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Xavier SM, Iyer SN. Reflections on the explanations of higher psychosis rates among migrant and ethnic minority populations: A critical discourse analysis. Transcult Psychiatry 2025:13634615251326020. [PMID: 40223323 DOI: 10.1177/13634615251326020] [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: 04/15/2025]
Abstract
A growing number of studies suggest that migrant and ethnic minority populations are at higher risk for being diagnosed with psychosis. However, the reasons why have been disputed. This study aims to explore different interpretations of the observed higher rates of psychosis diagnosis among immigrants and ethnic minorities in some parts of the world. We sought to examine these interpretations through a critical lens, acknowledging the social underpinnings of discourses and their power to shape real-world practices. Peer-reviewed editorials, commentaries and letters regarding the topics of interest were retrieved from database searches and subjected to a pattern-based critical discourse analysis. Across a 30-year span of literature, conceptualizations and explanations of higher psychosis rates amongst migrant and minoritized populations evolved in relation to the larger social context, at times opposing one another. Three discursive themes were identified, reflecting intersecting explanations: institutional racism in psychiatry; psychiatry as a scientific discipline that sees and treats all patients equally; and the social locus of high rates. Tensions surrounding psychiatry as a field, including issues of evidence, biological reductionism, and the conceptualization of psychiatric nosological categories have played out within the evolution of this discourse. Exploring how discursive constructions in relation to psychosis and minoritization have been shaped by historical and social factors, we consider the role of local and global dynamics of social power in favouring one explanatory model over another and how these may have affected efforts to prevent and better treat psychosis amongst immigrant and minoritized groups.
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Affiliation(s)
- Salomé M Xavier
- Department of Psychiatry, McGill University, Montreal, Canada
- Prevention and Early Intervention Program for Psychosis, Douglas Mental Health University Institute, Montreal, Canada
| | - Srividya N Iyer
- Department of Psychiatry, McGill University, Montreal, Canada
- Prevention and Early Intervention Program for Psychosis, Douglas Mental Health University Institute, Montreal, Canada
- Division of Social & Transcultural Psychiatry, McGill University, Montreal, Canada
- ACCESS Open Minds (Pan-Canadian Youth Mental Health Research Network), Canada
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2
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Modise LM, Alborzi Avanaki M, Ameen S, Celi LA, Chen VXY, Cordes A, Elmore M, Fiske A, Gallifant J, Hayes M, Marcelo A, Matos J, Nakayama L, Ozoani E, Silverman BC, Comeau DS. Introducing the Team Card: Enhancing governance for medical Artificial Intelligence (AI) systems in the age of complexity. PLOS DIGITAL HEALTH 2025; 4:e0000495. [PMID: 40036250 DOI: 10.1371/journal.pdig.0000495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 12/23/2024] [Indexed: 03/06/2025]
Abstract
This paper introduces the Team Card (TC) as a protocol to address harmful biases in the development of clinical artificial intelligence (AI) systems by emphasizing the often-overlooked role of researchers' positionality. While harmful bias in medical AI, particularly in Clinical Decision Support (CDS) tools, is frequently attributed to issues of data quality, this limited framing neglects how researchers' worldviews-shaped by their training, backgrounds, and experiences-can influence AI design and deployment. These unexamined subjectivities can create epistemic limitations, amplifying biases and increasing the risk of inequitable applications in clinical settings. The TC emphasizes reflexivity-critical self-reflection-as an ethical strategy to identify and address biases stemming from the subjectivity of research teams. By systematically documenting team composition, positionality, and the steps taken to monitor and address unconscious bias, TCs establish a framework for assessing how diversity within teams impacts AI development. Studies across business, science, and organizational contexts demonstrate that diversity improves outcomes, including innovation, decision-making quality, and overall performance. However, epistemic diversity-diverse ways of thinking and problem-solving-must be actively cultivated through intentional, collaborative processes to mitigate bias effectively. By embedding epistemic diversity into research practices, TCs may enhance model performance, improve fairness and offer an empirical basis for evaluating how diversity influences bias mitigation efforts over time. This represents a critical step toward developing inclusive, ethical, and effective AI systems in clinical care. A publicly available prototype presenting our TC is accessible at https://www.teamcard.io/team/demo.
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Affiliation(s)
- Lesedi Mamodise Modise
- Center for Bioethics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Mahsa Alborzi Avanaki
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America
| | - Saleem Ameen
- Department of Biomedical Informatics, Harvard Medical School, Harvard University, Boston, Massachusetts, United States of America
- Tasmanian School of Medicine, College of Health and Medicine, University of Tasmania, Hobart, Tasmania, Australia
- Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Leo A Celi
- Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Division of Pulmonary, Critical Care, and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Victor Xin Yuan Chen
- Center for Bioethics, Harvard Medical School, Boston, Massachusetts, United States of America
- Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong SAR
| | - Ashley Cordes
- Indigenous Media in Environmental Studies Program and the Department of Data Science, University of Oregon, Eugene, Oregon, United States of America
| | - Matthew Elmore
- Duke Health, AI Evaluation and Governance, Duke University, Durham, North Carolina, United States of America
| | - Amelia Fiske
- Department of Preclinical Medicine, Institute of History and Ethics in Medicine, TUM School of Medicine and Health, Technical University of Munich, Bavaria, Germany
| | - Jack Gallifant
- Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Department of Critical Care, Guy's and St. Thomas' NHS Trust, London, United Kingdom
| | - Megan Hayes
- Department of Environmental Studies, University of Oregon, Eugene, Oregon, United States of America
| | - Alvin Marcelo
- Medical Informatics Unit, College of Medicine, University of the Philippines Manila, Philippines
| | - Joao Matos
- Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Faculty of Engineering, University of Porto, Portugal
- Institute for Systems and Computer Engineering, Technology and Science, Porto, Portugal
| | - Luis Nakayama
- Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Department of Ophthalmology, Sao Paulo Federal University, Sao Paulo, Brazil
| | - Ezinwanne Ozoani
- Machine Learning and Ethics Research Engineer, Innovation n Ethics, Dublin, Ireland
| | - Benjamin C Silverman
- Center for Bioethics, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Human Research Affairs, Mass General Brigham, Somerville, Massachusetts, United States of America
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, Massachusetts, United States of America
| | - Donnella S Comeau
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America
- Department of Human Research Affairs, Mass General Brigham, Somerville, Massachusetts, United States of America
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3
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Desmarais SL, Morrissey B, Lowder EM, Zottola SA. Patterns of Self-Reported Mental Health Symptoms and Treatment among People Booked into a Large Metropolitan County Jail. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2024; 51:916-934. [PMID: 39014285 DOI: 10.1007/s10488-024-01398-8] [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] [Accepted: 06/30/2024] [Indexed: 07/18/2024]
Abstract
The Brief Jail Mental Health Screen (BJMHS) is one of the most well-known and frequently used tools to conduct routine mental health screening at jail intake. In prior research, the BJMHS results typically have been evaluated overall (i.e., yes/no positive screen). However, there is heterogeneity in symptom presentation and treatment histories among people with serious mental illness, and there are potential consequences of this heterogeneity for mental health administration and policy in jails. We conducted a latent class analysis of BJMHS item-level results using administrative data for 37,998 people booked into a southeastern, metropolitan, U.S. county jail over a 3.5-year period. A 4-class solution provided the best fitting and most interpretable model. The largest class (89.5%) comprised people unlikely to report symptoms or treatment histories (limited symptoms). The next class comprised people who were unlikely to report ongoing symptoms but reported medication and hospitalization (managed symptoms). The third class (2.5%) included people likely to report feeling useless/sinful, prior hospitalization, and current psychiatric medication (depressive symptoms). The fourth class (1.0%) comprised people likely to report thought control, paranoia, feeling useless/sinful, medication, and hospitalization (psychotic symptoms). Controlling for sociodemographic and booking characteristics, people in the managed, depressive, and psychotic symptoms classes had significantly longer jail stays compared to those in the limited symptoms class. People in the managed and depressive symptoms classes were at heightened risk of re-arrest compared to the limited symptoms class. Findings can inform case prioritization and the allocation of resources to support efficient and effective jail-based mental health services.
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Affiliation(s)
| | - Brandon Morrissey
- Policy Research Associates, Inc, Troy, 12180, NY, US
- North Carolina State University, Raleigh, NC, 27695, US
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Sanders AA, Roberts JD, McDowell MC, Muller A. The Consequences of Misdiagnosing Race-Based Trauma Response in Black Men: A Critical Examination. SOCIAL WORK IN PUBLIC HEALTH 2024; 39:721-733. [PMID: 39033343 DOI: 10.1080/19371918.2024.2380821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/23/2024]
Abstract
Mental illness is a significant public health concern prevalent in America. Over one in five U.S. adults are affected, yet less than half receive treatment. Among African Americans, only one in three seek treatment with statically lower rates among Black males. Therefore, an accurate diagnosis is crucial for appropriate treatment, while misdiagnosis leads to stigma, discrimination, and untreated illness. This paper examines the implications of misdiagnosing trauma responses in Black men, highlighting systemic biases that impede suitable care and perpetuate negative narratives. The authors propose a conceptual framework incorporating historical trauma, discrimination, and traumatic stress reactions, emphasizing the need for cultural competence and humility. This framework involves public narratives that influence perceptions and judgments, reviewing research evidence, advocating for competent trauma assessments, community empowerment, and future research directions. This paper underscores the importance of understanding and addressing the unique challenges Black men face in mental health diagnosis and treatment.
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Affiliation(s)
- Ashley A Sanders
- College of Health and Human Services, Saginaw Valley State University, University Center, Michigan, USA
| | - J Dontaè Roberts
- School of Health Sciences, Winston Salem State University, Winston-Salem, North Carolina, USA
| | - Melvin C McDowell
- College of Health and Human Services, Saginaw Valley State University, University Center, Michigan, USA
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Wise EA, Yan H, Oh E, Leoutsakos J. Racial/ethnic differences in neuropsychiatric disturbances associated with incident dementia. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2024; 16:e12615. [PMID: 38974877 PMCID: PMC11224973 DOI: 10.1002/dad2.12615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 05/28/2024] [Accepted: 06/06/2024] [Indexed: 07/09/2024]
Abstract
INTRODUCTION Neuropsychiatric symptoms (NPS) are nearly universal in dementia; some cross-sectional studies of NPS in dementia have found racial/ethnic differences, though it is unknown if NPS prevalence differs among racial/ethnic groups before and after dementia diagnosis. METHODS Participants were followed annually at Alzheimer's Disease Centers and were assessed on the Neuropsychiatric Inventory-Questionnaire (NPI-Q) with at least one follow-up visit at which they were diagnosed with dementia. Descriptive statistics were generated by race/ethnicity. NPS were modeled over time as a function of race/ethnicity and with diagnosis date as the baseline. RESULTS NPS were present in 95% in at least one time point. After adjusting for covariates, there were no statistically significant differences in NPI-Q total scores among racial/ethnic groups at the time of and after dementia diagnosis. DISCUSSION Findings from our prospective cohort study suggest that when individuals are matched at the time of conversion to dementia, there are no racial/ethnic differences in NPS. Highlights Neuropsychiatric symptoms of dementia are frequent and increase caregiver burden.Prior studies reported more neuropsychiatric symptoms (NPS) in Black compared to White individuals with dementia.National Alzheimer's Coordinating Center Black, White, and Hispanic participants did not differ in NPS at the time of dementia diagnosis.
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Affiliation(s)
- Elizabeth A. Wise
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Haijuan Yan
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Esther Oh
- Department of MedicineDepartment of Psychiatry and Behavioral SciencesDepartment of PathologyJohns Hopkins University School of MedicineJohns Hopkins University School of NursingBaltimoreMarylandUSA
| | - Jeannie‐Marie Leoutsakos
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of MedicineBaltimoreMarylandUSA
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Malison KA, Avila-Quintero VJ, Al-Mateen CS, Flores J, Landeros-Weisenberger A, Njoroge WFM, Novins DK, Robles-Ramamurthy B, Taylor JH, Bloch MH, Tobón AL. Racial Implicit Associations in Child Psychiatry. J Am Acad Child Adolesc Psychiatry 2024:S0890-8567(24)00305-8. [PMID: 38823476 DOI: 10.1016/j.jaac.2024.04.013] [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] [Received: 10/18/2023] [Revised: 03/28/2024] [Accepted: 05/23/2024] [Indexed: 06/03/2024]
Abstract
OBJECTIVE Racial disparities in diagnosis and treatment are prevalent in child psychiatry, including disparate diagnosis rates of internalizing and externalizing disorders in Black and White children. However, limited research has investigated mechanisms that contribute to these disparities. This study examined child racial implicit associations in psychiatric clinicians and medical students to address this gap. METHOD Psychiatrists and trainees completed an online survey including 2 race Implicit Association Tests (IATs) pairing child faces to words with either positive or negative valence, and words related to internalizing or externalizing behavioral problems. Psychiatrists and trainees' demographic predictors of implicit associations were also investigated. RESULTS Data were analyzed from 235 psychiatrists and trainees (112 child and adolescent psychiatrists and fellows) who met inclusion criteria. Psychiatrists and trainees demonstrated greater moderate-to-strong association between Black child faces and "bad" (ie, negatively valenced) words (44.3%) vs "good" (ie, positively valenced) words (6.4%), and between externalizing words (41.7%) vs internalizing words (7.2%). Psychiatrists and trainees' demographic characteristics including being female (β = -0.12; 95% CI = -0.23 to -0.01; p < .05), Black (β = -0.36; 95% CI = -0.54 to -0.18; p < .001), or an attending physician (β = -0.26; 95% CI = -0.45 to -0.06; p = .01) were significant predictors of decreased association between Black child faces and negative valence words. Being female was a significant predictor of decreased association between Black child faces and externalizing words (β = -0.26; 95% CI = -0.45 to -0.06; p = .01). CONCLUSION Participating psychiatrists and trainees demonstrated bias toward associating Black rather than White child faces with negative words and externalizing behavioral problems. Future research should examine the following: racial implicit associations in a more generalizable sample; the relationship between race IATs and provider behavior; and interventions to reduce racial inequities in psychiatry, including individual and systemic solutions. DIVERSITY & INCLUSION STATEMENT We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper received support from a program designed to increase minority representation in science.
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Affiliation(s)
| | | | | | - José Flores
- Yale University School of Medicine, New Haven, Connecticut; University of California, Los Angeles, Los Angeles, California
| | | | - Wanjikũ F M Njoroge
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania; Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Penn Medicine City, Philadelphia, Pennsylvania
| | - Douglas K Novins
- University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | | | - Jerome H Taylor
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania; Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Penn Medicine City, Philadelphia, Pennsylvania
| | | | - Amalia Londoño Tobón
- Yale University School of Medicine, New Haven, Connecticut; MedStar Georgetown University Hospital, Washington, District of Columbia.
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7
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Xu X, Li J, Zhu Z, Zhao L, Wang H, Song C, Chen Y, Zhao Q, Yang J, Pei Y. A Comprehensive Review on Synergy of Multi-Modal Data and AI Technologies in Medical Diagnosis. Bioengineering (Basel) 2024; 11:219. [PMID: 38534493 PMCID: PMC10967767 DOI: 10.3390/bioengineering11030219] [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: 12/29/2023] [Revised: 02/15/2024] [Accepted: 02/21/2024] [Indexed: 03/28/2024] Open
Abstract
Disease diagnosis represents a critical and arduous endeavor within the medical field. Artificial intelligence (AI) techniques, spanning from machine learning and deep learning to large model paradigms, stand poised to significantly augment physicians in rendering more evidence-based decisions, thus presenting a pioneering solution for clinical practice. Traditionally, the amalgamation of diverse medical data modalities (e.g., image, text, speech, genetic data, physiological signals) is imperative to facilitate a comprehensive disease analysis, a topic of burgeoning interest among both researchers and clinicians in recent times. Hence, there exists a pressing need to synthesize the latest strides in multi-modal data and AI technologies in the realm of medical diagnosis. In this paper, we narrow our focus to five specific disorders (Alzheimer's disease, breast cancer, depression, heart disease, epilepsy), elucidating advanced endeavors in their diagnosis and treatment through the lens of artificial intelligence. Our survey not only delineates detailed diagnostic methodologies across varying modalities but also underscores commonly utilized public datasets, the intricacies of feature engineering, prevalent classification models, and envisaged challenges for future endeavors. In essence, our research endeavors to contribute to the advancement of diagnostic methodologies, furnishing invaluable insights for clinical decision making.
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Affiliation(s)
- Xi Xu
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; (X.X.); (J.L.); (Z.Z.); (L.Z.); (H.W.); (C.S.); (Y.C.)
| | - Jianqiang Li
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; (X.X.); (J.L.); (Z.Z.); (L.Z.); (H.W.); (C.S.); (Y.C.)
| | - Zhichao Zhu
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; (X.X.); (J.L.); (Z.Z.); (L.Z.); (H.W.); (C.S.); (Y.C.)
| | - Linna Zhao
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; (X.X.); (J.L.); (Z.Z.); (L.Z.); (H.W.); (C.S.); (Y.C.)
| | - Huina Wang
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; (X.X.); (J.L.); (Z.Z.); (L.Z.); (H.W.); (C.S.); (Y.C.)
| | - Changwei Song
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; (X.X.); (J.L.); (Z.Z.); (L.Z.); (H.W.); (C.S.); (Y.C.)
| | - Yining Chen
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; (X.X.); (J.L.); (Z.Z.); (L.Z.); (H.W.); (C.S.); (Y.C.)
| | - Qing Zhao
- Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; (X.X.); (J.L.); (Z.Z.); (L.Z.); (H.W.); (C.S.); (Y.C.)
| | - Jijiang Yang
- Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing 100084, China;
| | - Yan Pei
- School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu 965-8580, Japan;
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8
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LaMotte ME, Elliott M, Mouzon DM. Revisiting the Black-White Mental Health Paradox During the Coronavirus Pandemic. J Racial Ethn Health Disparities 2023; 10:2802-2815. [PMID: 36441494 PMCID: PMC9707209 DOI: 10.1007/s40615-022-01457-6] [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: 09/21/2022] [Revised: 11/03/2022] [Accepted: 11/07/2022] [Indexed: 11/29/2022]
Abstract
Black Americans have lower rates of depression and anxiety than Whites, despite greater exposure to stressors known to negatively impact mental health, characterized as the Black-White mental health paradox. This study revisited the paradox during the coronavirus pandemic. Drawing on stress process theory, minority stress theory, and the rejection-identification model of discrimination, in-group identity, and well-being, we analyzed original survey data from a quota sample of African American and White adults (N = 594). The survey included a range of stressors and coping resources, including those relevant to the pandemic (e.g., COVID-19 illness) and race (e.g., witnessing anti-Black police violence). Results indicate that despite African Americans' greater exposure and vulnerability to racial discrimination, the Black-White mental health paradox holds, owing in part to protective effects of African American's higher self-esteem. Directions for future exploration of the paradox are presented based on this study's findings.
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Affiliation(s)
- Megan E LaMotte
- Interdisciplinary Social Psychology Program, University of Nevada, Reno, 1664 N Virginia St, Reno, NV, 89557, USA.
| | - Marta Elliott
- Department of Sociology, University of Nevada, Reno, Reno, NV, USA
| | - Dawne M Mouzon
- Department of Sociology, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA
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9
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Das A, Bruckner TA. New York City's Stop, Question, and Frisk Policy and Psychiatric Emergencies among Black Americans. J Urban Health 2023; 100:255-268. [PMID: 36763179 PMCID: PMC10160307 DOI: 10.1007/s11524-022-00710-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/23/2022] [Indexed: 02/11/2023]
Abstract
Under the Stop, Question, and Frisk (SQF) policy, New York City (NYC) police stopped Black Americans at more than twice the rate of non-Hispanic whites, after controlling for arrests and precinct differences. We examined whether police stops of Black Americans during SQF correspond positively with psychiatric emergency department (ED) visits among Black residents in NYC. We utilized as the exposure all police stops, stops including frisking, and stops including use of force among Black Americans in NYC between 2006 and 2015 from the New York City Police Department's New York City-Stop, Question, and Frisk database. We examined 938,356 outpatient psychiatric ED visits among Black Americans in NYC between 2006 and 2015 from the Statewide Emergency Department Database (SEDD). We applied Box-Jenkins time-series methods to control for monthly temporal patterns. Results indicate that all stops, frisking, and use of force of Black residents correspond with increased psychiatric ED visits among Black Americans in NYC (all stops-coef = 0.024, 95%CI = 0.006, 0.043; frisking-coef = 0.048, 95%CI = 0.015, 0.080; use of force-coef = 0.109, 95%CI = 0.028, 0.190). Our findings indicate that a one standard deviation increase in police stops equates to a 2.72% increase in psychiatric ED visits among Black residents in NYC. Use of force may have the greatest mental health consequences due to perceived threats of physical violence or bodily harm to other members of the targeted group. Racially biased and unconstitutional police encounters may have acute mental health implications for the broader Black community not directly involved in the encounter itself.
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Affiliation(s)
- Abhery Das
- Program in Public Health, University of California, 653 East Peltason Drive, Irvine, CA, 92617, USA.
| | - Tim A Bruckner
- Program in Public Health, University of California, 653 East Peltason Drive, Irvine, CA, 92617, USA
- Center for Population, Inequality, and Policy, University of California, Irvine, USA
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10
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Rakhshan Rouhakhtar P, Roemer C, Reeves G, Schiffman J. The associations between attenuated psychosis symptoms and functioning in Black and White youth at clinical high-risk for psychosis. Schizophr Res 2023; 253:40-47. [PMID: 34922800 DOI: 10.1016/j.schres.2021.11.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 11/17/2021] [Accepted: 11/19/2021] [Indexed: 11/22/2022]
Abstract
Extensive research has demonstrated racial disparities, particularly among Black individuals, in both presentation and course of psychosis spectrum disorders. Few studies, however, have examined racial differences in the clinical high-risk (CHR) phase of illness. It is unclear if functional deficits seen in association with CHR symptoms generalize to marginalized racial groups, or whether race may play a role in the link between symptoms and functioning. In a sample of youth at CHR (N = 46), the present study examined the effect of race (Black and White represented in this sample) on the relation between CHR symptoms and social/role functioning. Race had a moderating effect on the relation between CHR symptoms and social functioning for total positive symptom score (p < .04, f2 = 0.10). Although positive symptoms were associated with worse social functioning for White participants, no association was found for Black participants. Follow up analyses indicated suspiciousness was a statistically significant predictor of social functioning for White participants but was unrelated to functioning for Black participants. Results may be indicative of phenomenon experienced by individuals within racial minority groups (e.g., "healthy suspiciousness") or potential measurement validity concerns. Findings further the understanding of racial differences in the CHR phase of illness among White and Black youth and highlight limitations of the existing CHR literature and assessment tools for diverse youth.
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Affiliation(s)
- Pamela Rakhshan Rouhakhtar
- University of Maryland, Baltimore County, Department of Psychology, 1000 Hilltop Circle, Baltimore, MD 21250, United States of America; University of Maryland School of Medicine, Division of Child & Adolescent Psychiatry, 701 W. Pratt Street, Baltimore, MD 21201, United States of America.
| | - Caroline Roemer
- University of Maryland, Baltimore County, Department of Psychology, 1000 Hilltop Circle, Baltimore, MD 21250, United States of America
| | - Gloria Reeves
- University of Maryland School of Medicine, Division of Child & Adolescent Psychiatry, 701 W. Pratt Street, Baltimore, MD 21201, United States of America
| | - Jason Schiffman
- University of California, Irvine, Department of Psychological Science, 4201 Social & Behavioral Sciences Gateway, Irvine, CA 92697, United States of America
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11
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Haeffel GJ, Jeronimus BF, Kaiser BN, Weaver LJ, Soyster PD, Fisher AJ, Vargas I, Goodson JT, Lu W. Folk Classification and Factor Rotations: Whales, Sharks, and the Problems With the Hierarchical Taxonomy of Psychopathology (HiTOP). Clin Psychol Sci 2022; 10:259-278. [PMID: 35425668 PMCID: PMC9004619 DOI: 10.1177/21677026211002500] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The Hierarchical Taxonomy of Psychopathology (HiTOP) uses factor analysis to group people with similar self-reported symptoms (i.e., like-goes-with-like). It is hailed as a significant improvement over other diagnostic taxonomies. However, the purported advantages and fundamental assumptions of HiTOP have received little, if any scientific scrutiny. We critically evaluated five fundamental claims about HiTOP. We conclude that HiTOP does not demonstrate a high degree of verisimilitude and has the potential to hinder progress on understanding the etiology of psychopathology. It does not lend itself to theory-building or taxonomic evolution, and it cannot account for multifinality, equifinality, or developmental and etiological processes. In its current form, HiTOP is not ready to use in clinical settings and may result in algorithmic bias against underrepresented groups. We recommend a bifurcation strategy moving forward in which the DSM is used in clinical settings while researchers focus on developing a falsifiable theory-based classification system.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Wei Lu
- University of Iowa Hospitals and Clinics
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12
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Velagapudi L, Mouchtouris N, Baldassari MP, Nauheim D, Khanna O, Saiegh FA, Herial N, Gooch MR, Tjoumakaris S, Rosenwasser RH, Jabbour P. Discrepancies in Stroke Distribution and Dataset Origin in Machine Learning for Stroke. J Stroke Cerebrovasc Dis 2021; 30:105832. [PMID: 33940363 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105832] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 04/11/2021] [Accepted: 04/11/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Machine learning algorithms depend on accurate and representative datasets for training in order to become valuable clinical tools that are widely generalizable to a varied population. We aim to conduct a review of machine learning uses in stroke literature to assess the geographic distribution of datasets and patient cohorts used to train these models and compare them to stroke distribution to evaluate for disparities. AIMS 582 studies were identified on initial searching of the PubMed database. Of these studies, 106 full texts were assessed after title and abstract screening which resulted in 489 papers excluded. Of these 106 studies, 79 were excluded due to using cohorts from outside the United States or being review articles or editorials. 27 studies were thus included in this analysis. SUMMARY OF REVIEW Of the 27 studies included, 7 (25.9%) used patient data from California, 6 (22.2%) were multicenter, 3 (11.1%) were in Massachusetts, 2 (7.4%) each in Illinois, Missouri, and New York, and 1 (3.7%) each from South Carolina, Washington, West Virginia, and Wisconsin. 1 (3.7%) study used data from Utah and Texas. These were qualitatively compared to a CDC study showing the highest distribution of stroke in Mississippi (4.3%) followed by Oklahoma (3.4%), Washington D.C. (3.4%), Louisiana (3.3%), and Alabama (3.2%) while the prevalence in California was 2.6%. CONCLUSIONS It is clear that a strong disconnect exists between the datasets and patient cohorts used in training machine learning algorithms in clinical research and the stroke distribution in which clinical tools using these algorithms will be implemented. In order to ensure a lack of bias and increase generalizability and accuracy in future machine learning studies, datasets using a varied patient population that reflects the unequal distribution of stroke risk factors would greatly benefit the usability of these tools and ensure accuracy on a nationwide scale.
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Affiliation(s)
- Lohit Velagapudi
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA
| | | | | | - David Nauheim
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA
| | - Omaditya Khanna
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA
| | - Fadi Al Saiegh
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA
| | - Nabeel Herial
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA
| | - M Reid Gooch
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA
| | | | | | - Pascal Jabbour
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA.
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Londono Tobon A, Flores JM, Taylor JH, Johnson I, Landeros-Weisenberger A, Aboiralor O, Avila-Quintero VJ, Bloch MH. Racial Implicit Associations in Psychiatric Diagnosis, Treatment, and Compliance Expectations. ACADEMIC PSYCHIATRY : THE JOURNAL OF THE AMERICAN ASSOCIATION OF DIRECTORS OF PSYCHIATRIC RESIDENCY TRAINING AND THE ASSOCIATION FOR ACADEMIC PSYCHIATRY 2021; 45:23-33. [PMID: 33438155 PMCID: PMC7933096 DOI: 10.1007/s40596-020-01370-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 11/04/2020] [Indexed: 05/04/2023]
Abstract
OBJECTIVE Racial and ethnic disparities are well documented in psychiatry, yet suboptimal understanding of underlying mechanisms of these disparities undermines diversity, inclusion, and education efforts. Prior research suggests that implicit associations can affect human behavior, which may ultimately influence healthcare disparities. This study investigated whether racial implicit associations exist among medical students and psychiatric physicians and whether race/ethnicity, training level, age, and gender predicted racial implicit associations. METHODS Participants completed online demographic questions and 3 race Implicit Association Tests (IATs) related to psychiatric diagnosis (psychosis vs. mood disorders), patient compliance (compliance vs. non-compliance), and psychiatric medications (antipsychotics vs. antidepressants). Linear and logistic regression models were used to identify demographic predictors of racial implicit associations. RESULTS The authors analyzed data from 294 medical students and psychiatric physicians. Participants were more likely to pair faces of Black individuals with words related to psychotic disorders (as opposed to mood disorders), non-compliance (as opposed to compliance), and antipsychotic medications (as opposed to antidepressant medications). Among participants, self-reported White race and higher level of training were the strongest predictors of associating faces of Black individuals with psychotic disorders, even after adjusting for participant's age. CONCLUSIONS Racial implicit associations were measurable among medical students and psychiatric physicians. Future research should examine (1) the relationship between implicit associations and clinician behavior and (2) the ability of interventions to reduce racial implicit associations in mental healthcare.
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Affiliation(s)
| | - José M Flores
- Yale University School of Medicine, New Haven, CT, USA
| | - Jerome H Taylor
- Children's Hospital of Philadelphia & University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Isaac Johnson
- Yale University School of Medicine, New Haven, CT, USA
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Asonye U, Apping N, Lopez LV, Popeo DM. Health Disparities in Black Patients with Severe Mental Illness and the Role of Structural Racism. Psychiatr Ann 2020. [DOI: 10.3928/00485713-20201007-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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15
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Wade RM, Harper GW. Racialized Sexual Discrimination (RSD) in the Age of Online Sexual Networking: Are Young Black Gay/Bisexual Men (YBGBM) at Elevated Risk for Adverse Psychological Health? AMERICAN JOURNAL OF COMMUNITY PSYCHOLOGY 2020; 65:504-523. [PMID: 31587325 DOI: 10.1002/ajcp.12401] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Young Black gay/bisexual men (YBGBM) are a highly marginalized population across multiple health outcomes. Most research on YBGBM health has focused on HIV/sexual health, but there is a demonstrable need for research examining racism and psychosocial functioning among this population. Racialized Sexual Discrimination (RSD), also known as sexual racism, is an important but under-investigated phenomenon that may have implications for the psychological health and well-being of YBGBM. This paper provides an overview of empirical research on RSD as experienced by gay/bisexual men of color in online partner-seeking venues. First, the researchers discuss how racialized experiences are a documented online phenomenon, with a variety of manifestations, and identify the potential effects that this phenomenon may have on the psychosocial health of YBGBM, and gay/bisexual men of color as a whole. Second, the researchers synthesize the RSD literature with a broader literature examining psychological well-being across race and sexual orientation. Third, the researchers present a theoretically grounded conceptual model detailing the pathways between RSD and psychological well-being using a stress and coping framework. The paper concludes with recommendations for future research on this topic, including scale development and hypothesis testing.
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Affiliation(s)
- Ryan M Wade
- University of Illinois at Urbana-Champaign School of Social Work, Urbana, IL, USA
| | - Gary W Harper
- Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, MI, USA
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16
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Examining the role of sex in self-injurious thoughts and behaviors. Clin Psychol Rev 2018; 66:3-11. [DOI: 10.1016/j.cpr.2017.09.009] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 09/21/2017] [Accepted: 09/25/2017] [Indexed: 11/23/2022]
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Abstract
Effy Vayena and colleagues argue that machine learning in medicine must offer data protection, algorithmic transparency, and accountability to earn the trust of patients and clinicians.
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Lee J, Chon MW, Kim H, Rathi Y, Bouix S, Shenton ME, Kubicki M. Diagnostic value of structural and diffusion imaging measures in schizophrenia. NEUROIMAGE-CLINICAL 2018; 18:467-474. [PMID: 29876254 PMCID: PMC5987843 DOI: 10.1016/j.nicl.2018.02.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Revised: 02/03/2018] [Accepted: 02/05/2018] [Indexed: 12/24/2022]
Abstract
Objectives Many studies have attempted to discriminate patients with schizophrenia from healthy controls by machine learning using structural or functional MRI. We included both structural and diffusion MRI (dMRI) and performed random forest (RF) and support vector machine (SVM) in this study. Methods We evaluated the performance of classifying schizophrenia using RF method and SVM with 504 features (volume and/or fractional anisotropy and trace) from 184 brain regions. We enrolled 47 patients and 23 age- and sex-matched healthy controls and resampled our data into a balanced dataset using a Synthetic Minority Oversampling Technique method. We randomly permuted the classification of all participants as a patient or healthy control 100 times and ran the RF and SVM with leave one out cross validation for each permutation. We then compared the sensitivity and specificity of the original dataset and the permuted dataset. Results Classification using RF with 504 features showed a significantly higher rate of performance compared to classification by chance: sensitivity (87.6% vs. 47.0%) and specificity (95.9 vs. 48.4%) performed by RF, sensitivity (89.5% vs. 48.0%) and specificity (94.5% vs. 47.1%) performed by SVM. Conclusions Machine learning using RF and SVM with both volume and diffusion measures can discriminate patients with schizophrenia with a high degree of performance. Further replications are required.
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Affiliation(s)
- Jungsun Lee
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea; Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Myong-Wuk Chon
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Harin Kim
- Department of psychiatry, Korean Armed Forces Capital Hospital, Bundang-gu, Republic of Korea
| | - Yogesh Rathi
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sylvain Bouix
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; VA Boston Healthcare System, Brockton Division, Brockton, MA, USA; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Marek Kubicki
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
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20
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Hankerson SH, Suite D, Bailey RK. Treatment disparities among African American men with depression: implications for clinical practice. J Health Care Poor Underserved 2016; 26:21-34. [PMID: 25702724 DOI: 10.1353/hpu.2015.0012] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A decade has passed since the National Institute of Mental Health initiated its landmark Real Men Real Depression public education campaign. Despite increased awareness, depressed African American men continue to underutilize mental health treatment and have the highest all-cause mortality rates of any racial/ethnic group in the United States. We review a complex array of socio-cultural factors, including racism and discrimination, cultural mistrust, misdiagnosis and clinician bias, and informal support networks that contribute to treatment disparities. We identify clinical and community entry points to engage African American men. We provide specific recommendations for frontline mental health workers to increase depression treatment utilization for African American men. Providers who present treatment options within a frame of holistic health promotion may enhance treatment adherence. We encourage the use of multidisciplinary, community-based participatory research approaches to test our hypotheses and engage African American men in clinical research.
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21
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Racial/Ethnic Disproportionality in Psychiatric Diagnoses and Treatment in a Sample of Serious Juvenile Offenders. J Youth Adolesc 2016; 46:1424-1451. [DOI: 10.1007/s10964-016-0573-4] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Accepted: 09/13/2016] [Indexed: 10/21/2022]
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Strebel A, Msomi N, Stacey M. A Gender and Racial Epidemiological Profile of Public Psychiatric Hospitals in the Western Cape. SOUTH AFRICAN JOURNAL OF PSYCHOLOGY 2016. [DOI: 10.1177/008124639902900201] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The aim of this archival epidemiological study was to identify gender and racial patterns of psychiatric diagnosis and management in admissions to mental hospitals. The hospital records of a random, stratified sample ( N =2110) of all patients admitted to the three public psychiatric hospitals in the Western Cape for a calendar year were studied for gender and racial differences regarding demographics, admission-related variables, diagnosis and management, both during hospitalisation and on discharge. Analysis was done for race groups within females and males and differ-ences between groups were tested by chi-square tests. Consistently significant differences in psychiatric diagnosis and management across race and gender were found, many in line with other international and African studies. Anomalies of diagnosis and treatment reflect past inequities of South African society and suggest the role of both social factors and bias in psychiatric hospital practice. Implications for future mental health research, training and practice are raised.
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Affiliation(s)
- Anna Strebel
- Department of Psychology, University of the Western Cape, Private Bag X17, Bellville 7535, Western Cape, South Africa
| | - Nokuthula Msomi
- Department of Psychology, University of the Western Cape, Private Bag X17, Bellville 7535, Western Cape, South Africa
| | - Maria Stacey
- Trauma Centre for Survivors of Violence and Torture, PO Box 13124, Woodstock 7915, Western Cape, South Africa
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Russell GL, Fujino DC, Sue S, Cheung MK, Snowden LR. The Effects of Therapist-Client Ethnic Match in the Assessment of Mental Health Functioning. JOURNAL OF CROSS-CULTURAL PSYCHOLOGY 2016. [DOI: 10.1177/0022022196275007] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The present study empirically examined the relationship between therapist-client ethnic match and the therapists' evaluations of overall client functioning based on the Global Assessment Scale. The sample consisted of thousands of African American, Asian American, Mexican American, and White American outpatient clients in the Los Angeles County mental health system. Findings indicated that ethnically matched therapists judged clients to have higher mental health functioning than did mismatched therapists. After controlling for other variables (e.g., age, gender, marital status, and referral source), this effect persisted for African American and Asian American clients. For both groups, ethnic match significantly predicted ratings of higher client functioning when combining all diagnoses. Within diagnostic category, ethnic match significantly predicted ratings of higher client functioning for African American, Asian American, and Mexican American clients to varying degrees. Implications of these findings are discussed.
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Abstract
The underutilization of mental health services by African Americans may be due, in part, to their cultural mistrust. The purpose of this article is twofold: (a) to conduct a meta-analysis of the correlations between cultural mistrust in African Americans and their attitudes and behaviors related to mental health services use, comparing them to the correlations between cultural mistrust and measures relevant to other psychosocial domains, and (b) to test some methodological hypotheses about the Cultural Mistrust Inventory, the most popular measure of cultural mistrust. The meta-analysis suggests that the negative effects of Blacks’ cultural mistrust in interracial situations are not unique to counseling and psychotherapy but represent a broader perspective. The meta-analysis also suggests that development of the Cultural Mistrust Inventory with a male-only college sample did not compromise its external validity. The implications of these results for the provision of mental health services to African Americans are discussed.
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Affiliation(s)
- Arthur L. Whaley
- New York State Psychiatric Institute City University of New York Medical School
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25
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Hollifield M, Toolson EC, Verbillis-Kolp S, Farmer B, Yamazaki J, Woldehaimanot T, Holland A. Effective Screening for Emotional Distress in Refugees: The Refugee Health Screener. J Nerv Ment Dis 2016; 204:247-53. [PMID: 26825376 DOI: 10.1097/nmd.0000000000000469] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Screening for emotional distress is important, but not widely available. This study assesses the utility of the Refugee Health Screener 15 (RHS-15) in a public health setting. Refugee Health Screener 15 and diagnostic proxy (DP) instruments assessing anxiety, depression, and posttraumatic stress disorder were administered to refugees from 3 countries at their public health examination. Properties of the RHS-15 and its components were evaluated utilizing appropriate methods. Scale Cronbach α was 0.95, and a factor analysis identified 1 factor accounting for 66% of scale variance. Refugee Health Screener 15 scores and cases discriminated between refugee groups similar to DPs. Refugee Health Screener 15 case sensitivity and specificity to DPs were acceptable (≥0.87/0.77). A shorter, 13-item component had acceptable metric properties. The RHS-15 appears to be a valid screener for emotional distress of refugees. The 13-item scale may be more efficient and as efficacious for case identification. The critical public health need and recommendations for implementation are discussed.
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Affiliation(s)
- Michael Hollifield
- *Pacific Institute for Research and Evaluation, Albuquerque, NM; †The VA Long Beach Healthcare System, Long Beach, CA; ‡Department of Biology, University of New Mexico, Albuquerque, NM; §Lutheran Community Services Northwest, SeaTac; ‖Asian Counseling, Referral Service; and ¶Public Health Seattle & King County, Seattle, WA
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Alexander AC, Ali J, McDevitt-Murphy ME, Forde DR, Stockton M, Read M, Ward KD. Racial Differences in Posttraumatic Stress Disorder Vulnerability Following Hurricane Katrina Among a Sample of Adult Cigarette Smokers from New Orleans. J Racial Ethn Health Disparities 2016; 4:94-103. [PMID: 26823065 DOI: 10.1007/s40615-015-0206-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Revised: 12/03/2015] [Accepted: 12/29/2015] [Indexed: 01/22/2023]
Abstract
Although blacks are more likely than whites to experience posttraumatic stress disorder (PTSD) after a natural disaster, the reasons for this disparity are unclear. This study explores whether race is associated with PTSD after adjusting for differences in preexisting vulnerabilities, exposure to stressors, and loss of social support due to Hurricane Katrina using a representative sample of 279 black and white adult current and past smokers who were present when Hurricane Katrina struck, and identified it as the most traumatic event in their lifetime. Multiple logistic regression models evaluated whether differential vulnerability (pre-hurricane physical and mental health functioning, and education level), differential exposure to hurricane-related stressors, and loss of social support deterioration reduced the association of race with PTSD. Blacks were more likely than whites to screen positive for PTSD (49 vs. 39 %, respectively, p = 0.030). Although blacks reported greater pre-hurricane vulnerability (worse mental health functioning and lower educational attainment) and hurricane-related stressor exposure and had less social support after the hurricane, only pre-hurricane mental health functioning attenuated the association of race with screening positive for PTSD. Thus, racial differences in pre-hurricane functioning, particularly poorer mental health, may partially explain racial disparities in PTSD after natural disasters, such as Hurricane Katrina. Future studies should examine these associations prospectively using representative cohorts of black and whites and include measures of residential segregation and discrimination, which may further our understanding of racial disparities in PTSD after a natural disaster.
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Affiliation(s)
- Adam C Alexander
- Division of Social and Behavioral Sciences, School of Public Health, University of Memphis, Memphis, TN, 38152-3450, USA
| | - Jeanelle Ali
- Department of Psychology, University of Memphis, 400 Innovation Drive, Memphis, TN, 38152-3450, USA
| | - Meghan E McDevitt-Murphy
- Department of Psychology, University of Memphis, 400 Innovation Drive, Memphis, TN, 38152-3450, USA
| | - David R Forde
- Department of Criminology & Criminal Justice, University of North Florida, 1 UNF Drive, Jacksonville, FL, 32224, USA
| | - Michelle Stockton
- School of Health Studies, University of Memphis, 106 Fieldhouse, Memphis, TN, 38152-3450, USA
| | - Mary Read
- Division of Social and Behavioral Sciences, School of Public Health, University of Memphis, Memphis, TN, 38152-3450, USA
| | - Kenneth D Ward
- Division of Social and Behavioral Sciences, School of Public Health, University of Memphis, Memphis, TN, 38152-3450, USA.
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Schwartz RC, Blankenship DM. Racial disparities in psychotic disorder diagnosis: A review of empirical literature. World J Psychiatry 2014; 4:133-140. [PMID: 25540728 PMCID: PMC4274585 DOI: 10.5498/wjp.v4.i4.133] [Citation(s) in RCA: 213] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Revised: 11/03/2014] [Accepted: 12/10/2014] [Indexed: 02/05/2023] Open
Abstract
Psychotic disorder diagnoses are common in the United States and internationally. However, racial disparities in rates of psychotic disorder diagnoses have been reported across time and mental health professions. This literature review provides an updated and comprehensive summary of empirical research on race and diagnosis of psychotic disorders spanning a 24-year period. Findings reveal a clear and pervasive pattern wherein African American/Black consumers show a rate of on average three to four higher than Euro-American/White consumers. Latino American/Hispanic consumers were also disproportionately diagnosed with psychotic disorders on average approximately three times higher compared to Euro-American/White consumers. In addition, a trend among international studies suggests that immigrant racial minority consumers receiving mental health services may be assigned a psychotic disorder diagnosis more frequently than native consumers sharing a majority racial background. Potential explanations for this phenomenon are discussed, including possible clinical bias and sociological causes such as differential access to healthcare and willingness to participate in mental health services. Directions for future research should include the exploration of disproportionate diagnoses according to race through qualitative interviewing as well as empirical investigation.
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Anglin DM, Lighty Q, Greenspoon M, Ellman LM. Racial discrimination is associated with distressing subthreshold positive psychotic symptoms among US urban ethnic minority young adults. Soc Psychiatry Psychiatr Epidemiol 2014; 49:1545-55. [PMID: 24695907 DOI: 10.1007/s00127-014-0870-8] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Accepted: 03/16/2014] [Indexed: 02/04/2023]
Abstract
BACKGROUND Racial discrimination is related to depression, anxiety, and severe psychological distress, and evidence drawn from studies emanating from the United Kingdom and The Netherlands suggest racial discrimination is also related to clinical psychosis and subthreshold psychotic symptoms in racial and ethnic minority (REM) populations. The present study sought to determine the association between racial discrimination experiences and attenuated positive psychotic symptoms (APPS) in a United States (US) urban, predominantly immigrant and REM young adult population. METHODS A cohort of 650 young adults was administered a self-report inventory for psychosis risk [i.e., Prodromal Questionnaire (PQ)], and the Experiences of Discrimination Questionnaire. The PQ allowed the dimensional assessment of APPS, as well as the categorical assessment of a potentially "high risk" group (i.e., 8 or more APPS endorsed as distressing), the latter of which was based on previous validation studies using the structured interview for prodromal syndromes. The relations between self-reported racial discrimination and APPS, and racial discrimination and "high" distressing positive PQ endorsement were determined, while accounting for anxiety and depression symptoms. RESULTS Racial discrimination was significantly associated with APPS and with significantly higher odds of endorsing eight or more distressing APPS, even after adjusting for anxiety and depression symptoms. CONCLUSION The present study provides preliminary evidence that racial discrimination among US ethnic minorities may be associated with APPS, as well as potentially higher risk for psychosis.
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Affiliation(s)
- Deidre M Anglin
- The City College and Graduate Center of New York, CUNY, 160 Convent Ave North Academic Center 8/125, New York, NY, 10031, USA,
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Earl T, Fortuna LR, Gao S, Williams DR, Neighbors HW, Takeuchi D, Alegría M. An exploration of how psychotic-like symptoms are experienced, endorsed, and understood from the National Latino and Asian American Study and National Survey of American Life. ETHNICITY & HEALTH 2014; 20:273-92. [PMID: 24920148 PMCID: PMC4930554 DOI: 10.1080/13557858.2014.921888] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Accepted: 02/28/2014] [Indexed: 06/03/2023]
Abstract
OBJECTIVE . To examine racial-ethnic differences in the endorsement and attribution of psychotic-like symptoms in a nationally representative sample of African-Americans, Asians, Caribbean Blacks, and Latinos living in the USA. DESIGN Data were drawn from a total of 979 respondents who endorsed psychotic-like symptoms as part of the National Latino and Asian American Study (NLAAS) and the National Survey of American Life (NSAL). We use a mixed qualitative and quantitative analytical approach to examine sociodemographic and ethnic variations in the prevalence and attributions of hallucinations and other psychotic-like symptoms in the NLAAS and NSAL. The lifetime presence of psychotic-like symptoms was assessed using the World Health Organization Composite International Diagnostic Interview (WMH-CIDI) psychotic symptom screener. We used logistic regression models to examine the probability of endorsing the four most frequently occurring thematic categories for psychotic-like experiences by race/ethnicity (n > 100). We used qualitative methods to explore common themes from participant responses to open ended questions on their attributions for psychotic-like symptoms. RESULTS African-Americans were significantly less likely to endorse visual hallucinations compared to Caribbean Blacks (73.7% and 89.3%, p < .001), but they endorsed auditory hallucinations symptoms more than Caribbean Blacks (43.1% and 25.7, p < .05). Endorsing delusions of reference and thought insertion/withdrawal were more prevalent for Latinos than for African-Americans (11% and 4.7%, p < .05; 6.3% and 2.7%, p < .05, respectively). Attribution themes included: supernatural, ghosts/unidentified beings, death and dying, spirituality or religiosity, premonitions, familial and other. Respondents differed by race/ethnicity in the attributions given to psychotic like symptoms. CONCLUSION Findings suggest that variations exist by race/ethnicity in both psychotic-like symptom endorsement and in self-reported attributions/understandings for these symptoms on a psychosis screening instrument. Ethnic/racial differences could result from culturally sanctioned beliefs and idioms of distress that deserve more attention in conducting culturally informed and responsive screening, assessment and treatment.
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Affiliation(s)
- Tara Earl
- Health Education and Social Programs, Division of Public Health and Survey Research, ICF International, Inc., Atlanta, GA
| | - Lisa R. Fortuna
- Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA
| | - Shan Gao
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY
| | - David R. Williams
- Harvard School of Public Health, Department of Society, Human Development and Health, Boston, MA
| | | | - David Takeuchi
- Graduate School of Social Work, Boston College, Chestnut Hill, MA
| | - Margarita Alegría
- Center for Multicultural Mental Health Research, Cambridge Health Alliance, Harvard Medical School, Cambridge, MA
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Race, Nativity, Ethnicity, and Cultural Influences in the Sociology of Mental Health. HANDBOOKS OF SOCIOLOGY AND SOCIAL RESEARCH 2013. [DOI: 10.1007/978-94-007-4276-5_13] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Racial comparison of therapeutic support, service use, and satisfaction among male outpatients with severe mental illness. Psychiatr Q 2012; 83:509-19. [PMID: 22477639 DOI: 10.1007/s11126-012-9219-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
This study examined racial differences among male outpatients with severe mental illness on therapeutic support, mental health service utilization, and service satisfaction. A total of 530 participants (289 white, 179 black, and 62 of another race) across three large mental health centers (two state funded and one federally funded) in Connecticut were examined cross-sectionally. No racial differences were found in therapeutic support, and there were essentially no racial differences in service satisfaction. Black clients reported greater use of substance abuse inpatient services than White clients and clients of other racial minorities reported greater use of mental health inpatient services than White clients, but differences were small. These findings suggest there are few racial differences in the reported quality of mental health care and service utilization among male outpatients with severe mental illness. More research is needed on where and under what circumstances health disparities exist.
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Aklin WM, Turner SM. Toward understanding ethnic and cultural factors in the interviewing process. ACTA ACUST UNITED AC 2012; 43:50-64. [PMID: 22121959 DOI: 10.1037/0033-3204.43.1.50] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The clinical interview is critical in the diagnostic assessment undertaking in clinical settings, and cultural/ethnic influences have been shown to influence the outcome of this process. Specifically, a number of studies have reported that proportionally far more ethnic minorities than Caucasians are likely to be misdiagnosed when assessed for psychiatric disorders. This particularly is the case when open clinical interviews are used. Semistructured interviews, on the other hand, result in an increase in diagnostic accuracy with ethnic minorities. Parameters associated with bias in the clinical interview of ethnic minorities and its impact on assessment, diagnosis, and treatment decisions are examined. Although the current discussion focuses primarily on African Americans, many examples are provided that pertain to other ethnic groups. Strategies for addressing these issues are explored and recommendations for increasing cultural competence are made. (PsycINFO Database Record (c) 2011 APA, all rights reserved).
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Affiliation(s)
- Will M Aklin
- Department of Psychology, University of Maryland, College Park
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Choi MR, Eun HJ, Yoo TP, Yun Y, Wood C, Kase M, Park JI, Yang JC. The effects of sociodemographic factors on psychiatric diagnosis. Psychiatry Investig 2012; 9:199-208. [PMID: 22993517 PMCID: PMC3440467 DOI: 10.4306/pi.2012.9.3.199] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2012] [Revised: 04/27/2012] [Accepted: 04/27/2012] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Several studies have reported that ethnic differences influence psychiatric diagnoses. Some previous studies reported that African Americans and Hispanics are diagnosed with schizophrenia spectrum disorders more frequently than Caucasians, and that Caucasians are more likely to be diagnosed with affective disorders than other ethnic groups. We sought to identify associations between sociodemographic factors and psychiatric diagnosis. METHODS We retrospectively examined the medical records of all psychiatric inpatients (ages over 18 years) treated at Kern county mental hospital (n=2,051) between July 2003 and March 2007 for demographic, clinical information, and discharge diagnoses. RESULTS African American and Hispanic males were more frequently diagnosed with schizophrenia spectrum disorders than Caucasians, whereas Caucasian females were more frequently diagnosed with affective disorders than females in the other ethnic groups, suggesting that patient ethnicity and gender may influence clinical diagnoses. Demographic variables, that is, a lower education, failure of marriage, homelessness, and low quality insurance, were found to be significantly associated with a diagnosis of schizophrenia spectrum disorders after adjusting for clinical variables. And, the presence of a family psychiatric history, failure of marriage, not-homelessness, and quality insurance were found to be associated with a diagnosis of affective disorders. CONCLUSION Our results show that these demographic factors, including ethnicity, have effects on diagnoses in psychiatric inpatients. Furthermore, these variables may help prediction of psychiatric diagnoses.
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Affiliation(s)
- Mal Rye Choi
- Department of Neuropsychiatry, Presbyterian Medical Center, Jeonju, Republic of Korea
- Department of Psychiatry, Kern Medical Center, Bakersfield, CA, USA
| | - Hun-Jeong Eun
- Department of Neuropsychiatry, Presbyterian Medical Center, Jeonju, Republic of Korea
| | - Tai P. Yoo
- Department of Psychiatry, Kern Medical Center, Bakersfield, CA, USA
| | - Youngmi Yun
- California State University at Bakersfield, Bakersfield, CA, USA
| | - Christopher Wood
- Department of Psychiatry, Kern Medical Center, Bakersfield, CA, USA
| | - Michael Kase
- Department of Psychiatry, Kern Medical Center, Bakersfield, CA, USA
| | - Jong-Il Park
- Department of Psychiatry, Chonbuk National University Hospital and Research Institute of Clinical Medicine, Jeonju, Republic of Korea
| | - Jong-Chul Yang
- Department of Psychiatry, Chonbuk National University Hospital and Research Institute of Clinical Medicine, Jeonju, Republic of Korea
- Department of Psychiatry, Chonbuk National University Medical School and Institute for Medical Sciences, Jeonju, Republic of Korea
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Freeman AJ, Youngstrom EA, Frazier TW, Youngstrom JK, Demeter C, Findling RL. Portability of a screener for pediatric bipolar disorder to a diverse setting. Psychol Assess 2012; 24:341-51. [PMID: 21942229 PMCID: PMC3495327 DOI: 10.1037/a0025617] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Robust screening measures that perform well in different populations could help improve the accuracy of diagnosis of pediatric bipolar disorder. Changes in sampling could influence the performance of items and potentially influence total scores enough to alter the predictive utility of scores. Additionally, creating a brief version of a measure by extracting items from a longer scale might cause differential functioning due to context effects. The authors of current study examined both sampling and context effects of a brief measure of pediatric mania. Caregivers of 813 youths completed the parent-reported version of the General Behavior Inventory (PGBI) at an academic medical center sample enriched for mood disorders. Caregivers of 481 youths completed the PGBI at a community mental health center. Caregivers of 799 youths completed 10 items extracted from the PGBI at a community setting. Caregivers of 159 youths completed both versions of the PGBI and a semistructured diagnostic interview. Differential item functioning indicated that across samples some items functioned differently; however, total observed scores were similar across all levels of mania. Receiver operating characteristic analysis indicated that the 10 extracted items discriminated bipolar disorder from nonbipolar behavior as well as when the items were embedded within the full measure. Findings suggest that the extracted items perform similarly to the embedded items in the community setting. Measurement properties appear sufficiently robust across settings to support clinical applications.
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Affiliation(s)
- Andrew J Freeman
- Department of Psychology, University of North Carolina at Chapel Hill, NC 27599, USA.
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Buser JK. Treatment-Seeking Disparity Between African Americans and Whites: Attitudes Toward Treatment, Coping Resources, and Racism. JOURNAL OF MULTICULTURAL COUNSELING AND DEVELOPMENT 2011. [DOI: 10.1002/j.2161-1912.2009.tb00094.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Garretson DJ. Psychological Misdiagnosis of African Americans. JOURNAL OF MULTICULTURAL COUNSELING AND DEVELOPMENT 2011. [DOI: 10.1002/j.2161-1912.1993.tb00590.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Polanski PJ, Hinkle JS. The Mental Status Examination: Its Use by Professional Counselors. JOURNAL OF COUNSELING AND DEVELOPMENT 2011. [DOI: 10.1002/j.1556-6676.2000.tb01918.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Hankerson SH, Fenton MC, Geier TJ, Keyes KM, Weissman MM, Hasin DS. Racial differences in symptoms, comorbidity, and treatment for major depressive disorder among black and white adults. J Natl Med Assoc 2011; 103:576-84. [PMID: 21999032 PMCID: PMC3866690 DOI: 10.1016/s0027-9684(15)30383-7] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Racial differences in the clinical nature of major depressive disorder (MDD) could contribute to treatment disparities, but national data with large samples are limited. Our objective was to examine black-white differences in clinical characteristics and treatment for MDD from one of the largest, national community samples of US adults. METHODS Non-Hispanic black and white adults (n=32752) from the 2001-2002 National Epidemiologic Survey on Alcohol and Related Conditions produced data on 1866 respondents who met criteria for MDD based on the Diagnostic and Statistical Manual of Mental Disorders (Fourth Edition) in the preceding 12 months. Outcome measures were depressive symptoms, comorbid psychiatric and medical disorders, disability, and treatment. RESULTS Blacks with MDD had significantly higher odds of initial insomnia, early-morning awakening, and restlessness than whites. Odds of hypertension (odds ratio [OR), 2.16; 95% confidence interval [CI], 1.48-3.14), obesity (OR, 1.98; 95% CI, 1.45-2.69), and liver disease (OR, 3.68; 95% CI, 1.20-11.30) were higher among blacks than whites. In unadjusted models, blacks had greater impairment than whites in social and physical functioning. However, adjusting for sociodemographic characteristics eliminated these differences. Blacks were less likely than whites to receive outpatient services (OR, 0.51; 95% CI, 0.36-0.72) and be prescribed medications for MDD, but were more likely to receive emergency room and inpatient treatment. CONCLUSIONS We found few racial differences in depressive symptoms, psychiatric comorbidity, and disability after adjusting for sociodemographic factors. Blacks' lower utilization of ambulatory treatment for MDD and greater medical comorbidity, emergency department use, and hospitalization suggests that management of MDD among blacks should be emphasized in primary care or other settings where treatment is more accessible.
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Affiliation(s)
- Sidney H Hankerson
- Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, NY, USA
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Abstract
The incidence of psychotic disorders is extremely high in several immigrant groups in Europe. This article describes the epidemiological evidence for increased incidence rates among immigrants compared with nonimmigrant populations and explores possible explanations for this excess risk. Potential causes not only involve factors acting at the level of the individual, but encompass the broader social context of neighborhoods and ethnic groups. Growing up and living in a disadvantaged ethnic minority position, characterized by a low social status, high degree of discrimination against the group and low neighborhood ethnic density, may lead to an increased risk of psychotic disorders, especially when individuals reject their minority status and when their social resources are insufficient to buffer the impact of adverse social experiences. Future research should refine measures of the social context, adopt a life-course perspective and should integrate social and neurobiological pathways.
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Affiliation(s)
- Wim Veling
- Center for Early Psychosis, Parnassia Psychiatric Institute, The Hague, The Netherlands
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Tonmyr L, Williams G, Hovdestad WE, Draca J. Anxiety and/or depression in 10-15-year-olds investigated by child welfare in Canada. J Adolesc Health 2011; 48:493-8. [PMID: 21501809 DOI: 10.1016/j.jadohealth.2010.08.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2010] [Revised: 08/16/2010] [Accepted: 08/22/2010] [Indexed: 10/18/2022]
Abstract
PURPOSE To examine five types of child maltreatment and other risk correlates to establish associations with anxiety and/or depression confirmed or suspected in children investigated by child welfare services. METHODS The present study used the data of a subsample of 10-15-year-olds (n = 4,381) investigated by child welfare services across Canada obtained from the Canadian Incidence Study of Reported Child Abuse and Neglect-2003. The analysis took into account the nested structure of the data by considering the variability existing among families and the clustering of siblings within them. Several models were analyzed for the construction of the presented hierarchical model. Striving for parsimony, we included only statistically significant variables in the final model. RESULTS The strongest associations were found with child substance abuse, substantiated emotional maltreatment, primary caregiver's mental health problems, and substantiated sexual abuse. Among the child maltreatment variables, substantiated physical abuse and substantiated exposure to domestic violence did not show any statistically significant associations with anxiety and/or depression in the model. CONCLUSION This analysis helped us in understanding child maltreatment and other adverse experiences in childhood that were related to anxiety and/or depression, which can further aid in the development of mental health and child welfare policies and programs.
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Affiliation(s)
- Lil Tonmyr
- Health Surveillance and Epidemiology Division, Public Health Agency of Canada, 200 Eglantine Driveway, Ottawa, Ontario, Canada.
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Budescu M, Taylor RD, McGill RK. Stress and African American Women’s Smoking/Drinking to Cope. JOURNAL OF BLACK PSYCHOLOGY 2011. [DOI: 10.1177/0095798410396087] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Associations of urban poverty-related stress with smoking and drinking to cope and the moderating role of kin social support were assessed in African American women. Findings revealed that among a sample of 101 poor African American women residing in economically and socially disadvantaged neighborhoods, depressive symptoms and relationship stress were significantly associated with smoking. Similarly, perceptions of neighborhood crime were marginally associated with alcohol use. Kinship support was hypothesized to buffer women from the deleterious impacts of stress. The results revealed that kin social support moderated the association of poverty-related stress with smoking and drinking. For women with higher levels of kin support, the positive association of neighborhood crime and drinking was less apparent compared with women with low support. Also, the links between relationship stress, depressive symptoms, and smoking were less apparent for women with higher kin support compared with those with lower support. Findings are discussed in terms of the need for additional research on the social networks available to economically disadvantaged African American families and the manner in which networks operate.
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Becker AE, Hadley Arrindell A, Perloe A, Fay K, Striegel-Moore RH. A qualitative study of perceived social barriers to care for eating disorders: perspectives from ethnically diverse health care consumers. Int J Eat Disord 2010; 43:633-47. [PMID: 19806607 PMCID: PMC3020364 DOI: 10.1002/eat.20755] [Citation(s) in RCA: 110] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/29/2009] [Indexed: 11/11/2022]
Abstract
OBJECTIVE The study aim was to identify and describe health consumer perspectives on social barriers to care for eating disorders in an ethnically diverse sample. METHOD We conducted an exploratory secondary analysis of qualitative data comprising transcripts from semi-structured interviews with past and prospective consumers of eating disorder treatment (n = 32). Transcripts were inputted into NVivo 8 for coding, sorting, and quantifying thematic content of interest within strata defined by ethnic minority and non-minority participants. We then examined the influence of key social barriers-including stigma and social stereotypes-on perceived impact on care. RESULTS The majority of respondents (78%) endorsed at least one social barrier to care for an eating or weight concern. Perceived stigma (or shame) and social stereotyping-identified both within social networks and among clinicians-had adversely impacted care for 59% and 19% of respondents, respectively. DISCUSSION Social barriers to care for eating and weight related concerns may be prevalent in the U.S. and impact both ethnic minority and non-minority health care consumers.
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Affiliation(s)
- Anne E Becker
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.
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Gonzalez JM, Bowden CL, Berman N, Frank E, Bauer MS, Kogan JN, Alegría M, Miklowitz DJ. One-year treatment outcomes of African-American and Hispanic patients with bipolar I or II disorder in STEP-BD. PSYCHIATRIC SERVICES (WASHINGTON, D.C.) 2010. [PMID: 20123822 DOI: 10.1176/appi.ps.61.2.164] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
OBJECTIVE Few studies have compared treatment outcomes of African-American, Hispanic, and non-Hispanic white patients with bipolar disorder. The U.S. Systematic Treatment Enhancement Program for Bipolar Disorder compared one-year outcomes for bipolar I or II disorder from each of these racial-ethnic groups. METHODS African Americans (N=155) were retrospectively compared with a matched group of non-Hispanic whites (N=729), and Hispanics (N=152) were compared with a separate matched group of non-Hispanic whites (N=822). Response and recovery outcomes were examined. Survival analysis was used to compare time to treatment response for depression (Montgomery-Asberg Depression Rating Scale) and mania (Young Mania Rating Scale) as well as global assessment of functioning (Global Assessment of Functioning). RESULTS For manic and depressive symptoms, time to response and proportion of responders were similar across groups. Over the study year the proportion of days well was similar across groups. A smaller proportion of African Americans met criteria for improved global functioning. Depression response among African Americans with psychotic symptoms was slower than the response among African Americans without psychotic symptoms and among non-Hispanic whites with or without psychotic symptoms. No differences between Hispanics and non-Hispanic whites in response times and recovery were observed. CONCLUSIONS Results are consistent with U.S. clinical trials for other psychiatric disorders, which have reported similar outcomes for ratings of primary symptoms. Baseline psychotic symptoms are likely a significant contributor when African Americans with bipolar disorder are slow to recover. These results may be less generalizable to uninsured patients.
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Affiliation(s)
- Jodi M Gonzalez
- Department of Psychiatry, University of Texas Health Science Center, 7703 Floyd Curl Dr., San Antonio, TX 78229, USA.
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Ethnic origin and increased risk for schizophrenia in immigrants to countries of recent and longstanding immigration. Acta Psychiatr Scand 2010; 121:325-39. [PMID: 20105146 DOI: 10.1111/j.1600-0447.2009.01535.x] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
OBJECTIVES Compare the risk for schizophrenia in immigrants to countries of recent and longstanding immigration. Compare prevalence and incidence rates in black subjects under different conditions. METHOD An electronic literature search was complemented by review articles and cross-references. Studies reporting standard diagnosis and incidence or prevalence rates were included. RESULTS Immigrants had an increased risk for schizophrenia in countries of longstanding immigration, but with lower risk ratios than in those of recent immigration. The risk was higher in black immigrants and the black population living in the United States. But incidence and prevalence rates in Africa and the Caribbean were similar to those of international studies. CONCLUSION Comparing the most recent generation of immigrants with descendants of previous ones may account for the lower risk ratios observed in countries of longstanding vs. recent immigration. Two neurobiological hypotheses are proposed to explain the epidemiological findings in black populations and in immigrants.
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Sriwattanakomen R, Ford AF, Thomas SB, Miller MD, Stack JA, Morse JQ, Kasckow J, Brown C, Reynolds CF. Preventing depression in later life: translation from concept to experimental design and implementation. Am J Geriatr Psychiatry 2008; 16:460-8. [PMID: 18515690 PMCID: PMC2766668 DOI: 10.1097/jgp.0b013e318165db95] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The authors detail the public health need for depression prevention research and the decisions made in designing an experiment testing problem solving therapy as "indicated" preventive intervention for high-risk older adults with subsyndromal depression. Special attention is given to the recruitment of African Americans because of well-documented inequalities in mental health services and depression treatment outcomes between races. METHODS A total of 306 subjects (half white, half African American) with scores of 16 or higher on the Center for Epidemiological Studies of Depression Scale, but with no history of major depressive disorder in the past 12 months, are being recruited and randomly assigned to either problem solving therapy-primary care or to a dietary education control condition. Time to, and rate of, incident episodes of major depressive disorder are to be modeled using survival analysis. Level of depressive symptoms will be analyzed via a mixed models approach. RESULTS Twenty-two subjects have been recruited into the study, and to date eight have completed the randomly assigned intervention and postintervention assessment. Four of 22 have exited after developing major depressive episodes. None have complained about study procedures or demands. Implementation in a variety of community settings is going well. CONCLUSION The data collected to date support the feasibility of translating from epidemiology to RCT design and implementation of empirical depression prevention research in later life.
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Affiliation(s)
- Roy Sriwattanakomen
- Advanced Center for Interventions and Services Research for Late-Life Mood Disorders, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Anglin DM, Malaspina D. Ethnicity effects on clinical diagnoses compared to best-estimate research diagnoses in patients with psychosis: a retrospective medical chart review. J Clin Psychiatry 2008; 69:941-5. [PMID: 18494534 PMCID: PMC5336694 DOI: 10.4088/jcp.v69n0609] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Ethnicity effects on diagnoses are frequently reported and have variably been attributed to diagnostic biases versus ethnic differences in environmental exposures, and other factors. METHOD We compared best-estimate gold standard research diagnoses to clinical diagnoses (DSM-III-R and DSM-IV criteria) among 129 white, 57 African American, and 50 Hispanic patients with psychosis admitted to an inpatient research unit from 1990 to 2003. RESULTS Clinical and research diagnoses showed greater agreement in Hispanic than in African American patients (white patients were intermediate). Diagnostic agreement for paranoid schizophrenia was likewise the best in Hispanic patients. While paranoid schizophrenia tended to be overdiagnosed in African American patients, it was underdiagnosed in white patients. Patterns of diagnostic agreement for schizoaffective disorder and "other" diagnoses were similar among the 3 ethnic groups. CONCLUSIONS Diagnostic unreliability may explain the excess of paranoid schizophrenia reported for African Americans. Further research is needed to elucidate the influence of ethnicity on clinical diagnosis before other theories to explain group differences can be reasonably proposed and reliably tested.
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Affiliation(s)
- Deidre M Anglin
- Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA.
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Racial Differences in Behavioral Inpatient Diagnosis: Examining the Mechanisms using the 2004 Florida Inpatient Discharge Data. J Behav Health Serv Res 2008; 35:347-57. [DOI: 10.1007/s11414-008-9116-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2007] [Accepted: 03/21/2008] [Indexed: 12/23/2022]
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Abstract
PURPOSE This study describes the mental health status of community-living frail elders in Michigan and identifies subgroups of individuals who are vulnerable to mental health problems. DESIGN AND METHODS We analyzed the baseline assessment data collected from older adults who were admitted to two community-based long-term-care programs in Michigan (N = 18,939). RESULTS Results show that 40.5% of the individuals in the sample have recognized mental disorders, 39.6% use psychotropic medications, 24.5% have probable depression, and 1.4% have self-injury thoughts or attempts. Frail elders who are White, younger, and female - as well as those who experience more pain, disease burden, cognitive impairment, and limitations in instrumental activities of daily living - are more prone to psychological distress. IMPLICATIONS Mental health care is greatly needed by community-living frail elders.
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Affiliation(s)
- Lydia W. Li
- University of Michigan School of Social Work, 1080 S. University, Ann Arbor, MI 48109-1106, phone: (734) 936-4850; fax: (734) 763-3372
| | - Yeates Conwell
- University of Rochester Medical Center, 300 Crittenden Blvd., Rochester, NY 14642-8409, phone: (716) 275-6739; fax: (716) 273-1082
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Bokuetenge F, Verbanck P, Pelc I, Pull CB, Fossion P. Si loin, si proche: réflexions cliniques et sociales à propos d'un cas de psychose chez un sujet migrant. ANNALES MEDICO-PSYCHOLOGIQUES 2007. [DOI: 10.1016/j.amp.2007.05.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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