A meta-analysis of the health action process approach.
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Abstract
OBJECTIVE: The health action process approach (HAPA) is a social-cognitive model specifying motivational and volitional determinants of health behavior. A meta-analysis of studies applying the HAPA in health behavior contexts was conducted to estimate the size and variability of correlations among model constructs, test model predictions, and test effects of past behavior and moderators (behavior type, sample type, measurement lag, study quality) on model relations. METHOD: A literature search identified 95 studies meeting inclusion criteria with 108 independent samples. Averaged corrected correlations among HAPA constructs and multivariate tests of model predictions were computed using conventional meta-analysis and meta-analytic structural equation modeling, with separate models estimated in each moderator group. RESULTS: Action and maintenance self-efficacy and outcome expectancies had small-to-medium sized effects on health behavior, with effects of outcome expectancies and action self-efficacy mediated by intentions, and action and coping planning. Effects of risk perceptions and recovery self-efficacy were small by comparison. Past behavior attenuated the intention-behavior relationship. Few variations in model effects were observed across moderator groups. Effects of action self-efficacy on intentions and behavior were larger in studies on physical activity compared with studies on dietary behaviors, whereas effects of volitional self-efficacy on behavior were larger in studies on dietary behaviors. CONCLUSIONS: Findings highlight the importance of self-efficacy in predicting health behavior in motivational and volitional action phases. The analysis is expected to catalyze future research including experimental studies targeting change in individual HAPA constructs, and longitudinal research to examine change and reciprocal effects among constructs in the model. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823 · see citing works
Quantifying heterogeneity in a meta‐analysis
Higgins, J. P. T., & Thompson, S. G. (2002) · Statistics in Medicine · doi:10.1002/sim.1186 · Cited by 36,763 · see citing works
Sniehotta, F. F., Scholz, U., & Schwarzer, R. (2005) · Psychology & Health · doi:10.1080/08870440512331317670 · Cited by 1,350 · see citing works
Self-citationMorrison, A., Polisena, J., Husereau, D., Moulton, K., Clark, M., Fiander, M., Mierzwinski-Urban, M., Clifford, T., Hutton, B., & Rabb, D. (2012) · International Journal of Technology Assessment in Health Care · doi:10.1017/s0266462312000086 · Cited by 1,257 · see citing works
Residual Effects of Past on Later Behavior: Habituation and Reasoned Action Perspectives
Ajzen, I. (2002) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr0602_02 · Cited by 1,249 · see citing works
Impact of Healthy Lifestyle Factors on Life Expectancies in the US Population
Li, Y., Pan, A., Wang, D. D., Liu, X., Dhana, K., Franco, O. H., Kaptoge, S., Di Angelantonio, E., Stampfer, M., Willett, W. C., et al. (2018) · Circulation · doi:10.1161/circulationaha.117.032047 · Cited by 927 · see citing works
Stanley, T. D., & Doucouliagos, H. (2014) · Research Synthesis Methods · doi:10.1002/jrsm.1095 · Cited by 916 · see citing works
Correcting for Bias in Psychology: A Comparison of Meta-Analytic Methods
Carter, E. C., Schönbrodt, F. D., Gervais, W. M., & Hilgard, J. (2019) · Advances in Methods and Practices in Psychological Science · doi:10.1177/2515245919847196 · Cited by 588 · see citing works
How to Overcome Health-Compromising Behaviors: The Health Action Process Approach
Schwarzer, R., & Luszczynska, A. (2008) · European Psychologist · doi:10.1027/1016-9040.13.2.141 · Cited by 424 · see citing works
Self-citationAraújo-Soares, V., McIntyre, T., MacLennan, G., & Sniehotta, F. F. (2009) · Psychology & Health · doi:10.1080/08870440802040707 · Cited by 71 · see citing works
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Research works printed but not linked: 11
- Orbell, S., & Sheeran, P. (1998). 'Inclined abstainers': A problem for predicting health related behaviour. British Journal of Social Psychology, 37 , 151-165. doi: 10.1111/j.20448309.1998.tb01162.x · DOI
- Payaprom, Y., Bennett, P., Alabaster, E., & Tantipong, H. (2011). Using the health action process approach and implementation intentions to increase flu vaccine uptake in high risk Thai individuals: A controlled before-after trial. Health Psychology, 30 , 492-500. doi: 10.1037/a0023580 · DOI
- Rothman, A. J., Gollwitzer, P. M., Grant, A. M., Neal, D. T., Sheeran, P., & Wood, W. (2015). Hale and hearty policies: How psychological science can create and maintain healthy habits. Perspectives on Psychological Science, 10 , 701-705. doi: 10.1177/1745691615598515 · DOI
- Schenker, N., & Gentleman, J. F. (2001). On judging the significance of differences by examining the overlap between confidence intervals. The American Statistician, 55 , 182-186. doi: 10.1198/000313001317097960 · DOI · Paper page
- Schwarzer, R. (2008). Modeling health behaviour change: How to predict and modify the adoption and maintenance of health behaviors. Applied Psychology: An International Review, 57 , 1-29. doi: 10.1111/j.1464-0597.2007.00325.x · DOI · Paper page
- Schwarzer, R., & Luszczynska, A. (2015). Health action process approach. In M. T. Conner & P. Norman (Eds.), Predicting and changing health behaviour: Research and practice with social cognition models (3rd ed., pp. 252-278). Maidenhead, UK: Open University Press.
- Schwarzer, R., Schüz, B., Ziegelmann, J. P., Lippke, S., Luszczynska, A., & Scholz, U. (2007). Adoption and maintenance of four health behaviors: Theory-guided longitudinal studies on dental flossing, seat belt use, dietary behavior, and physical activity. Annals of Behavioral Medicine, 33 , 156-166. doi: 10.1007/BF02879897 · DOI
- Teng, Y., & Mak, W. W. S. (2011). The role of planning and self-efficacy in condom use among men who have sex with men: An application of the health action process approach model. Health Psychology, 30 , 119-128. doi: 10.1037/a0022023 · DOI
- van Bree, R. J. H., van Stralen, M. M., Mudde, A. N., Bolman, C., de Vries, H., & Lechner, L. (2015). Habit as mediator of the relationship between prior and later physical activity: A longitudinal study in older adults. Psychology of Sport and Exercise, 19 , 95-102. doi: 10.1016/j.psychsport.2015.03.006 · DOI
- Yeager, M. C., Shoji, K., Luszczynska, A., & Benight, C. C. (2018). Engagement with a trauma recovery internet intervention explained with the health action process approach (HAPA): Longitudinal study. JMIR Mental Health, 5 , e29. doi: 10.2196/mental.9449 · DOI
- Zhou, G., Gan, Y., Miao, M., Hamilton, K., Knoll, N., & Schwarzer, R. (2015). The role of action control and action planning on fruit and vegetable consumption. Appetite, 91 , 64-68. doi: 10.1016/j.appet.2015.03.022 · DOI
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Luque, V., Crespo‐Escobar, P., Hård af Segerstad, E. M., Koltai, T., Norsa, L., Roman, E., Vreugdenhil, A., Fueyo‐Díaz, R., & Ribes‐Koninckx, C. (2024) · Journal of Pediatric Gastroenterology and Nutrition · doi:10.1002/jpn3.12079 · Cited by 32 · see citing works
- Authors
- Zhang, C.-Q., Zhang, R., Schwarzer, R., & Hagger, M. S.
- Affiliations
- Hong Kong Baptist University (HK)
- Uniwersytet SWPS (PL)
- Curtin University (AU)
- Corresponding author
- Hagger, Martin S.
- Venue
- Health Psychology
- Published
- 2019-07
- Volume
- 38
- Issue
- 7
- Pages
- 623-637
- ISSN
- 0278-6133 (ISSN-L)
- 1930-7810
- OpenAlex
- W2937214523
- Cited by
- 485
- References
- 11
- Citations by year
- 2026: 51 · 2025: 66 · 2024: 71 · 2023: 65 · 2022: 62 · 2021: 68 · 2020: 87 · 2019: 12 · 2018: 1 · 2013: 1
- FWCI
- 8.10
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- cc-by
- Locations
- Health Psychology (publishedVersion)
- PubMed (publishedVersion)
- Griffith Research Online (submittedVersion)
- Jyväskylä University Digital Archive (University of Jyväskylä) (submittedVersion)
- PsyArXiv (OSF Preprints) (submittedVersion)
- PsyArXiv (OSF Preprints) (submittedVersion, cc-by)
- Funders
- Hong Kong Baptist University (FRG1/15-16/041)
- Business Finland (1801/31/2015)
- Topics
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Health Sciences › Health Professions › General Health Professions › Health and Wellbeing Research
- Social Sciences › Arts and Humanities › Literature and Literary Theory › Media Influence and Health
- Keywords
- Health Action Process Approach, health behavior, self-efficacy, outcome expectations, intention, coping planning, risk perception, recovery self-efficacy, physical activity, dietary behavior, social cognitive model
- MeSH terms
- Diet, Healthy, Adaptation, Psychological, Adult, Female, Forecasting, Humans, Male, Motivation, Volition, Health Behavior, Exercise, Self Efficacy, Intention, Qualitative Research
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