Mediators of physical activity behaviour change interventions among adults: a systematic review and meta-analysis

References

• Adams, J., & Nettle, D. (2009). Time perspective, personality and smoking, body mass, and physical activity: An empirical study. British Journal of Health Psychology, 14, 83–105. doi: 10.1348/135910708X299664
   PubMed Web of Science ®Google Scholar
• Bandura, A. (1986). Social foundations of thought and action: A social-cognitive theory. Englewood Cliffs, NJ: Prentice-Hall.
   Google Scholar
• Bandura, A. (1998). Health promotion from the perspective of social cognitive theory. Psychology and Health, 13, 623–649. doi: 10.1080/08870449808407422
   Web of Science ®Google Scholar
• Baranowski, T., Anderson, C., & Carmack, C. (1998). Mediating variable framework in physical activity interventions: How are we doing? How might we do better? American Journal of Preventive Medicine, 15, 266–297. doi: 10.1016/S0749-3797(98)00080-4
   PubMed Web of Science ®Google Scholar
• Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality & Social Psychology, 51, 1173–1182. doi: 10.1037/0022-3514.51.6.1173
   PubMed Web of Science ®Google Scholar
• Bauman, A., Reis, R. S., Sallis, J. F., Wells, J. C., Loos, R. J. F., Martin, B. W., & Lancet Physical Activity Series Working Group (2012). Correlates of physical activity: Why are some people physically active and others not? Lancet, 380, 258–271. doi: 10.1016/S0140-6736(12)60735-1
   PubMed Web of Science ®Google Scholar
• Borenstein, M., Hedges, L., Higgins, J., & Rothstein, H. (2013). Comprehensive meta-analysis. Englewood, NJ: Biostat.
   Google Scholar
• Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to meta-analysis. Chichester: John Wiley & Sons.
   Google Scholar
• Cane, J., O’Connor, D., & Michie, S. (2012). Validation of the theoretical domains framework for use in behaviour change and implementation research. Implementation Science, 7, 37. doi: 10.1186/1748-5908-7-37
   PubMed Web of Science ®Google Scholar
• Cerin, E., & Mackinnon, D. P. (2008). A commentary on current practice in mediating variable analyses in behavioural nutrition and physical activity. Public Health Nutrition, 12, 1182–1188. doi: 10.1017/S1368980008003649
   PubMed Web of Science ®Google Scholar
• Cheung, M. W.-L. (2015). metaSEM: An R package for meta-analysis using structural equation modeling. Frontiers in Psychology, 5, 1521. doi: 10.3389/fpsyg.2014.01521
   PubMed Web of Science ®Google Scholar
• Cheung, M. W.-L., & Chan, W. (2005). Meta-analytic structural equation modeling: A two-stage approach. Psychological Methods, 10, 40–64. doi: 10.1037/1082-989X.10.1.40
   PubMed Web of Science ®Google Scholar
• Cheung, M. W.-L., & Hong, R. Y. (2017). Applications of meta-analytic structural equation modelling in health psychology: Examples, issues, and recommendations. Health Psychology Review, 11, 265–279. doi: 10.1080/17437199.2017.1343678
   PubMed Web of Science ®Google Scholar
• Cohen, J. (1992). A power primer. Psychological Bulletin, 112, 155–159. doi: 10.1037/0033-2909.112.1.155.
   PubMed Web of Science ®Google Scholar
• Conn, V. S., Hafdahl, A. R., & Mehr, D. R. (2011). Interventions to increase physical activity among healthy adults: Meta-analysis of outcomes. American Journal of Public Health, 101, 751–758. doi: 10.2105/AJPH.2010.194381
   PubMed Web of Science ®Google Scholar
• Courneya, K. S. (2014). Physical activity and cancer survivorship: A simple framework for a complex field. Exercise & Sport Sciences Reviews, 42, 102–109. doi: 10.1249/JES.0000000000000011
   PubMed Web of Science ®Google Scholar
• Dalgetty, R., Miller, C. B., & Dombrowski, S. U. (2019). Examining the theory-effectiveness hypothesis: A systematic review of systematic reviews. British Journal of Health Psychology, 24, 334–356. doi: 10.1111/bjhp.12356
   PubMed Web of Science ®Google Scholar
• Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. New York: Plenum Press.
   Google Scholar
• Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and the self-determination of behaviour. Psychological Inquiry, 11, 227–268. doi: 10.1207/S15327965PLI1104_01
   Web of Science ®Google Scholar
• Egger, M., Smith, G. D., & Phillips, A. N. (1997). Meta-analysis: Principles and procedures. British Medical Journal, 315, 1533–1537. doi: 10.1136/bmj.315.7121.1533
   PubMed Web of Science ®Google Scholar
• Gollwitzer, P. M. (1990). Action phases and mind-sets. In E. T. Higgins & R. M. Sorrentino (Eds.), Handbook of motivation and cognition: Foundations of social behavior (Vol. 2, pp. 53–92). New York: Guilford Press.
   Google Scholar
• Gourlan, M., Bernard, P., Bortolon, C., Romain, A. J., Lareyre, O., Carayol, M., … Boiché, J. (2016). Efficacy of theory-based interventions to promote physical activity. A meta-analysis of randomised controlled trials. Health Psychology Review, 10, 50–66. doi: 10.1080/17437199.2014.981777
   PubMed Web of Science ®Google Scholar
• Hagger, M. S., & Weed, M. (2019). Do interventions based on behavioral theory work in the real world? International Journal of Behavioral Nutiriton and Physical Activity, 16, 36. doi: 10.1186/s12966-019-0795-4
   PubMed Web of Science ®Google Scholar
• Hallal, P. C., Andersen, L. B., Bull, F. C., Guthold, R., Haskell, W., Ekelund, U., & Wells, J. C. (2012). Global physical activity levels: Surveillance progress, pitfalls, and prospects. The Lancet, 380, 247–257. doi: 10.1016/S0140-6736(12)60646-1
   PubMed Web of Science ®Google Scholar
• Hedges, L. V., & Olkin, I. (1980). Vote counting methods in research synthesis. Psychological Bulletin, 88, 359–369. doi: 10.1037/0033-2909.88.2.359
   Web of Science ®Google Scholar
• Higgins, J., Thompson, S., Deeks, J., & Altman, D. (2003). Measuring inconsistency in meta-analyses. British Medical Journal, 327, 557–560. doi: 10.1136/bmj.327.7414.557
   PubMed Web of Science ®Google Scholar
• Lee, I. M., Shiroma, E. J., Lobelo, F., Puska, P., Blair, S. N., & Katzmarzyk, P. T. (2012). Effect of physical inactivity on major non-communicable diseases worldwide: An analysis of burden of disease and life expectancy. Lancet, 380, 219–229. doi: 10.1016/S0140-6736(12)61031-9
   PubMed Web of Science ®Google Scholar
• Lewis, B. A., Marcus, B., Pate, R. R., & Dunn, A. L. (2002). Psychosocial mediators of physical activity behavior among adults and children. American Journal of Preventive Medicine, 23(2S), 26–35. doi: 10.1016/S0749-3797(02)00471-3
   PubMedGoogle Scholar
• MacKinnon, D. P. (2008). Introduction to statistical mediation analysis. New York, NY: Routledge.
   Google Scholar
• MacKinnon, D. P., Fairchild, A. J., & Fritz, M. S. (2007). Mediation analysis. Annual Review of Psychology, 58, 593–614. doi: 10.1146/annurev.psych.58.110405.085542
   PubMed Web of Science ®Google Scholar
• Mackinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheet, V. (2002). A comparison of methods to test mediation and other intervening variable effects. Psychological Methods, 7, 83–103. doi: 10.1037/1082-989X.7.1.83
   PubMed Web of Science ®Google Scholar
• McEachan, R., Conner, M., Taylor, N. J., & Lawton, R. J. (2011). Prospective prediction of health-related behaviors with the theory of planned behavior: A meta-analysis. Health Psychology Review, 5, 97–144. doi: 10.1080/17437199.2010.521684.
   Web of Science ®Google Scholar
• McEachan, R., Taylor, N., Harrison, R., Lawton, R., Gardner, P., & Conner, M. (2016). Meta-analysis of the reasoned action approach (RAA) to understanding health behaviors. Annals of Behavioral Medicine, 50, 592–612. doi: 10.1007/s12160-016-9798-4
   PubMed Web of Science ®Google Scholar
• McEwan, D., Harden, S. M., Zumbo, B. D., Sylvester, B. D., Kaulius, M., Ruissen, G. R., … 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, 67–88. doi: 10.1080/17437199.2015.1104258
   PubMed Web of Science ®Google Scholar
• McEwan, D., Kouvousis, C., Ray, C., Wyrough, A., Beauchamp, M. R., & Rhodes, R. E. (2019). Examining the active ingredients of physical activity interventions underpinned by theory versus no stated theory: A meta-analysis. Health Psychology Review, 13, 1–17. doi: 10.1080/17437199.2018.1547120
   PubMed Web of Science ®Google Scholar
• McHugh, M. L. (2012). Interrater reliability: The kappa statistic. Biochemia Medica, 22, 276–282. doi: 10.11613/BM.2012.031
   PubMed Web of Science ®Google Scholar
• Michie, S., Abraham, C., Whittington, C., McAteer, J., & Gupta, S. (2009). Effective techniques in healthy eating and physical activity interventions: A meta-regression. Health Psychology, 28, 690–701. doi: 10.1037/a0016136
   PubMed Web of Science ®Google Scholar
• Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6, 6. doi: 10.1371/journal.pmed.1000097
   Web of Science ®Google Scholar
• Murray, J. M., Brennan, S. F., French, D. P., Patterson, C. C., Kee, F., & Hunter, R. F. (2017). Effectiveness of physical activity interventions in achieving behaviour change maintenance in young and middle aged adults: A systematic review and meta-analysis. Social Science & Medicine, 192, 125–133. doi: 10.1016/j.socscimed.2017.09.021
   PubMed Web of Science ®Google Scholar
• Murray, J. M., Brennan, S. F., French, D. P., Patterson, C. C., Kee, F., & Hunter, R. F. (2018). Mediators of behavior change maintenance in physical activity interventions for young and middle-aged adults: A systematic review. Annals of Behavioral Medicine, 52, 513–529. doi: 10.1093/abm/kay012
   PubMed Web of Science ®Google Scholar
• Prestwich, A., Sniehotta, F. F., Whittington, C., Dombrowski, S. U., Rogers, L., & Michie, S. (2014). Does theory influence the effectiveness of health behavior interventions? Meta-analysis. Health Psychology, 33(5), 465–474. doi: 10.1037/a0032853
   PubMed Web of Science ®Google Scholar
• Prochaska, J. O., & DiClemente, C. C. (1982). Transtheoretical therapy: Toward a more integrative model of change. Psychotherapy: Theory, Research & Practice, 19, 276–288. doi: 10.1037/h0088437.
   Web of Science ®Google Scholar
• Prochaska, J. O., & Velicer, W. F. (1997). The transtheoretical model of health behavior change. American Journal of Health Promotion, 12, 38–48. doi: 10.4278/0890-1171-12.1.38
   PubMed Web of Science ®Google Scholar
• R Core Team (2013). R: A language and environment for statistical computing. Vienna: Foundation for Statistical Computing. Retrieved from http://www.R-project.org/.
   Google Scholar
• Rhodes, R. E., & Blanchard, C. M. (2007). Just how special are the physical activity cognitions in diseased populations? Preliminary evidence for integrated content in chronic disease prevention and rehabilitation. Annals of Behavioral Medicine, 33, 302–312. doi: 10.1007/BF02879912
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., Bredin, S. S. D., Janssen, I., Warburton, D. E. R., & Bauman, A. (2017). Physical activity: Health impact, prevalence, correlates and interventions. Psychology and Health, 32, 942–975. doi: 10.1080/08870446.2017.1325486
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., Fiala, B., & Conner, M. (2009). Affective judgments and physical activity: A review and meta-analysis. Annals of Behavioral Medicine, 38, 180–204. doi: 10.1007/s12160-009-9147-y
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., Jones, L. W., & Courneya, K. S. (2002). Extending the theory of planned behavior in the exercise domain: A comparison of social support and subjective norm. Research Quarterly for Exercise & Sport, 73, 193–199. doi: 10.1080/02701367.2002.10609008
   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, 204–225. doi: 10.1080/17437199.2016.1143334
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., McEwan, D., & Rebar, A. (2019). Theories of physical activity behavior change: A history and synthesis of approaches. Psychology of Sport & Exercise, 42, 100–109. doi: 10.1016/j.psychsport.2018.11.010
   Web of Science ®Google Scholar
• Rhodes, R. E., & Pfaeffli, L. A. (2010). Mediators of physical activity behaviour change among adult non-clinical populations: A review update. International Journal of Behavioral Nutrition and Physical Activity, 7, 37. doi: 10.1186/1479-5868-7-37
   PubMed Web of Science ®Google Scholar
• Rhodes, R. E., Williams, D. M., & Conner, M. T. (2018). Affective determinants of health behaviour: Common themes, future directions, and implications for health behavior change. In D. W. Williams, R. E. Rhodes, & M. T. Conner (Eds.), Affective Determinants of Health behavior (pp. 485–498). New York, NY: Oxford University Press.
   Google Scholar
• Schwarzer, R. (2008). Modeling health behavior change: How to predict and modify the adoption and maintenance of health behaviors. Applied Psychology, 57, 1–29.
   Web of Science ®Google Scholar
• Sniehotta, F. F. (2009). Towards a theory of intentional behaviour change: Plans, planning, and self-regulation. British Journal of Health Psychology, 14, 261–273. doi: 10.1348/135910708X389042
   PubMed Web of Science ®Google Scholar
• Sterne, J. A. C., Savovic, J., Page, M. J., Elbers, R. G., Blencowe, N. S., Boutron, I., … Higgins, J. P. T. (2019). Rob 2: A revised tool for assessing risk of bias in randomised trials. BMJ, 366, l4898. doi:10.1136/bmj.l4898.
   PubMed Web of Science ®Google Scholar
• Sterne, J. A. C., Sutton, A. J., Ioannidis, J. P. A., Terrin, N., Jones, D. R., Lau, J., & Higgins, J. P. T. (2011). Recommendations for examining and interpreting funnel plot as asymmetry in meta-analyses of randomized controlled trials. BMJ, 343, d4002. doi: 10.1136/bmj.d4002
   PubMed Web of Science ®Google Scholar
• Teixeira, P. J., Carraça, E. V., Markland, D., Silva, M. N., & Ryan, R. M. (2012). Exercise, physical activity, and self-determination theory: A systematic review. International Journal of Behavioral Nutrition and Physical Activity, 9, 78. doi: 10.1186/1479-5868-9-78
   PubMed Web of Science ®Google Scholar
• Teixeira, P. J., Carraça, E. V., Marques, M. M., Rutter, H., Oppert, J. M., De Bourdeaudhuij, I., … Brug, J. (2015). Successful behavior change in obesity interventions in adults: A systematic review of self-regulation mediators. BMC Medicine, 13, 84. doi: 10.1186/s12916-015-0323-6
   PubMed Web of Science ®Google Scholar
• Williams, D. M., Anderson, E. S., & Winett, R. A. (2005). A review of the outcome expectancy construct in physical activity research. Annals of Behavioral Medicine, 29, 70–79. doi: 10.1207/s15324796abm2901_10
   PubMed Web of Science ®Google Scholar
• Young, M. D., Plotnikoff, R. C., Collins, C., Callister, R., & Morgan, P. J. (2014). Social cognitive theory and physical activity: A systematic review and meta-analysis. Obesity Reviews, 12, 983–995. doi: 10.1111/obr.12225
   Google Scholar