, Pakistan
| | - Maryam Dadar
- Department of Research, CONEM Iran Microbiology Research Group, Tehran, Iran
| | - Yuliya Semenova
- Department of Research, Nazarbayev University School of Medicine, Astana, Kazakhstan
| | - Mehreen Arshad
- Department of Research, National University of Sciences and Technology, Islamabad, Pakistan
| | - Tetyana Bihunyak
- Department of Research, I. Horbachevsky Ternopil National Medical University, Ternopil, Ukraine
| | - Nagwa Abdel Meguid
- Research on Children with Special Needs Department, National Research Centre, Giza, Egypt
- CONEM Egypt Child Brain Research Group, National Research Center, Giza, Egypt
| | - Massimiliano Peana
- Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, Sassari, Italy
| | | | - Geir Bjørklund
- Department of Research, Council for Nutritional and Environmental Medicine (CONEM), Mo i Rana, Norway
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Khanji MY, Al-Azzani W, Abdalla S, Waqar S. Promoting a healthier Ramadan: addressing mind, body, soul, and heart wellbeing. Eur Heart J 2024; 45:4147-4149. [PMID: 39254028 DOI: 10.1093/eurheartj/ehae456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/11/2024] Open
Affiliation(s)
- Mohammed Y Khanji
- Department of Cardiology, Newham University Hospital, Barts Health NHS Trust, Glen Road, London E13 8SL, UK
- Department of Cardiology, Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfield, London EC1A 7BE, UK
- NIHR Barts Biomedical Research Centre, William Harvey Research Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Waheeb Al-Azzani
- Department of Orthopaedics, Leeds Teaching Hospitals NHS Trust, Leeds LS9 7TF, UK
| | - Shams Abdalla
- Department of Medicine and Medical Education, Leighton Hospital, Mid Cheshire Hospitals NHS Foundation Trust, Cheshire CW1 4QJ, UK
| | - Salman Waqar
- Department of Primary Care and Public Health, Imperial College London, London SW7 5NH, UK
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Gogoi M, Qureshi I, Chaloner J, Al-Oraibi A, Reilly H, Wobi F, Agbonmwandolor JO, Ekezie W, Hassan O, Lal Z, Kapilashrami A, Nellums L, Pareek M. Discrimination, disadvantage and disempowerment during COVID-19: a qualitative intrasectional analysis of the lived experiences of an ethnically diverse healthcare workforce in the United Kingdom. Int J Equity Health 2024; 23:105. [PMID: 38783292 PMCID: PMC11118759 DOI: 10.1186/s12939-024-02198-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 05/14/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND Healthcare workers (HCWs) in the United Kingdom (UK) have faced many challenges during the COVID-19 pandemic, some of these arising out of their social positions. Existing literature explicating these challenges (e.g., lack of appropriate PPE, redeployment, understaffing) have highlighted inequities in how these have been experienced by HCWs based on ethnicity, gender or, job role. In this paper, we move a step ahead and examine how the intersection of these social positions have impacted HCWs' experiences of challenges during the pandemic. METHODS We collected qualitative data, using interviews and focus groups, from 164 HCWs from different ethnicities, gender, job roles, migration statuses, and regions in the United Kingdom (UK) between December 2020 and July 2021. Interviews and focus groups were conducted online or by telephone, and recorded with participants' permission. Recordings were transcribed and a hybrid thematic analytical approach integrating inductive data-driven codes with deductive ones informed by an intersectional framework was adopted to analyse the transcripts. RESULTS Thematic analysis of transcripts identified disempowerment, disadvantage and, discrimination as the three main themes around which HCWs' experiences of challenges were centred, based on their intersecting identities (e.g., ethnicity gender, and/or migration status). Our analysis also acknowledges that disadvantages faced by HCWs were linked to systemic and structural factors at the micro, meso and macro ecosystemic levels. This merging of analysis which is grounded in intersectionality and considers the ecosystemic levels has been termed as 'intrasectionalism'. DISCUSSION Our research demonstrates how an intrasectional lens can help better understand how different forms of mutually reinforcing inequities exist at all levels within the healthcare workforce and how these impact HCWs from certain backgrounds who face greater disadvantage, discrimination and disempowerment, particularly during times of crisis like the COVID-19 pandemic.
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Affiliation(s)
- Mayuri Gogoi
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
- Development Centre for Population Health, University of Leicester, Leicester, UK
| | - Irtiza Qureshi
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
- Development Centre for Population Health, University of Leicester, Leicester, UK
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, UK
- The Nottingham Centre for Public Health and Epidemiology, University of Nottingham, Nottingham, UK
| | - Jonathan Chaloner
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
- Development Centre for Population Health, University of Leicester, Leicester, UK
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Amani Al-Oraibi
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
- Development Centre for Population Health, University of Leicester, Leicester, UK
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Holly Reilly
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
- Development Centre for Population Health, University of Leicester, Leicester, UK
| | - Fatimah Wobi
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
- Public Health Institute, Liverpool John Moores University, Liverpool, UK
| | - Joy Oghogho Agbonmwandolor
- David Evans Medical Research Centre, Nottingham University Hospital NHS Trust, City Hospital, Nottingham, UK
| | - Winifred Ekezie
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Centre for Ethnic Health Research, University of Leicester, Leicester, UK
| | - Osama Hassan
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Zainab Lal
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
- Development Centre for Population Health, University of Leicester, Leicester, UK
| | - Anuj Kapilashrami
- School of Health and Social Care, University of Essex, Colchester, UK
- Centre for Global Health & Intersectional Equity Research, University of Essex, Colchester, UK
| | - Laura Nellums
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, UK
- College of Population Health, Health Sciences Centre, University of New Mexico, Albuquerque, NM, USA
| | - Manish Pareek
- Department of Respiratory Sciences, University of Leicester, Leicester, UK.
- Development Centre for Population Health, University of Leicester, Leicester, UK.
- Department of Infection and HIV Medicine, University Hospitals of Leicester NHS Trust, Leicester, UK.
- NIHR Leicester BRC, Leicester, UK.
- NIHR ARC East Midlands, Leicester, UK.
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Abu El Kheir-Mataria W, Khadr Z, El Fawal H, Chun S. COVID-19 vaccine intercountry distribution inequality and its underlying factors: a combined concentration index analysis and multiple linear regression analysis. Front Public Health 2024; 12:1348088. [PMID: 38577285 PMCID: PMC10993910 DOI: 10.3389/fpubh.2024.1348088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 02/21/2024] [Indexed: 04/06/2024] Open
Abstract
Introduction Inequitable access to COVID-19 vaccines among countries is a pressing global health issue. Factors such as economic power, political power, political stability, and health system strength contribute to disparities in vaccine distribution. This study aims to assess the inequality in vaccine distribution among countries based on these factors and identify their relationship with COVID-19 vaccine distribution. Methods A Concentration Index (CI) analysis was conducted to evaluate inequalities in the distribution of COVID-19 vaccines among countries based on four separate variables: GDP per capita, political stability (PS), World Power Index (WPI), and Universal Health Coverage (UHC). Additionally, Multiple Linear Regression (MLR) analysis was employed to explore the relationship between vaccine distribution and these independent variables. Two vaccine distribution variables were utilized for result reliability. Results The analysis revealed significant inequalities in COVID-19 vaccine distribution according to the countries' GDP/capita, PS, WPI, and UHC. However, the multiple linear regression analysis showed that there is no significant relationship between COVID-19 vaccine distribution and the countries' GDP/capita and that UHC is the most influential factor impacting COVID-19 vaccine distribution and accessibility. Discussion The findings underscore the complex interplay between economic, political, and health system factors in shaping vaccine distribution patterns. To improve the accessibility to vaccines in future pandemics, Global Health Governance (GHG) and countries should consider working on three areas; enhance political stabilities in countries, separate the political power from decision-making at the global level and most importantly support countries to achieve UHC.
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Affiliation(s)
| | - Zeinab Khadr
- The Social Research Center, The American University in Cairo, New Cairo, Egypt
- Department of Statistics, Faculty of Economics and Political Sciences, Cairo University, Giza, Egypt
| | - Hassan El Fawal
- Institute of Global Health and Human Ecology, The American University in Cairo, New Cairo, Egypt
| | - Sungsoo Chun
- Institute of Global Health and Human Ecology, The American University in Cairo, New Cairo, Egypt
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Yoshida A, Furumachi K, Kumagai E, Hosohata K. Risk Factors for COVID-19 Infection in Adult Patients: A Retrospective Observational Study in Japan. Infect Drug Resist 2024; 17:441-448. [PMID: 38333567 PMCID: PMC10849912 DOI: 10.2147/idr.s440742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 01/15/2024] [Indexed: 02/10/2024] Open
Abstract
Purpose The aim of the study was to identify the characteristics of patients infected with coronavirus disease 2019 (COVID-19) and to determine risk factors for COVID-19 infection in Japanese patients. Patients and Methods We conducted a single-center retrospective observational study in Japanese adult patients (≥20 years) who visited Kenwakai Hospital (Nagano Japan). We analyzed data of 378 patients (mean age, 75 ± 14 years; men, 54%) from the hospital's electronic information system. COVID-19 was diagnosed by polymerase-chain reaction. Patients were divided into 2 groups based on diagnosis of COVID-19. Results Patients infected with COVID-19 showed significantly higher rates of men (69.8 vs 51.6%, P = 0.025) than uninfected control patients. After adjustment for possible confounding factors, COVID-19 infection was significantly associated with BUN (odds ratio [OR], 1.02; 95% confidence interval [CI], 1.01-1.03) and serum creatinine (Scr) (OR, 1.14; 95% CI, 1.05-1.24). This association was observed in men (BUN, P = 0.012; Scr, P = 0.012), but not in women (BUN, P = 0.43; Scr, P = 0.54). Conclusion BUN and Scr are potential risk factors for infection of COVID-19 in Japanese patients, particularly in men. Our results suggest that renal parameters might be important in Japanese male patients for the early detection of COVID-19 infection.
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Affiliation(s)
- Akie Yoshida
- Education and Research Center for Clinical Pharmacy, Faculty of Pharmacy, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | | | - Etsuko Kumagai
- Department of Nephrology, Kenwakai Hospital, Nagano, Japan
| | - Keiko Hosohata
- Education and Research Center for Clinical Pharmacy, Faculty of Pharmacy, Osaka Medical and Pharmaceutical University, Osaka, Japan
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Elias A, Ben J. Pandemic Racism: Lessons on the Nature, Structures, and Trajectories of Racism During COVID-19. JOURNAL OF BIOETHICAL INQUIRY 2023; 20:617-623. [PMID: 37917295 PMCID: PMC10942924 DOI: 10.1007/s11673-023-10312-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/10/2023] [Indexed: 11/04/2023]
Abstract
The COVID-19 pandemic has been one of the most acute global crises in recent history, which profoundly impacted the world across many dimensions. During this period, racism manifested in ways specifically related to the pandemic, including xenophobic sentiments, racial attacks, discriminatory policies, and disparate outcomes across racial/ethnic groups. This paper examines some of the pressing questions about pandemic racism and inequity. We review what research has revealed about the nature and manifestations of racism, the entrenchment of structural racism, and trajectories of racism during COVID-19.
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Affiliation(s)
- A Elias
- Alfred Deakin Institute for Citizenship and Globalisation, Deakin University, 221 Burwood HWY, Burwood, Victoria, 3125, Australia.
| | - J Ben
- Alfred Deakin Institute for Citizenship and Globalisation, Deakin University, 221 Burwood HWY, Burwood, Victoria, 3125, Australia
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Giovannini N, Lattuada D, Danusso R, Ferrazzi E. From pandemic to syndemic: microbiota, pregnancy, and environment at a crossroad. J Matern Fetal Neonatal Med 2023; 36:2183738. [PMID: 36977591 DOI: 10.1080/14767058.2023.2183738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
Abstract
Aim: SARS-CoV2 is the latest pandemic that have plagued the socio-health system as an epiphenomenon resulting from planetary resources abuse, crucial for biodiversity. The Anthropocene best defines the present epoch in which human activity irreversibly manipulates intricate and delicate geological and biological balances established over eons. The devastating ecological and socio-economic implications of COVID-19, underline the importance of updating the present pandemic framework to a syndemic. This paper stems from the need to suggest to scientists, doctors, and patients a mission that integrates responsibility from individual to collective health, from present to trans-generational, from human to the entire biotic network. Today's choices are crucial for the perspective on all levels: political, economic, and health as well as cultural.Methods: Research on PubMed and other specific web-sites journal was performed on the topic "Microbiota", "Covid-19", "Pandemic", "Zoonosis", "SARS-CoV-2", "Environmental Pollutants", "Epigenetics", "Fetal Programming", "Human Extinction". Data collected were analysed for an integrative model of interconnection between environment, pregnancy, SARS-CoV-2 infection, and microbiota. Moreover, systematic literature review allowed to summarise in a table information about the worst pandemics that afflicted the human species recently.Results: This paper offers a broad view of the current pandemic starting with pregnancy, the moment when a new life begins and the health trajectories of the unborn child are defined, which will inevitably have repercussions on his well-being. The fundamental role of the biodiversity-rich microbiota in avoiding the development of severe infectious diseases, is therefore highlighted. It is imperative to adjust the current reductionist paradigm based on mostly immediate symptom management towards a broader understanding of the spatial interconnection of ecological niches with human health and the impacts of today's choices on the future. Health and healthcare are elitist rather than egalitarian, therefore focusing on environmental health forces us to make a concerted and systemic effort that challenges political and economic barriers, which are biologically senseless. A healthy microbiota is essential to well-being, both by preventing chronic degenerative conditions, the infectiousness and pathogenicity of bacterial and viral diseases. SARS-CoV-2 should not be an exception. The human microbiota, forged by the first 1,000 days of life, is fundamental in shaping the health-disease trajectories, and by the everlasting exposome that is dramatically affected by the ecological disaster. Individual health is one world health whereas single and global well-being are interdependent in a space-time perspective.Conclusions: Is it not a convenient reductionism not to consider the COVID-19 emergency as a bio-social epiphenomenon of a far more devastating and multi-faceted crisis whose common denominator is the global biotic network loss of which humans are still part?
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Affiliation(s)
- Niccolò Giovannini
- Department of women-child-newborn Obstetrics and Gynaecology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Debora Lattuada
- Department of women-child-newborn Obstetrics and Gynaecology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Roberta Danusso
- Department of women-child-newborn Obstetrics and Gynaecology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Enrico Ferrazzi
- Department of women-child-newborn Obstetrics and Gynaecology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
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12
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Retzer A, Ciytak B, Khatsuria F, El-Awaisi J, Harris IM, Chapman L, Kelly T, Richards J, Lam E, Newsome PN, Calvert M. A toolkit for capturing a representative and equitable sample in health research. Nat Med 2023; 29:3259-3267. [PMID: 38066209 PMCID: PMC10719102 DOI: 10.1038/s41591-023-02665-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 10/24/2023] [Indexed: 12/17/2023]
Abstract
Research participants often do not represent the general population. Systematic exclusion of particular groups from research limits the generalizability of research findings and perpetuates health inequalities. Groups considered underserved by research include those whose inclusion is lower than expected based on population estimates, those with a high healthcare burden but limited research participation opportunities and those whose healthcare engagement is less than others. The REP-EQUITY toolkit guides representative and equitable inclusion in research. The toolkit was developed through a methodological systematic review and synthesis and finalized in a consensus workshop with 24 participants. The REP-EQUITY toolkit describes seven steps for investigators to consider in facilitating representative and equitable sample selection. This includes clearly defining (1) the relevant underserved groups, (2) the aims relating to equity and representativeness, (3) the sample proportion of individuals with characteristics associated with being underserved by research, (4) the recruitment goals, (5) the strategies by which external factors will be managed, (6) the methods by which representation in the final sample will be evaluated and (7) the legacy of having used the toolkit. Using the REP-EQUITY toolkit could promote trust between communities and research institutions, increase diverse participation in research and improve the generalizability of health research. National Institute for Health and Care Research PROSPERO identifier: CRD42022355391.
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Affiliation(s)
- Ameeta Retzer
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration West Midlands, Birmingham, UK.
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK.
| | - Bircan Ciytak
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
| | - Foram Khatsuria
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
| | - Juma El-Awaisi
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK
| | - Isobel M Harris
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Laura Chapman
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
| | - Tony Kelly
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
| | - Jenny Richards
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
| | - Emily Lam
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
| | - Philip N Newsome
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
- Centre for Liver and Gastrointestinal Research, Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Melanie Calvert
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration West Midlands, Birmingham, UK
- NIHR Birmingham Biomedical Research Centre (BRC), University of Birmingham, Birmingham, UK
- Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK
- Midlands Health Data Research UK, Birmingham, UK
- NIHR Blood and Transplant Research Unit (BTRU) in Precision Transplant and Cellular Therapeutics, University of Birmingham, Birmingham, UK
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13
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Chaloner J, Qureshi I, Gogoi M, Ekezie WC, Al-Oraibi A, Wobi F, Agbonmwandolor JO, Nellums LB, Pareek M. A qualitative study exploring healthcare workers' lived experiences of the impacts of COVID-19 policies and guidelines on maternal and reproductive healthcare services in the United Kingdom. Eur J Midwifery 2023; 7:30. [PMID: 38023948 PMCID: PMC10630987 DOI: 10.18332/ejm/171802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 08/30/2023] [Accepted: 09/10/2023] [Indexed: 12/01/2023] Open
Abstract
INTRODUCTION During the COVID-19 pandemic, pregnant women were regarded as vulnerable to poor health outcomes if infected with the SARS-CoV-2 (COVID-19) virus. To protect the United Kingdom's (UK) National Health Service (NHS) and pregnant patients, strict infection control policies and regulations were implemented. This study aimed to understand the impact of the COVID-19 policies and guidelines on maternal and reproductive health services during the pandemic from the experiences of healthcare workers (HCWs) caring for these patients. METHODS This qualitative study involved HCWs from the United Kingdom Research study into Ethnicity and COVID-19 outcomes in Healthcare workers (UK-REACH) project. Semi-structured interviews and focus groups were conducted online or by telephone with 44 diverse HCWs. Transcripts were thematically analyzed following Braun and Clarke's principles of qualitative analysis. RESULTS Three key themes were identified during analysis. First, infection control policies impacted appointment availability, resulting in many cancellations and delays to treatment. Telemedicine was also used extensively to reduce risks from face-to-face consultations, disadvantaging patients from minoritized ethnicities. Secondly, staff shortages and redeployments reduced availability of consultations, appointments, and sonography scans. Finally, staff and patients reported challenges accessing timely, reliable and accurate information and guidance. CONCLUSIONS COVID-19 demonstrated how a global health crisis can impact maternal and reproductive health services, leading to reduced service quality and surgical delays due to staff redeployment policies. Our findings underscore the implications of policy and future health crises preparedness. This includes tailored infection control policies, addressing elective surgery backlogs early and improved dissemination of relevant vaccine information.
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Affiliation(s)
- Jonathan Chaloner
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Irtiza Qureshi
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Mayuri Gogoi
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom
| | - Winifred C. Ekezie
- Diabetes Research Centre, University of Leicester, Leicester, United Kingdom
- Department of Sociology and Policy, School of Social Sciences and Humanities, Aston University, Birmingham, United Kingdom
| | - Amani Al-Oraibi
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Fatimah Wobi
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom
- Public Health Institute, Liverpool John Moores University, Liverpool, United Kingdom
| | | | - Laura B. Nellums
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- College of Population Health, University of New Mexico, Albuquerque, Mexico
| | - Manish Pareek
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom
- Department of Infection and HIV Medicine, University Hospitals of Leicester NHS Trust, Leicester, United Kingdom
- NIHR Leicester Biomedical Research Centre, Leicester, United Kingdom
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14
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Anil Kumar Vaidhyam S, Huang KT. Social Determinants of Health and Patients' Technology Acceptance of Telehealth During the COVID-19 Pandemic: Pilot Survey. JMIR Hum Factors 2023; 10:e47982. [PMID: 37934556 PMCID: PMC10631497 DOI: 10.2196/47982] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 09/05/2023] [Accepted: 09/23/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND Telehealth has been widely adopted by patients during the COVID-19 pandemic. Many social determinants of health influence the adoption. OBJECTIVE This pilot study aimed to understand the social determinants of patients' adoption of telehealth in the context of the pandemic. METHODS A survey methodology was used to capture data from 215 participants using Amazon Mechanical Turk. The study was guided by the technology acceptance model and the social determinants of health framework. The questionnaire included technology acceptance model variables (eg, perceived usefulness [PU] and perceived ease of use [PEOU]), social determinants (eg, access to health care, socioeconomic status, education, and health literacy), and demographic information (eg, age, sex, race, and ethnicity). A series of ordinary least squares regressions were conducted to analyze the data using SPSS Statistics (IBM Corp). RESULTS The results showed that social determinant factors-safe neighborhood and built environment (P=.01) and economic stability (P=.05)-are predictors of the PEOU of telehealth adoption at a statistically significant or marginally statistically significant level. Furthermore, a moderated mediation model (PROCESS model 85) was used to analyze the effects of COVID-19 on the neighborhood, built environment, and economic stability. PEOU and PU significantly positively affected users' intention to use technology for both variables. CONCLUSIONS This study draws attention to 2 research frameworks that address unequal access to health technologies. It also adds empirical evidence to telehealth research on the adoption of patient technology. Finally, regarding practical implications, this study will provide government agencies, health care organizations, and health care companies with a better perspective of patients' digital health use. This will further guide them in designing better technology by considering factors such as social determinants of health.
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Affiliation(s)
- Sneha Anil Kumar Vaidhyam
- Department of Information Culture and Data Stewardship, School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, United States
| | - Kuo-Ting Huang
- Department of Information Culture and Data Stewardship, School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, United States
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15
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Bernstine T, Edelstein M, Krupik D. Pediatric injury attendances in different population groups in Israel before, during, and after COVID-19 lockdowns: a descriptive study, 2018-2022. Int J Emerg Med 2023; 16:82. [PMID: 37932688 PMCID: PMC10626697 DOI: 10.1186/s12245-023-00565-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 10/26/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND Lockdowns and quarantines during the COVID-19 pandemic influenced healthcare services' usage patterns such as emergency department (ED) attendance. During the pandemic, Israel issued three lockdowns (March-May 2020, September-October 2020, and December 2020-February 2021) to mitigate the spread of COVID-19. Little is known about the impact of these lockdowns on ED attendance for injuries in the diverse population of Northern Israel. METHODS We described patterns of ED attendance before, during, and after COVID-19 lockdowns. We extracted data from medical records of all northern Israeli children aged 0-17 years old who attended Ziv Medical Center (ZMC) emergency department (ED) due to injury, between 01/01/2018 and 10/02/2022. We compared the volume and characteristics of ED attendance during lockdown periods to the same time periods in the 2 years before the pandemic and 1 year after the lockdowns, using chi-square tests. RESULTS Seven thousand six hundred nineteen northern children attended ZMC ED during the time periods of the study for injuries and were analyzed. Mean attendance numbers during lockdowns decreased compared to previous years, with an increase in injuries proportion (67.8% (1502/2216) vs. 52.7% (2038/3868) p < 0.001). The proportion of 0-4-year-olds attending for injuries during the lockdown increased compared to pre-pandemic (39.68% vs. 30.7%, p < 0.0001). Minority population attendance decreased (27.47% vs. 30.71% p = 0.02). Hospitalization rates increased (13.21% vs. 10.65% p = 0.01). Post-lockdown periods saw a return to the pre-pandemic age and ethnicity distribution. CONCLUSIONS Compared to previous years, the volume of injuries was lower during lockdowns for all ages, with a relative increase in the proportion of injuries among younger children attending the ED. A lower proportion of attendance from minority groups suggests different health-seeking behavior patterns during emergencies compared to the general population. Understanding these differences will help better plan for future emergencies.
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Affiliation(s)
- Tomer Bernstine
- Azrieli Faculty of Medicine, Bar Ilan University, Tsfat, Israel.
| | - Michael Edelstein
- Azrieli Faculty of Medicine, Bar Ilan University, Tsfat, Israel
- Research Institute, Ziv Medical Center, Tsfat, Israel
| | - Danna Krupik
- Azrieli Faculty of Medicine, Bar Ilan University, Tsfat, Israel
- Pediatric Emergency Department, Ziv Medical Center, Tsfat, Israel
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Joshi C, Ali A, ÓConnor T, Chen L, Jahanshahi K. Understanding community level influences on the prevalence of SARS-CoV-2 infection in England: new insights from comparison over time and space. ROYAL SOCIETY OPEN SCIENCE 2023; 10:221001. [PMID: 37711145 PMCID: PMC10498042 DOI: 10.1098/rsos.221001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 08/11/2023] [Indexed: 09/16/2023]
Abstract
Understanding and monitoring the major influences on SARS-CoV-2 prevalence is essential to inform policy making and devise appropriate packages of non-pharmaceutical interventions. Through evaluating community level influences on the prevalence of SARS-CoV-2 infection and their spatio-temporal variations in England, this study aims to provide some insights into the most important risk parameters. We used spatial clusters developed in Jahanshahi and Jin (2021 Transportation 48, 1329-1359 (doi:10.1007/s11116-020-10098-9)) as geographical areas with distinct land use and travel patterns. We also segmented our data by time periods to control for changes in policies or development of the disease over the course of the pandemic. We then used multivariate linear regression to identify influences driving infections within the clusters and to compare the variations of those between the clusters. Our findings demonstrate the key roles that workplace and commuting modes have had on some of the sections of the working population after accounting for several interrelated influences including mobility and vaccination. We found communities of workers in care homes and warehouses and to a lesser extent textile and ready meal industries and those who rely more on public transport for commuting tend to carry a higher risk of infection across all residential area types and time periods.
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Affiliation(s)
- Chaitanya Joshi
- Data Science Campus, Office for National Statistics, Newport, UK
| | - Arif Ali
- Data Science Campus, Office for National Statistics, Newport, UK
| | - Thomas ÓConnor
- Data Science Campus, Office for National Statistics, Newport, UK
| | - Li Chen
- Data Science Campus, Office for National Statistics, Newport, UK
| | - Kaveh Jahanshahi
- Data Science Campus, Office for National Statistics, Newport, UK
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Racape J, Dauby N, Goffard JC, Abdellaoui K, Radulescu C, Coppieters Y, Rea A. Distinct socioeconomic profile of patients hospitalised with severe COVID-19 and prepandemic respiratory infections in Brussels's deprived areas: a case-control study. BMJ Open 2023; 13:e072914. [PMID: 37479511 PMCID: PMC10364187 DOI: 10.1136/bmjopen-2023-072914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/23/2023] Open
Abstract
OBJECTIVE Belgium has been hit harder by COVID-19 than other countries in Europe. While clinical risk factors are well studied, socioeconomic risk factors remained underexplored. This study's objective was to analyse the social and clinical profile of patients hospitalised for COVID-19 during the two waves of 2020, compared with a control population in 2019 in two hospitals located in Brussels' most deprived area. DESIGN AND METHODS We did a case-control study by using the minimal clinical data set in two Brussels hospitals. All patients hospitalised for COVID-19 in 2020, divided into two waves (n=3220), were compared with all patients hospitalised for viral pneumonia and respiratory diseases in 2019 (control population n=2950). Multinomial regression models were used to estimate the relative risk ratios of the association between the COVID-19 hospitalised populations (waves 1 and 2) and risk factors (social and clinical) stratified by age. RESULTS Patients under 65 years of age and hospitalised for COVID-19 presented significantly higher rates (relative rate ratio (95% CI)), especially for the first wave, of obesity 1.6 (1.2-2.2), African nationalities 1.4 (1.0-1.8), lack of health insurance 1.6 (1.3-2.1), living in high-density population areas 1.6 (1.3-2.1) and low incomes 1.7 (1.4-2.1), compared with the control population For patients over 65 years of age, we did not observe significant excess of COVID-19 hospitalisations for any risk factors, except diabetes during for the second wave but we have a significant excess mortality rate than the control population for both waves (p<0.002). CONCLUSIONS The social and clinical profile of patients hospitalised for COVID-19 compared with a population hospitalised for viral respiratory diseases differed between age groups and waves. For younger patients, risk factors were linked to patients' precarious situations. This study underlines the role of selected social health determinants and the importance of routinely collecting social data, along with clinical data, particularly among vulnerable populations.
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Affiliation(s)
- Judith Racape
- Chair in Health and Precarity, Faculty of Medicine, Universite Libre de Bruxelles (ULB), Bruxelles, Belgium
- Research Center in Epidemiology, Biostatistics and Clinical Research, School of Public Health, Universite Libre de Bruxelles (ULB), Bruxelles, Belgium
| | - Nicolas Dauby
- Department of Infectious Diseases, Centre Hospitalier Universitaire Saint-Pierre, Bruxelles, Belgium
- Environmental Health Research Center, School of Public Health, Universite Libre de Bruxelles (ULB), Bruxelles, Belgium
| | - Jean-Christophe Goffard
- Department of Internal Medicine, Hopital Erasme, Universite libre de Bruxelles (ULB), Bruxelles, Belgium
| | - Kaoutar Abdellaoui
- Department of Minimal Clinical Data, Centre Hospitalier Universitaire (CHU) Saint-Pierre, Brussels, Belgium
| | - Cristina Radulescu
- Department of Minimal Clinical Data, Hopital Erasme, Universite libre de Bruxelles (ULB), Bruxelles, Belgium
| | - Yves Coppieters
- Research Center in Epidemiology, Biostatistics and Clinical Research, School of Public Health, Universite Libre de Bruxelles (ULB), Bruxelles, Belgium
| | - Andrea Rea
- Group for Research on Ethnic Relations, Migrations & Equality, Faculte de Philosophie et Sciences sociales, Universite Libre de Bruxelles (ULB), Bruxelles, Belgium
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18
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Bakkeli NZ. Predicting COVID-19 exposure risk perception using machine learning. BMC Public Health 2023; 23:1377. [PMID: 37464274 DOI: 10.1186/s12889-023-16236-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 07/03/2023] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND Self-perceived exposure risk determines the likelihood of COVID-19 preventive measure compliance to a large extent and is among the most important predictors of mental health problems. Therefore, there is a need to systematically identify important predictors of such risks. This study aims to provide insight into forecasting and understanding risk perceptions and help to adjust interventions that target various social groups in different pandemic phases. METHODS This study was based on survey data collected from 5001 Norwegians in 2020 and 2021. Interpretable machine learning algorithms were used to predict perceived exposure risks. To detect the most important predictors, the models with best performance were chosen based on predictive errors and explained variances. Shapley additive values were used to examine individual heterogeneities, interpret feature impact and check interactions between the key predictors. RESULTS Gradient boosting machine exhibited the best model performance in this study (2020: RMSE=.93, MAE=.74, RSQ=.22; 2021: RMSE=.99, MAE=.77, RSQ=.12). The most influential predictors of perceived exposure risk were compliance with interventions, work-life conflict, age and gender. In 2020, work and occupation played a dominant role in predicting perceived risks whereas, in 2021, living and behavioural factors were among the most important predictors. Findings show large individual heterogeneities in feature importance based on people's sociodemographic backgrounds, work and living situations. CONCLUSION The findings provide insight into forecasting risk groups and contribute to the early detection of vulnerable people during the pandemic. This is useful for policymakers and stakeholders in developing timely interventions targeting different social groups. Future policies and interventions should be adapted to the needs of people with various life situations.
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Affiliation(s)
- Nan Zou Bakkeli
- Centre for Research on Pandemics & Society; Consumption Research Norway, Oslo Metropolitan University, P.O. Box 4, St Olavs Plass, Oslo, 0130, Norway.
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Yoo W, Hong Y, Oh SH. Communication inequalities in the COVID-19 pandemic: socioeconomic differences and preventive behaviors in the United States and South Korea. BMC Public Health 2023; 23:1290. [PMID: 37407976 DOI: 10.1186/s12889-023-16211-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 06/28/2023] [Indexed: 07/07/2023] Open
Abstract
BACKGROUND Communication inequalities are important mechanisms linking socioeconomic backgrounds to health outcomes. Guided by the structural influence model of communication, this study examined the intermediate role of health communication in the relationship between education, income, and preventive behavioral intentions during the COVID-19 pandemic in the United States and South Korea. METHODS The data were collected through two online surveys conducted by two professional research firms in the US (April 1-3, 2020) and South Korea (April 9-16, 2020). To test the mediating role of health communication, as well as the hypothesized relationships in the proposed model, we performed a path analysis using Mplus 6.1. RESULTS In analyzing survey data from 1050 American and 1175 Korean adults, we found that one's socioeconomic positions were associated with their intentions to engage in COVID-19 preventive behaviors through affecting their health communication experiences and then efficacious beliefs. Differences in education and income were associated with willingness to engage in preventive behaviors by constraining health communication among people with low levels of education and income. The findings showed notable differences and some similarities between the US and South Korea. For example, while income was positively associated with health communication in both US and South Korea, education was only significantly related to health communication in US but not in South Korea. CONCLUSIONS This study suggests health communication strategies such as choice of communication channels and messages to promote intention for COVID-19 prevention behaviors in particular consideration of individual differences in socioeconomic positions in countries with different cultural features. Pubic policies and health campaigns can utilize the suggestions to promote efficacy and preventive behavioral intention during early pandemics.
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Affiliation(s)
- Woohyun Yoo
- Department of Media and Communication & Institute of Social Sciences, Incheon National University, Incheon, South Korea
| | - Yangsun Hong
- Department of Communication and Journalism, University of New Mexico, Albuquerque, NM, USA.
| | - Sang-Hwa Oh
- Charles H. Sandage Department of Advertising, College of Media, University of Illinois at Urbana-Champaign, Champaign, IL, USA
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Ricoca Peixoto V, Vieira A, Aguiar P, Carvalho C, Thomas D, Sousa P, Nunes C, Abrantes A. Difference in determinants of ICU admission and death among COVID-19 hospitalized patients in two epidemic waves in Portugal: possible impact of healthcare burden and hospital bed occupancy on clinical management and outcomes, March-December 2020. Front Public Health 2023; 11:1215833. [PMID: 37501943 PMCID: PMC10370276 DOI: 10.3389/fpubh.2023.1215833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 06/09/2023] [Indexed: 07/29/2023] Open
Abstract
Aim Identify factors associated with COVID-19 intensive care unit (ICU) admission and death among hospitalized cases in Portugal, and variations from the first to the second wave in Portugal, March-December 2020. Introduction Determinants of ICU admission and death for COVID-19 need further understanding and may change over time. We used hospital discharge data (ICD-10 diagnosis-related groups) to identify factors associated with COVID-19 outcomes in two epidemic periods with different hospital burdens to inform policy and practice. Methods We conducted a retrospective cohort study including all hospitalized cases of laboratory-confirmed COVID-19 in the Portuguese NHS hospitals, discharged from March to December 2020. We calculated sex, age, comorbidities, attack rates by period, and calculated adjusted relative risks (aRR) for the outcomes of admission to ICU and death, using Poisson regressions. We tested effect modification between two distinct pandemic periods (March-September/October-December) with lower and higher hospital burden, in other determinants. Results Of 18,105 COVID-19 hospitalized cases, 10.22% were admitted to the ICU and 20.28% died in hospital before discharge. Being aged 60-69 years (when compared with those aged 0-49) was the strongest independent risk factor for ICU admission (aRR 1.91, 95%CI 1.62-2.26). Unlike ICU admission, risk of death increased continuously with age and in the presence of specific comorbidities. Overall, the probability of ICU admission was reduced in the second period but the risk of death did not change. Risk factors for ICU admission and death differed by epidemic period. Testing interactions, in the period with high hospital burden, those aged 80-89, women, and those with specific comorbidities had a significantly lower aRR for ICU admission. Risk of death increased in the second period for those with dementia and diabetes. Discussion and conclusions The probability of ICU admission was reduced in the second period. Different patient profiles were identified for ICU and deaths among COVID-19-hospitalized patients in different pandemic periods with lower and higher hospital burden, possibly implying changes in clinical practice, priority setting, or clinical presentation that should be further investigated and discussed considering impacts of higher burden on services in health outcomes, to inform preparedness, healthcare workforce planning, and pandemic prevention measures.
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Affiliation(s)
- Vasco Ricoca Peixoto
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
| | - André Vieira
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
| | - Pedro Aguiar
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
| | - Carlos Carvalho
- Unit for Multidisciplinary Research in Biomedicine (UMIB), School of Medicine and Biomedical Sciences (ICBAS), University of Porto, Porto, Portugal
| | - Daniel Thomas
- Communicable Disease Surveillance Centre, Public Health Wales, Cardiff, United Kingdom
| | - Paulo Sousa
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
| | - Carla Nunes
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
| | - Alexandre Abrantes
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
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Saini P, Porcellato L, Hunt A, Timpson H, Harrison R, Bigland C, Levy C, Brett CE, Forshaw MJ, Hope VD. Impact of the government's restrictions and guidance in relation to "social distancing" on the lives of ethnic minority populations: A mixed methods study. Health Sci Rep 2023; 6:e1356. [PMID: 37347094 PMCID: PMC10279946 DOI: 10.1002/hsr2.1356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 05/30/2023] [Accepted: 06/05/2023] [Indexed: 06/23/2023] Open
Abstract
Background and Aims The impacts of the COVID-19 pandemic have not been equal, with a disproportionate impact among ethnic minority communities. Structural inequalities in social determinants of health such as housing and employment have contributed to COVID-19's impact on deprived communities, including many ethnic minority communities. To compare (1) how the UK government's "social distancing" restrictions and guidance were perceived and implemented by ethnic minority populations compared to white populations, (2) the impact of restrictions and guidance upon these groups. Methods An explanatory sequential mixed methods study incorporated a quantitative survey and qualitative semi-structured interviews to explore individual perceptions and experiences of COVID-19 and the national restrictions. Survey participants (n = 1587) were recruited from North West England; 60 (4%) participants were from ethnic minority communities. Forty-nine interviews were conducted; 19 (39%) participants were from ethnic minority communities. Interviews were transcribed verbatim and analysed using a thematic approach. Data collection was between April and August 2020. Results Significant differences in demographics and household overcrowding were observed between white vs ethnic minority survey respondents, who were also significantly less confident in their knowledge of COVID-19, less likely to be high-risk drinkers, and marginally more likely to have experienced job loss and/or reduced household income. There were no group differences in wellbeing, perceptions, or nonfinancial impacts. Two inter-related themes included: (1) government guidance, incorporating people's knowledge and understanding of the guidance and their confusion/frustration over messaging; (2) the impacts of restrictions on keyworkers, home-schooling, working from home and changes in lifestyle/wellbeing. Conclusions Further research is needed on the long-term impacts of COVID-19 on ethnic minority communities. If policy responses to COVID-19 are to benefit ethnic minority communities, there is a need for future studies to consider fundamental societal issues, such as the role of housing and economic disadvantage.
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Affiliation(s)
- Pooja Saini
- School of PsychologyLiverpool John Moores UniversityLiverpoolUK
| | - Lorna Porcellato
- Public Health InstituteLiverpool John Moores UniversityLiverpoolUK
| | - Anna Hunt
- School of PsychologyLiverpool John Moores UniversityLiverpoolUK
| | - Hannah Timpson
- Public Health InstituteLiverpool John Moores UniversityLiverpoolUK
| | - Rebecca Harrison
- Public Health InstituteLiverpool John Moores UniversityLiverpoolUK
| | | | - Conan Levy
- Public Health InstituteLiverpool John Moores UniversityLiverpoolUK
| | | | - Mark J. Forshaw
- School of PsychologyLiverpool John Moores UniversityLiverpoolUK
| | - Vivian D. Hope
- Public Health InstituteLiverpool John Moores UniversityLiverpoolUK
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22
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Wiśniowski A, Allen R, Aparicio-Castro A, Olsen W, Islam M. The economic impact of the COVID-19 pandemic on ethnic minorities in Manchester: lessons from the early stage of the pandemic. FRONTIERS IN SOCIOLOGY 2023; 8:1139258. [PMID: 37274606 PMCID: PMC10237338 DOI: 10.3389/fsoc.2023.1139258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 05/02/2023] [Indexed: 06/06/2023]
Abstract
This review summarizes the economic impacts of the pandemic on ethnic minorities, focusing on the city of Manchester. It utilizes multiple reporting sources to explore various dimensions of the economic shock in the UK, linking this to studies of pre-COVID-19 economic and ethnic composition in Manchester and in the combined authority area of Greater Manchester. We then make inferences about the pandemic's short-term impact specific to the city region. Greater Manchester has seen some of the highest rates of COVID-19 and as a result faced particularly stringent "lockdown" regulations. Manchester is the sixth most deprived Local Authority in England, according to 2019 English Indices of Multiple Deprivation. As a consequence, many neighborhoods in the city were always going to be less resilient to the economic shock caused by the pandemic compared with other, less-deprived, areas. Particular challenges for Manchester include the high rates of poor health, low-paid work, low qualifications, poor housing conditions and overcrowding. Ethnic minority groups also faced disparities long before the onset of the pandemic. Within the UK, ethnic minorities were found to be most disadvantaged in terms of employment and housing-particularly in large urban areas containing traditional settlement areas for ethnic minorities. Further, all Black, Asian, and Minority ethnic (BAME) groups in Greater Manchester were less likely to be employed pre-pandemic compared with White people. For example, people of Pakistani and Bangladeshi ethnic backgrounds, especially women, have the lowest levels of employment in Greater Manchester. Finally, unprecedented cuts to public spending as a result of austerity have also disproportionately affected women of an ethnic minority background alongside disabled people, the young and those with no or low-level qualifications. This environment has created and sustained a multiplicative disadvantage for Manchester's ethnic minority residents through the course of the COVID-19 pandemic.
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Affiliation(s)
- Arkadiusz Wiśniowski
- Social Statistics Department, The University of Manchester, Manchester, United Kingdom
| | - Ruth Allen
- Social Statistics Department, The University of Manchester, Manchester, United Kingdom
| | | | - Wendy Olsen
- Social Statistics Department, The University of Manchester, Manchester, United Kingdom
| | - Maydul Islam
- Policy@Manchester, The University of Manchester, Manchester, United Kingdom
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23
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Polinesi G, Ciommi M, Gigliarano C. Impact of COVID-19 on elderly population well-being: evidence from European countries. QUALITY & QUANTITY 2023:1-23. [PMID: 37359969 PMCID: PMC10107561 DOI: 10.1007/s11135-023-01656-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 03/20/2023] [Indexed: 06/28/2023]
Abstract
The aim of this paper is to analyse the effect of COVID-19 on multidimensional well-being in the European population aged 50 and over by measuring changes in individual well-being before and after the pandemic outbreak. To capture the multidimensional nature of well-being, we consider different dimensions: economic well-being, health status, social connections and work status. We introduce new indices of change in individual well-being that measure non-directional, downward and upward movements. Individual indices are then aggregated by country and subgroup for comparison. The properties satisfied by the indices are also discussed. The empirical application is based on micro-data from waves 8 and 9 of the Survey of Health, Ageing and Retirement in Europe (SHARE), carried out for 24 European countries before the pandemic outbreak (regular survey) and in the first two years of the COVID-19 pandemic (June-August 2020 and June-August 2021). The findings suggest that employed and richer individuals suffered greater losses in well-being, while differences based on gender and education diverge from country to country. It also emerges that while the main driver of well-being changes in the first year of the pandemic was economics, the health dimension also strongly contributed to upward and downward well-being changes in the second year.
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Affiliation(s)
- Gloria Polinesi
- Department of Economics and Social Sciences, Università Politecnica delle Marche, Piazzale Martelli 8, 60121 Ancona, Italy
| | - Mariateresa Ciommi
- Department of Economics and Social Sciences, Università Politecnica delle Marche, Piazzale Martelli 8, 60121 Ancona, Italy
| | - Chiara Gigliarano
- LIUC - Università C. Cattaneo, C.so Matteotti 22, 21053 Castellanza, VA Italy
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COVID-19-induced headache in Boston and the vicinity. JOURNAL OF CLINICAL VIROLOGY PLUS 2023; 3:100148. [PMID: 37041989 PMCID: PMC10079317 DOI: 10.1016/j.jcvp.2023.100148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 02/25/2023] [Accepted: 03/30/2023] [Indexed: 04/08/2023] Open
Abstract
Headache is a common neurological symptom of Coronavirus disease 2019 (COVID-19) patients. However, the prevalence, comorbidities, and ethnic susceptibilities of COVID-19-induced headaches are not well-defined. We performed a retrospective chart review of patients who tested positive for SARS-CoV2 by reverse transcriptase-polymerase chain reaction (RT-PCR) in March and April 2020 at Massachusetts General Hospital, Boston, Massachusetts, USA. In the study, we identified 450 patients, 202 (44.9%) male, and 248 (55.1%) female, who tested positive for COVID-19. Headache is a significant painful symptom affecting 26% of patients. Female predominance is determined in sore throat, nasal congestion, hypogeusia, headache, and ear pain. In contrast, pneumonia and inpatient hospitalization were more prevalent in males. Younger patients (< 50) were more likely to develop sore throat, fatigue, anosmia, hypogeusia, ear pain, myalgia /arthralgia, and headache. In contrast, older (> 50) patients were prone to develop pneumonia and required hospitalization. Ethnic subgroup analysis suggests Hispanic patients were prone to headaches, nausea/vomiting, nasal congestion, fever, fatigue, anosmia, and myalgia/arthralgia compared to non-Hispanics. Headache risk factors include nausea/vomiting, sore throat, nasal congestion, fever, cough, fatigue, anosmia, hypogeusia, dizziness, ear pain, eye pain, and myalgia/arthralgia. Our study demonstrates regional gender, age, and ethnic variabilities in COVID symptomatology in Boston and the vicinity. It identifies mild viral, painful, and neurological symptoms are positive predictors of headache development in COVID-19.
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Murali M, Gumber L, Jethwa H, Ganesh D, Hartmann-Boyce J, Sood H, Zaccardi F, Khunti K. Ethnic minority representation in UK COVID-19 trials: systematic review and meta-analysis. BMC Med 2023; 21:111. [PMID: 36978166 PMCID: PMC10049782 DOI: 10.1186/s12916-023-02809-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 02/27/2023] [Indexed: 03/30/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic has highlighted health disparities affecting ethnic minority communities. There is growing concern about the lack of diversity in clinical trials. This study aimed to assess the representation of ethnic groups in UK-based COVID-19 randomised controlled trials (RCTs). METHODS A systematic review and meta-analysis were undertaken. A search strategy was developed for MEDLINE (Ovid) and Google Scholar (1st January 2020-4th May 2022). Prospective COVID-19 RCTs for vaccines or therapeutics that reported UK data separately with a minimum of 50 participants were eligible. Search results were independently screened, and data extracted into proforma. Percentage of ethnic groups at all trial stages was mapped against Office of National Statistics (ONS) statistics. Post hoc DerSimonian-Laird random-effects meta-analysis of percentages and a meta-regression assessing recruitment over time were conducted. Due to the nature of the review question, risk of bias was not assessed. Data analysis was conducted in Stata v17.0. A protocol was registered (PROSPERO CRD42021244185). RESULTS In total, 5319 articles were identified; 30 studies were included, with 118,912 participants. Enrolment to trials was the only stage consistently reported (17 trials). Meta-analysis showed significant heterogeneity across studies, in relation to census-expected proportions at study enrolment. All ethnic groups, apart from Other (1.7% [95% CI 1.1-2.8%] vs ONS 1%) were represented to a lesser extent than ONS statistics, most marked in Black (1% [0.6-1.5%] vs 3.3%) and Asian (5.8% [4.4-7.6%] vs 7.5%) groups, but also apparent in White (84.8% [81.6-87.5%] vs 86%) and Mixed 1.6% [1.2-2.1%] vs 2.2%) groups. Meta-regression showed recruitment of Black participants increased over time (p = 0.009). CONCLUSIONS Asian, Black and Mixed ethnic groups are under-represented or incorrectly classified in UK COVID-19 RCTs. Reporting by ethnicity lacks consistency and transparency. Under-representation in clinical trials occurs at multiple levels and requires complex solutions, which should be considered throughout trial conduct. These findings may not apply outside of the UK setting.
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Affiliation(s)
- Mayur Murali
- Division of Anaesthetics, Pain Medicine & Intensive Care, Department of Surgery & Cancer, Faculty of Medicine, Imperial College London, London, UK.
| | - Leher Gumber
- Northumbria Healthcare NHS Foundation Trust, Northumberland, UK
| | - Hannah Jethwa
- London North West University Healthcare NHS Trust, London, UK
| | | | - Jamie Hartmann-Boyce
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | | | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
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26
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Irizar P, Pan D, Kapadia D, Bécares L, Sze S, Taylor H, Amele S, Kibuchi E, Divall P, Gray LJ, Nellums LB, Katikireddi SV, Pareek M. Ethnic inequalities in COVID-19 infection, hospitalisation, intensive care admission, and death: a global systematic review and meta-analysis of over 200 million study participants. EClinicalMedicine 2023; 57:101877. [PMID: 36969795 PMCID: PMC9986034 DOI: 10.1016/j.eclinm.2023.101877] [Citation(s) in RCA: 49] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 02/02/2023] [Accepted: 02/02/2023] [Indexed: 03/08/2023] Open
Abstract
Background COVID-19 has exacerbated existing ethnic inequalities in health. Little is known about whether inequalities in severe disease and deaths, observed globally among minoritised ethnic groups, relates to greater infection risk, poorer prognosis, or both. We analysed global data on COVID-19 clinical outcomes examining inequalities between people from minoritised ethnic groups compared to the ethnic majority group. Methods Databases (MEDLINE, EMBASE, EMCARE, CINAHL, Cochrane Library) were searched from 1st December 2019 to 3rd October 2022, for studies reporting original clinical data for COVID-19 outcomes disaggregated by ethnicity: infection, hospitalisation, intensive care unit (ICU) admission, and mortality. We assessed inequalities in incidence and prognosis using random-effects meta-analyses, with Grading of Recommendations Assessment, Development, and Evaluation (GRADE) use to assess certainty of findings. Meta-regressions explored the impact of region and time-frame (vaccine roll-out) on heterogeneity. PROSPERO: CRD42021284981. Findings 77 studies comprising over 200,000,000 participants were included. Compared with White majority populations, we observed an increased risk of testing positive for infection for people from Black (adjusted Risk Ratio [aRR]:1.78, 95% CI:1.59-1.99, I2 = 99.1), South Asian (aRR:3.00, 95% CI:1.59-5.66, I2 = 99.1), Mixed (aRR:1.64, 95% CI:1.02-1.67, I2 = 93.2) and Other ethnic groups (aRR:1.36, 95% CI:1.01-1.82, I2 = 85.6). Black, Hispanic, and South Asian people were more likely to be seropositive. Among population-based studies, Black and Hispanic ethnic groups and Indigenous peoples had an increased risk of hospitalisation; Black, Hispanic, South Asian, East Asian and Mixed ethnic groups and Indigenous peoples had an increased risk of ICU admission. Mortality risk was increased for Hispanic, Mixed, and Indigenous groups. Smaller differences were seen for prognosis following infection. Following hospitalisation, South Asian, East Asian, Black and Mixed ethnic groups had an increased risk of ICU admission, and mortality risk was greater in Mixed ethnic groups. Certainty of evidence ranged from very low to moderate. Interpretation Our study suggests that systematic ethnic inequalities in COVID-19 health outcomes exist, with large differences in exposure risk and some differences in prognosis following hospitalisation. Response and recovery interventions must focus on tackling drivers of ethnic inequalities which increase exposure risk and vulnerabilities to severe disease, including structural racism and racial discrimination. Funding ESRC:ES/W000849/1.
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Affiliation(s)
- Patricia Irizar
- School of Social Sciences, University of Manchester, United Kingdom
| | - Daniel Pan
- Department of Respiratory Sciences, University of Leicester, United Kingdom
- Department of Infection and HIV Medicine, University Hospitals Leicester NHS Trust, United Kingdom
- Li Ka Shing Centre for Health Information and Discovery, Oxford Big Data Institute, University of Oxford, United Kingdom
- NIHR Leicester Biomedical Research Centre, United Kingdom
| | - Dharmi Kapadia
- School of Social Sciences, University of Manchester, United Kingdom
| | - Laia Bécares
- Department of Global Health and Social Medicine, King's College London, United Kingdom
| | - Shirley Sze
- Department of Cardiovascular Sciences, University of Leicester, United Kingdom
| | - Harry Taylor
- School of Social Sciences, University of Manchester, United Kingdom
| | - Sarah Amele
- MRC/CSO Social & Public Health Sciences Unit, University of Glasgow, United Kingdom
| | - Eliud Kibuchi
- MRC/CSO Social & Public Health Sciences Unit, University of Glasgow, United Kingdom
| | - Pip Divall
- University Hospitals of Leicester, Education Centre Library, Glenfield Hospital and Leicester Royal Infirmary, United Kingdom
| | - Laura J Gray
- Department of Health Sciences, University of Leicester, United Kingdom
| | - Laura B Nellums
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, United Kingdom
| | | | - Manish Pareek
- Department of Respiratory Sciences, University of Leicester, United Kingdom
- Department of Infection and HIV Medicine, University Hospitals Leicester NHS Trust, United Kingdom
- NIHR Leicester Biomedical Research Centre, United Kingdom
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27
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Zaccardi F, Tan PS, Shah BR, Everett K, Clift AK, Patone M, Saatci D, Coupland C, Griffin SJ, Khunti K, Dambha-Miller H, Hippisley-Cox J. Ethnic disparities in COVID-19 outcomes: a multinational cohort study of 20 million individuals from England and Canada. BMC Public Health 2023; 23:399. [PMID: 36849983 PMCID: PMC9969387 DOI: 10.1186/s12889-023-15223-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 02/06/2023] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND Heterogeneous studies have demonstrated ethnic inequalities in the risk of SARS-CoV-2 infection and adverse COVID-19 outcomes. This study evaluates the association between ethnicity and COVID-19 outcomes in two large population-based cohorts from England and Canada and investigates potential explanatory factors for ethnic patterning of severe outcomes. METHODS We identified adults aged 18 to 99 years in the QResearch primary care (England) and Ontario (Canada) healthcare administrative population-based datasets (start of follow-up: 24th and 25th Jan 2020 in England and Canada, respectively; end of follow-up: 31st Oct and 30th Sept 2020, respectively). We harmonised the definitions and the design of two cohorts to investigate associations between ethnicity and COVID-19-related death, hospitalisation, and intensive care (ICU) admission, adjusted for confounders, and combined the estimates obtained from survival analyses. We calculated the 'percentage of excess risk mediated' by these risk factors in the QResearch cohort. RESULTS There were 9.83 million adults in the QResearch cohort (11,597 deaths; 21,917 hospitalisations; 2932 ICU admissions) and 10.27 million adults in the Ontario cohort (951 deaths; 5132 hospitalisations; 1191 ICU admissions). Compared to the general population, pooled random-effects estimates showed that South Asian ethnicity was associated with an increased risk of COVID-19 death (hazard ratio: 1.63, 95% CI: 1.09-2.44), hospitalisation (1.53; 1.32-1.76), and ICU admission (1.67; 1.23-2.28). Associations with ethnic groups were consistent across levels of deprivation. In QResearch, sociodemographic, lifestyle, and clinical factors accounted for 42.9% (South Asian) and 39.4% (Black) of the excess risk of COVID-19 death. CONCLUSION International population-level analyses demonstrate clear ethnic inequalities in COVID-19 risks. Policymakers should be cognisant of the increased risks in some ethnic populations and design equitable health policy as the pandemic continues.
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Affiliation(s)
- Francesco Zaccardi
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, University of Leicester, Leicester, England
| | - Pui San Tan
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, England
| | - Baiju R Shah
- Department of Medicine, University of Toronto; Division of Endocrinology, Sunnybrook Health Sciences Centre, Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Karl Everett
- Department of Medicine, University of Toronto; Division of Endocrinology, Sunnybrook Health Sciences Centre, Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Ash Kieran Clift
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, England
- Cancer Research UK Oxford Centre, Department of Oncology, University of Oxford, Oxford, England
| | - Martina Patone
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, England
| | - Defne Saatci
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, England
| | - Carol Coupland
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, England
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, England
| | - Simon J Griffin
- Primary Care Unit, School of Clinical Medicine, University of Cambridge, Cambridge, England
- MRC Epidemiology Unit, School of Clinical Medicine, University of Cambridge, Cambridge, England
| | - Kamlesh Khunti
- Leicester Real World Evidence Unit, Leicester Diabetes Centre, University of Leicester, Leicester, England
| | | | - Julia Hippisley-Cox
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, England.
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Madan S, Shelly S, Yadav R, Rohatgi J, Bajaj I, Tadu N, Rahul S, Das GK, Sahu PK, Gupta N. A Study on the Impact of Diabetes Mellitus on the Severity of COVID-19-Associated Mucormycosis. ANNALS OF THE NATIONAL ACADEMY OF MEDICAL SCIENCES (INDIA) 2023. [DOI: 10.1055/s-0042-1759890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
Abstract
Objectives: Diabetes mellitus (DM) seems the most common predisposing factor for rhino-orbito-cerebral mucormycosis (ROCM). This study aimed to study the impact of DM on the severity of COVID-19-associated ROCM (CAM).
Methods: This was a retrospective analytical study performed over a period of 3 months to assess the impact of DM on the severity of CAM in 100 patients and association of clinical correlates of DM with severity of CAM.
Statistical analysis: The data collected using the study tools were converted into a computer-based spreadsheet and analyzed. The statistical analysis comprised a descriptive analysis that involved calculating means, standard deviations, and proportions. For calculating the significance of the difference of mean between two groups, Student's t-test was applied. In addition, chi-square test (or Fisher's t-test if applicable) was applied to study the significance of association of clinical correlates of DM with severity of CAM for categorical variables and t-test for continuous variables.
Results: The prevalence of DM was 67%. The average presenting blood sugar level was 245.9 ± 99.86 mg%. Glycated hemoglobin level between 4.5 and 6.5% was observed in 57 patients and over 6.5% in 43 subjects. A high body mass index (BMI) of 25 and above was noted in 52 patients. A significantly higher level of presenting blood sugar and a longer duration of hospital stay was noted in patients having stage 3b or higher (p < 0.05) when compared with those having stage 3a or below. No significant correlation was observed in patients in stage 3a or below and those presenting with stage 3b or higher in terms of BMI, waist to hip ratio, or total cholesterol levels. There was a strong correlation between blood sugar level at presentation, severity of DM with the severity of ROCM, and a strong inverse correlation noted between HDL level and severity of ROCM.
Conclusion: A poor metabolic control is associated with a higher risk of a severe disease with intracranial involvement.
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Affiliation(s)
- Siddharth Madan
- Department of Ophthalmology, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
| | - Shelly Shelly
- Department of Medicine, University College of Medical Sciences and Associated GTB Hospital, India
| | - Rekha Yadav
- Department of Ophthalmology, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
| | - Jolly Rohatgi
- Department of Ophthalmology, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
| | - Ishita Bajaj
- Department of Ophthalmology, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
| | - Nampi Tadu
- Department of Ophthalmology, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
| | - Sharma Rahul
- Department of Community Medicine, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
| | - Gopal Krushna Das
- Department of Ophthalmology, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
| | - Pramod Kumar Sahu
- Department of Ophthalmology, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
| | - Neelima Gupta
- Department of ENT, University College of Medical Sciences and Associated GTB Hospital, University of Delhi, Delhi, India
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29
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Adinkrah EK, Cobb S, Bazargan M. Delayed Medical Care of Underserved Middle-Aged and Older African Americans with Chronic Disease during COVID-19 Pandemic. Healthcare (Basel) 2023; 11:595. [PMID: 36833128 PMCID: PMC9956154 DOI: 10.3390/healthcare11040595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/01/2023] [Accepted: 02/15/2023] [Indexed: 02/19/2023] Open
Abstract
Background: While African American middle-aged and older adults with chronic disease are particularly vulnerable during the COVID-19 pandemic, it is unknown which subgroups of this population may delay seeking care. The aim of this study was to examine demographic, socioeconomic, COVID-19-related, and health-related factors that correlate with delayed care in African American middle-aged and older adults with chronic disease. Methods: In this cross-sectional study, 150 African American middle-aged and older adults who had at least one chronic disease were recruited from faith-based organizations. We measured the following exploratory variables: demographic factors (age and gender), socioeconomic status (education), marital status, number of chronic diseases, depressive symptoms, financial strain, health literacy, COVID-19 vaccination history, COVID-19 diagnosis history, COVID-19 knowledge, and COVID-19 perceived threat. The outcome was delay in chronic disease care. Results: According to the Poisson log-linear regression, higher level of education, higher number of chronic diseases, and depressive symptoms were associated with a higher level of delayed care. Age, gender, COVID-19 vaccination history, COVID-19 diagnosis history, COVID-19 perceived threat, COVID-19 knowledge, financial strain, marital status, and health literacy were not correlated with delayed care. Discussion: Given that higher healthcare needs in terms of multiple chronic medical diseases and depressive symptomatology but not COVID-19-related constructs (i.e., vaccination history, diagnosis history, and perceived threat) were associated with delayed care, there is a need for programs and interventions that assist African American middle-aged and older adults with chronic disease to seek the care that they need. More research is needed to understand why educational attainment is associated with more delayed care of chronic disease in African American middle-aged and older adults with chronic illness.
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Affiliation(s)
- Edward K. Adinkrah
- Department of Family Medicine, Charles R. Drew University of Medicine and Science (CDU), 1731 E. 120th St., Los Angeles, CA 90059, USA
| | - Sharon Cobb
- Mervyn M. Dymally School of Nursing (MMDSON), CDU, Los Angeles, CA 90059, USA
| | - Mohsen Bazargan
- Department of Family Medicine, Charles R. Drew University of Medicine and Science (CDU), 1731 E. 120th St., Los Angeles, CA 90059, USA
- Department of Family Medicine, University of California Los Angeles (UCLA), Los Angeles, CA 90059, USA
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30
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Munipalli B, Paul S, Mohabbat A, Siddiqui H, Li Z, Abu Dabrh AM. Clinical differences in symptomology, characteristics, and risk factors in patients with post-acute sequelae of COVID-19: an experience from a tertiary-care academic center. J Investig Med 2023; 71:495-501. [PMID: 36760093 PMCID: PMC9922663 DOI: 10.1177/10815589231153604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
Coronavirus disease 2019 (COVID-19) is caused by the novel coronavirus SARS-CoV-2 and has caused significant mortality and morbidity since it was first recognized in Wuhan, China in December 2019. Patients may suffer from a constellation of symptoms termed post-acute sequelae of COVID-19 (PASC) . Here we present findings of a retrospective cohort study describing the prevalence and predicting factors of patient-reported post-acute sequelae of COVID-19 (PASC). Categorical variables were summarized as frequency (percentage) and compared between vaccine status groups using Fisher's exact test. Continuous variables were reported as median (range) and compared between the groups using Kruskal-Wallis test. All tests were two-sided with p value <0.05 considered statistically significant. Survey data from 132 patients with a median age of 45 years, 68% female, 83% Caucasian/Non-Hispanic. The most frequently reported PASC symptoms include fatigue (84.8%), dyspnea (54.5%), cognitive dysfunction (53%), myalgias (37.1%), lightheadedness or vertigo (36.4%), chest pain (34.8%), palpitations (34.8%), headaches (34.1%), arthralgias (31.8%), and unrefreshing sleep (31.1%). There is mounting evidence that supports higher prevalence of PASC in women, White/Caucasian, and middle-aged individuals. This knowledge can provide guidance to clinical practices to anticipate and support healthcare and self-care needs for patients at higher risk to developing PASC.
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Affiliation(s)
- Bala Munipalli
- Division of General Internal Medicine,
Mayo Clinic Florida, Jacksonville, FL, USA,Bala Munipalli, Division of General
Internal Medicine, Mayo Clinic Florida, 4500 San Pablo Road, Jacksonville, FL
32224, USA.
| | - Stefan Paul
- Division of General Internal Medicine,
Mayo Clinic Florida, Jacksonville, FL, USA
| | - Arya Mohabbat
- Division of General Internal Medicine,
Mayo Clinic Rochester, Rochester, Minnesota, USA
| | - Habeeba Siddiqui
- Department of Quantitative Health
Sciences, Mayo Clinic Florida, Jacksonville, FL, USA
| | - Zhuo Li
- Department of Quantitative Health
Sciences, Mayo Clinic Florida, Jacksonville, FL, USA
| | - Abd Moain Abu Dabrh
- Division of General Internal Medicine,
Mayo Clinic Florida, Jacksonville, FL, USA
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31
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Juárez SP, Cederström A, Aradhya S, Rostila M. Differences in hospitalizations associated with severe COVID-19 disease among foreign- and Swedish-born. Eur J Public Health 2023:7030753. [PMID: 36749018 DOI: 10.1093/eurpub/ckad009] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Differences in pre-existing health conditions are hypothesized to explain immigrants' excess COVID-19 mortality compared to natives. In this study, we evaluate whether immigrants residing in Sweden before the outbreak were more likely to be hospitalized for conditions associated with severe COVID-19 disease. METHODS A cohort study using population-register data was conducted with follow-up between 1 January 1997 and 31 December 2017. Poisson regression was fitted to estimate incidence rate ratio (RR) and 95% confident intervals (95% CI) for 10 causes of hospitalization. RESULTS Compared to Swedish-born individuals, most immigrant groups showed a decreased risk of hospitalization for respiratory chronic conditions, CVD, cancer, chronic liver conditions and neurological problems. All immigrant groups had increased risk of hospitalization for tuberculosis [RR between 88.49 (95% CI 77.21; 101.40) for the Horn of Africa and 1.69 (95% CI 1.11; 2.58) for North America], HIV [RR between 33.23 (95% CI 25.17; 43.88) for the rest of Africa and 1.31 (95% CI 0.93; 1.83) for the Middle East] and, with a few exceptions, also for chronic kidney conditions, diabetes and thalassemia. CONCLUSIONS Foreign-born individuals-including origins with excess COVID-19 mortality in Sweden-did not show increased risk of hospitalizations for most causes associated with severe COVID-19 disease. However, all groups showed increased risks of hospitalization for tuberculosis and HIV and, with exceptions, for chronic kidney conditions, diabetes and thalassemia. Although studies should determine whether these health conditions explain the observed excess COVID-19 mortality, our study alerts to an increased risk of hospitalization that can be avoidable via treatment or preventive measures.
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Affiliation(s)
- Sol P Juárez
- Centre for Health Equity Studies (CHESS), Stockholm University/Karolinska Institutet, Stockholm, Sweden.,Department of Public Health Sciences, Stockholm University, Stockholm, Sweden
| | - Agneta Cederström
- Centre for Health Equity Studies (CHESS), Stockholm University/Karolinska Institutet, Stockholm, Sweden.,Department of Public Health Sciences, Stockholm University, Stockholm, Sweden
| | - Siddartha Aradhya
- Demography Unit (SUDA), Department of Sociology, Stockholm University, Stockholm, Sweden
| | - Mikael Rostila
- Centre for Health Equity Studies (CHESS), Stockholm University/Karolinska Institutet, Stockholm, Sweden.,Department of Public Health Sciences, Stockholm University, Stockholm, Sweden
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Ekwegh T, Cobb S, Adinkrah EK, Vargas R, Kibe LW, Sanchez H, Waller J, Ameli H, Bazargan M. Factors Associated with Telehealth Utilization among Older African Americans in South Los Angeles during the COVID-19 Pandemic. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2675. [PMID: 36768041 PMCID: PMC9915549 DOI: 10.3390/ijerph20032675] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/23/2023] [Accepted: 01/28/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND The COVID-19 pandemic transformed healthcare delivery with the expansive use of telemedicine. However, health disparities may result from lower adoption of telehealth among African Americans. This study examined how under-resourced, older African Americans with chronic illnesses use telehealth, including related sociodemographic and COVID-19 factors. METHODS Using a cross-sectional design, 150 middle-aged and older African Americans were recruited from faith-based centers from March 2021 to August 2022. Data collected included sociodemographics, comorbidities, technological device ownership, internet usage, and attitudes toward COVID-19 disease and vaccination. Descriptive statistics and multivariable regression models were conducted to identify factors associated with telehealth use. RESULTS Of the 150 participants, 32% had not used telehealth since the COVID-19 pandemic, with 75% reporting no home internet access and 38% having no cellular/internet network on their mobile device. Age, access to a cellular network on a mobile device, and wireless internet at home were significantly associated with the utilization of telehealth care. Higher anxiety and stress with an increased perceived threat of COVID-19 and positive attitudes toward COVID-19 vaccination were associated with telehealth utilization. DISCUSSION Access and integration of telehealth services were highlighted as challenges for this population of African Americans. To reduce disparities, expansion of subsidized wireless internet access in marginalized communities is necessitated. Education outreach and training by healthcare systems and community health workers to improve uptake of telehealth currently and post-COVID-19 should be considered.
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Affiliation(s)
- Tavonia Ekwegh
- Mervyn M. Dymally School of Nursing (MMDSON), Charles R. Drew University of Medicine and Science (CDU), Los Angeles, CA 90059, USA
| | - Sharon Cobb
- Mervyn M. Dymally School of Nursing (MMDSON), Charles R. Drew University of Medicine and Science (CDU), Los Angeles, CA 90059, USA
| | - Edward K. Adinkrah
- Department of Family Medicine, Charles R. Drew University of Medicine and Science (CDU), Los Angeles, CA 90059, USA
| | - Roberto Vargas
- Department of Internal Medicine, Charles R. Drew University of Medicine and Science (CDU), Los Angeles, CA 90059, USA
| | - Lucy W. Kibe
- Physician Assistant Program, Charles R. Drew University of Medicine and Science (CDU), Los Angeles, CA 90059, USA
| | - Humberto Sanchez
- Office of Research, Charles R. Drew University of Medicine and Science (CDU), Los Angeles, CA 90059, USA
| | - Joe Waller
- Office of Research, Charles R. Drew University of Medicine and Science (CDU), Los Angeles, CA 90059, USA
| | - Hoorolnesa Ameli
- Department of Emergency Medicine, Mellie’s Bank Hospital, Tehran 1135933763, Iran
| | - Mohsen Bazargan
- Department of Family Medicine, Charles R. Drew University of Medicine and Science (CDU), Los Angeles, CA 90059, USA
- Department of Family Medicine, University of California Los Angeles (UCLA), Los Angeles, CA 90059, USA
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Khunti K, Feldman EL, Laiteerapong N, Parker W, Routen A, Peek M. The Impact of the COVID-19 Pandemic on Ethnic Minority Groups With Diabetes. Diabetes Care 2023; 46:228-236. [PMID: 35944272 PMCID: PMC10090266 DOI: 10.2337/dc21-2495] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 05/10/2022] [Indexed: 02/03/2023]
Abstract
Major ethnic disparities in diabetes care, especially for intermediate outcomes and diabetes complications, were evident prior to the coronavirus disease 2019 (COVID-19) pandemic. Diabetes is a risk factor for severe COVID-19, and the combination of these ethnic disparities in diabetes care and outcomes may have contributed to the inequity in COVID-19 outcomes for people with diabetes. Overall, ethnic minority populations have suffered disproportionate rates of COVID-19 hospitalization and mortality. Results from the limited number of studies of COVID-19 in ethnic minority populations with diabetes are mixed, but there is some suggestion that rates of hospitalization and mortality are higher than those of White populations. Reasons for the higher incidence and severity of COVID-19-related outcomes in minority ethnic groups are complex and have been shown to be due to differences in comorbid conditions (e.g., diabetes), exposure risk (e.g., overcrowded living conditions or essential worker jobs), and access to treatment (e.g., health insurance status and access to tertiary care medical centers), which all relate to long-standing structural inequities that vary by ethnicity. While guidelines and approaches for diabetes self-management and outpatient and inpatient care during the pandemic have been published, few have recommended addressing wider structural issues. As we now plan for the recovery and improved surveillance and risk factor management, it is imperative that primary and specialist care services urgently address the disproportionate impact the pandemic has had on ethnic minority groups. This should include a focus on the larger structural barriers in society that put ethnic minorities with diabetes at potentially greater risk for poor COVID-19 outcomes.
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Affiliation(s)
- Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester, U.K
| | - Eva L. Feldman
- Department of Neurology, School of Medicine, University of Michigan, Ann Arbor, MI
| | | | - William Parker
- Department of Pulmonary and Critical Care, University of Chicago, Chicago, IL
| | - Ash Routen
- Diabetes Research Centre, University of Leicester, Leicester, U.K
| | - Monica Peek
- Department of Medicine, University of Chicago, Chicago, IL
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Venturas JP. HIV and COVID-19 Disease. Semin Respir Crit Care Med 2023; 44:35-49. [PMID: 36646084 DOI: 10.1055/s-0042-1758852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Despite effective antiretroviral therapy (ART), HIV infected individuals throughout the world remain at significant risk of respiratory infections and non-communicable disease. Severe disease from SARS-CoV-2 is associated with a hyperinflammatory phenotype which manifests in the lungs as pneumonia and in some cases can lead to acute respiratory failure. Progression to severe COVID-19 is associated with comorbid disease such as obesity, diabetes mellitus and cardiovascular disease, however data concerning the associated risks of HIV coinfection are still conflicting, with large population studies demonstrating poorer outcomes, whilst smaller, case-controlled studies showing better outcomes. Furthermore, underlying immunopathological processes within the lungs and elsewhere, including interactions with other opportunistic infections (OI), remain largely undefined. Nonetheless, new and repurposed anti-viral therapies and vaccines which have been developed are safe to use in this population, and anti-inflammatory agents are recommended with the caveat that the coexistence of opportunistic infections is considered and excluded. Finally, HIV infected patients remain reliant on good ART adherence practices to maintain HIV viral suppression, and some of these practices were disrupted during the COVID-19 pandemic, putting these patients at further risk for acute and long-term adverse outcomes.
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Affiliation(s)
- Jacqui P Venturas
- Department of Internal Medicine and Pulmonology, Charlotte Maxeke Johannesburg Academic Hospital and Universtity of the Witwatersrand, Johannesburg, South Africa
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35
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Meng Q. A locational analytics approach to COVID-19 discrimination and inequality against minorities across the United States. Soc Sci Med 2023; 318:115618. [PMID: 36586212 PMCID: PMC9760597 DOI: 10.1016/j.socscimed.2022.115618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 08/27/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022]
Abstract
A major challenge in managing disasters during a pandemic is assessing the inequalities in society and protecting vulnerable people. The objective of this paper is to geographically understand the discrimination and inequality against minorities by COVID-19. This study designed a locational discrimination index (LDI) to measure COVID-19 discrimination against minorities at county-level in the US. LDI is the difference between the death proportion of a minority and the proportion of a minority's population. If LDI >0 is significant, COVID-19 discrimination is identified against a minority in a county. I further developed a locational minority inequality index (LMII), and LMII of a minority is directly quantified by comparing its LDI with the LDI of the majority population (i.e., the White population in the US). If LMII>0 is significant, a significant health inequality is confirmed against a minority in a county. In the US, I found 157 counties with significant discrimination against Black people, and 103 counties with significant inequality against Black people; 58 counties with significant discrimination against the American Indian population, but 38 counties with significant inequality against the American Indian population; 17 counties with significant discrimination against Native Hawaiians, but only 8 counties with significant inequality; for Hispanic people, 47 counties had significant discrimination, and 64 counties had significant inequality; for Asians, 7 counties had significant discrimination, but 28 had significant inequality. LDI, LMII, and the thematic mapping provide novel insight into COVID-19 discrimination and inequalities. To the best of our knowledge, this is the first time anyone has quantitatively and statistically defined and mapped COVID-19 discrimination and inequality against minorities at a county-level across the US. Based on this, governments and communities could make efficient decisions and take effective action to addressthe significant discrimination and inequality against Black, American Indian, Native Hawaiian, Hispanic, and Asian people, which can be applied to other pandemics or public health disasters in the USA or other countries.
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Affiliation(s)
- Qingmin Meng
- Department of Geosciences, Mississippi State University, Mississippi State, MS 39762, USA.
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36
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Choi S, Kim S. Factors associated with adverse mental health outcomes during the COVID-19 pandemic. PUBLIC HEALTH IN PRACTICE 2023; 5:100360. [PMID: 36743452 PMCID: PMC9891104 DOI: 10.1016/j.puhip.2023.100360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 12/13/2022] [Accepted: 01/10/2023] [Indexed: 01/27/2023] Open
Abstract
Objectives Even with significant advances to advance the health status of the general American population, the increased prevalence of mental health conditions and re-emergence of highly infectious diseases across all levels of society present a significant threat. This study aimed to quantify the effects of pandemic-, healthcare-related, and sociodemographic variables on adverse mental health outcomes, and determine their relative magnitudes. Study design This study employed publicly available data from the Household Pulse Survey, conducted by the United States Census Bureau to examine the social and economic impacts of the COVID-19 pandemic on American households. Methods A multiple regression model formed the basis of analysis, with adverse mental health as the outcome and various pandemic-, healthcare-related, and sociodemographic variables as predictors. Missing data was handled using multiple imputation. Results The factors with significant contributions to adverse mental health outcomes were those associated with mental health services and prescriptions. General healthcare-related variables followed those specific to mental health, along with sociodemographic variables contributing smaller changes. There were differential outcomes in mental health that were in part attributable to sociodemographic factors, but also a lack of access to both mental and physical healthcare due to factors both related and unrelated to the ongoing pandemic. Conclusions There is a need for policymakers and other stakeholders to work towards a mental health system that is more robust to restrictions brought on by events like the COVID-19 pandemic, and to address inequities in health care that have been exacerbated.
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Affiliation(s)
| | - S. Kim
- Corresponding author. Azusa Pacific University, 675 E Foothill Blvd, Azusa, CA, 91702, USA.
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Cook EJ, Elliott E, Donald L, Gaitan A, Randhawa G, Cartwright S, Waqar M, Egbutah C, Nduka I, Guppy A, Ali N. Knowledge, perceived risk, and attitudes towards COVID-19 protective measures amongst ethnic minorities in the UK: A cross-sectional study. Front Public Health 2023; 10:1060694. [PMID: 36711414 PMCID: PMC9880421 DOI: 10.3389/fpubh.2022.1060694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/19/2022] [Indexed: 01/15/2023] Open
Abstract
Background Minority ethnic groups are at increased risk of COVID-19 related mortality or morbidity yet continue to have a disproportionally lower uptake of the vaccine. The importance of adherence to prevention and control measures to keep vulnerable populations and their families safe therefore remains crucial. This research sought to examine the knowledge, perceived risk, and attitudes toward COVID-19 among an ethnically diverse community. Methods A cross-sectional self-administered questionnaire was implemented to survey ethnic minority participants purposefully recruited from Luton, an ethnically diverse town in the southeast of England. The questionnaire was structured to assess participants knowledge, perceived risk, attitudes toward protective measures as well as the sources of information about COVID-19. The questionnaire was administered online via Qualtrics with the link shared through social media platforms such as Facebook, Twitter, and WhatsApp. Questionnaires were also printed into brochures and disseminated via community researchers and community links to individuals alongside religious, community and outreach organisations. Data were analysed using appropriate statistical techniques, with the significance threshold for all analyses assumed at p = 0.05. Findings 1,058 participants (634; 60% females) with a median age of 38 (IQR, 22) completed the survey. National TV and social networks were the most frequently accessed sources of COVID-19 related information; however, healthcare professionals, whilst not widely accessed, were viewed as the most trusted. Knowledge of transmission routes and perceived susceptibility were significant predictors of attitudes toward health-protective practises. Conclusion/recommendation Improving the local information provision, including using tailored communication strategies that draw on trusted sources, including healthcare professionals, could facilitate understanding of risk and promote adherence to health-protective actions.
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Affiliation(s)
- Erica Jane Cook
- School of Psychology, University of Bedfordshire, Luton, United Kingdom,*Correspondence: Erica Jane Cook ✉
| | | | - Louisa Donald
- School of Psychology, University of Bedfordshire, Luton, United Kingdom
| | - Alfredo Gaitan
- School of Psychology, University of Bedfordshire, Luton, United Kingdom
| | - Gurch Randhawa
- Institute for Health Research, University of Bedfordshire, Luton, United Kingdom
| | - Sally Cartwright
- Public Health Luton, Luton Borough Council, Luton, United Kingdom
| | - Muhammad Waqar
- Institute for Health Research, University of Bedfordshire, Luton, United Kingdom
| | - Chimeme Egbutah
- Public Health Luton, Luton Borough Council, Luton, United Kingdom
| | - Ifunanya Nduka
- Institute for Health Research, University of Bedfordshire, Luton, United Kingdom
| | - Andy Guppy
- School of Psychology, University of Bedfordshire, Luton, United Kingdom
| | - Nasreen Ali
- Institute for Health Research, University of Bedfordshire, Luton, United Kingdom
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38
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Wang C, Zhang X, Li B, Mu D. A study of factors impacting disease based on the Charlson Comorbidity Index in UK Biobank. Front Public Health 2023; 10:1050129. [PMID: 36699869 PMCID: PMC9868818 DOI: 10.3389/fpubh.2022.1050129] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 12/20/2022] [Indexed: 01/12/2023] Open
Abstract
Objective With advances in medical diagnosis, more people are diagnosed with more than one disease. The damage caused by different diseases varies, so relying solely on the number of diseases to represent multimorbidity is limited. The Charlson comorbidity index (CCI) is widely used to measure multimorbidity and has been validated in various studies. However, CCI's demographic and behavioral risk factors still need more exploration. Methods We conduct multivariate logistic regression analysis and restricted cubic splines to examine the influence factors of CCI and the relationship between covariates and risk of CCI, respectively. Our research employs the Multivariate Imputation by Chained Equations method to interpolate missing values. In addition, the CCI score for each participant is calculated based on the inpatient's condition using the International Classification of Diseases, edition 10 (ICD10). Considering the differences in the disease burden between males and females, the research was finally subgroup analyzed by sex. Results This study includes 5,02,411 participants (2,29,086 female) with CCI scores ranging from 0 to 98. All covariates differed between CCI groups. High waist-hip ratio (WHR) increases the risk of CCI in both males [OR = 19.439, 95% CI = (16.261, 23.241)] and females [OR = 12.575, 95% CI = (11.005, 14.370)], and the effect of WHR on CCI is more significant in males. Associations between age, Body Mass Index (BMI) and WHR, and CCI risk are J-shaped for all participants, males, and females. Concerning the association between Townsend deprivation index (TDI) and CCI risk, the U-shape was found in all participants and males and varied to a greater extent in males, but it is a J-shape in females. Conclusions Increased WHR, BMI, and TDI are significant predictors of poor health, and WHR showed a greater role. The impact of deprivation indices on health showed differences by sex. Socio-economic factors, such as income and TDI, are associated with CCI. The association of social status differences caused by these socioeconomic factors with health conditions should be considered. Factors might interact with each other; therefore, a comprehensive, rational, and robust intervention will be necessary for health.
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Affiliation(s)
- Changcong Wang
- Division of Clinical Research, The First Hospital of Jilin University, Changchun, China,Department of Medical Informatics, School of Public Health, Jilin University, Changchun, China
| | - Xinyue Zhang
- Division of Clinical Research, The First Hospital of Jilin University, Changchun, China,Department of Medical Informatics, School of Public Health, Jilin University, Changchun, China
| | - Bai Li
- Department of Colorectal and Anal Surgery, General Surgery Center, First Hospital of Jilin University, Changchun, China
| | - Dongmei Mu
- Division of Clinical Research, The First Hospital of Jilin University, Changchun, China,Department of Medical Informatics, School of Public Health, Jilin University, Changchun, China,*Correspondence: Dongmei Mu ✉
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Establishing evidence to inform culturally competent mental health services: A mixed methods study protocol. PLoS One 2023; 18:e0282445. [PMID: 36917593 PMCID: PMC10013880 DOI: 10.1371/journal.pone.0282445] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 02/13/2023] [Indexed: 03/15/2023] Open
Abstract
BACKGROUND COVID-19 has exacerbated the significant and longstanding mental health inequalities for ethnic minorities, who were less likely to access mental health support in primary care but more likely to end up in crisis care compared to the majority ethnic group. Services were poorly offered and accessed to respond to the increased mental health challenges. AIM To 1) establish evidence on which changes to mental health services provided in response to COVID-19 are beneficial for ethnic minorities who experience mental health difficulties in the North of England, and 2) to inform what and how culturally competent mental health services should be routinely provided. METHODS A mixed methods approach comprising 1) a rapid review to map services and models of care designed or adjusted for mental health during the pandemic, 2) an observational study of retrospective routine data to assess changes to mental health services and associated outcomes, 3) qualitative interviews to understand experiences of seeking care and factors associated with high-quality service provision, and 4) a Delphi study to establish consensus on key features of culturally competent services. From the selected areas in the North of England, adults from ethnic minorities who experience mental health difficulties will be identified from the primary, community and secondary care services and local ethnic minority communities. DISCUSSION This study will identify ways to tackle health inequalities and contribute to mental health service recovery post pandemic by providing practice recommendations on equitable and effective services to ensure culturally competent and high-quality care. A list of services and features on what and how mental health services will be provided. Working with study collaborators and public and patient involvement partners, the study findings will be widely disseminated through presentations, conferences and publications and will inform the subsequent funding application for intervention development and evaluation.
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Izeogu C, Gill E, Van Allen K, Williams N, Thorpe LE, Shelley D. Attitudes, perceptions, and preferences towards SARS CoV-2 testing and vaccination among African American and Hispanic public housing residents, New York City: 2020-2021. PLoS One 2023; 18:e0280460. [PMID: 36656814 PMCID: PMC9851504 DOI: 10.1371/journal.pone.0280460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/02/2023] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND African American and Hispanic populations have been affected disproportionately by COVID-19. Reasons are multifactorial and include social and structural determinants of health. During the onset and height of the pandemic, evidence suggested decreased access to SARS CoV-2 testing. In 2020, the National Institutes of Health launched the Rapid Acceleration of Diagnostics (RADx)- Underserved Populations initiative to improve SARS CoV-2 testing in underserved communities. In this study, we explored attitudes, experiences, and barriers to SARS CoV-2 testing and vaccination among New York City public housing residents. METHODS Between December 2020 and March 2021, we conducted 9 virtual focus groups among 36 low-income minority residents living in New York City public housing. RESULTS Among residents reporting a prior SARS CoV-2 test, main reasons for testing were to prepare for a medical procedure or because of a high-risk exposure. Barriers to testing included fear of discomfort from the nasal swab, fear of exposure to COVID-19 while traveling to get tested, concerns about the consequences of testing positive and the belief that testing was not necessary. Residents reported a mistrust of information sources and the health care system in general; they depended more on "word of mouth" for information. The major barrier to vaccination was lack of trust in vaccine safety. Residents endorsed more convenient testing, onsite testing at residential buildings, and home self-test kits. Residents also emphasized the need for language-concordant information sharing and for information to come from "people who look like [them] and come from the same background as [them]". CONCLUSIONS Barriers to SARS CoV-2 testing and vaccination centered on themes of a lack of accurate information, fear, mistrust, safety, and convenience. Resident-endorsed strategies to increase testing include making testing easier to access either through home or onsite testing locations. Education and information sharing by trusted members of the community are important tools to combat misinformation and build trust.
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Affiliation(s)
- Chigozirim Izeogu
- Department of Neurology, University of Texas Health Science Center at Houston, Houston, Texas, United States of America
- * E-mail:
| | - Emily Gill
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Kaitlyn Van Allen
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Natasha Williams
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Lorna E. Thorpe
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Donna Shelley
- Department of Public Health Policy and Management, New York University School of Global Public Health, New York, New York, United States of America
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Trammell PhD JP, Joseph PhD NT, Harriger PhD JA. Racial and ethnic minority disparities in COVID-19 related health, health beliefs and behaviors, and well-being among students. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2023; 71:242-248. [PMID: 33759734 DOI: 10.1080/07448481.2021.1890606] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 02/04/2021] [Accepted: 02/07/2021] [Indexed: 06/12/2023]
Abstract
Objective: The purpose of this study was to examine undergraduate racial/ethnic disparities in physical, mental, behavioral, and psychosocial COVID-19 impacts. Participants: In May 2020, 403 undergraduates (74% women; Mage = 20.4; 65% White, 19% Asian, 10% Latinx, 6% Black) were recruited. Methods: Participants completed a survey 2 months after their university switched to remote instruction due to COVID-19. Results: 15.2% reported either COVID-19 diagnosis or perceived symptoms, but there were no racial/ethnic disparities in this health outcome. Latinx and Asian students experienced higher COVID-19 related threat and negative beliefs than White students. Asian students experienced more discrimination and Latinx students experienced greater economic impacts. There were no differences in mental health or health behaviors. Conclusion: Results suggest that psychosocial impacts of a pandemic on undergraduate students vary by race/ethnicity, although mental health responses may be more universal. Implications for how colleges and universities can best serve student needs are discussed.
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Poppleton A, Howells K, Adeyemi I, Chew‐Graham C, Dikomitis L, Sanders C. The perceptions of general practice among Central and Eastern Europeans in the United Kingdom: A systematic scoping review. Health Expect 2022; 25:2107-2123. [PMID: 35048478 PMCID: PMC9615075 DOI: 10.1111/hex.13433] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 12/17/2021] [Accepted: 12/29/2021] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Around 2 million people have migrated from Central and Eastern Europe to the UK since 2004. The UK Central and Eastern European Community (UK-CEE) are disproportionately exposed to the social determinants of poor physical and mental health. Their health and healthcare beliefs remain under-researched, particularly regarding primary care. OBJECTIVE This review explores UK-CEE community members' use and perceptions of UK general practice. METHODS A systematic search of nine bibliographic databases identified 2094 publications that fulfilled the search criteria. Grey literature searches identified 16 additional relevant publications. Screening by title and abstract identified 201 publications of relevance, decreasing to 65 after full-text screening. Publications were critically appraised, with data extracted and coded. Thematic analysis using constant comparison allowed generation of higher-order thematic constructs. RESULTS Full UK-CEE national representation was achieved. Comparatively low levels of GP registration were described, with ability, desire and need to engage with GP services shaped by the interconnected nature of individual community members' cultural and sociodemographic factors. Difficulties overcoming access and in-consultation barriers are common, with health expectations frequently unmet. Distrust and dissatisfaction with general practice often persist, promoting alternative health-seeking approaches including transnational healthcare. Marginalized UK-CEE community subgroups including Roma, trafficked and homeless individuals have particularly poor GP engagement and outcomes. Limited data on the impact of Brexit and COVID-19 could be identified. CONCLUSIONS Review findings demonstrate the need for codesigned approaches to remove barriers to engagement, culturally adapt and develop trust in GP care for UK-CEE individuals. COMMUNITY INVOLVEMENT Community members and stakeholders shaped the conceptualisation of the review question and validation of emergent themes.
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Affiliation(s)
- Aaron Poppleton
- Centre for Primary Care and Health Services ResearchUniversity of ManchesterManchesterUK
- School of MedicineKeele UniversityKeeleUK
- NIHR Greater Manchester Patient Safety Translational Research Centre (GM‐PSTRC)ManchesterUK
| | - Kelly Howells
- Centre for Primary Care and Health Services ResearchUniversity of ManchesterManchesterUK
| | - Isabel Adeyemi
- Centre for Primary Care and Health Services ResearchUniversity of ManchesterManchesterUK
| | | | - Lisa Dikomitis
- Kent and Medway Medical SchoolUniversity of Kent and Canterbury Christ Church UniversityCanterburyUK
| | - Caroline Sanders
- Centre for Primary Care and Health Services ResearchUniversity of ManchesterManchesterUK
- NIHR Greater Manchester Patient Safety Translational Research Centre (GM‐PSTRC)ManchesterUK
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Kapoor N, Kalra S, Al Mahmeed W, Al-Rasadi K, Al-Alawi K, Banach M, Banerjee Y, Ceriello A, Cesur M, Cosentino F, Firenze A, Galia M, Goh SY, Janez A, Kempler P, Lessan N, Lotufo P, Papanas N, Rizvi AA, Sahebkar A, Santos RD, Stoian AP, Toth PP, Viswanathan V, Rizzo M. The Dual Pandemics of COVID-19 and Obesity: Bidirectional Impact. Diabetes Ther 2022; 13:1723-1736. [PMID: 36030317 PMCID: PMC9419639 DOI: 10.1007/s13300-022-01311-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 08/02/2022] [Indexed: 02/06/2023] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), responsible for the COVID-19 pandemic, has been shown to disrupt many organ systems in the human body. Though several medical disorders have been affected by this infection, a few illnesses in addition may also play a role in determining the outcome of COVID-19. Obesity is one such disease which is not only affected by the occurrence of COVID-19 but can also result in a worse clinical outcome of COVID-19 infection. This manuscript summarizes the most recent evidence supporting the bidirectional impact of COVID-19 and obesity. It highlights how the presence of obesity can be detrimental to the outcome of COVID-19 in a given patient because of the mechanical limitations in lung compliance and also by the activation of several thrombo-inflammatory pathways. The sociodemographic changes brought about by the pandemic in turn have facilitated the already increasing prevalence of obesity. This manuscript highlights the importance of recognizing these pathways which may further help in policy changes that facilitate appropriate measures to prevent the further worsening of these two pandemics.
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Affiliation(s)
- Nitin Kapoor
- Department of Endocrinology, Diabetes and Metabolism, Christian Medical College, Vellore, India
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Sanjay Kalra
- Department of Endocrinology, Bharti Hospital, B.R.I.D.E., Karnal, 132001, India.
| | - Wael Al Mahmeed
- Heart and Vascular Institute, Cleveland Clinic, Abu Dhabi, United Arab Emirates
| | | | - Kamila Al-Alawi
- Department of Training and Studies, Royal Hospital, Ministry of Health, Muscat, Oman
| | - Maciej Banach
- Department of Preventive Cardiology and Lipidology, Medical University of Lodz (MUL), Lodz, Poland
- Polish Mother's Memorial Hospital Research Institute (PMMHRI), Lodz, Poland
- Cardiovascular Research Centre, University of Zielona Gora, Zielona Gora, Poland
| | - Yajnavalka Banerjee
- Department of Biochemistry, Mohammed Bin Rashid University, Dubai, United Arab Emirates
| | | | - Mustafa Cesur
- Clinic of Endocrinology, Ankara Güven Hospital, Ankara, Turkey
| | - Francesco Cosentino
- Unit of Cardiology, Karolinska Institute and Karolinska University Hospital, University of Stockholm, Stockholm, Sweden
| | - Alberto Firenze
- Unit of Research and International Cooperation, University Hospital of Palermo, Palermo, Italy
| | - Massimo Galia
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (Bind), University of Palermo, Palermo, Italy
| | - Su-Yen Goh
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | - Andrej Janez
- Department of Endocrinology, Diabetes and Metabolic Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia
| | - Peter Kempler
- Department of Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Nader Lessan
- The Research Institute, Imperial College London Diabetes Centre, Abu Dhabi, United Arab Emirates
| | - Paulo Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Nikolaos Papanas
- Diabetes Center, Second Department of Internal Medicine, Democritus University of Thrace, University Hospital of Alexandroupolis, Alexandroupolis, Greece
| | - Ali A Rizvi
- Department of Medicine, University of Central Florida College of Medicine, Orlando, FL, USA
| | - Amirhossein Sahebkar
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Biotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Raul D Santos
- Heart Institute (InCor), University of Sao Paulo Medical School Hospital, Sao Paulo, Brazil
- Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | - Anca Pantea Stoian
- Faculty of Medicine, Diabetes, Nutrition and Metabolic Diseases, Carol Davila University, Bucharest, Romania
| | - Peter P Toth
- Cicarrone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Manfredi Rizzo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (Promise), School of Medicine, University of Palermo, Palermo, Italy
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Menezes A, Henry S, Agarwal G. It's high time Canada started collecting race-based performance data on medical training and careers. LANCET REGIONAL HEALTH. AMERICAS 2022; 14:100326. [PMID: 36777392 PMCID: PMC9904144 DOI: 10.1016/j.lana.2022.100326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Anjali Menezes
- Differential Attainment REsearch Group (DARe), Assistant Clinical Professor (Adjunct), Department of Family Medicine, McMaster University, Hamilton, Canada
| | - Shayna Henry
- Differential Attainment REsearch Group (DARe), Assistant Clinical Professor (Adjunct), Department of Family Medicine, McMaster University, Hamilton, Canada
| | - Gina Agarwal
- Differential Attainment REsearch Group (DARe), Professor, McMaster Family Medicine Levitt Scholar, Department of Family Medicine, McMaster University, Hamilton, Canada
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Penkler M, Jacob CM, Müller R, Kenney M, Norris SA, da Costa CP, Richardson SS, Roseboom TJ, Hanson M. Developmental Origins of Health and Disease, resilience and social justice in the COVID era. J Dev Orig Health Dis 2022; 13:413-416. [PMID: 34709151 DOI: 10.1017/s204017442100060x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The COVID-19 pandemic has shone a spotlight on how health outcomes are unequally distributed among different population groups, with disadvantaged communities and individuals being disproportionality affected in terms of infection, morbidity and mortality, as well as vaccine access. Recently, there has been considerable debate about how social disadvantage and inequality intersect with developmental processes to result in a heightened susceptibility to environmental stressors, economic shocks and large-scale health emergencies. We argue that DOHaD Society members can make important contributions to addressing issues of inequality and improving community resilience in response to COVID-19. In order to do so, it is beneficial to engage with and adopt a social justice framework. We detail how DOHaD can align its research and policy recommendations with a social justice perspective to ensure that we contribute to improving the health of present and future generations in an equitable and socially just way.
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Affiliation(s)
- Michael Penkler
- Munich Center for Technology in Society, Technical University of Munich, Munich, Germany
| | - Chandni M Jacob
- Institute of Developmental Sciences and NIHR Southampton Biomedical Research Centre, Southampton University Hospital and University of Southampton, Southampton, UK
| | - Ruth Müller
- Munich Center for Technology in Society, Technical University of Munich, Munich, Germany
- School of Life Sciences and School of Management, Technical University of Munich, Munich, Germany
| | - Martha Kenney
- Department of Women and Gender Studies, San Francisco State University, San Francisco, California, USA
| | - Shane A Norris
- Institute of Developmental Sciences and NIHR Southampton Biomedical Research Centre, Southampton University Hospital and University of Southampton, Southampton, UK
- South African Medical Research Council (SAMRC)/Wits Developmental Pathways for Health Research Unit (DPHRU), Department of Paediatrics and Child Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Clarissa P da Costa
- Institute for Medical Microbiology, Immunology and Hygiene, Technical University of Munich, Munich, Germany
- Centre for Global Health, Technical University of Munich, Munich, Germany
| | - Sarah S Richardson
- Department of the History of Science and Studies of Women, Gender and Sexuality, Harvard University, Cambridge, Massachusetts, USA
| | - Tessa J Roseboom
- Department of Obstetrics and Gynaecology, Department of Epidemiology and Data Science, Amsterdam Reproduction and Development, Amsterdam Public Health Research Institute, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Mark Hanson
- Institute of Developmental Sciences and NIHR Southampton Biomedical Research Centre, Southampton University Hospital and University of Southampton, Southampton, UK
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Brettin K, Shah AS, Welcher J, Jastrzembski B. Reduced visits to pediatric eye care among socioeconomically disadvantaged patients during the COVID-19 pandemic. J AAPOS 2022; 26:195-196. [PMID: 35659978 PMCID: PMC9156433 DOI: 10.1016/j.jaapos.2022.03.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 03/08/2022] [Accepted: 03/17/2022] [Indexed: 11/12/2022]
Abstract
We hypothesized that children with low socioeconomic status (SES) had disproportionately fewer eye care visits during the early COVID-19 pandemic and that these children would be less likely to use synchronous provider-to-patient telemedicine eye care visits. This study investigated changes in patient demographics at a large, academic pediatric eye center before and after the pandemic. A retrospective review of all visits from March 18, 2019, to May 31, 2019 (pre-COVID period) and of the same date range in 2020 (COVID period) was performed. Patient addresses were used to calculate the Area Deprivation Index (ADI), a validated measure of a neighborhood's SES. Patients who identified as non-White, and those requiring an interpreter had relatively fewer visits during the COVID period compared to the pre-COVID period. In addition, relatively fewer telemedicine visits were performed with patients who lived in a neighborhood classified as at or above the 50th ADI percentile (more disadvantaged).
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Affiliation(s)
- Kaitlyn Brettin
- Harvard Medical School, Boston, Massachusetts; Wills Eye Hospital, Philadelphia, Pennsylvania; Boston Children's Hospital, Boston Massachusetts
| | - Ankoor S Shah
- Harvard Medical School, Boston, Massachusetts; Boston Children's Hospital, Boston Massachusetts; Massachusetts Eye & Ear, Boston Massachusetts
| | | | - Benjamin Jastrzembski
- Harvard Medical School, Boston, Massachusetts; Boston Children's Hospital, Boston Massachusetts; Massachusetts Eye & Ear, Boston Massachusetts.
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Real-World Data of a Group-Based Formula Low Energy Diet Programme in Achieving Type 2 Diabetes Remission and Weight Loss in an Ethnically Diverse Population in the UK: A Service Evaluation. Nutrients 2022; 14:nu14153146. [PMID: 35956322 PMCID: PMC9370492 DOI: 10.3390/nu14153146] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 07/18/2022] [Accepted: 07/26/2022] [Indexed: 11/18/2022] Open
Abstract
(1) Background: Formula low energy diets (LED) are effective at inducing weight loss and type 2 diabetes (T2DM) remission. However, the effect of LED programmes in ethnic minority groups in the UK is unknown. (2) Methods: A service-evaluation was undertaken of a group-based LED, total diet replacement (TDR) programme in London, UK. The programme included: a 12-week TDR phase, 9-week food reintroduction and a 31-week weight maintenance phase and was delivered by a diabetes multi-disciplinary team. (3) Results: Between November 2018 and March 2020, 216 individuals were referred, 37 commenced the programme, with 29 completing (78%). The majority were of Black British (20%) ethnicity with a mean (SD) age of 50.4 (10.5) years, a body mass index of 34.4 (4.4) kg/m2 and a T2DM duration of 4.2 (3.6) years. At 12 months, 65.7% achieved T2DM remission, with a mean bodyweight loss of 11.6 (8.9) kg. Completers lost 15.8 (5.3) kg, with 31.4% of participants achieving ≥15 kg weight loss. Quality of life measures showed significant improvements. (4) Conclusions: This service evaluation shows for the first time in the UK that a group-based formula LED programme can be effective in achieving T2DM remission and weight loss in an ethnical diverse population.
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Norris T, Razieh C, Zaccardi F, Yates T, Islam N, Gillies CL, Chudasama YV, Rowlands AV, Davies MJ, McCann GP, Banerjee A, Lam CSP, Docherty AB, Openshaw PJ, Baillie JK, Semple MG, Lawson CA, Khunti K. Impact of cardiometabolic multimorbidity and ethnicity on cardiovascular/renal complications in patients with COVID-19. Heart 2022; 108:1200-1208. [PMID: 34911741 PMCID: PMC8678560 DOI: 10.1136/heartjnl-2021-320047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 11/08/2021] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE Using a large national database of people hospitalised with COVID-19, we investigated the contribution of cardio-metabolic conditions, multi-morbidity and ethnicity on the risk of in-hospital cardiovascular complications and death. METHODS A multicentre, prospective cohort study in 302 UK healthcare facilities of adults hospitalised with COVID-19 between 6 February 2020 and 16 March 2021. Logistic models were used to explore associations between baseline patient ethnicity, cardiometabolic conditions and multimorbidity (0, 1, 2, >2 conditions), and in-hospital cardiovascular complications (heart failure, arrhythmia, cardiac ischaemia, cardiac arrest, coagulation complications, stroke), renal injury and death. RESULTS Of 65 624 patients hospitalised with COVID-19, 44 598 (68.0%) reported at least one cardiometabolic condition on admission. Cardiovascular/renal complications or death occurred in 24 609 (38.0%) patients. Baseline cardiometabolic conditions were independently associated with increased odds of in-hospital complications and this risk increased in the presence of cardiometabolic multimorbidity. For example, compared with having no cardiometabolic conditions, 1, 2 or ≥3 conditions was associated with 1.46 (95% CI 1.39 to 1.54), 2.04 (95% CI 1.93 to 2.15) and 3.10 (95% CI 2.92 to 3.29) times higher odds of any cardiovascular/renal complication, respectively. A similar pattern was observed for all-cause death. Compared with the white group, the South Asian (OR 1.19, 95% CI 1.10 to 1.29) and black (OR 1.53 to 95% CI 1.37 to 1.72) ethnic groups had higher risk of any cardiovascular/renal complication. CONCLUSIONS In hospitalised patients with COVID-19, cardiovascular complications or death impacts just under half of all patients, with the highest risk in those of South Asian or Black ethnicity and in patients with cardiometabolic multimorbidity.
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Affiliation(s)
- Tom Norris
- Leicester Real World Evidence Unit, Leicester General Hospital, Leicester, UK
| | - Cameron Razieh
- Diabetes Research Centre, University of Leicester, Leicester, Leicestershire, UK
| | - Francesco Zaccardi
- Leicester Real World Evidence Unit, Leicester General Hospital, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, Leicestershire, UK
| | - Thomas Yates
- Diabetes Research Centre, University of Leicester, Leicester, Leicestershire, UK
| | - Nazrul Islam
- Big Data Institute, University of Oxford, Oxford, Oxfordshire, UK
| | - Clare L Gillies
- Diabetes Research Centre, University of Leicester, Leicester, Leicestershire, UK
| | - Yogini V Chudasama
- Diabetes Research Centre, University of Leicester, Leicester, Leicestershire, UK
| | - Alex V Rowlands
- Diabetes Research Centre, University of Leicester, Leicester, Leicestershire, UK
| | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, Leicester, Leicestershire, UK
| | - Gerry P McCann
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Amitava Banerjee
- Farr Institute of Health Informatics Research, University College London, London, UK
| | - Carolyn S P Lam
- Department of Cardiology, National Heart Centre Singapore, Singapore
| | - Annemarie B Docherty
- Usher Institute of Population Health Sciences and Informatics, The University of Edinburgh, Edinburgh, Edinburgh, UK
| | | | - J Kenneth Baillie
- The Roslin Institute, The University of Edinburgh, Easter Bush Campus, Midlothian, UK
| | | | - Claire Alexandra Lawson
- Leicester Real World Evidence Unit, Leicester General Hospital, Leicester, UK
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Kamlesh Khunti
- Leicester Real World Evidence Unit, Leicester General Hospital, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, Leicestershire, UK
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Li M, Yu C, Zuo X, Karp C, Ramaiya A, Blum R, Moreau C. COVID-19 Experiences and Health-Related Implications: Results From a Mixed-Method Longitudinal Study of Urban Poor Adolescents in Shanghai. J Adolesc Health 2022; 71:30-38. [PMID: 35537886 PMCID: PMC9077362 DOI: 10.1016/j.jadohealth.2022.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 03/15/2022] [Accepted: 03/22/2022] [Indexed: 11/07/2022]
Abstract
PURPOSE This analysis aimed to investigate gender differences in adolescents' concerns and the health implications of COVID-19. METHODS We used two rounds of the Global Early Adolescent Study (GEAS) collected in Shanghai in 2018 and 2020. We analyzed data from 621 adolescents, comparing boys' and girls' concerns about COVID-19 and examining trends in general health and mental health by sex between the pre-COVID-19 and COVID-19 periods. Changes in health indicators over time were assessed using generalized estimating equation (GEE) models. RESULTS Adolescent girls reported more health concerns (52.0% vs. 42.7%) and educational concerns (61.0% vs. 46.3%) than boys, whereas boys expressed more worries about the economic consequences of COVID-19 (32.9% vs. 25.4%). Changes in health-related outcomes during the pandemic compared to the prepandemic era differed by sex and varied by COVID-related experiences. Boys reported improved overall health (OR: 1.54, 95% CI: 1.00, 2.35) in the COVID-19 period relative to the pre-COVID-19 period. Such improvements were only observed among boys who reported no family economic hardships (OR: 2.10, 95% CI: 1.24, 3.58). We found no significant change for girls (OR: 1.14, 95% CI: 0.83, 1.55), regardless of COVID-19 economic impacts. In contrast, girls reported increased anxiety (OR: 1.63, 95% CI: 1.09, 2.45), especially among those who were concerned about their academic performance (OR: 1.85, 95% CI: 1.16, 2.97). Boys experienced no such increase (OR: 0.92, 95% CI: 0.55, 1.54), regardless of their education concerns. DISCUSSION Adolescents' COVID-19 experiences are highly gendered and result in increased health inequalities, with greater mental health implications for girls.
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Affiliation(s)
- Mengmeng Li
- Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
| | - Chunyan Yu
- NHC Key Laboratory of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Fudan University, Shanghai, China
| | - Xiayun Zuo
- NHC Key Laboratory of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Fudan University, Shanghai, China
| | - Celia Karp
- Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Astha Ramaiya
- Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Robert Blum
- Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Caroline Moreau
- Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; Soins Primaires et Prévention. Inserm U1018, Center for Research in Epidemiology and Population Health (CESP), Villejuif, France
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50
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Tang IW, Vieira VM, Shearer E. Effect of socioeconomic factors during the early COVID-19 pandemic: a spatial analysis. BMC Public Health 2022; 22:1212. [PMID: 35715743 PMCID: PMC9205762 DOI: 10.1186/s12889-022-13618-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/07/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Spatial variability of COVID-19 cases may suggest geographic disparities of social determinants of health. Spatial analyses of population-level data may provide insight on factors that may contribute to COVID-19 transmission, hospitalization, and death. METHODS Generalized additive models were used to map COVID-19 risk from March 2020 to February 2021 in Orange County (OC), California. We geocoded and analyzed 221,843 cases to OC census tracts within a Poisson framework while smoothing over census tract centroids. Location was randomly permuted 1000 times to test for randomness. We also separated the analyses temporally to observe if risk changed over time. COVID-19 cases, hospitalizations, and deaths were mapped across OC while adjusting for population-level demographic data in crude and adjusted models. RESULTS Risk for COVID-19 cases, hospitalizations, and deaths were statistically significant in northern OC. Adjustment for demographic data substantially decreased spatial risk, but areas remained statistically significant. Inclusion of location within our models considerably decreased the magnitude of risk compared to univariate models. However, percent minority (adjusted RR: 1.06, 95%CI: 1.06, 1.07), average household size (aRR: 1.06, 95%CI: 1.05, 1.07), and percent service industry (aRR: 1.05, 95%CI: 1.04, 1.06) remained significantly associated with COVID-19 risk in adjusted spatial models. In addition, areas of risk did not change between surges and risk ratios were similar for hospitalizations and deaths. CONCLUSION Significant risk factors and areas of increased risk were identified in OC in our adjusted models and suggests that social and environmental factors contribute to the spread of COVID-19 within communities. Areas in north OC remained significant despite adjustment, but risk substantially decreased. Additional investigation of risk factors may provide insight on how to protect vulnerable populations in future infectious disease outbreaks.
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Affiliation(s)
- Ian W Tang
- Department of Environmental and Occupational Health, Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, 100 Theory Drive, Irvine, CA, 92617, USA.
- Communicable Disease Control Division, Orange County Health Care Agency, Santa Ana, USA.
| | - Verónica M Vieira
- Department of Environmental and Occupational Health, Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, 100 Theory Drive, Irvine, CA, 92617, USA
| | - Eric Shearer
- Communicable Disease Control Division, Orange County Health Care Agency, Santa Ana, USA
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