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Variation in the 11-year trajectories of medical care seeking behaviors in diabetes patients under a single payer system: persisting gaps to be filled
by
Tsai, Tzu-Ho
, Huang, Nicole
, Lin, I-Feng
, Chou, Yiing-Jenq
in
Adult
/ Aged
/ Analysis
/ Behavior
/ Chronic Disease
/ Diabetes mellitus
/ Diabetes Mellitus, Type 2 - economics
/ Diabetes Mellitus, Type 2 - therapy
/ Diabetes therapy
/ Diabetics
/ Elderly
/ Female
/ Health Administration
/ Health care industry
/ Health Informatics
/ Healthcare needs and demand
/ Healthcare provider
/ Healthcare-seeking behaviors
/ Humans
/ Insurance
/ Long term care
/ Longitudinal Studies
/ Male
/ Management
/ Medical adherence
/ Medical research
/ Medicine
/ Medicine & Public Health
/ Middle Aged
/ National health insurance
/ National Health Programs - economics
/ National Health Programs - statistics & numerical data
/ Nursing Research
/ Online databases
/ Patient Acceptance of Health Care - statistics & numerical data
/ Patient care
/ Patient compliance
/ Poverty - economics
/ Poverty - statistics & numerical data
/ Public Health
/ Research Article
/ Retrospective Studies
/ Single-Payer System - statistics & numerical data
/ Social class
/ Taiwan
/ Trajectory
/ Type 2 diabetes
/ Universal Health Insurance - economics
/ Universal Health Insurance - statistics & numerical data
/ Young Adult
2019
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Variation in the 11-year trajectories of medical care seeking behaviors in diabetes patients under a single payer system: persisting gaps to be filled
by
Tsai, Tzu-Ho
, Huang, Nicole
, Lin, I-Feng
, Chou, Yiing-Jenq
in
Adult
/ Aged
/ Analysis
/ Behavior
/ Chronic Disease
/ Diabetes mellitus
/ Diabetes Mellitus, Type 2 - economics
/ Diabetes Mellitus, Type 2 - therapy
/ Diabetes therapy
/ Diabetics
/ Elderly
/ Female
/ Health Administration
/ Health care industry
/ Health Informatics
/ Healthcare needs and demand
/ Healthcare provider
/ Healthcare-seeking behaviors
/ Humans
/ Insurance
/ Long term care
/ Longitudinal Studies
/ Male
/ Management
/ Medical adherence
/ Medical research
/ Medicine
/ Medicine & Public Health
/ Middle Aged
/ National health insurance
/ National Health Programs - economics
/ National Health Programs - statistics & numerical data
/ Nursing Research
/ Online databases
/ Patient Acceptance of Health Care - statistics & numerical data
/ Patient care
/ Patient compliance
/ Poverty - economics
/ Poverty - statistics & numerical data
/ Public Health
/ Research Article
/ Retrospective Studies
/ Single-Payer System - statistics & numerical data
/ Social class
/ Taiwan
/ Trajectory
/ Type 2 diabetes
/ Universal Health Insurance - economics
/ Universal Health Insurance - statistics & numerical data
/ Young Adult
2019
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Variation in the 11-year trajectories of medical care seeking behaviors in diabetes patients under a single payer system: persisting gaps to be filled
by
Tsai, Tzu-Ho
, Huang, Nicole
, Lin, I-Feng
, Chou, Yiing-Jenq
in
Adult
/ Aged
/ Analysis
/ Behavior
/ Chronic Disease
/ Diabetes mellitus
/ Diabetes Mellitus, Type 2 - economics
/ Diabetes Mellitus, Type 2 - therapy
/ Diabetes therapy
/ Diabetics
/ Elderly
/ Female
/ Health Administration
/ Health care industry
/ Health Informatics
/ Healthcare needs and demand
/ Healthcare provider
/ Healthcare-seeking behaviors
/ Humans
/ Insurance
/ Long term care
/ Longitudinal Studies
/ Male
/ Management
/ Medical adherence
/ Medical research
/ Medicine
/ Medicine & Public Health
/ Middle Aged
/ National health insurance
/ National Health Programs - economics
/ National Health Programs - statistics & numerical data
/ Nursing Research
/ Online databases
/ Patient Acceptance of Health Care - statistics & numerical data
/ Patient care
/ Patient compliance
/ Poverty - economics
/ Poverty - statistics & numerical data
/ Public Health
/ Research Article
/ Retrospective Studies
/ Single-Payer System - statistics & numerical data
/ Social class
/ Taiwan
/ Trajectory
/ Type 2 diabetes
/ Universal Health Insurance - economics
/ Universal Health Insurance - statistics & numerical data
/ Young Adult
2019
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Variation in the 11-year trajectories of medical care seeking behaviors in diabetes patients under a single payer system: persisting gaps to be filled
Journal Article
Variation in the 11-year trajectories of medical care seeking behaviors in diabetes patients under a single payer system: persisting gaps to be filled
2019
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Overview
Background
Care-seeking behavior is widely acknowledged to have strong influences on health outcomes among individuals with chronic conditions including diabetes. Despite its dynamic nature, care seeking behavior are often considered as time invariant in most studies. The likelihood of patients changing their regularity and source of chronic care over time is often neglected. This study aimed to determine the long-term trajectories of care-seeking patterns of both care-seeking regularity and health provider choices; and their associated factors among patients with type 2 diabetes under the National Health Insurance (NHI) program in Taiwan.
Methods
We utilized population-based data from the National Health Insurance Research Database (NHIRD) in Taiwan. Three thousand, nine hundred and eighty-seven adult patients with newly diagnosed type 2 diabetes in 1999 were enrolled in the cohort. We assessed their trajectories of regular care visits and sources of diabetes care from 2000 to 2010. A group-based trajectory model was applied.
Results
Seven distinct groups of long-term care-seeking patterns were identified. Only 51.44% of patients with newly diagnosed diabetes had regularly visited their providers over time. Among them, 56.41 and 16.09% had persistently sought care from generalized and specialized providers, respectively. 27.50% had sought care from different levels of providers. Patients who were male, elderly, low-income, and had a higher baseline diabetes severity were significantly more likely to either continue with their irregular care-seeking behavior or fail to maintain their regular care seeking behavior over time. Those who were younger, had a higher socioeconomic status, and lived in an urban area were significantly more likely to persistently seek care from specialized care settings.
Conclusions
This study is the first population-based assessment of long-term care-seeking behaviors of type 2 diabetes patients under a single-payer system with a comprehensive benefit coverage. The most alarming finding was that, despite the existence of the comprehensive universal health insurance coverage in Taiwan, almost 50% of patients did not seek or maintain regular visits to providers over time as recommended. Understanding variations in the long-term trajectories of care adherence and sources of care may help to identify gaps in diabetes care management.
Publisher
BioMed Central,BioMed Central Ltd,BMC
Subject
/ Aged
/ Analysis
/ Behavior
/ Diabetes Mellitus, Type 2 - economics
/ Diabetes Mellitus, Type 2 - therapy
/ Elderly
/ Female
/ Healthcare-seeking behaviors
/ Humans
/ Male
/ Medicine
/ National Health Programs - economics
/ National Health Programs - statistics & numerical data
/ Patient Acceptance of Health Care - statistics & numerical data
/ Poverty - statistics & numerical data
/ Single-Payer System - statistics & numerical data
/ Taiwan
/ Universal Health Insurance - economics
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