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A Review and Meta-Analysis of Affective Judgments and Physical Activity in Adult Populations
Abstract
BACKGROUND: Popular theories of health behavior have often been criticized for neglecting an affective component to behavioral engagement. PURPOSE: This study reviewed affective judgment (AJ) constructs employed in physical activity research to assess the relationship with behavior. Studies were eligible if they included: (a) a measure of physical activity; (b) a distinct measure of AJ (e.g., affective attitude, enjoyment, intrinsic motivation); and (c) involved participants with a mean age of 18 years or older. METHODS: Literature searches were concluded in September, 2009 among five key search engines. This search yielded a total of 10,631 potentially relevant records; of these, 102 passed the eligibility criteria. Random effects meta-analysis procedures with correction for sampling and measurement bias were employed in the analysis. RESULTS: Articles were published between 1989 and 2009, with sample sizes ranging from 15 to 6,739. Of the studies included, 82 were correlational and 20 were experimental, yielding 114 independent samples. The majority of the correlational samples reported a significant positive correlation between AJ and physical activity (83 out of 85), with a summary r of 0.42 (95% CI 0.37 to 0.46) that was invariant across the measures employed, study quality, population sampled and cultural variables. Experimental studies demonstrated that persuasive, information-based, and self-regulatory interventions failed to change AJ; by contrast, environmental and experiential interventions showed promise in their capability to influence AJ. CONCLUSIONS: The results point to a medium-effect size relationship between AJ and physical activity. Interventions that change AJ are scarce despite their potential for changing physical activity. Future experimental work designed to evaluate the causal impact ofAJ on physical activity is required.
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“Meta-analyses have pointed to similar-sized correlations with behaviour for intention (0.47 [10]), control (0.37 [10]), and affect (0.42 [60]), and so habit may be as important a proximal determinant of action as these constructs.”
From A Systematic Review and Meta-analysis of Applications of the Self-Report Habit Index to Nutrition and Physical Activity Behaviours (2011) · cites this paper as [60]
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Conner, M. T., Williams, D. M., & Rhodes, R. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108677318.034 · Cited by 6
Self-citationTyne, W. P., & Warren-Westgate, L. S. (2025) · International Journal of Sport and Exercise Psychology · doi:10.1080/1612197x.2025.2578863 · Cited by 6
Lu, Z., Xiang, J. Y., Li, S., Zhang, C., & Wu, C. (2025) · BMC Psychology · doi:10.1186/s40359-025-03217-7 · Cited by 6
Work physical activity culture and need support impacts on physical activity outcomes
Thomas, E. M., Martin, J. J., McCaughtry, N., Kulik, N. L., & FAHLMAN, M. M. (2021) · Health Education Journal · doi:10.1177/00178969211038996 · Cited by 5
Metadata
- Authors
- Rhodes, R. E., Fiala, B., & Conner, M.
- Affiliations
- University of Victoria (CA)
- University of Leeds (GB)
- Corresponding author
- Rhodes, Ryan E.
- Fiala, Bonnie
- Conner, Mark
- Venue
- Annals of Behavioral Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2009-12
- Volume
- 38
- Issue
- 3
- Pages
- 180-204
- ISSN
- 0742-5554 (ISSN-L)
- 0883-6612
- 1532-4796
- OpenAlex
- W1974130180
- Cited by
- 429
- References
- 165
- Citations by year
- 2026: 11 · 2025: 25 · 2024: 32 · 2023: 21 · 2022: 28 · 2021: 34 · 2020: 72 · 2019: 26 · 2018: 27 · 2017: 28 · 2016: 32 · 2015: 19 · 2014: 18 · 2013: 23 · 2012: 15
- FWCI
- 1.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Annals of Behavioral Medicine (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
- Social Sciences › Psychology › Social Psychology › Motivation and Self-Concept in Sports
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Keywords
- affective judgment, physical activity, affective attitudes, enjoyment, intrinsic motivation, health behavior, persuasive interventions, environmental interventions, experiential interventions, adults
- MeSH terms
- Adult, Affect, Humans, Judgment, Motivation, Motor Activity
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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