Taiwo P Adesoba, Clare C Brown, Holly C Felix, Jure Baloh, Riley Lipschitz, Anthony Goudie
{"title":"成人2型糖尿病患者中与肌肉骨骼疾病相关的医疗保健利用和支出:一项横断面研究","authors":"Taiwo P Adesoba, Clare C Brown, Holly C Felix, Jure Baloh, Riley Lipschitz, Anthony Goudie","doi":"10.1097/MLR.0000000000002129","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Adults with type 2 diabetes (T2D) often experience musculoskeletal disorders (MSDs), which complicate health care provision and negatively impact their health and health care utilization and expenditure. The objective of this study was to estimate the incremental health care utilization and expenditure associated with MSD among adult T2D patients in the United States overall and by race/ethnicity.</p><p><strong>Methods: </strong>A sample (unweighted n=6205) of noninstitutionalized US adults with a T2D diagnosis was obtained from the Medical Expenditure Panel Survey (MEPS), panels 2015-2016 to 2019-2020. Propensity score matching (PSM) was used to reduce selection bias between participants with and without MSD. Differences in health care utilization were estimated using negative binomials, while expenditures were estimated using generalized linear models and 2-part models. Outcomes were estimated overall and by race and ethnicity.</p><p><strong>Results: </strong>Among the sample of patients with T2D before PSM, 52% had MSD. In the matched sample, increased utilization associated with MSD occurred across all health care service types, with prescription medications (13.31; 95% CI: 11.12, 15.50) having the largest increase. The increased total expenditure associated with MSD among T2D patients was $5712 (95% CI: $4278, $7147), and the major drivers were office and inpatient expenditures. Increased total expenditure associated with MSD was highest among Hispanic patients ($8490; 95% CI: $4744, $12,237).</p><p><strong>Conclusions: </strong>MSD is associated with increased utilization and expenditure among T2D patients, particularly Hispanics. Efforts targeting earlier recognition and management of MSD may reduce excess utilization and expenditure, and also racial/ethnic disparities.</p>","PeriodicalId":18364,"journal":{"name":"Medical Care","volume":" ","pages":"346-352"},"PeriodicalIF":3.3000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Health Care Utilization and Expenditure Associated With Musculoskeletal Disorders Among Adults With Type 2 Diabetes: A Cross-Sectional Study.\",\"authors\":\"Taiwo P Adesoba, Clare C Brown, Holly C Felix, Jure Baloh, Riley Lipschitz, Anthony Goudie\",\"doi\":\"10.1097/MLR.0000000000002129\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Adults with type 2 diabetes (T2D) often experience musculoskeletal disorders (MSDs), which complicate health care provision and negatively impact their health and health care utilization and expenditure. The objective of this study was to estimate the incremental health care utilization and expenditure associated with MSD among adult T2D patients in the United States overall and by race/ethnicity.</p><p><strong>Methods: </strong>A sample (unweighted n=6205) of noninstitutionalized US adults with a T2D diagnosis was obtained from the Medical Expenditure Panel Survey (MEPS), panels 2015-2016 to 2019-2020. Propensity score matching (PSM) was used to reduce selection bias between participants with and without MSD. Differences in health care utilization were estimated using negative binomials, while expenditures were estimated using generalized linear models and 2-part models. Outcomes were estimated overall and by race and ethnicity.</p><p><strong>Results: </strong>Among the sample of patients with T2D before PSM, 52% had MSD. In the matched sample, increased utilization associated with MSD occurred across all health care service types, with prescription medications (13.31; 95% CI: 11.12, 15.50) having the largest increase. The increased total expenditure associated with MSD among T2D patients was $5712 (95% CI: $4278, $7147), and the major drivers were office and inpatient expenditures. Increased total expenditure associated with MSD was highest among Hispanic patients ($8490; 95% CI: $4744, $12,237).</p><p><strong>Conclusions: </strong>MSD is associated with increased utilization and expenditure among T2D patients, particularly Hispanics. Efforts targeting earlier recognition and management of MSD may reduce excess utilization and expenditure, and also racial/ethnic disparities.</p>\",\"PeriodicalId\":18364,\"journal\":{\"name\":\"Medical Care\",\"volume\":\" \",\"pages\":\"346-352\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2025-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Medical Care\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1097/MLR.0000000000002129\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/31 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Medical Care","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/MLR.0000000000002129","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/31 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
Health Care Utilization and Expenditure Associated With Musculoskeletal Disorders Among Adults With Type 2 Diabetes: A Cross-Sectional Study.
Introduction: Adults with type 2 diabetes (T2D) often experience musculoskeletal disorders (MSDs), which complicate health care provision and negatively impact their health and health care utilization and expenditure. The objective of this study was to estimate the incremental health care utilization and expenditure associated with MSD among adult T2D patients in the United States overall and by race/ethnicity.
Methods: A sample (unweighted n=6205) of noninstitutionalized US adults with a T2D diagnosis was obtained from the Medical Expenditure Panel Survey (MEPS), panels 2015-2016 to 2019-2020. Propensity score matching (PSM) was used to reduce selection bias between participants with and without MSD. Differences in health care utilization were estimated using negative binomials, while expenditures were estimated using generalized linear models and 2-part models. Outcomes were estimated overall and by race and ethnicity.
Results: Among the sample of patients with T2D before PSM, 52% had MSD. In the matched sample, increased utilization associated with MSD occurred across all health care service types, with prescription medications (13.31; 95% CI: 11.12, 15.50) having the largest increase. The increased total expenditure associated with MSD among T2D patients was $5712 (95% CI: $4278, $7147), and the major drivers were office and inpatient expenditures. Increased total expenditure associated with MSD was highest among Hispanic patients ($8490; 95% CI: $4744, $12,237).
Conclusions: MSD is associated with increased utilization and expenditure among T2D patients, particularly Hispanics. Efforts targeting earlier recognition and management of MSD may reduce excess utilization and expenditure, and also racial/ethnic disparities.
期刊介绍:
Rated as one of the top ten journals in healthcare administration, Medical Care is devoted to all aspects of the administration and delivery of healthcare. This scholarly journal publishes original, peer-reviewed papers documenting the most current developments in the rapidly changing field of healthcare. This timely journal reports on the findings of original investigations into issues related to the research, planning, organization, financing, provision, and evaluation of health services.