Identifying fall-related injuries in older adults using ICD-10 injury codes : Validation study of emergency department patients with and without subsequent hospitalization.

IF 1.1 4区 医学 Q4 GERIATRICS & GERONTOLOGY
Michaela Gross, Daniel Schoene, Clemens Becker, Christoph Wasser, Gisela Büchele, Jochen Klenk, Kilian Rapp
{"title":"Identifying fall-related injuries in older adults using ICD-10 injury codes : Validation study of emergency department patients with and without subsequent hospitalization.","authors":"Michaela Gross, Daniel Schoene, Clemens Becker, Christoph Wasser, Gisela Büchele, Jochen Klenk, Kilian Rapp","doi":"10.1007/s00391-026-02663-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>To evaluate the burden of fall-related injuries at the population level, diagnosis-based electronic healthcare records could represent a valuable instrument. The German ICD system (ICD-10-GM) does not include the coding of falls. The aim of the study was to assess to what extent specific ICD-10 injury diagnoses, alone or in combination, are attributable to falls.</p><p><strong>Methods: </strong>This retrospective single-center validation study analyzed routinely collected electronic healthcare records of 2256 patients aged ≥ 65 years who were treated either exclusively in the emergency department (ED sample) or in the emergency department with subsequent hospitalization (HO sample) and had an injury diagnosis (ICD-10: S00-S99, T00-T14). To determine whether the injury was caused by a fall, electronic patient records were reviewed. Positive predictive values (PPVs) of ICD codes and combinations of ICD codes for fall-related injuries were calculated (derivation phase) and the potential for statistical overfitting was assessed (validation phase).</p><p><strong>Results: </strong>The study included 1378 patients in the ED sample (mean age 79.8 years, 59.2% female) and 878 patients in the HO sample (mean age 82.6 years, 66.5% female). All models yielded PPVs of at least 0.9 in the HO sample and 0.8 in the ED sample. The PPVs in the validation set were closely comparable to those in the derivation set.</p><p><strong>Conclusion: </strong>The ICD-10 diagnoses from routine administrative data can be used to identify fall-related injuries with a high PPV in older adults treated in the ED with or without subsequent hospitalization. Thus, ICD-10 diagnoses can be a valuable resource for monitoring secular trends and evaluating the impact of population-based fall prevention programs.</p>","PeriodicalId":49345,"journal":{"name":"Zeitschrift Fur Gerontologie Und Geriatrie","volume":" ","pages":""},"PeriodicalIF":1.1000,"publicationDate":"2026-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Zeitschrift Fur Gerontologie Und Geriatrie","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00391-026-02663-1","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"GERIATRICS & GERONTOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: To evaluate the burden of fall-related injuries at the population level, diagnosis-based electronic healthcare records could represent a valuable instrument. The German ICD system (ICD-10-GM) does not include the coding of falls. The aim of the study was to assess to what extent specific ICD-10 injury diagnoses, alone or in combination, are attributable to falls.

Methods: This retrospective single-center validation study analyzed routinely collected electronic healthcare records of 2256 patients aged ≥ 65 years who were treated either exclusively in the emergency department (ED sample) or in the emergency department with subsequent hospitalization (HO sample) and had an injury diagnosis (ICD-10: S00-S99, T00-T14). To determine whether the injury was caused by a fall, electronic patient records were reviewed. Positive predictive values (PPVs) of ICD codes and combinations of ICD codes for fall-related injuries were calculated (derivation phase) and the potential for statistical overfitting was assessed (validation phase).

Results: The study included 1378 patients in the ED sample (mean age 79.8 years, 59.2% female) and 878 patients in the HO sample (mean age 82.6 years, 66.5% female). All models yielded PPVs of at least 0.9 in the HO sample and 0.8 in the ED sample. The PPVs in the validation set were closely comparable to those in the derivation set.

Conclusion: The ICD-10 diagnoses from routine administrative data can be used to identify fall-related injuries with a high PPV in older adults treated in the ED with or without subsequent hospitalization. Thus, ICD-10 diagnoses can be a valuable resource for monitoring secular trends and evaluating the impact of population-based fall prevention programs.

使用ICD-10损伤代码识别老年人跌倒相关损伤:对急诊科住院和未住院患者的验证研究
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
2.00
自引率
16.70%
发文量
126
审稿时长
6-12 weeks
期刊介绍: The fact that more and more people are becoming older and are having a significant influence on our society is due to intensive geriatric research and geriatric medicine in the past and present. The Zeitschrift für Gerontologie und Geriatrie has contributed to this area for many years by informing a broad spectrum of interested readers about various developments in gerontology research. Special issues focus on all questions concerning gerontology, biology and basic research of aging, geriatric research, psychology and sociology as well as practical aspects of geriatric care. Target group: Geriatricians, social gerontologists, geriatric psychologists, geriatric psychiatrists, nurses/caregivers, nurse researchers, biogerontologists in geriatric wards/clinics, gerontological institutes, and institutions of teaching and further or continuing education.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书