Evidence map›Paper›PMID 33627112›Full record

ArticleBMC health services research2021

Is the evidence on the effectiveness of pay for performance schemes in healthcare changing? Evidence from a meta-regression analysis.

Arezou Zaresani, Anthony Scott

Registry-linked trialAbstract 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. It is linked to trial NCT06829589 (Assessment of the Retrieval of Economic Incentives and Information Provision on Quality-of-care Indicators for Primary Care Professionals), which is not on this map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
–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.

NCT06829589 naactive not recruitingnot on this mapstarted 2025, after this paper: background citation

Assessment of the Retrieval of Economic Incentives and Information Provision on Quality-of-care Indicators for Primary Care Professionals

TypeinterventionalSponsorFundacio d'Investigacio en Atencio Primaria Jordi Gol i GurinaRan2025 to 2026Enrolled1,614ConditionsHypertension, Diabetes, Atrium, FibrillationArmsRemoval of economic incentives linked to 7 quality-of-care indicators, Removal of information provision linked to 7 quality-of-care indicators
3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Financial incentives and information provision for post-pandemic primary care quality recovery: a longitudinal study in Catalonia.The British journal of general practice : the journal of the Royal College of General Practitioners · 2026
    Article
  3. Value-Based Pricing of Health Services With Health Equity Considerations.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Pay-for-Performance incentives for specialised services in England: a mixed methods evaluation.The European journal of health economics : HEPAC : health economics in prevention and care · 2024
    Article
  13. Assessing the uptake of incentivised physical health checks for people with serious mental illness: a cohort study in primary care.The British journal of general practice : the journal of the Royal College of General Practitioners · 2024
    Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Assessing Taiwan's pay-for-performance program for diabetes care: a cost-benefit net value approach.The European journal of health economics : HEPAC : health economics in prevention and care · 2023
    Article
  19. Article
  20. Article
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

2 authors.

Arezou ZaresaniUniversity of Manitoba, Institute for Labor Studies (IZA) and Tax and Transfer Policy Institute (TTPI), 15 Chancellors Circle, Fletcher Argue Building, Winnipeg, Manitoba, Canada. arezou.zaresani@umanitoba.ca.ORCID http://orcid.org/0000-0002-6271-9374
Anthony ScottThe University of Melbourne, Melbourne, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study investigated if the evidence on the success of the Pay for Performance (P4P) schemes in healthcare is changing as the schemes continue to evolve by updating a previous systematic review.

methodsA meta-regression analysis using 116 studies evaluating P4P schemes published between January 2010 to February 2018. The effects of the research design, incentive schemes, use of incentives, and the size of the payment to revenue ratio on the proportion of statically significant effects in each study were examined.

resultsThere was evidence of an increase in the range of countries adopting P4P schemes and weak evidence that the proportion of studies with statistically significant effects have increased. Factors hypothesized to influence the success of schemes have not changed. Studies evaluating P4P schemes which made payments for improvement over time, were associated with a lower proportion of statistically significant effects. There was weak evidence of a positive association between the incentives' size and the proportion of statistically significant effects.

conclusionThe evidence on the effectiveness of P4P schemes is evolving slowly, with little evidence that lessons are being learned concerning the design and evaluation of P4P schemes.

Indexed as

Delivery of Health CareReimbursement, IncentiveHealth FacilitiesHumansRegression AnalysisAccountable care organizationFinancial incentivesMeta-regression analysisPay for performance (P4P)Value-based healthcare

Identifiers

PMID33627112
PMCPMC7905606

What OpenQuestion holds

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Registered trials

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.