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Prospective Study
Copyright ©The Author(s) 2026. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Methodol. Mar 20, 2026; 16(1): 109473
Published online Mar 20, 2026. doi: 10.5662/wjm.v16.i1.109473
Nottingham Hip Fracture Score and Acute Physiology and Chronic Health Evaluation-II: Predicting 30-day mortality in elderly hip fracture
Deb Sanjay Nag, Shailendra Prasad, Seelora Sahu, Jayanta Kumar Laik, Amlan Swain, Rishi Anand, Swati Saroha, Pratap Rudra Mahanty, Himanshu Kumar, Walmik Mistari
Deb Sanjay Nag, Seelora Sahu, Amlan Swain, Rishi Anand, Pratap Rudra Mahanty, Himanshu Kumar, Department of Anaesthesiology, Tata Main Hospital, Jamshedpur 831001, Jharkhand, India
Shailendra Prasad, Department of Anaesthesiology, Sri Krishna Medical College and Hospital, Muzaffarpur 842004, Bihar, India
Jayanta Kumar Laik, Department of Joint Replacement and Orthopedics, Tata Main Hospital, Jamshedpur 831001, Jharkhand, India
Swati Saroha, Department of Anaesthesiology, Manipal Tata Medical College, Jamshedpur 831017, Jharkhand, India
Walmik Mistari, Department of Biostatistics, Indira IVF Hospital Limited, Udaipur 313001, India
Author contributions: Nag DS, Prasad S, Sahu S, Laik JK, and Swain A designed the overall concept and outline of the manuscript; Sahu S, Laik JK, Swain A, Anand R, Saroha S, Mahanty PR, Kumar H, and Mistari W contributed to the discussion and design of the manuscript; Nag DS, Prasad S, Sahu S, Laik JK, Swain A, Anand R, Saroha S, Mahanty PR, Kumar H, and Mistari W contributed to this paper, the writing, editing of the manuscript, and review of literature; all of the authors read and approved the final version of the manuscript to be published.
Institutional review board statement: Ethical approval was obtained from the Institutional Ethics Committee of Tata Main Hospital before study commencement.
Clinical trial registration statement: This study was registered on ClinicalTrials.gov (NCT06598566).
Informed consent statement: Written informed consent was obtained from all patients.
Conflict-of-interest statement: The authors declare no conflict of interest.
CONSORT 2010 statement: The authors have read the CONSORT 2010 Statement, and the manuscript was prepared and revised according to the CONSORT 2010 Statement.
Data sharing statement: Data sharing will be guided by local data privacy and data security guidelines.
Open Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
Corresponding author: Deb Sanjay Nag, Doctor, Department of Anaesthesiology, Tata Main Hospital, C Road West, Northern Town, Bistupur, Jamshedpur 831001, Jharkhand, India. ds.nag@tatasteel.com
Received: May 14, 2025
Revised: June 10, 2025
Accepted: September 8, 2025
Published online: March 20, 2026
Processing time: 273 Days and 3.1 Hours
Core Tip

Core Tip: This prospective observational study at Tata Main Hospital in Jamshedpur, India, evaluated the Nottingham Hip Fracture Score (NHFS) and Acute Physiology and Chronic Health Evaluation (APACHE)-II score for predicting 30-day mortality in 182 geriatric patients with hip fracture (≥ 60 years). The study assessed the primary (mortality prediction) and secondary objectives, including the requirement for ventilator/ionotropic support and monitoring for acute kidney injury and other complications. Preoperatively, the NHFS and APACHE-II scores were calculated, and patients were followed up for a minimum of 30 days post-surgery. Statistical analyses included receiver operating characteristic curves, area under the curve (AUC), sensitivity, specificity, and P value using Statistica. Results indicated that NHFS showed moderate predictive accuracy (AUC = 0.709, P = 0.006), whereas APACHE-II demonstrated excellent predictive ability (AUC = 0.904, P < 0.001). Significant predictors of mortality included the APACHE-II score, NHFS, mean arterial pressure, pH, respiratory rate, and serum creatinine levels. Although age and gender showed notable trends, they were not statistically significant. The findings indicate that the APACHE-II score is a strong predictor of 30-day mortality following hip fracture surgery, highlighting the importance of incorporating multiple factors for effective prediction.