Utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in South Korea.

Type 2 diabetes mellitus (T2DM) is a chronic disease that requires long-term therapy and regular check-ups to prevent complications. In this study, insurance claim data from the National Health Insurance Service (NHIS) of Korea were used to investigate insulin use in T2DM patients according to the e...

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Main Authors: Kyoung Lok Min, Heejo Koo, Jun Jeong Choi, Dae Jung Kim, Min Jung Chang, Euna Han
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0210159
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spelling doaj-fd8d6d16e7054023a75575be46f30b9d2021-03-03T20:50:29ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01143e021015910.1371/journal.pone.0210159Utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in South Korea.Kyoung Lok MinHeejo KooJun Jeong ChoiDae Jung KimMin Jung ChangEuna HanType 2 diabetes mellitus (T2DM) is a chronic disease that requires long-term therapy and regular check-ups to prevent complications. In this study, insurance claim data from the National Health Insurance Service (NHIS) of Korea were used to investigate insulin use in T2DM patients according to the economic status of patients and their access to primary physicians, operationally defined as the frequently used medical care providers at the time of T2DM diagnosis. A total of 91,810 participants were included from the NHIS claims database for the period between 2002 and 2013. The utilization pattern of insulin was set as the dependent variable and classified as one of the following: non-use of antidiabetic drugs, use of oral antidiabetic drugs only, or use of insulin with or without oral antidiabetic drugs. The main independent variables of interest were level of income and access to a frequently-visited physician. Multivariate Cox proportional hazards analysis was performed. Insulin was used by 9,281 patients during the study period, while use was 2.874 times more frequent in the Medical-aid group than in the highest premium group [hazard ratio (HR): 2.874, 95% confidence interval (CI): 2.588-3.192]. Insulin was also used ~50% more often in the patients managed by a frequently-visited physician than in those managed by other healthcare professionals (HR: 1.549, 95% CI: 1.434-1.624). The lag time to starting insulin was shorter when the patients had a low income and no frequently-visited physicians. Patients with a low level of income were more likely to use insulin and to have a shorter lag time from diagnosis to starting insulin. The likelihood of insulin being used was higher when the patients had a frequently-visited physician, particularly if they also had a low level of income. Therefore, the economic statuses of patients should be considered to ensure effective management of T2DM. Utilizing frequently-visited physicians might improve the management of T2DM, particularly for patients with a low income.https://doi.org/10.1371/journal.pone.0210159
collection DOAJ
language English
format Article
sources DOAJ
author Kyoung Lok Min
Heejo Koo
Jun Jeong Choi
Dae Jung Kim
Min Jung Chang
Euna Han
spellingShingle Kyoung Lok Min
Heejo Koo
Jun Jeong Choi
Dae Jung Kim
Min Jung Chang
Euna Han
Utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in South Korea.
PLoS ONE
author_facet Kyoung Lok Min
Heejo Koo
Jun Jeong Choi
Dae Jung Kim
Min Jung Chang
Euna Han
author_sort Kyoung Lok Min
title Utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in South Korea.
title_short Utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in South Korea.
title_full Utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in South Korea.
title_fullStr Utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in South Korea.
title_full_unstemmed Utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in South Korea.
title_sort utilization patterns of insulin for patients with type 2 diabetes from national health insurance claims data in south korea.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
description Type 2 diabetes mellitus (T2DM) is a chronic disease that requires long-term therapy and regular check-ups to prevent complications. In this study, insurance claim data from the National Health Insurance Service (NHIS) of Korea were used to investigate insulin use in T2DM patients according to the economic status of patients and their access to primary physicians, operationally defined as the frequently used medical care providers at the time of T2DM diagnosis. A total of 91,810 participants were included from the NHIS claims database for the period between 2002 and 2013. The utilization pattern of insulin was set as the dependent variable and classified as one of the following: non-use of antidiabetic drugs, use of oral antidiabetic drugs only, or use of insulin with or without oral antidiabetic drugs. The main independent variables of interest were level of income and access to a frequently-visited physician. Multivariate Cox proportional hazards analysis was performed. Insulin was used by 9,281 patients during the study period, while use was 2.874 times more frequent in the Medical-aid group than in the highest premium group [hazard ratio (HR): 2.874, 95% confidence interval (CI): 2.588-3.192]. Insulin was also used ~50% more often in the patients managed by a frequently-visited physician than in those managed by other healthcare professionals (HR: 1.549, 95% CI: 1.434-1.624). The lag time to starting insulin was shorter when the patients had a low income and no frequently-visited physicians. Patients with a low level of income were more likely to use insulin and to have a shorter lag time from diagnosis to starting insulin. The likelihood of insulin being used was higher when the patients had a frequently-visited physician, particularly if they also had a low level of income. Therefore, the economic statuses of patients should be considered to ensure effective management of T2DM. Utilizing frequently-visited physicians might improve the management of T2DM, particularly for patients with a low income.
url https://doi.org/10.1371/journal.pone.0210159
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