Chiu-Ying Chen, Yi-Ching Yang, Wan-Chen Hsu, Shu-Fen Su, Susan C. Hu
{"title":"通过ICD-10预测老年人虚弱的患病率和结果:来自台湾一家地区医院的经验。","authors":"Chiu-Ying Chen, Yi-Ching Yang, Wan-Chen Hsu, Shu-Fen Su, Susan C. Hu","doi":"10.1111/imj.70069","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background</h3>\n \n <p>In acute care hospitals, nearly 50% of hospitalised patients aged 65 and over suffer from frailty, which significantly affects their health outcomes.</p>\n </section>\n \n <section>\n \n <h3> Aims</h3>\n \n <p>Using a regional hospital as an example, we utilised the Hospital Frailty Risk Score (HFRS) to investigate the risk of frailty in Taiwanese older patients and to predict its impact on medical costs, hospital stays and mortality rates.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>Data from hospital medical records were extracted, and 16 775 patients aged ≥65 years hospitalised between January 2019 and December 2021 were included. International Classification of Diseases, Tenth Revision (ICD-10) data for each inpatient were collected and weighted. The risk of frailty was defined according to the HFRS.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>The prevalence of moderate to high frailty risk was 54.1%, of which 43.6% were moderate risk and 10.5% were high risk. Those identified as having a moderate or high risk of frailty were males, of advanced age, with pneumonia and sepsis. Internal medicine patients had a higher rate of moderate to high risk of frailty than surgical patients. Patients with moderate or high frailty risk usually experienced more intensive care unit stays and had higher re-admission rates and medical costs. Moreover, high-risk patients had a greater chance of mortality at 30-day/90-day and 1-year intervals than low-risk patients.</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>More than half of older patients admitted to hospitals have a moderate to high risk of frailty. Utilising ICD-10 weights to assess frailty risk is a feasible strategy to reduce the workload of medical personnel and identify patients at risk of frailty at an earlier stage.</p>\n </section>\n </div>","PeriodicalId":13625,"journal":{"name":"Internal Medicine Journal","volume":"55 7","pages":"1120-1126"},"PeriodicalIF":1.8000,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predicting the prevalence and outcomes of frailty through ICD-10 in older adults: experiences from a regional hospital in Taiwan\",\"authors\":\"Chiu-Ying Chen, Yi-Ching Yang, Wan-Chen Hsu, Shu-Fen Su, Susan C. Hu\",\"doi\":\"10.1111/imj.70069\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> Background</h3>\\n \\n <p>In acute care hospitals, nearly 50% of hospitalised patients aged 65 and over suffer from frailty, which significantly affects their health outcomes.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Aims</h3>\\n \\n <p>Using a regional hospital as an example, we utilised the Hospital Frailty Risk Score (HFRS) to investigate the risk of frailty in Taiwanese older patients and to predict its impact on medical costs, hospital stays and mortality rates.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Methods</h3>\\n \\n <p>Data from hospital medical records were extracted, and 16 775 patients aged ≥65 years hospitalised between January 2019 and December 2021 were included. International Classification of Diseases, Tenth Revision (ICD-10) data for each inpatient were collected and weighted. The risk of frailty was defined according to the HFRS.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>The prevalence of moderate to high frailty risk was 54.1%, of which 43.6% were moderate risk and 10.5% were high risk. Those identified as having a moderate or high risk of frailty were males, of advanced age, with pneumonia and sepsis. Internal medicine patients had a higher rate of moderate to high risk of frailty than surgical patients. Patients with moderate or high frailty risk usually experienced more intensive care unit stays and had higher re-admission rates and medical costs. Moreover, high-risk patients had a greater chance of mortality at 30-day/90-day and 1-year intervals than low-risk patients.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Conclusions</h3>\\n \\n <p>More than half of older patients admitted to hospitals have a moderate to high risk of frailty. Utilising ICD-10 weights to assess frailty risk is a feasible strategy to reduce the workload of medical personnel and identify patients at risk of frailty at an earlier stage.</p>\\n </section>\\n </div>\",\"PeriodicalId\":13625,\"journal\":{\"name\":\"Internal Medicine Journal\",\"volume\":\"55 7\",\"pages\":\"1120-1126\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-04-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Internal Medicine Journal\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/imj.70069\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Internal Medicine Journal","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/imj.70069","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
Predicting the prevalence and outcomes of frailty through ICD-10 in older adults: experiences from a regional hospital in Taiwan
Background
In acute care hospitals, nearly 50% of hospitalised patients aged 65 and over suffer from frailty, which significantly affects their health outcomes.
Aims
Using a regional hospital as an example, we utilised the Hospital Frailty Risk Score (HFRS) to investigate the risk of frailty in Taiwanese older patients and to predict its impact on medical costs, hospital stays and mortality rates.
Methods
Data from hospital medical records were extracted, and 16 775 patients aged ≥65 years hospitalised between January 2019 and December 2021 were included. International Classification of Diseases, Tenth Revision (ICD-10) data for each inpatient were collected and weighted. The risk of frailty was defined according to the HFRS.
Results
The prevalence of moderate to high frailty risk was 54.1%, of which 43.6% were moderate risk and 10.5% were high risk. Those identified as having a moderate or high risk of frailty were males, of advanced age, with pneumonia and sepsis. Internal medicine patients had a higher rate of moderate to high risk of frailty than surgical patients. Patients with moderate or high frailty risk usually experienced more intensive care unit stays and had higher re-admission rates and medical costs. Moreover, high-risk patients had a greater chance of mortality at 30-day/90-day and 1-year intervals than low-risk patients.
Conclusions
More than half of older patients admitted to hospitals have a moderate to high risk of frailty. Utilising ICD-10 weights to assess frailty risk is a feasible strategy to reduce the workload of medical personnel and identify patients at risk of frailty at an earlier stage.
期刊介绍:
The Internal Medicine Journal is the official journal of the Adult Medicine Division of The Royal Australasian College of Physicians (RACP). Its purpose is to publish high-quality internationally competitive peer-reviewed original medical research, both laboratory and clinical, relating to the study and research of human disease. Papers will be considered from all areas of medical practice and science. The Journal also has a major role in continuing medical education and publishes review articles relevant to physician education.