Evidence map›Paper›PMID 31151400›Full record

ArticleHuman resources for health2019

Gendered effects of pay for performance among family physicians for chronic disease care: an economic evaluation in a context of universal health coverage.

Neeru Gupta, René Lavallée, James Ayles

Open access · goldAbstract read
In one paragraph

Article in Human resources for health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 2 pooled it
3.3field-weighted citation impact, top 7% 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, 2 syntheses or guidelines pooled it, 7 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. 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

3 authors at 2 institutions in 1 country.

Neeru GuptaUniversity of New Brunswick, 3 Bailey Drive, Fredericton, New Brunswick, Canada. neeru.gupta@unb.ca.ORCID 0000-0002-3806-4435
René LavalléeNew Brunswick Department of Health, 520 King Street, Fredericton, New Brunswick, Canada.
James AylesNew Brunswick Department of Health, 520 King Street, Fredericton, New Brunswick, Canada.
Government of New Brunswick · CAUniversity of New Brunswick · CA

Funding

Diabetes Canada Research ChairFondation de la recherche en santé du Nouveau-Brunswick Research Chair
6 · The paper itself

Abstract

backgroundDespite increasing popularity among health organizations of pay for performance (P4P) for the provision of comprehensive care for chronic non-communicable diseases, evidence of its effectiveness in improving health system outcomes is weak. An important void in the evidence base is whether there are gendered differences in P4P uptake and in related outcomes amenable to healthcare improvement. This study assesses the gender-specific effects of P4P among family physicians on diabetes healthcare costs in a context of universal health coverage.

methodsWe use population-based linked longitudinal administrative datasets on chronic disease cases, physician billings, hospital discharge abstracts, and physician and resident registries in the province of New Brunswick, Canada. We estimate the effects of introduction of a P4P scheme on excess public healthcare costs among cohorts of adult diabetes patients using propensity score-adjusted difference-in-differences regressions stratified by physician's gender.

resultsWe observed greater male physician uptake of incentive payments, seemingly exacerbating gender gaps in professional remuneration. Regression results indicated P4P did not lead to improved outcomes in terms of preventing hospitalization costs among patients, only measurable increases in compensation for both the male and female physician workforce.

conclusionsWhile P4P was not attributed in this study to reduced hospital burden and enhanced sustainability of healthcare financing, incentive payments were found to be related to earning gaps by physician's gender. Decision-makers should consider that benefits of P4P be monitored not only for patient metrics but also for provider metrics in terms of gender equality especially given feminization of primary care medical workforces.

Indexed as

AdultChronic DiseaseFemaleHumansMaleMiddle AgedNew BrunswickPhysicians, FamilyReimbursement, IncentiveSex FactorsUniversal Health InsuranceDiabetes mellitusFamily physiciansGender gapHealth economicsMedical workforcePay for performance

Identifiers

PMID31151400
PMCPMC6544935
OpenAlexW2947150454

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.