Evidence map›Paper›PMID 40256440›Full record

ArticleFrontiers in psychology2025

Behavior change wheel as a tool to promote physical activity in online intervention: a case study.

Nuno Couto, Vitor Morgado, Tomás Pereira, Anabela Vitorino, Teresa Bento, Susana Alves, Pedro Duarte-Mendes, Luís Cid

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 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

8 authors.

Nuno CoutoSport Sciences School of Rio Maior (ESDRM), Santarém Polytechnic University, Rio Maior, Portugal.
Vitor MorgadoSport Sciences School of Rio Maior (ESDRM), Santarém Polytechnic University, Rio Maior, Portugal.
Tomás PereiraSport Sciences School of Rio Maior (ESDRM), Santarém Polytechnic University, Rio Maior, Portugal.
Anabela VitorinoSport Sciences School of Rio Maior (ESDRM), Santarém Polytechnic University, Rio Maior, Portugal.
Teresa BentoSport Sciences School of Rio Maior (ESDRM), Santarém Polytechnic University, Rio Maior, Portugal.
Susana AlvesSport Sciences School of Rio Maior (ESDRM), Santarém Polytechnic University, Rio Maior, Portugal.
Pedro Duarte-MendesSport Physical Activity and Health Research and Innovation Center (SPRINT), Santarém, Portugal.
Luís CidSport Sciences School of Rio Maior (ESDRM), Santarém Polytechnic University, Rio Maior, Portugal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Physical activity (PA) has significant health benefits. However, one in four adults does not meet the globally recommended levels of PA. Considering that PA behavior is influenced by various factors operating at multiple levels, including personal, social, and environmental factors, a single-subject behavioral change intervention was developed to promote PA behavior through online sessions. Method: Based on a one-to-one intervention, the Behavior Change Wheel (BCW) methodology was used to design an intervention that was developed for 24 weeks, including eight weeks of online sessions and 16 weeks of follow-up. Results: We observed an increase of metabolic equivalent (MET-min/week; baseline = 2,970; eight weeks = 6,440; 24 weeks = 6,744) and daily steps (baseline = 8,372; eight weeks = 10,234; 24 weeks = 12,142), which provides some evidence for the efficacy of online methodologies, especially in the relation one-to-one. Conclusion: The intervention, designed through BCW, had a positive effect in promoting more PA in a subject of our case study and provided evidence that can be used in further interventions that aim to increase PA levels in the population; however, future studies must be conducted to expand the evidence in other domains.

Indexed as

behavior changebehavior change techniques (BCTs)behavior change wheel (BCW)interventionphysical activity

Identifiers

PMID40256440
PMCPMC12007304

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.