Evidence map›Paper›PMID 37968009›Full record

ArticleBMJ open2023

How to extend value-based healthcare to population-based healthcare systems? Defining an outcome-based segmentation model for health authority.

Paulus Torkki, Riikka-Leena Leskelä, Pirjo Mustonen, Miika Linna, Paul Lillrank

Abstract read
In one paragraph

Article in BMJ open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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

5 authors.

Paulus Torkki *Department of Public Health, University of Helsinki, Helsinki, Finland paulus.torkki@helsinki.fi riikka-leena.leskela@nhg.fi.ORCID 0000-0002-1127-4205
Riikka-Leena Leskelä *Department of Public Health, University of Helsinki, Helsinki, Finland paulus.torkki@helsinki.fi riikka-leena.leskela@nhg.fi.
Pirjo MustonenTurku University Hospital, Turku, Finland.
Miika LinnaDepartment of Industrial Engineering and Management, Aalto University, Aalto, Finland.
Paul LillrankDepartment of Industrial Engineering and Management, Aalto University, Aalto, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesValue-based healthcare (VBHC) is considered the most promising guiding principle for a new generation of health service production. Many countries have attempted to apply VBHC to managerial and clinical decision-making. However, implementation remains in its infancy and varies between countries. The objective of the study is to help health systems implement a value-based approach by building an outcome-based population segmentation model for health authorities (HAs).

designFirst, we define the principles according to which segmentation models in healthcare could be developed. Second, we merge the theoretical characteristics of outcomes with population segmentation dimensions identified in previous literature and design a flow model that establishes population segments from these combinations. We then estimate the size of the segments based on national register data.

resultsThe population can be divided into 10 different segments based on relevant outcomes, goals and the outcome measurement logic. These segments consist of healthy, help, increased risk, mild curable without risk, mild curable with risk, severe curable without risk, severe curable with risk, single chronic, multimorbid and terminal. The representatives of Finnish HAs found the segments meaningful for evaluating and managing the healthcare system towards improved population health.

conclusionsAn outcome-based segmentation model for the entire population is needed if an HA wants to steer the healthcare system employing the principles of VBHC. Segmentation should be based on the outcome measurement logic and outcome measurements relevant to each segment and the number of segments has to be limited.

Indexed as

Delivery of Health CareValue-Based Health CareHealth ServicesHealth StatusHumanshealth economicshealth policypublic health

Identifiers

PMID37968009
PMCPMC10660826

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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.