Evidence map›Paper›PMID 42393657›Full record

ArticleBMC health services research2026

Analyzing hospital behavior across different payment mechanism as a response to financial incentives - a scoping review.

Barbara Więckowska, Katarzyna Byszek, Katarzyna Luchowska, Agnieszka Głąb, Anna Marszałek, Melanie Raczek-Żeromska, Monika Raulinajtys-Grzybek

Abstract readScoping Review
In one paragraph

Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Barbara WięckowskaHealthcare Innovation Unit, Institute of Social Economy, Collegium of Socio- Economics, SGH Warsaw School of Economics, al. Niepodległości 162, Warsaw, 02-554, Poland.ORCID http://orcid.org/0000-0002-0931-8889
Katarzyna ByszekHealthcare Innovation Unit, Institute of Social Economy, Collegium of Socio- Economics, SGH Warsaw School of Economics, al. Niepodległości 162, Warsaw, 02-554, Poland.ORCID http://orcid.org/0000-0003-0656-3536
Katarzyna LuchowskaHealthcare Innovation Unit, Institute of Social Economy, Collegium of Socio- Economics, SGH Warsaw School of Economics, al. Niepodległości 162, Warsaw, 02-554, Poland.ORCID http://orcid.org/0009-0006-3461-6868
Agnieszka GłąbHealthcare Innovation Unit, Institute of Social Economy, Collegium of Socio- Economics, SGH Warsaw School of Economics, al. Niepodległości 162, Warsaw, 02-554, Poland.
Anna MarszałekHealthcare Innovation Unit, Institute of Social Economy, Collegium of Socio- Economics, SGH Warsaw School of Economics, al. Niepodległości 162, Warsaw, 02-554, Poland. akrawcz2@sgh.waw.pl.ORCID http://orcid.org/0009-0001-2062-3569
Melanie Raczek-ŻeromskaHealthcare Innovation Unit, Institute of Social Economy, Collegium of Socio- Economics, SGH Warsaw School of Economics, al. Niepodległości 162, Warsaw, 02-554, Poland.ORCID http://orcid.org/0000-0002-8583-3823
Monika Raulinajtys-GrzybekManagement Accounting Department, Collegium of Business Administration, SGH Warsaw School of Economics, Warsaw, Poland.ORCID http://orcid.org/0000-0002-2451-8061

Funding

FLASH Project Nº 101095424
6 · The paper itself

Abstract

backgroundThis scoping review maps published evidence on financial incentives linked to hospital payment mechanisms and on the hospital-behavior endpoint categories examined in the literature. It provides an evidence map for subsequent systematic review work within the FLASH project, rather than estimating the direction or magnitude of effects.

methodsThe review was reported in accordance with PRISMA guidelines. Authors searched PubMed and Cochrane for English-language records published between January 2013 to February 2023. Data was independently screened and extracted by two authors. In total, 140 full-text records were included and classified country, publication year, payment mechanism, financial-incentive category, and endpoint category.

resultsSince 2015, the number of publications on financial incentives in healthcare has generally increased. Most included publications covered changes in the United States, Taiwan, China, and the United Kingdom. The identified incentives were mapped within payment-mechanism categories, including Activity-Based Payment, Incremental, Consolidated, and Budget mechanisms, following WHO/OECD and Urban Institute classifications. Activity-Based Payment was the most frequently studied category; the endpoint categories most often examined in this group were efficiency of spending funds (42 publications), access (27 publications), and hospitals' finances (22 publications). Studies of incremental mechanisms, mainly Pay-for-Performance (P4P), most often examined quality (41 publications) and efficiency of spending funds (24 publications), while consolidated mechanisms were represented less frequently across endpoint categories. These counts describe the distribution of the literature and do not indicate effect direction, magnitude, or statistical significance.

conclusionsThe review identifies where evidence on hospital payment mechanisms, financial incentives, and hospital-behavior endpoint categories is concentrated and where gaps remain. The most researched endpoint categories are linked to efficiency of spending funds, quality, access, and hospital finances. Payer spending and budget-based mechanisms are comparatively less represented. We identify priorities for subsequent systematic review and for a database that extracts the direction, magnitude, and context of reported effects.

Indexed as

Reimbursement, IncentiveReimbursement MechanismsHumansFinancial incentivesHospital behaviorHospital careLiterature review

Identifiers

PMID42393657
PMCPMC13599200

What OpenQuestion holds

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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.