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Table 1 Overview of basic data of the included studies

From: Risk prediction models for falls in hospitalized older patients: a systematic review and meta-analysis

Author (year)

Country

Study design

Data sources

Participants

Main outcome

Fall cases/

Sample size

Dormosh [16] 2023

Netherlands

Retrospective cohort study

An academic tertiary care hospital*

Inpatient(aged ≥ 70)

Fall(≥ 24 h of admission)

470/21,286

Adeli [17] 2023

Canada

Prospective cohort study

The Specialized Dementia Unit*

Hospitalized demented older inpatient

Falls while standing or walking

25/54

Zhao [18] 2020

China

case-control study

Three hospitals in Shanghai*

Inpatient(aged ≥ 65)

Injurious falls

115/345

Wijesinghe [19] 2020

Australia

Retrospective cohort study

MIMIC-III

Inpatient(aged ≥ 65)

Falls in Clinical Records

4314/12,911

Kawazoe [20] 2022

Japan

Retrospective cohort study

University of Tokyo Hospital*

Inpatient(aged ≥ 65)

Fall(> 48 h of admission and within 30 days)

1728/72,314

Chu [21] 2022

China

Retrospective cohort study

Taichung Veterans General Hospital*

Inpatient(aged > 65)

Fall(during the hospital stay)

349/1101

Alharbi [22] 2022

Saudi Arabia

Retrospective cohort study

SERV-112 and the SV-S2017 datasets

Older inpatient

Fall(during the hospital stay)

A:7295/9305

B:7408/9708

Peel [23] 2021

Australia

Prospective cohort study

Acute Care in Australian Hospitals*

Inpatient(aged ≥ 70)

Fall(during the hospital stay)

75/1288

Vratsistas-Curto [24]

2018

Australia

Prospective cohort study

General rehabilitation unit at a public hospital*

Older inpatient

fall(during rehabilitation stay)

41/300

Beauchet [25] 2018

France

Prospective cohort study

Acute care medical wards of Angers University Hospital*

Inpatient(aged ≥ 65)

Fall(during the hospital stay)

73/848

GholamHosseini [26]

2014

New Zealand

Prospective cohort study

North Shore Hospital*

Inpatient(aged ≥ 65)

Fall(during the hospital stay)

17/30

Neumann [27] 2013

Germany

Retrospective cohort study

An academic teaching hospital*

Inpatient(aged ≥ 65)

Fall(during the hospital stay)

508/4735

Marschollek [28] 2012

Germany

case-control study

Evangelisches Geriatriezentrum Berlin*

Older inpatient

Fall(during the hospital stay)

493/5176

  1. MIMIC-III = Medical Information Mart for Intensive Care-III; A = Dataset SERV; B = SV-S2017 datasets; * Data obtained from routine electronic health record data