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Health care utilization and expenditures of persons with diabetes comorbid with anxiety disorder: a national population-based cohort study

Abstract Objective The aim of this study was to investigate and compare health care utilization and expenditures between persons with diabetes comorbid with and without anxiety disorder in Taiwan. Methods Health care utilization and expenditures among persons with diabetes with and without comorbid...

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Published in:General hospital psychiatry 2015-07, Vol.37 (4), p.299-304
Main Authors: Huang, Chun-Jen, M.D., Ph.D, Chiu, Herng-Chia, Ph.D, Hsieh, Hui-Min, Ph.D, Yen, Ju-Yu, M.D., Ph.D, Lee, Mei-Hsuan, M.D., M.S, Chang, Kao-Ping, M.D., Ph.D, Li, Chih-Yi, M.S, Lin, Ching-Hua, M.D., Ph.D
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cited_by cdi_FETCH-LOGICAL-c505t-d9500aea04d03f879cd707a5c95466f6b8bddde57170e35e301b6d3170932c823
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container_end_page 304
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container_start_page 299
container_title General hospital psychiatry
container_volume 37
creator Huang, Chun-Jen, M.D., Ph.D
Chiu, Herng-Chia, Ph.D
Hsieh, Hui-Min, Ph.D
Yen, Ju-Yu, M.D., Ph.D
Lee, Mei-Hsuan, M.D., M.S
Chang, Kao-Ping, M.D., Ph.D
Li, Chih-Yi, M.S
Lin, Ching-Hua, M.D., Ph.D
description Abstract Objective The aim of this study was to investigate and compare health care utilization and expenditures between persons with diabetes comorbid with and without anxiety disorder in Taiwan. Methods Health care utilization and expenditures among persons with diabetes with and without comorbid anxiety disorder in the period 2000–2004 were examined using the Taiwan's National Health Insurance claims data. Health care utilization included outpatient visits and use of hospital inpatient services, while expenditures included outpatient, inpatient and total medical expenditures. General estimation equation (GEE) models were used to analyze the factors associated with outpatient visits and expenditures, and multiple logistic regression analysis was applied to identify factors associated with hospitalization. Results In the study period, the average number of annual outpatient visits was 43.11–50.37 and 29.82–31.42 for persons with diabetes comorbid with anxiety disorder and for those without anxiety disorder, respectively. The average annual total expenditure was NT$74,875–92,781 and NT$63,764–81,667, respectively. Controlling for covariates, the GEE models revealed that age and time were associated with outpatient visits. Income and time factor were associated with total expenditure. Conclusions Health care utilization and expenditures for persons with diabetes with comorbid anxiety disorder are significantly higher than those without anxiety disorder. The factors associated with health care utilization and expenditures are age, income and time.
doi_str_mv 10.1016/j.genhosppsych.2015.04.008
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Methods Health care utilization and expenditures among persons with diabetes with and without comorbid anxiety disorder in the period 2000–2004 were examined using the Taiwan's National Health Insurance claims data. Health care utilization included outpatient visits and use of hospital inpatient services, while expenditures included outpatient, inpatient and total medical expenditures. General estimation equation (GEE) models were used to analyze the factors associated with outpatient visits and expenditures, and multiple logistic regression analysis was applied to identify factors associated with hospitalization. Results In the study period, the average number of annual outpatient visits was 43.11–50.37 and 29.82–31.42 for persons with diabetes comorbid with anxiety disorder and for those without anxiety disorder, respectively. The average annual total expenditure was NT$74,875–92,781 and NT$63,764–81,667, respectively. Controlling for covariates, the GEE models revealed that age and time were associated with outpatient visits. Income and time factor were associated with total expenditure. Conclusions Health care utilization and expenditures for persons with diabetes with comorbid anxiety disorder are significantly higher than those without anxiety disorder. The factors associated with health care utilization and expenditures are age, income and time.</description><identifier>ISSN: 0163-8343</identifier><identifier>EISSN: 1873-7714</identifier><identifier>DOI: 10.1016/j.genhosppsych.2015.04.008</identifier><identifier>PMID: 25936674</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adult ; Age Factors ; Aged ; Ambulatory Care - economics ; Ambulatory Care - utilization ; Anxiety disorder ; Anxiety Disorders - economics ; Anxiety Disorders - epidemiology ; Case-Control Studies ; Cohort Studies ; Comorbidity ; Diabetes ; Diabetes Mellitus - economics ; Diabetes Mellitus - epidemiology ; Expenditure ; Female ; Health care utilization ; Health Expenditures ; Health Services - economics ; Health Services - utilization ; Hospitalization - economics ; Hospitalization - statistics &amp; numerical data ; Humans ; Income - statistics &amp; numerical data ; Logistic Models ; Male ; Middle Aged ; National Health Programs - economics ; Psychiatry ; Retrospective Studies ; Taiwan - epidemiology</subject><ispartof>General hospital psychiatry, 2015-07, Vol.37 (4), p.299-304</ispartof><rights>Elsevier Inc.</rights><rights>2015 Elsevier Inc.</rights><rights>Copyright © 2015 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c505t-d9500aea04d03f879cd707a5c95466f6b8bddde57170e35e301b6d3170932c823</citedby><cites>FETCH-LOGICAL-c505t-d9500aea04d03f879cd707a5c95466f6b8bddde57170e35e301b6d3170932c823</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25936674$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Huang, Chun-Jen, M.D., Ph.D</creatorcontrib><creatorcontrib>Chiu, Herng-Chia, Ph.D</creatorcontrib><creatorcontrib>Hsieh, Hui-Min, Ph.D</creatorcontrib><creatorcontrib>Yen, Ju-Yu, M.D., Ph.D</creatorcontrib><creatorcontrib>Lee, Mei-Hsuan, M.D., M.S</creatorcontrib><creatorcontrib>Chang, Kao-Ping, M.D., Ph.D</creatorcontrib><creatorcontrib>Li, Chih-Yi, M.S</creatorcontrib><creatorcontrib>Lin, Ching-Hua, M.D., Ph.D</creatorcontrib><title>Health care utilization and expenditures of persons with diabetes comorbid with anxiety disorder: a national population-based cohort study</title><title>General hospital psychiatry</title><addtitle>Gen Hosp Psychiatry</addtitle><description>Abstract Objective The aim of this study was to investigate and compare health care utilization and expenditures between persons with diabetes comorbid with and without anxiety disorder in Taiwan. Methods Health care utilization and expenditures among persons with diabetes with and without comorbid anxiety disorder in the period 2000–2004 were examined using the Taiwan's National Health Insurance claims data. Health care utilization included outpatient visits and use of hospital inpatient services, while expenditures included outpatient, inpatient and total medical expenditures. General estimation equation (GEE) models were used to analyze the factors associated with outpatient visits and expenditures, and multiple logistic regression analysis was applied to identify factors associated with hospitalization. Results In the study period, the average number of annual outpatient visits was 43.11–50.37 and 29.82–31.42 for persons with diabetes comorbid with anxiety disorder and for those without anxiety disorder, respectively. The average annual total expenditure was NT$74,875–92,781 and NT$63,764–81,667, respectively. Controlling for covariates, the GEE models revealed that age and time were associated with outpatient visits. Income and time factor were associated with total expenditure. Conclusions Health care utilization and expenditures for persons with diabetes with comorbid anxiety disorder are significantly higher than those without anxiety disorder. 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numerical data</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Middle Aged</subject><subject>National Health Programs - economics</subject><subject>Psychiatry</subject><subject>Retrospective Studies</subject><subject>Taiwan - epidemiology</subject><issn>0163-8343</issn><issn>1873-7714</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNqNUk1v1DAQtRCILoW_gCxOXBLGcZyPHpBQoRSpEgdA4mY59oT1krWD7UDTn8CvxtstCHHiZI3nvTea94aQZwxKBqx5sSu_oNv6OM9x1duyAiZKqEuA7h7ZsK7lRduy-j7ZZDAvOl7zE_Ioxh0AiErwh-SkEj1vmrbekJ-XqKa0pVoFpEuyk71RyXpHlTMUr2d0xqYlYKR-pDOG6F2kP2xmGKsGTLmh_d6HwZrjt3LXFtOa29EHg-GMKupuJdVEZz8v021RDCqiydytD4nGtJj1MXkwqinik7v3lHy6ePPx_LK4ev_23fmrq0ILEKkwvQBQqKA2wMeu7bVpoVVC96JumrEZusEYg6JlLSAXyIENjeG56nmlu4qfkudH3Tn4bwvGJPc2apwm5dAvUbKma2oGXQUZenaE6uBjDDjKOdi9CqtkIA9ZyJ38Owt5yEJCLXMWmfz0bs4y7NH8of42PwNeHwGYt_1uMcioLTqNxgbUSRpv_2_Oy39k9GSd1Wr6iivGnV9C9j7vJWMlQX44XMXhKFj2EXrxmf8CH8K6YA</recordid><startdate>20150701</startdate><enddate>20150701</enddate><creator>Huang, Chun-Jen, M.D., Ph.D</creator><creator>Chiu, Herng-Chia, Ph.D</creator><creator>Hsieh, Hui-Min, Ph.D</creator><creator>Yen, Ju-Yu, M.D., Ph.D</creator><creator>Lee, Mei-Hsuan, M.D., M.S</creator><creator>Chang, Kao-Ping, M.D., Ph.D</creator><creator>Li, Chih-Yi, M.S</creator><creator>Lin, Ching-Hua, M.D., Ph.D</creator><general>Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20150701</creationdate><title>Health care utilization and expenditures of persons with diabetes comorbid with anxiety disorder: a national population-based cohort study</title><author>Huang, Chun-Jen, M.D., Ph.D ; Chiu, Herng-Chia, Ph.D ; Hsieh, Hui-Min, Ph.D ; Yen, Ju-Yu, M.D., Ph.D ; Lee, Mei-Hsuan, M.D., M.S ; Chang, Kao-Ping, M.D., Ph.D ; Li, Chih-Yi, M.S ; Lin, Ching-Hua, M.D., Ph.D</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c505t-d9500aea04d03f879cd707a5c95466f6b8bddde57170e35e301b6d3170932c823</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Adult</topic><topic>Age Factors</topic><topic>Aged</topic><topic>Ambulatory Care - economics</topic><topic>Ambulatory Care - utilization</topic><topic>Anxiety disorder</topic><topic>Anxiety Disorders - economics</topic><topic>Anxiety Disorders - epidemiology</topic><topic>Case-Control Studies</topic><topic>Cohort Studies</topic><topic>Comorbidity</topic><topic>Diabetes</topic><topic>Diabetes Mellitus - economics</topic><topic>Diabetes Mellitus - epidemiology</topic><topic>Expenditure</topic><topic>Female</topic><topic>Health care utilization</topic><topic>Health Expenditures</topic><topic>Health Services - economics</topic><topic>Health Services - utilization</topic><topic>Hospitalization - economics</topic><topic>Hospitalization - statistics &amp; numerical data</topic><topic>Humans</topic><topic>Income - statistics &amp; numerical data</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Middle Aged</topic><topic>National Health Programs - economics</topic><topic>Psychiatry</topic><topic>Retrospective Studies</topic><topic>Taiwan - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Huang, Chun-Jen, M.D., Ph.D</creatorcontrib><creatorcontrib>Chiu, Herng-Chia, Ph.D</creatorcontrib><creatorcontrib>Hsieh, Hui-Min, Ph.D</creatorcontrib><creatorcontrib>Yen, Ju-Yu, M.D., Ph.D</creatorcontrib><creatorcontrib>Lee, Mei-Hsuan, M.D., M.S</creatorcontrib><creatorcontrib>Chang, Kao-Ping, M.D., Ph.D</creatorcontrib><creatorcontrib>Li, Chih-Yi, M.S</creatorcontrib><creatorcontrib>Lin, Ching-Hua, M.D., Ph.D</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>General hospital psychiatry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Huang, Chun-Jen, M.D., Ph.D</au><au>Chiu, Herng-Chia, Ph.D</au><au>Hsieh, Hui-Min, Ph.D</au><au>Yen, Ju-Yu, M.D., Ph.D</au><au>Lee, Mei-Hsuan, M.D., M.S</au><au>Chang, Kao-Ping, M.D., Ph.D</au><au>Li, Chih-Yi, M.S</au><au>Lin, Ching-Hua, M.D., Ph.D</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Health care utilization and expenditures of persons with diabetes comorbid with anxiety disorder: a national population-based cohort study</atitle><jtitle>General hospital psychiatry</jtitle><addtitle>Gen Hosp Psychiatry</addtitle><date>2015-07-01</date><risdate>2015</risdate><volume>37</volume><issue>4</issue><spage>299</spage><epage>304</epage><pages>299-304</pages><issn>0163-8343</issn><eissn>1873-7714</eissn><abstract>Abstract Objective The aim of this study was to investigate and compare health care utilization and expenditures between persons with diabetes comorbid with and without anxiety disorder in Taiwan. Methods Health care utilization and expenditures among persons with diabetes with and without comorbid anxiety disorder in the period 2000–2004 were examined using the Taiwan's National Health Insurance claims data. Health care utilization included outpatient visits and use of hospital inpatient services, while expenditures included outpatient, inpatient and total medical expenditures. General estimation equation (GEE) models were used to analyze the factors associated with outpatient visits and expenditures, and multiple logistic regression analysis was applied to identify factors associated with hospitalization. Results In the study period, the average number of annual outpatient visits was 43.11–50.37 and 29.82–31.42 for persons with diabetes comorbid with anxiety disorder and for those without anxiety disorder, respectively. The average annual total expenditure was NT$74,875–92,781 and NT$63,764–81,667, respectively. Controlling for covariates, the GEE models revealed that age and time were associated with outpatient visits. Income and time factor were associated with total expenditure. Conclusions Health care utilization and expenditures for persons with diabetes with comorbid anxiety disorder are significantly higher than those without anxiety disorder. The factors associated with health care utilization and expenditures are age, income and time.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>25936674</pmid><doi>10.1016/j.genhosppsych.2015.04.008</doi><tpages>6</tpages></addata></record>
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subjects Adult
Age Factors
Aged
Ambulatory Care - economics
Ambulatory Care - utilization
Anxiety disorder
Anxiety Disorders - economics
Anxiety Disorders - epidemiology
Case-Control Studies
Cohort Studies
Comorbidity
Diabetes
Diabetes Mellitus - economics
Diabetes Mellitus - epidemiology
Expenditure
Female
Health care utilization
Health Expenditures
Health Services - economics
Health Services - utilization
Hospitalization - economics
Hospitalization - statistics & numerical data
Humans
Income - statistics & numerical data
Logistic Models
Male
Middle Aged
National Health Programs - economics
Psychiatry
Retrospective Studies
Taiwan - epidemiology
title Health care utilization and expenditures of persons with diabetes comorbid with anxiety disorder: a national population-based cohort study
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