Understanding the intention-to-behaviour relationship for adolescents: an application of the multi-process action control model

References

• Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
   Web of Science ®Google Scholar
• Allison, P. D. (2002). Missing data (sage university papers series on quantitative applications in the social sciences, 07-136). Sage.
   Google Scholar
• Anderson, C. B., Mâsse, L. C., Zhang, H., Coleman, K. J., & Chang, S. (2009). Contribution of athletic identity to child and adolescent physical activity. American Journal of Preventive Medicine, 37(3), 220–226. https://doi.org/10.1016/j.amepre.2009.05.017
   PubMed Web of Science ®Google Scholar
• Araújo-Soares, V., McIntyre, T., & Sniehotta, F. F. (2009). Predicting changes in physical activity among adolescents: The role of self-efficacy, intention, action planning and coping planning. Health Education Research, 24(1), 128–139. https://doi.org/10.1093/her/cyn005
   PubMed Web of Science ®Google Scholar
• Bélanger, M., Gray-Donald, K., O'Loughlin, J., Paradis, G., Hutcheon, J., Maximova, K., & Hanley, J. (2009). Participation in organised sports does not slow declines in physical activity during adolescence. International Journal of Behavioral Nutrition and Physical Activity, 6(1), 22–26. https://doi.org/10.1186/1479-5868-6-22
   PubMedGoogle Scholar
• Booth, M. (2000). Assessment of physical activity: An international perspective. Research Quarterly for Exercise and Sport, 71(sup2), 114–120. https://doi.org/10.1080/02701367.2000.11082794
   PubMedGoogle Scholar
• Brewer, B. W., Van Raalte, J. L., & Linder, D. E. (1993). Athletic identity: Hercules’ muscles or achilles heel? International Journal of Sport psychology, 24(2), 237–254.
   Web of Science ®Google Scholar
• Buuren, S. V., & Groothuis-Oudshoorn, K. (2010). Mice: Multivariate imputation by chained equations in R. Journal of Statistical Software, 45(3), 1–67. https://www.jstatsoft.org/v45/i03/.
   Web of Science ®Google Scholar
• Carraro, N., & Gaudreau, P. (2013). Spontaneous and experimentally induced action planning and coping planning for physical activity: A meta-analysis. Psychology of Sport and Exercise, 14(2), 228–248. https://doi.org/10.1016/j.psychsport.2012.10.004
   Web of Science ®Google Scholar
• Carson, V., & Spence, J. C. (2010). Seasonal variation in physical activity among children and adolescents: A review. Pediatric Exercise Science, 22(1), 81–92. https://doi.org/10.1123/pes.22.1.81
   PubMed Web of Science ®Google Scholar
• Clark, W. (2014, April 23). Kid’s Sports. Statistics Canada. https://www150.statcan.gc.ca/n1/pub/11-008-x/2008001/article/10573-eng.htm.
   Google Scholar
• Colley, R. C., Butler, G., Garriguet, D., Prince, S. A., & Roberts, K. C. (2019). Comparison of self-reported and accelerometer-measured physical activity among Canadian youth. Health Reports, 30(7), 3–12. https://doi.org/10.25318/82-003-x201900700001-eng
   Web of Science ®Google Scholar
• Courneya, K. S. (1994). Predicting repeated behavior from intention: The issue of scale correspondence. Journal of Applied Social Psychology, 24(7), 580–594. https://doi.org/10.1111/j.1559-1816.1994.tb00601.x
   Web of Science ®Google Scholar
• Craig, C. L., Marshall, A. L., Sjöström, M., Bauman, A. E., Booth, M. L., Ainsworth, B. E., Pratt, M., Ekelund, U., Yngve, A., Sallis, J. F., & Oja, P. (2003). International physical activity questionnaire: 12-country reliability and validity. Medicine & Science in Sports & Exercise, 35(8), 1381–1395. https://doi.org/10.1249/01.MSS.0000078924.61453.FB
   PubMed Web of Science ®Google Scholar
• Downs, A., & Ashton, J. (2011). Vigorous physical activity, sports participation, and athletic identity: Implications for mental and physical health in college students. Journal of Sport Behavior, 34(3), 228–249.
   Google Scholar
• Dumith, S. C., Gigante, D. P., Domingues, M. R., & Kohl IIIH. W. (2011). Physical activity change during adolescence: A systematic review and a pooled analysis. International Journal of Epidemiology, 40(3), 685–698. https://doi.org/10.1093/ije/dyq272
   PubMed Web of Science ®Google Scholar
• Gardner, B., Abraham, C., Lally, P., & de Bruijn, G. J. (2012). Towards parsimony in habit measurement: Testing the convergent and predictive validity of an automaticity subscale of the self-report habit index. International Journal of Behavioral Nutrition and Physical Activity, 9(1), 102–112. https://doi.org/10.1186/1479-5868-9-102
   PubMed Web of Science ®Google Scholar
• Gardner, B., de Bruijn, G. J., & Lally, P. (2011). A systematic review and meta-analysis of applications of the self-report habit index to nutrition and physical activity behaviours. Annals of Behavioral Medicine, 42(2), 174–187. https://doi.org/10.1007/s12160-011-9282-0
   PubMed Web of Science ®Google Scholar
• Gardner, B., & Rebar, A. L. (2019). Habit formation and behavior change. Oxford research encyclopedia of psychology. Oxford University Press.
   Google Scholar
• Godin, G., & Conner, M. (2008). Intention-behavior relationship based on epidemiologic indices: An application to physical activity. American Journal of Health Promotion, 22(3), 180–182. https://doi.org/10.4278/ajhp.22.3.180
   PubMed Web of Science ®Google Scholar
• Gordon-Larsen, P., Nelson, M. C., & Popkin, B. M. (2004). Longitudinal physical activity and sedentary behavior trends: Adolescence to adulthood. American Journal of Preventive Medicine, 27(4), 277–283. https://doi.org/10.1016/j.amepre.2004.07.006
   PubMed Web of Science ®Google Scholar
• Grant, S. J., Lithopoulos, A., & Rhodes, R. E. (2021). Understanding action control of physical activity among mothers with young children. International Journal of Sport and Exercise Psychology, 1-17. https://doi.org/10.1080/1612197X.2020.1869805
   Google Scholar
• Guddal, M. H., Stensland, SØ, Småstuen, M. C., Johnsen, M. B., Zwart, J. A., & Storheim, K. (2019). Physical activity and sport participation among adolescents: Associations with mental health in different age groups. Results from the young-HUNT study: A cross-sectional survey. BMJ Open, 9(9), e028555. https://doi.org/10.1136/bmjopen-2018-028555
   PubMed Web of Science ®Google Scholar
• Harrison, E., Drake, T., & Ots, R. (2020). finalfit: Quickly Create Elegant Regression Results Tables and Plots when Modelling. R package version 1.0.2. https://finalfit.org/
   Google Scholar
• Helmerhorst, H. H. J., Brage, S., Warren, J., Besson, H., & Ekelund, U. (2012). A systematic review of reliability and objective criterion-related validity of physical activity questionnaires. International Journal of Behavioral Nutrition and Physical Activity, 9(1), 1–55. https://doi.org/10.1186/1479-5868-9-1
   PubMedGoogle Scholar
• Kassambara, A. (2020). ggpubr: ‘ggplot2’ Based Publication Ready Plots. R package version 0.4.0. https://CRAN.R-project.org/package=ggpubr.
   Google Scholar
• Kassambara, A. (2021). rstatix: Pipe-Friendly Framework for Basic Statistical Tests. R package version 0.7.0. https://CRAN.R-project.org/package=rstatix.
   Google Scholar
• Kaushal, N., Rhodes, R. E., Spence, J. C., & Meldrum, J. T. (2017). Increasing physical activity through principles of habit formation in new gym members: A randomized controlled trial. Annals of Behavioral Medicine, 51(4), 578–586. https://doi.org/10.1007/s12160-017-9881-5
   PubMed Web of Science ®Google Scholar
• Kowarik, A., & Templ, M. (2016). Imputation with the R Package VIM. Journal of Statistical Software, 74(7), 1–16. https://doi.org/10.18637/jss.v074.i07
   Web of Science ®Google Scholar
• Kwan, M. Y., Cairney, J., Faulkner, G. E., & Pullenayegum, E. E. (2012). Physical activity and other health-risk behaviors during the transition into early adulthood: A longitudinal cohort study. American Journal of Preventive Medicine, 42(1), 14–20. https://doi.org/10.1016/j.amepre.2011.08.026
   PubMed Web of Science ®Google Scholar
• Kwan, M. Y. W., Dutta, P., Bray, S. R., Brown, D. M. Y., Cairney, J., Dunton, G. F., Graham, J. D., Rebar, A. L., & Rhodes, R. E. (2020). Correlates, facilitators and barriers of physical activity among primary care patients with prediabetes in Singapore – a mixed methods approach. BMC Public Health, 20(1), 1–8. https://doi.org/10.1016/j.amepre.2011.08.026
   PubMed Web of Science ®Google Scholar
• McEwan, D., Harden, S. M., Zumbo, B. D., Sylvester, B. D., Kaulius, M., Ruissen, G. R., Dowd, J. A., & Beauchamp, M. R. (2016). The effectiveness of multi-component goal setting interventions for changing physical activity behaviour: A systematic review and meta-analysis. Health Psychology Review, 10(1), 67–88. https://doi.org/10.1080/17437199.2015.1104258
   PubMed Web of Science ®Google Scholar
• Newman, D. A. (2003). Longitudinal modeling with randomly and systematically missing data: A simulation of ad hoc, maximum likelihood, and multiple imputation techniques. Organizational Research Methods, 6(3), 328–362. https://doi.org/10.1177/1094428103254673
   Web of Science ®Google Scholar
• Normand, M. P. (2008). Increasing physical activity through self-monitoring, goal setting, and feedback. Behavioral Interventions, 23(4), 227–236. https://doi.org/10.1002/bin.267
   Web of Science ®Google Scholar
• Plotnikoff, R. C., Costigan, S. A., Karunamuni, N., & Lubans, D. R. (2013). Social cognitive theories used to explain physical activity behavior in adolescents: A systematic review and meta-analysis. Preventive Medicine, 56(5), 245–253. https://doi.org/10.1016/j.ypmed.2013.01.013
   PubMed Web of Science ®Google Scholar
• Plotnikoff, R. C., Lubans, D. R., Costigan, S. A., Trinh, L., Spence, J. C., Downs, S., & McCargar, L. (2011). A test of the theory of planned behavior to explain physical activity in a large population sample of adolescents from Alberta, Canada. Journal of Adolescent Health, 49(5), 547–549. https://doi.org/10.1016/j.jadohealth.2011.03.006
   PubMed Web of Science ®Google Scholar
• Raudsepp, L., Viira, R., & Hannus, A. (2010). Prediction of physical activity intention and behavior in a longitudinal sample of adolescent girls. Perceptual and Motor Skills, 110(1), 3–18. https://doi.org/10.2466/pms.110.1.3-18
   PubMed Web of Science ®Google Scholar
• Reifsteck, E. J., Gill, D. L., & Brooks, D. L. (2013). The relationship between athletic identity and physical activity among former college athletes. Athletic Insight, 5(3), 271–284.
   Google Scholar
• Rhodes, R. E. (2017). The evolving understanding of physical activity behavior: A multi-process action control approach. In Advances in motivation science (Vol. 4, pp. 171–205). Elsevier.
   Google Scholar
• Rhodes, R. E. (2021). Multi-process action control in physical activity: A primer. Frontiers in Psychology, 12, 797484. https://doi.org/10.3389/fpsyg.2021.797484
   PubMedGoogle Scholar
• Rhodes, R. E., Berry, T., Faulkner, G., Latimer-Cheung, A. E., O'Reilly, N., Tremblay, M. S., Vanderloo, L., & Spence, J. C. (2019). Application of the multi-process action control framework to understand parental support of child and youth physical activity, sleep, and screen time behaviours. Applied Psychology: Health and Well-Being, 11(2), 223–239. https://doi.org/10.1111/aphw.12150
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., Blanchard, C. M., & Matheson, D. H. (2006). A multicomponent model of the theory of planned behaviour. British Journal of Health Psychology, 11(1), 119–137. https://doi.org/10.1348/135910705X52633
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., & Courneya, K. S. (2003). Investigating multiple components of attitude, subjective norm, and perceived control: An examination of the theory of planned behaviour in the exercise domain. British Journal of Social Psychology, 42(1), 129–146. https://doi.org/10.1348/014466603763276162
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., & de Bruijn, G. J. (2013a). How big is the physical activity intention-behaviour gap? A meta-analysis using the action control framework. British Journal of Health Psychology, 18(2), 296–309. https://doi.org/10.1111/bjhp.12032
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., & de Bruijn, G. J. (2013b). What predicts intention-behavior discordance? A review of the action control framework. Exercise and Sport Sciences Reviews, 41(4), 201–207. https://doi.org/10.1097/JES.0b013e3182a4e6ed
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., & Dickau, L. (2012). Experimental evidence for the intention–behavior relationship in thephysical activity domain: A meta-analysis.. Health Psychology, 31(6), 724–727. https://doi.org/10.1037/a0027290
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., Kaushal, N., & Quinlan, A. (2016). Is physical activity a part of who I am? A review and meta-analysis of identity, schema and physical activity. Health Psychology Review, 10(2), 204–225. https://doi.org/10.1080/17437199.2016.1143334
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., & Lim, C. (2016). Understanding action control of daily walking behavior among dog owners: A community survey. BMC Public Health, 16(1), 1–9. https://doi.org/10.1186/s12889-016-3814-2
   PubMedGoogle Scholar
• Rhodes, R. E., Quinlan, A., Naylor, P. J., Warburton, D., & Blanchard, C. M. (2020). Predicting personal physical activity of parents during participation in a family intervention targeting their children. Journal of Behavioral Medicine, 43(2), 209–224. https://doi.org/10.1007/s10865-019-00116-2
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., & Yao, C. A. (2015). Models accounting for intention-behavior discordance in the physical activity domain: A user’s guide, content overview, and review of current evidence. International Journal of Behavioral Nutrition and Physical Activity, 12(1), 1–14. https://doi.org/10.1186/s12966-015-0168-6
   PubMedGoogle Scholar
• Roberts, K. C., Yao, X., Carson, V., Chaput, J. P., Janssen, I., & Tremblay, M. S. (2017). Meeting the Canadian 24-hour movement guidelines for children and youth. Health Reports, 28(10), 3–7.
   PubMed Web of Science ®Google Scholar
• Sallis, J. F., Conway, T. L., Cain, K. L., Geremia, C., Bonilla, E., & Spoon, C. (2019). Race/ethnic variations in school-year versus summer differences in adolescent physical activity. Preventive Medicine, 129, 105795. https://doi.org/10.1016/j.ypmed.2019.105795
   PubMed Web of Science ®Google Scholar
• Sheeran, P., Gollwitzer, P. M., & Bargh, J. A. (2013). Nonconscious processes and health. Health Psychology, 32(5), 460.
   PubMed Web of Science ®Google Scholar
• Sheeran, P., & Webb, T. L. (2016). The intention-behavior gap. Social and Personality Psychology Compass, 10(9), 503–518. https://doi.org/10.1111/spc3.12265
   Web of Science ®Google Scholar
• Sinharay, S., Stern, H. S., & Russell, D. (2001). The use of multiple imputation for the analysis of missing data. Psychological Methods, 6(4), 317–329. https://doi.org/10.1037/1082-989X.6.4.317
   PubMed Web of Science ®Google Scholar
• Sniehotta, F. F., Scholz, U., & Schwarzer, R. (2005). Bridging the intention–behaviour gap: Planning, self-efficacy, and action control in the adoption and maintenance of physical exercise. Psychology & Health, 20(2), 143–160. https://doi.org/10.1080/08870440512331317670
   Web of Science ®Google Scholar
• Sulis, I., & Porcu, M. (2008). Assessing the effectiveness of a stochastic regression imputation method for ordered categorical data. Workimg Paper, 4, 1–20.
   Google Scholar
• Tabachnick, B. G., Fidell, L. S., & Ullman, J. B. (2007). Using multivariate statistics (Vol. 5, pp. 481–498). Pearson.
   Google Scholar
• Tremblay, M. S., Carson, V., Chaput, J.-P., Connor Gorber, S., Dinh, T., Duggan, M., Faulkner, G., Gray, C. E., Gruber, R., Janson, K., Janssen, I., Katzmarzyk, P. T., Kho, M. E., Latimer-Cheung, A. E., LeBlanc, C., Okely, A. D., Olds, T., Pate, R. R., Phillips, A., … Zehr, L. (2016). Canadian 24-hour movement guidelines for children and youth: An integration of physical activity, sedentary behaviour, and sleep. Applied Physiology, Nutrition, and Metabolism, 41(6), S311–S327. https://doi.org/10.1139/apnm-2016-0151
   PubMed Web of Science ®Google Scholar
• Tucker, P., & Gilliland, J. (2007). The effect of season and weather on physical activity: A systematic review. Public Health, 121(12), 909–922. https://doi.org/10.1016/j.puhe.2007.04.009
   PubMed Web of Science ®Google Scholar
• Turrisi, T. B., Bittel, K. M., West, A. B., Hojjatinia, S., Hojjatinia, S., Mama, S. K., Lagoa, C. M., & Conroy, D. E. (2021). Seasons, weather, and device-measured movement behaviors: A scoping review from 2006 to 2020. International Journal of Behavioral Nutrition and Physical Activity, 18(1), Article number 24. https://doi.org/10.1186/s12966-021-01091-1
   Web of Science ®Google Scholar
• Venables, W. N., & Ripley, B. D. (2002). Modern applied statistics with S (4th ed.). Springer. ISBN 0-387-95457-0.
   Google Scholar
• Warburton, D. E., & Bredin, S. S. (2016). Reflections on physical activity and health: What should we recommend? Canadian Journal of Cardiology, 32(4), 495–504. https://doi.org/10.1016/j.cjca.2016.01.024
   PubMed Web of Science ®Google Scholar
• Warburton, D. E., & Bredin, S. S. (2017). Health benefits of physical activity: A systematic review of current systematic reviews. Current Opinion in Cardiology, 32(5), 541–556. https://doi.org/10.1097/HCO.0000000000000437
   PubMed Web of Science ®Google Scholar
• Wickham, H., Averick, M., Bryan, J., Chang, W., McGowan, L. D. A., François, R., Grolemund, G., Hayes, A., Henry, L., Hester, J., Kuhn, M., Pedersen, T. L., Miller, E., Bache, S. M., Müller, K., Ooms, J., Robinson, D., Seidel, D. P., Spinu, V., … Yutani, H. (2019). Welcome to the tidyverse. Journal of Open Source Software, 4(43), Article number 1686. https://doi.org/10.21105/joss.01686
   Google Scholar
• Wilson, K., & Brookfield, D. (2009). Effect of goal setting on motivation and adherence in a Six-week exercise program. International Journal of Sport and Exercise Psychology, 7(1), 89–100. https://doi.org/10.1080/1612197X.2009.9671894
   Google Scholar
• Wilson, P. M., & Muon, S. (2008). Psychometric properties of the exercise identity scale in a university sample. International Journal of Sport and Exercise Psychology, 6(2), 115–131. https://doi.org/10.1080/1612197X.2008.9671857
   Google Scholar
• Zarrett, N., & Eccles, J. (2006). The passage to adulthood: Challenges of late adolescence. New Directions for Youth Development, 2006(111), 13–28. doi:10.1002/yd.179
   Google Scholar