Evidence map›Paper›PMID 42792307›Full record

ReviewBehavioral sciences (Basel, Switzerland)2026

A Piece of the Neuroeconomic Puzzle: Effort-Based Decision-Making and Physical Activity-A Systematic Review.

Jovana Vitošević, Milica Filipović, Damljan Bogićević, Miloš Popović, Biljana Vitošević, Igor Ilić, Katarzyna Sterkowicz-Przybycień, Slobodanka Dobrijević, Tijana Purenović-Ivanović

Abstract readReview
In one paragraph

Review in Behavioral sciences (Basel, Switzerland), 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

9 authors.

Jovana VitoševićDepartment of Business Studies, Toplica Academy of Applied Studies (TASS), 18420 Blace, Serbia.ORCID 0009-0007-1404-9453
Milica FilipovićFaculty of Sport and Physical Education, University of Pristina in Kosovska Mitrovica, Dositeja Obradovica bb, 38218 Leposavic, Serbia.ORCID 0000-0001-8839-8110
Damljan BogićevićFaculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia.ORCID 0009-0005-1483-7033
Miloš PopovićFaculty of Sport and Physical Education, University of Pristina in Kosovska Mitrovica, Dositeja Obradovica bb, 38218 Leposavic, Serbia.
Biljana VitoševićFaculty of Sport and Physical Education, University of Pristina in Kosovska Mitrovica, Dositeja Obradovica bb, 38218 Leposavic, Serbia.ORCID 0000-0003-1234-1358
Igor IlićFaculty of Sport and Physical Education, University of Pristina in Kosovska Mitrovica, Dositeja Obradovica bb, 38218 Leposavic, Serbia.ORCID 0000-0003-0076-2331
Katarzyna Sterkowicz-PrzybycieńDepartment of Gymnastics and Dance, Institute of Sport Sciences, University of Physical Culture in Krakow, 31-571 Krakow, Poland.ORCID 0000-0001-8107-0374
Slobodanka DobrijevićFaculty of Sport and Physical Education, University of Belgrade, Blagoja Parovica 156, 11000 Belgrade, Serbia.
Tijana Purenović-IvanovićFaculty of Sport and Physical Education, University of Nis, Carnojevica 10a, 18000 Nis, Serbia.ORCID 0000-0003-3537-3168

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Regular physical activity protects body and mind, yet most adults remain insufficiently active-a shortfall increasingly understood not as a failure of knowledge but as a problem of decision, in which an immediate cost in physical effort is weighed against delayed, uncertain rewards. Neuroeconomics frames this valuation, yet the effort cost most intrinsic to exercise has drawn little attention beside delay. This systematic review synthesised evidence on the relationship between effort-based decision-making and real-world physical activity in both directions. Following PRISMA 2020 and a pre-registered protocol, Scopus, Web of Science, and PubMed/MEDLINE were searched up to June 2026; records were screened against two criteria-an effort-based decision construct and an exercise outcome-independently and in duplicate, and appraised with the MMAT. Of 485 database records, nine studies met eligibility; backward citation searching added three (twelve in total). Evidence emerged for associations in both hypothesised directions: steeper effort discounting accompanied lower activity, while exercise appeared to reshape effort valuation. The largely observational designs, however, preclude causal inference. Most used real, enacted exercise; one recent study added hypothetical choices. Effort-based decision-making emerges as a neglected yet malleable piece of the neuroeconomic puzzle of activity, with clinical and methodological implications.

Indexed as

effort-based decision-makingeffort discountingexercise behaviormotivationneuroeconomicsphysical activitysubjective value

Identifiers

PMID42792307
PMCPMC13603856

What Socratic holds

Textmetadata
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 Socratic graph.