Evidence map›Paper›PMID 40830573›Full record

ArticleScientific reports2025

Deploying projected utility to predict health behaviour in health economics: a quantitative study.

Damien S E Broekharst, Sjaak Bloem, Edward A G Groenland, Patrick P T Jeurissen, Michel van Agthoven

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

5 authors.

Damien S E BroekharstCenter for Marketing & Supply Chain Management, Nyenrode Business University, Breukelen, 3621 BG, the Netherlands.
Sjaak BloemCenter for Marketing & Supply Chain Management, Nyenrode Business University, Breukelen, 3621 BG, the Netherlands. s.bloem@nyenrode.nl.
Edward A G GroenlandCenter for Marketing & Supply Chain Management, Nyenrode Business University, Breukelen, 3621 BG, the Netherlands.
Patrick P T JeurissenIQ Healthcare, Radboud University Medical Centre, Nijmegen, 6525 GA, the Netherlands.
Michel van AgthovenJanssen-Cilag B.V., Johnson & Johnson, Breda, 4837 DS, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Expected utility is increasingly deployed as a predictor of health behaviour within the broader domain of health economics and health sciences in general. However, research shows that this concept only explains limited variance in health behaviour. This limited explained variance is often attributed to the questionable theoretical axioms underlying the concept. Due to these limitations it was hypothesised that the concept of utility should not be conceptualized in terms of preferences for future health states (expected utility), but as realistic approximations of future health states (projected utility). Therefore, this study examines whether deployment of projected utility separately or in combination with expected utility enhances predictions of health behaviour as compared to expected utility. Online questionnaires were disseminated among a nationally representative panel of Dutch citizens (N = 2,550). The questionnaire encompassed items capturing demographic characteristics alongside instruments measuring expected utility, projected utility and health behaviour. Data analysis entailed descriptive, reliability, validity and model statistics. The results suggest that projected utility has a larger significant direct effect on and explains more variance in health behaviour than expected utility. The results subsequently indicate that expected utility and projected utility combined have a larger significant direct effect on and explain more variance in health behaviour than each type of utility separately. Health economists, policy makers and other public health practitioners are well advised to at least consider the separate or even combined deployment of projected utility in health economics in order to enhance predictions of health behaviour.

Indexed as

Economics, MedicalHealth BehaviorAdolescentAdultAgedFemaleHumansMaleMiddle AgedNetherlandsSurveys and QuestionnairesYoung AdultExpected utilityHealth behaviourHealth beliefsHealth preferencesProjected utility

Identifiers

PMID40830573
PMCPMC12365216

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.