Evidence map›Paper›PMID 42834692›Full record

ArticleBritish journal of health psychology2026

Motives matter: A smartphone EMA study on the association between motives to exercise, exercise engagement and mood.

Leonardo Pimpini, Ella Ferrand, Codrin Mironiuc, Jan Schepers, Anne Roefs

Abstract read
In one paragraph

Article in British journal of health psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Leonardo PimpiniDepartment of Clinical Psychological Science, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.ORCID https://orcid.org/0000-0001-7579-0703
Ella FerrandDepartment of Clinical Psychological Science, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Codrin MironiucDepartment of Clinical Psychological Science, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Jan SchepersDepartment of Methodology and Statistics, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Anne RoefsDepartment of Clinical Psychological Science, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.

Funding

Netherlands Organization for Scientific Research (NWO) 452-16-007
6 · The paper itself

Abstract

objectiveRegular exercise is vital for preventing cardiovascular disease, maintaining a healthy body weight and supporting mental well-being, yet most people exercise insufficiently often due to motivational barriers.

designThis study examined two types of exercise motive-functional (divided into health/fitness and enjoyment) and appearance-and their interplay with mood and exercise engagement in daily life. Two hypotheses were tested: (H1) functional motives, compared to appearance motive, predict greater exercise engagement, and (H2) higher (more positive) mood, in interaction with exercise motives, predicts greater exercise engagement.

methodNinety-eight healthy BMI women completed a 2-week smartphone Ecological Momentary Assessment (EMA) protocol reporting exercise motive (baseline), exercise engagement (frequency, intensity, duration) and mood several times/day.

resultsPartially supporting H1, enjoyment motive predicted greater exercise frequency and duration, whereas-contrary to H1- health/fitness motive predicted shorter duration and appearance was unrelated to engagement. H2 was not supported: mood did not predict engagement and functional motives did not strengthen the mood-engagement link. Contrary to H2, the appearance motive strengthened the (same-moment) within-person association between mood and exercise intensity, such that women higher in appearance motive showed a stronger positive mood-intensity link. Multilevel temporal networks revealed that higher (more positive) mood at one assessment weakly predicted greater exercise intensity and duration at the next assessment.

conclusionsTogether, enjoyment emerges as central to exercise engagement, while positive mood temporally precedes exercise, informing future lifestyle interventions. Further research on the temporal dynamics linking mood and exercise is warranted.

Indexed as

AffectExerciseMotivationSmartphoneAdolescentAdultEcological Momentary AssessmentFemaleHumansYoung Adultappearanceecological momentary assessmentexercisefunctionalitymotivesnetworks

Identifiers

PMID42834692
PMCPMC13639374

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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.