Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand

© 2020 Yan et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Background Diabetes is a growing challenge in...

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Main Authors: Lily D. Yan, Piya Hanvoravongchai, Wichai Aekplakorn, Suwat Chariyalertsak, Pattapong Kessomboon, Sawitri Assanangkornchai, Surasak Taneepanichskul, Nareemarn Neelapaichit, Andrew C. Stokes
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Published: 2020
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/68220
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spelling th-cmuir.6653943832-682202020-04-02T15:30:52Z Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand Lily D. Yan Piya Hanvoravongchai Wichai Aekplakorn Suwat Chariyalertsak Pattapong Kessomboon Sawitri Assanangkornchai Surasak Taneepanichskul Nareemarn Neelapaichit Andrew C. Stokes Agricultural and Biological Sciences Biochemistry, Genetics and Molecular Biology Multidisciplinary © 2020 Yan et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Background Diabetes is a growing challenge in Thailand. Data to assess health system response to diabetes is scarce. We assessed what factors influence diabetes care cascade retention, under universal health coverage. Methods We conducted a cross-sectional analysis of the 2014 Thai National Health Examination Survey. Diabetes was defined as fasting plasma glucose ≥126mg/dL or on treatment. National and regional care cascades were constructed across screening, diagnosis, treatment, and control. Unmet need was defined as the total loss across cascade levels. Logistic regression was used to examine the demographic and healthcare factors associated with cascade attrition. Findings We included 15,663 individuals. Among Thai adults aged 20+ with diabetes, 67.0% (95% CI 60.9% to 73.1%) were screened, 34.0% (95% CI 30.6% to 37.2%) were diagnosed, 33.3% (95% CI 29.9% to 36.7%) were treated, and 26.0% (95% CI 22.9% to 29.1%) were controlled. Total unmet need was 74.0% (95% CI 70.9% to 77.1%), with regional variation ranging from 58.4% (95% CI 45.0% to 71.8%) in South to 78.0% (95% CI 73.0% to 83.0%) in Northeast. Multivariable models indicated older age (OR 1.76), males (OR 0.65), and a higher density of medical staff (OR 2.40) and health centers (OR 1.58) were significantly associated with being diagnosed among people with diabetes. Older age (OR 1.80) and higher geographical density of medical staff (OR 1.82) and health centers (OR 1.56) were significantly associated with being controlled. Conclusions Substantial attrition in the diabetes care continuum was observed at diabetes screening and diagnosis, related to both individual and health system factors. Even with universal health insurance, Thailand still needs effective behavioral and structural interventions, especially in primary health care settings, to address unmet need in diabetes care for its population. 2020-04-02T15:23:26Z 2020-04-02T15:23:26Z 2020-01-01 Journal 19326203 2-s2.0-85077941875 10.1371/journal.pone.0226286 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85077941875&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/68220
institution Chiang Mai University
building Chiang Mai University Library
continent Asia
country Thailand
Thailand
content_provider Chiang Mai University Library
collection CMU Intellectual Repository
topic Agricultural and Biological Sciences
Biochemistry, Genetics and Molecular Biology
Multidisciplinary
spellingShingle Agricultural and Biological Sciences
Biochemistry, Genetics and Molecular Biology
Multidisciplinary
Lily D. Yan
Piya Hanvoravongchai
Wichai Aekplakorn
Suwat Chariyalertsak
Pattapong Kessomboon
Sawitri Assanangkornchai
Surasak Taneepanichskul
Nareemarn Neelapaichit
Andrew C. Stokes
Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand
description © 2020 Yan et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Background Diabetes is a growing challenge in Thailand. Data to assess health system response to diabetes is scarce. We assessed what factors influence diabetes care cascade retention, under universal health coverage. Methods We conducted a cross-sectional analysis of the 2014 Thai National Health Examination Survey. Diabetes was defined as fasting plasma glucose ≥126mg/dL or on treatment. National and regional care cascades were constructed across screening, diagnosis, treatment, and control. Unmet need was defined as the total loss across cascade levels. Logistic regression was used to examine the demographic and healthcare factors associated with cascade attrition. Findings We included 15,663 individuals. Among Thai adults aged 20+ with diabetes, 67.0% (95% CI 60.9% to 73.1%) were screened, 34.0% (95% CI 30.6% to 37.2%) were diagnosed, 33.3% (95% CI 29.9% to 36.7%) were treated, and 26.0% (95% CI 22.9% to 29.1%) were controlled. Total unmet need was 74.0% (95% CI 70.9% to 77.1%), with regional variation ranging from 58.4% (95% CI 45.0% to 71.8%) in South to 78.0% (95% CI 73.0% to 83.0%) in Northeast. Multivariable models indicated older age (OR 1.76), males (OR 0.65), and a higher density of medical staff (OR 2.40) and health centers (OR 1.58) were significantly associated with being diagnosed among people with diabetes. Older age (OR 1.80) and higher geographical density of medical staff (OR 1.82) and health centers (OR 1.56) were significantly associated with being controlled. Conclusions Substantial attrition in the diabetes care continuum was observed at diabetes screening and diagnosis, related to both individual and health system factors. Even with universal health insurance, Thailand still needs effective behavioral and structural interventions, especially in primary health care settings, to address unmet need in diabetes care for its population.
format Journal
author Lily D. Yan
Piya Hanvoravongchai
Wichai Aekplakorn
Suwat Chariyalertsak
Pattapong Kessomboon
Sawitri Assanangkornchai
Surasak Taneepanichskul
Nareemarn Neelapaichit
Andrew C. Stokes
author_facet Lily D. Yan
Piya Hanvoravongchai
Wichai Aekplakorn
Suwat Chariyalertsak
Pattapong Kessomboon
Sawitri Assanangkornchai
Surasak Taneepanichskul
Nareemarn Neelapaichit
Andrew C. Stokes
author_sort Lily D. Yan
title Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand
title_short Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand
title_full Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand
title_fullStr Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand
title_full_unstemmed Universal coverage but unmet need: National and regional estimates of attrition across the diabetes care continuum in Thailand
title_sort universal coverage but unmet need: national and regional estimates of attrition across the diabetes care continuum in thailand
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85077941875&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/68220
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