Evidence map›Paper›PMID 31426781›Full record

ArticleBMC health services research2019

Variation in the 11-year trajectories of medical care seeking behaviors in diabetes patients under a single payer system: persisting gaps to be filled.

Tzu-Ho Tsai, Nicole Huang, I-Feng Lin, Yiing-Jenq Chou

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.6field-weighted citation impact, top 29% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 1 institution in 1 country.

Tzu-Ho TsaiInstitute of Public Health, School of Medicine, National Yang-Ming University, No.115, Sec. 2, Linong Street, Taipei, Taiwan.
Nicole HuangInstitute of Hospital and Health Care Administration, School of Medicine, National Yang-Ming University, No.115, Sec. 2, Linong Street, Taipei, Taiwan.
I-Feng LinInstitute of Public Health, School of Medicine, National Yang-Ming University, No.115, Sec. 2, Linong Street, Taipei, Taiwan.
Yiing-Jenq ChouInstitute of Public Health, School of Medicine, National Yang-Ming University, No.115, Sec. 2, Linong Street, Taipei, Taiwan. yjchou@ym.edu.tw.
National Yang Ming Chiao Tung University · TW

Funding

Ministry of Science and Technology, Taiwan MOST 101-2314-B-010-038-MY3Ministry of Science and Technology, Taiwan MOST 102-2314-B-010-034-MY3
6 · The paper itself

Abstract

backgroundCare-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.

methodsWe 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.

resultsSeven 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.

conclusionsThis 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.

Indexed as

AdultAgedChronic DiseaseDiabetes Mellitus, Type 2FemaleHumansLongitudinal StudiesMaleMiddle AgedNational Health ProgramsPatient Acceptance of Health CarePovertyRetrospective StudiesSingle-Payer SystemTaiwanUniversal Health InsuranceDiabetes mellitusHealthcare providerHealthcare-seeking behaviorsMedical adherenceTrajectory

Identifiers

PMID31426781
PMCPMC6699076
OpenAlexW2969085338

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.