Risk of hospitalization and healthcare cost associated with Diabetes Complication Severity Index in Taiwan's National Health Insurance Research Database

被引:56
作者
Chen, Hung-Lin [1 ]
Hsiao, Fei-Yuan [1 ,2 ,3 ]
机构
[1] Natl Taiwan Univ, Coll Med, Grad Inst Clin Pharm, Taipei 10050, Taiwan
[2] Natl Taiwan Univ, Coll Med, Sch Pharm, Taipei 10050, Taiwan
[3] Natl Taiwan Univ Hosp, Dept Pharm, Taipei, Taiwan
关键词
Diabetes mellitus; Hospitalization; Cost; Adapted Diabetes Complication Severity Index; National Health Insurance Research Database (NHIRD);
D O I
10.1016/j.jdiacomp.2014.05.011
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective: The aim of this study is to test the validity of adapted Diabetes Complication Severity Index (aDCSI) in predicting the risk of hospitalization and healthcare cost in type 2 diabetic patients using a nationally-representative claims database. Study design: Retrospective cohort study used 4 years of claims data from Taiwan's National Health Insurance Research Database (NHIRD). Methods: Type 2 diabetic patients who had 4-years of enrollment were identified as study subjects (N = 136,372). The aDCSI score (sum of diabetic complication with severity levels, range 0-13) and complication count (sum of diabetic complications, range 0-7) were generated using diagnostic codes for each patient. Poisson model and linear regression model were conducted to predict risk of hospitalization and healthcare costs associated with aDCSI score and count of diabetic complications. Results: The aDCSI score (risk ratio 1.51 to 10.32 categorically, and 1.41 linearly) and count of diabetic complications (risk ratio 1.56 to 12.20 categorically, and 1.66 linearly) were significantly positively associated with risk of hospitalization. A one-point increase in the aDCSI score was positively associated with increased healthcare costs. Conclusions: The performance of aDCSI in predicting risk of hospitalization and healthcare cost in the nationally-representative claims database is similar to those reported in the original study. It may serve as an efficient tool for stratifying type 2 diabetic patients for disease management programs and population-based studies. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:612 / 616
页数:5
相关论文
共 15 条
[1]   Economic Costs of Diabetes in the U.S. in 2012 [J].
Yang W. ;
Dall T.M. ;
Halder P. ;
Gallo P. ;
Kowal S.L. ;
Hogan P.F. ;
Petersen M. .
DIABETES CARE, 2013, 36 (04) :1033-1046
[2]  
Chang HY, 2012, AM J MANAG CARE, V18, P721
[3]  
Chang HY, 2012, AM J MANAG CARE, V18, P213
[5]   A model to estimate the lifetime health outcomes of patients with Type 2 diabetes: the United Kingdom Prospective Diabetes Study (UKPDS) Outcomes Model (UKPDS no. 68) [J].
Clarke, PM ;
Gray, AM ;
Briggs, A ;
Farmer, AJ ;
Fenn, P ;
Stevens, RJ ;
Matthews, DR ;
Stratton, IM ;
Holman, RR .
DIABETOLOGIA, 2004, 47 (10) :1747-1759
[6]  
Hsiao FY, 2007, J FOOD DRUG ANAL, V15, P99
[7]   Time trend analysis of the prevalence and incidence of diagnosed type 2 diabetes among adults in Taiwan from 2000 to 2007: a population-based study [J].
Lin, Cheng-Chieh ;
Li, Chia-Ing ;
Hsiao, Chih-Yi ;
Liu, Chiu-Shong ;
Yang, Sing-Yu ;
Lee, Cheng-Chun ;
Li, Tsai-Chung .
BMC PUBLIC HEALTH, 2013, 13
[8]   Predicting factors associated with costs of diabetic patients in Taiwan [J].
Lin, T ;
Chou, PS ;
Tsai, ST ;
Lee, YC ;
Tai, TY .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2004, 63 (02) :119-125
[9]  
Lin T, 2001, DIABETES RES CLIN PR, V54, pS43
[10]   Continuity of diabetes care is associated with avoidable hospitalizations: evidence from Taiwan's National Health Insurance scheme [J].
Lin, Wender ;
Huang, I-Chan ;
Wang, Shu-Li ;
Yang, Ming-Chin ;
Yaung, Chih-Liang .
INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE, 2010, 22 (01) :3-8