Evidence map›Paper›PMID 34663318›Full record

ArticleBMC health services research2021

The cost-saving effect of continuity of care (COC): an analysis of institutional COC on diabetic treatment costs using panel 2SLS regressions.

Yu-Ping Wen, Sandra S Liu, Ji-Tian Sheu, Hong-Huei Wang, Edmund R Becker, Jui-Fen Rachel Lu

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2021. 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
4.4field-weighted citation impact, top 6% 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, 19 citations in OpenAlex.

  1. Continuity of Care and Risks of Hospitalization and Mortality in COPD: A Nationwide Cohort Study.International journal of chronic obstructive pulmonary disease · 2026
    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

6 authors at 2 institutions in 1 country.

Yu-Ping WenDepartment of Health Care Management, College of Management, Chang Gung University, Taoyuan, Taiwan, R. O. C.
Sandra S LiuProfessor Emerita in Public Health, Purdue University, West Lafayette, Indiana, USA.
Ji-Tian SheuDepartment of Health Care Management, College of Management, Chang Gung University, Taoyuan, Taiwan, R. O. C.
Hong-Huei WangDepartment of Health Care Management, College of Management, Chang Gung University, Taoyuan, Taiwan, R. O. C.
Edmund R BeckerRollins School of Public Health, Emory University, Atlanta, Georgia, USA.
Jui-Fen Rachel LuDepartment of Health Care Management, College of Management, Chang Gung University, Taoyuan, Taiwan, R. O. C.. rachel@mail.cgu.edu.tw.
Emory University · USPurdue University West Lafayette · US

Funding

AHRQ HHS R01 HS026232Chang Gung Memorial Hospital BMRP285Chang Gung Memorial Hospital BMRPA44Ministry of Science and Technology MOST 106-2410-H-182-023Ministry of Science and Technology, Taiwan 107-2410-H-182-014-MY3Ministry of Science and Technology, Taiwan 109-2410-H-182-005Ministry of Science and Technology, Taiwan 109-2410-H-182-006National Science Council NSC100-2632-H-182 -001 -MY2ODCDC CDC HHS R01 CD000033
6 · The paper itself

Abstract

backgroundThe high costs of chronic conditions call for new treatment approaches that reduce costs while ensuring desirable health outcomes. There has been a growing transformation of care delivery models from conventional referral systems to integrated care models. This study seeks to evaluate the cost-saving impact of integrated care delivery model under pay-for-performance (P4P) scheme with continuity of care at institution level (ICOC).

methodsWe analyzed the Taiwan National Health Insurance claim data of 21,725 diabetic patients who visited clinics and/or hospitals at least four times a year for 8 years. Using average local provider P4P participation rate (for each accreditation level) as an instrumental variable in two-stage least squares (2SLS) regressions, we have estimated consistent estimates of the ICOC elasticities for all-cause inpatient and outpatient costs.

resultsOur results show that ICOC significantly reduced inpatient costs but increased outpatient costs with the elasticity for treatment costs of -11.6 and 1.03, respectively. The decrease in inpatient costs offset the increase in outpatient costs and the resulting total cost saving showed significant association with ICOC. The saving effect of ICOC is especially robust among patients who used clinics as their principal source of care.

conclusionsInstitutional continuity of care has a substantial impact on the treatment costs of diabetes patients. In the context where inpatient care costs are significantly higher than that of the outpatient care, ICOC would lead to a meaningful cost-saving effect. For new diabetes patients, care by clinics demonstrated the strongest saving effect.

Indexed as

Diabetes MellitusReimbursement, IncentiveContinuity of Patient CareHealth Care CostsHospitalizationHumansContinuity of careCostsDiabetes mellitusTeam careTwo-stage least squares regression

Identifiers

PMID34663318
PMCPMC8522076
OpenAlexW3207124088

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.