Evidence map›Paper›PMID 32769885›Full record

ArticleMedicine2020

Impacts of doctor-shopping behavior on diabetic patients' health: A retrospective longitudinal study in Taiwan.

Chin-Shien Lin, Haider Khan, Ruei-Yuan Chang, Wei-Chih Liao, Yi-Hsin Chen, Bo-Lin Huang, Teng-Fu Hsieh

Open access · goldAbstract read
In one paragraph

Article in Medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
0.1field-weighted citation impact, top 48% 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

0 citing papers in PubMed, 2 citations in OpenAlex.

No citing paper in PubMed yet.

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

7 authors at 5 institutions in 2 countries.

Chin-Shien LinDepartment of Business Administration, National Chung Hsing University, Taichung, Taiwan.
Haider KhanJosef Korbel School of International Studies, University of Denver, Denver, CO.
Ruei-Yuan ChangDepartment of Finance, Providence University.
Wei-Chih LiaoDepartment of Business Administration, National Chung Hsing University, Taichung, Taiwan.
Yi-Hsin ChenDepartment of Nephrology, Taichung Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taichung.
Bo-Lin HuangDepartment of Business Administration, National Chung Hsing University, Taichung, Taiwan.
Teng-Fu HsiehDepartment of Urology, Taichung Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taichung, Taiwan.
National Chung Hsing University · TWNational Yang Ming Chiao Tung University · TWProvidence College · USTaipei Tzu Chi Hospital · TWUniversity of Denver · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study was to clarify the relationship between doctor-shopping behavior and clinical conditions, and to clearly outline the effects of both the number of clinic visits and the number of doctor changes on patients' health conditions. Data from January 1, 2000 to December 31, 2004 was collected from the National Health Insurance Research Database in Taiwan. After randomly selecting one million people, we extracted 5-year longitudinal data, about the number of clinic visits, number of doctor changes, and changes in self-health status for each patient with diabetes over the age of 18. We developed a relationship among the variables by using the generalized estimating equation. The results revealed that the number of clinic visits on the change of health status is a U curve, suggesting that health condition could be optimal with an appropriate number of clinic visits. The effect of the number of doctor changes is linearly correlated with health deterioration. The results suggest that disease conditions can only be controlled with an adequate number of clinic visits. Excessively frequent clinic visits are not only unfavorable to patients' health status but are also wasteful of limited medical resources. For diabetic mellitus patients, the more they change doctors, the worse their health status. All of these results are important for patients to stay healthy and to save medical resources.

Indexed as

AdultAmbulatory CareContinuity of Patient CareDatabases, FactualDiabetes MellitusFemaleHealth StatusHumansLongitudinal StudiesMaleMiddle AgedNational Health ProgramsPatient Acceptance of Health CarePhysiciansRetrospective StudiesTaiwan

Identifiers

PMID32769885
PMCPMC7592987
OpenAlexW3046998315

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.