Jeannelle Heinzmann MB , Michael L. Rossen MMed , Orestis Efthimiou PhD , Christine Baumgartner MD, MSc , Maria M. Wertli MD, PhD , Nicolas Rodondi MD, MAS , Carole E. Aubert MD, MSc , Fabian D. Liechti MD, PhD
{"title":"Risk Factors for Falls Among Hospitalized Medical Patients – A Systematic Review and Meta-analysis","authors":"Jeannelle Heinzmann MB , Michael L. Rossen MMed , Orestis Efthimiou PhD , Christine Baumgartner MD, MSc , Maria M. Wertli MD, PhD , Nicolas Rodondi MD, MAS , Carole E. Aubert MD, MSc , Fabian D. Liechti MD, PhD","doi":"10.1016/j.apmr.2024.06.015","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>To identify and quantify risk factors for in-hospital falls in medical patients.</div></div><div><h3>Data Sources</h3><div>Six databases (MEDLINE, Embase, Cochrane Database of Systematic Reviews, Cochrane Central Register of Controlled Trials, CINAHL, and Google Scholar) were systematically screened until April 11, 2023, to identify relevant articles.</div></div><div><h3>Study Selection</h3><div>All titles and abstracts of the retrieved articles were independently screened by 2 researchers who also read the full texts of the remaining articles. Quantitative studies that assessed risk factors for falls among adult patients acutely hospitalized were included in the review. Publications that did not capture internal medicine patients or focused on other specific populations were excluded.</div></div><div><h3>Data Extraction</h3><div>Information on study characteristics and potential risk factors were systematically extracted. Risk of bias was assessed using the Quality in Prognosis Studies tool. Preferred Reporting Items for Systematic Reviews and Meta-Analyses and Meta-analyses of Observational Studies in Epidemiology guidelines were followed for reporting.</div></div><div><h3>Data Synthesis</h3><div>The main outcome was any in-hospital falls. Using a random-effects meta-analysis model, association measures for each risk factor reported in 5 or more studies were pooled. Separate analyses according to effect measure and studies adjusted for sex and age at least were performed. Of 5067 records retrieved, 119 original publications from 25 countries were included. In conclusion, 23 potential risk factors were meta-analyzed. Strong evidence with large effect sizes was found for a history of falls (odds ratio [OR], 2.54; 95% confidence interval [CI], 1.63-3.96; I<sup>2</sup>, 91%), antidepressants (pooled OR, 2.25; 95% CI, 1.92-2.65; I<sup>2</sup>, 0%), benzodiazepines (OR, 1.97; 95% CI, 1.68-2.31; I<sup>2</sup>, 0%), hypnotics–sedatives (OR, 1.90; 95% CI, 1.53-2.36; I<sup>2</sup>, 46%), and antipsychotics (OR, 1.61; 95% CI, 1.33-1.95; I<sup>2</sup>, 0%). Furthermore, evidence of associations with male sex (OR, 1.22, 95% CI, 0.99-1.50; I<sup>2</sup>, 65%) and age (OR, 1.17, 95% CI, 1.02-1.35; I<sup>2</sup>, 72%) were found, but effect sizes were small.</div></div><div><h3>Conclusions</h3><div>The comprehensive list of risk factors, which specifies the strength of evidence and effect sizes, could assist in the prioritization of preventive measures and interventions.</div></div>","PeriodicalId":8313,"journal":{"name":"Archives of physical medicine and rehabilitation","volume":"106 2","pages":"Pages 292-299"},"PeriodicalIF":3.6000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Archives of physical medicine and rehabilitation","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0003999324010773","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"REHABILITATION","Score":null,"Total":0}
引用次数: 0
Abstract
Objective
To identify and quantify risk factors for in-hospital falls in medical patients.
Data Sources
Six databases (MEDLINE, Embase, Cochrane Database of Systematic Reviews, Cochrane Central Register of Controlled Trials, CINAHL, and Google Scholar) were systematically screened until April 11, 2023, to identify relevant articles.
Study Selection
All titles and abstracts of the retrieved articles were independently screened by 2 researchers who also read the full texts of the remaining articles. Quantitative studies that assessed risk factors for falls among adult patients acutely hospitalized were included in the review. Publications that did not capture internal medicine patients or focused on other specific populations were excluded.
Data Extraction
Information on study characteristics and potential risk factors were systematically extracted. Risk of bias was assessed using the Quality in Prognosis Studies tool. Preferred Reporting Items for Systematic Reviews and Meta-Analyses and Meta-analyses of Observational Studies in Epidemiology guidelines were followed for reporting.
Data Synthesis
The main outcome was any in-hospital falls. Using a random-effects meta-analysis model, association measures for each risk factor reported in 5 or more studies were pooled. Separate analyses according to effect measure and studies adjusted for sex and age at least were performed. Of 5067 records retrieved, 119 original publications from 25 countries were included. In conclusion, 23 potential risk factors were meta-analyzed. Strong evidence with large effect sizes was found for a history of falls (odds ratio [OR], 2.54; 95% confidence interval [CI], 1.63-3.96; I2, 91%), antidepressants (pooled OR, 2.25; 95% CI, 1.92-2.65; I2, 0%), benzodiazepines (OR, 1.97; 95% CI, 1.68-2.31; I2, 0%), hypnotics–sedatives (OR, 1.90; 95% CI, 1.53-2.36; I2, 46%), and antipsychotics (OR, 1.61; 95% CI, 1.33-1.95; I2, 0%). Furthermore, evidence of associations with male sex (OR, 1.22, 95% CI, 0.99-1.50; I2, 65%) and age (OR, 1.17, 95% CI, 1.02-1.35; I2, 72%) were found, but effect sizes were small.
Conclusions
The comprehensive list of risk factors, which specifies the strength of evidence and effect sizes, could assist in the prioritization of preventive measures and interventions.
期刊介绍:
The Archives of Physical Medicine and Rehabilitation publishes original, peer-reviewed research and clinical reports on important trends and developments in physical medicine and rehabilitation and related fields. This international journal brings researchers and clinicians authoritative information on the therapeutic utilization of physical, behavioral and pharmaceutical agents in providing comprehensive care for individuals with chronic illness and disabilities.
Archives began publication in 1920, publishes monthly, and is the official journal of the American Congress of Rehabilitation Medicine. Its papers are cited more often than any other rehabilitation journal.