Evidence map›Paper›PMID 41951887›Full record

ReviewHealth economics review2026

Behavioral responses of healthcare providers to prospective payment systems: a systematic review using the WHO framework (2000-2024).

Anahita Behzadi, Zohreh Bagherinezhad, Maliheh Ghobadi

Abstract readReview
In one paragraph

Review in Health economics review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Review
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

3 authors.

Anahita BehzadiSocial Determinants of Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran. anahitabehzadi1984@gmail.com.
Zohreh BagherinezhadHealth Science Research Center, Mazandaran University of Medical Sciences, Sari, Iran.
Maliheh GhobadiNational Center for Health Insurance Research, Farahzadi Blvd., Evank Blvd., District 2, Tehran, Iran. Ghobadima92@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundProspective payment systems (PPS) have become increasingly prevalent in healthcare globally, yet their impact on provider behavior remains complex and context-dependent. This systematic review examines the behavioral responses of healthcare providers to PPS using the World Health Organization’s four-function framework.

methodsA comprehensive systematic review was conducted in accordance with PRISMA 2020 guidelines. Electronic searches were performed in PubMed/MEDLINE, Web of Science, Scopus, and Embase for studies published between January 2000 and December 2024. Studies assessing the impact of PPS on healthcare provider behavior were included. Methodological quality was evaluated using the Joanna Briggs Institute checklists. Data were synthesized through narrative synthesis and thematic analysis aligned with the WHO framework (governance, service delivery, financing, and resource generation).

resultsFrom 8,615 identified records, 168 studies met the inclusion criteria. Among these, Diagnosis-Related Group (DRG)-based systems (32.1%) and pay-for-performance models (26.2%) were the most frequently examined payment mechanisms. The included studies covered 25 countries, with the United States (33.9%), China (28.0%), and European countries (24.4%) accounting for the largest shares. Most studies (64.9%) were published between 2016 and 2024. Hospitals (51.8%) and physicians (28.0%) were the primary provider groups investigated. Analysis within the WHO framework revealed distinct behavioral patterns across all four system functions. In the governance domain, PPS was associated with improvements in quality indicators and cost efficiency, alongside concerns regarding risk selection and potential reductions in care quality. Service delivery responses included greater emphasis on preventive care and shifts from inpatient to outpatient services, but also evidence of induced demand and selective patient provision. Financing-related outcomes demonstrated cost containment effects, accompanied by cost-shifting behaviors. In the resource generation function, PPS encouraged clinical process optimization and more efficient resource utilization.

conclusionsPPS implementation generates complex and multidimensional behavioral responses among healthcare providers. Although these systems generally support cost containment, they may also prompt strategic behaviors that risk undermining care quality and equity. The overall effectiveness of PPS depends on payment design, regulatory context, and provider characteristics. Incorporating behavioral insights into future payment system design is essential to enhance intended effects and mitigate unintended consequences.

Indexed as

Healthcare financingHealthcare provider behaviorPayment reformProspective payment systemsSystematic reviewWHO framework

Identifiers

PMID41951887
PMCPMC13177885

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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 Socratic graph.