Evidence map›Paper›PMID 42176131›Full record

ArticleJournal of medical systems2026

Association of the Pay-for-Performance Program with Emergency Service Utilization and Hospital Admissions in Asthma Patients: A National Matched Cohort Study in Taiwan.

Chang-Hung Tsai, Yeong-Ruey Chu, Pei-Tseng Kung, Wen-Chen Tsai

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Article in Journal of medical systems, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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.

Chang-Hung TsaiHengchun Tourism Hospital, Ministry of Health and Welfare, Pingtung County, 946001, Taiwan.
Yeong-Ruey ChuDepartment of Health Services Administration, China Medical University, No. 100, Section 1, Jingmao Road, Beitun District, Taichung City, 406040, Taiwan.
Pei-Tseng Kung *Department of Healthcare Administration, Asia University, Taichung City, 413305, Taiwan.
Wen-Chen Tsai *Department of Health Services Administration, China Medical University, No. 100, Section 1, Jingmao Road, Beitun District, Taichung City, 406040, Taiwan. wtsai@mail.cmu.edu.tw.

Funding

China Medical University, Taiwan CMU114-MF-79
6 · The paper itself

Abstract

About 339 million people worldwide have asthma, and its prevalence is increasing. The asthma pay-for-performance (P4P) program was implemented, but the effectiveness of P4P programs is still controversial. The study evaluated the relationship between participation in the pay-for-performance (P4P) program and emergency service utilization and hospital admission utilization among asthma patients. This population-based cohort study included those who were newly diagnosed asthma patients from 2011 to 2016 and were followed until the end of 2018. The data were from the National Health Insurance Database of Taiwan. A propensity score matching method was applied to match asthma patients who joined the P4P program to non-P4P patients, ratio 1:1. The Cox proportional hazards model was applied to analyze the relationship between P4P participation status and emergency service utilization and hospital admission utilization. We also conducted alternative analysis using Poisson regression. After matching, 73,117 people who joined and 73,117 who did not join were included for analyses. It was found that asthma patients who joined P4P had a lower risk of emergency service utilization than those who did not join P4P (HR = 0.57, 95% CI = 0.55-0.59). We also found that asthma patients enrolled in the P4P program had a significantly lower risk of hospital admission utilization (HR = 0.58, 95% CI = 0.54-0.62). The Poisson regression analysis showed a high level of consistency with the results mentioned above. Our data showed that participation in the P4P program was associated with emergency service utilization and hospital admission utilization among asthma patients.

Indexed as

AsthmaEmergency Service, HospitalHospitalizationReimbursement, IncentiveAdolescentAdultAgedCohort StudiesEmergency Room VisitsFemaleHumansMaleMiddle AgedPropensity ScoreProportional Hazards ModelsTaiwanAsthmaEmergency services utilizationHospitalization admission utilizationPay for performance

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Read underepoch 390

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.