Skip to main content
Log in

Contextual influences on the within-person association between physical activity and affect in adolescents: an ecological momentary assessment study

  • Published:
Journal of Behavioral Medicine Aims and scope Submit manuscript

Abstract

There is limited research on how the context in which moderate-to-vigorous physical activity (MVPA) occurs influences the relationship between physical activity and affect. This study aimed to investigate how the social context and physical environment enhance the relationship between MVPA and affect in daily life. Overall, 119 adolescents (mean age = 14.7 years) provided information about their core affect, physical environment and social context on multiple occasions over a 4-day period using ecological momentary assessment. Additionally, participants’ level of MVPA was objectively measured using accelerometers. Level of MVPA was positively associated with energetic arousal, being outdoors was positively associated with valence and energetic arousal, and being with someone else was also positively associated with energetic arousal. Additionally, being outdoors moderated the association between MVPA and tense arousal so that MVPA was only inversely related to tense arousal when outdoors. These findings showed that young people experience more positive valence, greater levels of energetic arousal and less tense arousal when physically active outdoors compared to when indoors and highlight the importance of encouraging young people to participate in physical activity outdoors. Further research is warranted to understand how social contexts may influence the association between MVPA and affect in young people.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Araújo, D., Brymer, E., Brito, H., Withagen, R., & Davids, K. (2019). The empowering variability of affordances of nature: Why do exercisers feel better after performing the same exercise in natural environments than in indoor environments? Psychology of Sport and Exercise, 42, 138–145.

    Google Scholar 

  • Australian Bureau of Statistics. (2016). Technical paper: Socio-economic indexes for areas (SEIFA). Retrieved from https://www.ausstats.abs.gov.au/Ausstats/subscriber.nsf/0/756EE3DBEFA869EFCA258259000BA746/$File/SEIFA%202016%20Technical%20Paper.pdf

  • Backhouse, S. H., Ekkekakis, P., Biddle, S. J., Foskett, A., & Williams, C. (2007). Exercise makes people feel better but people are inactive: paradox or artifact? Journal of Sport and Exercise Psychology, 29, 498–517.

    PubMed  Google Scholar 

  • Bejarano, C. M., Cushing, C. C., & Crick, C. J. (2019). Does context predict psychological states and activity? An ecological momentary assessment pilot study of adolescents. Psychology of Sport and Exercise, 41, 146–152.

    Google Scholar 

  • Biddle, S. J. H., Ciaccioni, S., Thomas, G., & Vergeer, I. (2019). Physical activity and mental health in children and adolescents: An updated review of reviews and an analysis of causality. Psychology of Sport and Exercise, 42, 146–155.

    Google Scholar 

  • Bourke, M., Hilland, T. A., & Craike, M. (2020). Variance in the valenced response during moderate-to-vigorous physical activity: a review of cognitive and contextual mechanisms. International Review of Sport and Exercise Psychology. https://doi.org/10.1080/1750984X.2020.1780626

    Article  Google Scholar 

  • Boyle, H. K., Dunsiger, S. I., Bohlen, L. C., Emerson, J. A., Lee, H. H., Stevens, C. J., & Williams, D. M. (2019). Affective response as a mediator of the association between the physical and social environment and physical activity behavior. Journal of Behavioral Medicine, 43, 773–782.

    PubMed  Google Scholar 

  • Bryan, A., Hutchison, K. E., Seals, D. R., & Allen, D. L. (2007). A Transdisciplinary model integrating genetic, physiological, and psychological correlates of voluntary exercise. Health Psychology, 26, 30–39.

    PubMed  PubMed Central  Google Scholar 

  • Cabrita, M., Lousberg, R., Tabak, M., Hermens, H. J., & Vollenbroek-Hutten, M. M. R. (2017). An exploratory study on the impact of daily activities on the pleasure and physical activity of older adults. European Review of Aging and Physical Activity, 14, 1.

    PubMed  PubMed Central  Google Scholar 

  • Cohen, J. (1988a). Statistical power analysis for the behavioral sciences. New York: Routledge.

    Google Scholar 

  • Cohen, S. (1988b). Psychosocial models of the role of social support in the etiology of physical disease. Health Psychology, 7, 269.

    CAS  PubMed  Google Scholar 

  • Cohen, S., Gottlieb, B., & Underwood, L. (2000). Social relationships and health. In S. Cohen, B. Gottlieb, & L. Underwood (Eds.), Measuring and Intervening in Social Support (pp. 3–25). New York: Oxford University Press.

    Google Scholar 

  • Corder, K., Winpenny, E., Love, R., Brown, H. E., White, M., & Sluijs, E. V. (2019). Change in physical activity from adolescence to early adulthood: a systematic review and meta-analysis of longitudinal cohort studies. British Journal of Sports Medicine, 53, 496–503.

    PubMed  Google Scholar 

  • Crouter, S. E., Flynn, J. I., & Bassett, D. R., Jr. (2015). Estimating physical activity in youth using a wrist accelerometer. Medicine & Science in Sports & Exercise, 47, 944–951.

    Google Scholar 

  • Cushing, C. C., Mitchell, T. B., Bejarano, C. M., Walters, R. W., Crick, C. J., & Noser, A. E. (2017). Bidirectional associations between psychological states and physical activity in adolescents: A mhealth pilot study. Journal of Pediatric Psychology, 42, 559–568.

    PubMed  Google Scholar 

  • Dasilva, S. G., Guidetti, L., Buzzachera, C. F., Elsangedy, H. M., Krinski, K., De Campos, W., & Baldari, C. (2011). Psychophysiological responses to self-paced treadmill and overground exercise. Medicine & Science in Sports & Exercise, 43, 1114–1124.

    Google Scholar 

  • Dunton, G. F., Liao, Y., Intille, S. S., Spruijt-Metz, D., & Pentz, M. (2011b). Investigating children’s physical activity and sedentary behavior using ecological momentary assessment with mobile phones. Obesity, 19, 1205–1212.

    PubMed  Google Scholar 

  • Dunton, G. F., Liao, Y., Intille, S., Wolch, J., & Pentz, M. A. (2011a). Physical and social contextual influences on children’s leisure-time physical activity: An ecological momentary assessment study. Journal of Physical Activity and Health, 8, S103-108.

    PubMed  Google Scholar 

  • Dunton, G. F., Huh, J., Leventhal, A. M., Riggs, N., Hedeker, D., Spruijt-Metz, D., & Pentz, M. A. (2014). Momentary assessment of affect, physical feeling states, and physical activity in children. Health Psychology, 33, 255–263.

    PubMed  Google Scholar 

  • Dunton, G. F., Liao, Y., Intille, S., Huh, J., & Leventhal, A. (2015). Momentary assessment of contextual influences on affective response during physical activity. Health Psychology, 34, 1145–1153.

    PubMed  Google Scholar 

  • Ekkekakis, P., Hargreaves, E. A., & Parfitt, G. (2013). Invited guest editorial: Envisioning the next fifty years of research on the exercise-affect relationship. Psychology of Sport and Exercise, 14, 751–758.

    Google Scholar 

  • Ekkekakis, P., & Zenko, Z. (2016). Escape from cognitivism: Exercise as hedonic experience. In M. Raab, P. Wylleman, R. Seiler, A.-M. Elbe, & A. Hatzigeorgiadis (Eds.), Sport and exercise psychology research (pp. 389–414). San Diego: Academic Press.

    Google Scholar 

  • Farooq, M. A., Parkinson, K. N., Adamson, A. J., Pearce, M. S., Reilly, J. K., Hughes, A. R., & Reilly, J. J. (2018). Timing of the decline in physical activity in childhood and adolescence: Gateshead Millennium Cohort Study. British Journal of Sports Medicine, 52, 1002–1006.

    PubMed  Google Scholar 

  • Guthold, R., Stevens, G. A., Riley, L. M., & Bull, F. C. (2020). Global trends in insufficient physical activity among adolescents: A pooled analysis of 298 population-based surveys with 1·6 million participants. Lancet Child and Adolescent Health, 4, 23–35.

    PubMed  Google Scholar 

  • Hox, J. J., Moerbeek, M., & van de Schoot, R. (2018). Multilevel anaylisis: Techniques and applications (3rd ed.). New York: Routledge.

    Google Scholar 

  • Ji, L., Chow, S.-M., Schermerhorn, A. C., Jacobson, N. C., & Cummings, E. M. (2018). Handling missing data in the modeling of intensive longitudinal data. Structural Equation Modeling, 25, 715–736.

    PubMed  PubMed Central  Google Scholar 

  • Kanning, M., & Hansen, S. (2016). Need satisfaction moderates the association between physical activity and affective states in adults aged 50+: An activity-triggered ambulatory assessment. Annals of Behavioral Medicine, 51, 18–29.

    Google Scholar 

  • Kaplan, S. (1995). The restorative benefits of nature: Toward an integrative framework. Journal of Environmental Psychology, 15, 169–182.

    Google Scholar 

  • Kellert, S. R., & Wilson, E. O. (Eds.). (1993). The biophilia hypothesis. Washington: Island Press.

    Google Scholar 

  • Koch, E. D., Tost, H., Braun, U., Gan, G., Giurgiu, M., Reinhard, I., & Reichert, M. (2020). Relationships between incidental physical activity, exercise, and sports with subsequent mood in adolescents. Scandinavian Journal of Medicine and Science in Sports, 30, 2234–2250.

    PubMed  Google Scholar 

  • Kolar, D. R., Neumayr, C., Roth, M., Voderholzer, U., Perthes, K., & Schlegl, S. (2020). Testing an emotion regulation model of physical activity in adolescents with anorexia nervosa: A pilot ecological momentary assessment. European Eating Disorders Review, 28, 170–183.

    PubMed  Google Scholar 

  • Krinski, K., Machado, D. G. S., Lirani, L. S., DaSilva, S. G., Costa, E. C., Hardcastle, S. J., & Elsangedy, H. M. (2017). Let’s walk outdoors! Self-paced walking outdoors improves future intention to exercise in women with obesity. Journal of Sport and Exercise Psychology, 39, 145–157.

    PubMed  Google Scholar 

  • Leonhardt, A., Könen, T., Dirk, J., & Schmiedek, F. (2016). How differentiated do children experience affect? An investigation of the within-and between-person structure of children’s affect. Psychological assessment, 28, 575.

    PubMed  Google Scholar 

  • Liu, H., Xie, Q. W., & Lou, V. W. (2019). Everyday social interactions and intra-individual variability in affect: A systematic review and meta-analysis of ecological momentary assessment studies. Motivation and Emotion, 43, 339–353.

    Google Scholar 

  • Mennis, J., Mason, M., & Ambrus, A. (2018). Urban greenspace is associated with reduced psychological stress among adolescents: A geographic ecological momentary assessment (GEMA) analysis of activity space. Landscape and Urban Planning, 174, 1–9.

    PubMed  PubMed Central  Google Scholar 

  • Nezlek, J. B. (2012). Multilevel modeling analyses of diary-style data. In M. R. Mehl & T. S. Conner (Eds.), Handbook of research methods for studying daily life. New York: Guilford Press.

    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, 245–253.

    PubMed  Google Scholar 

  • Poitras, V. J., Gray, C. E., Borghese, M. M., Carson, V., Chaput, J.-P., Janssen, I., & Tremblay, M. S. (2016). Systematic review of the relationships between objectively measured physical activity and health indicators in school-aged children and youth. Applied Physiology, Nutrition, and Metabolism, 41, S197–S239.

    PubMed  Google Scholar 

  • Rhodes, R. E., McEwan, D., & Rebar, A. L. (2019). Theories of physical activity behaviour change: A history and synthesis of approaches. Psychology of Sport and Exercise, 42, 100–109.

    Google Scholar 

  • Rintala, A., Wampers, M., Myin-Germeys, I., & Viechtbauer, W. (2019). Response compliance and predictors thereof in studies using the experience sampling method. Psychological assessment, 31, 226–235.

    PubMed  Google Scholar 

  • Russell, J. A. (1980). A circumplex model of affect. Journal of personality and social psychology, 39, 1161.

    Google Scholar 

  • Russell, J. A., & Barrett, L. F. (1999). Core affect, prototypical emotional episodes, and other things called emotion: Dissecting the elephant. Journal of personality and social psychology, 76, 805.

    CAS  PubMed  Google Scholar 

  • Ryan, R. M., Williams, G. C., Patrick, H., & Deci, E. L. (2009). Self-determination theory and physical activity: The dynamics of motivation in development and wellness. Hellenic Journal of Psychology, 6, 107–124.

    Google Scholar 

  • Salvy, S.-J., Bowker, J. W., Roemmich, J. N., Romero, N., Kieffer, E., Paluch, R., & Epstein, L. H. (2007). Peer influence on children’s physical activity: An experience sampling study. Journal of Pediatric Psychology, 33, 39–49.

    PubMed  PubMed Central  Google Scholar 

  • Schneider, M., Dunn, A., & Cooper, D. (2009). Affect, exercise, and physical activity among healthy adolescents. Journal of Sport Exercise Psychology, 31, 706–723.

    PubMed  PubMed Central  Google Scholar 

  • Shanahan, D. F., Franco, L., Lin, B. B., Gaston, K. J., & Fuller, R. A. (2016). The benefits of natural environments for physical activity. Sports Medicine, 46, 989–995.

    PubMed  Google Scholar 

  • Smith, K. E., Haedt-Matt, A., Mason, T. B., Wang, S., Yang, C.-H., Unick, J. L., & Goldschmidt, A. B. (2020). Associations between naturalistically assessed physical activity patterns, affect, and eating in youth with overweight and obesity. Journal of Behavioral Medicine, 43, 916–931.

    PubMed  Google Scholar 

  • Sokolovsky, A. W., Mermelstein, R. J., & Hedeker, D. (2013). Factors predicting compliance to ecological momentary assessment among adolescent smokers. Nicotine & Tobacco Research, 16, 351–358.

    Google Scholar 

  • Thayer, R. E. (1989). The biopsychology of mood and arousal. New York: Oxford University Press.

    Google Scholar 

  • Troiano, R. P., Berrigan, D., Dodd, K. W., Másse, L. C., Tilert, T., & McDowell, M. (2008). Physical activity in the United States measured by accelerometer. Medicine & Science in Sports & Exercise, 40, 181–188.

    Google Scholar 

  • Ulrich, R. S. (1983). Aesthetic and affective response to natural environments. In I. Altman & J. F. Wohlwill (Eds.), Human behaviour and environment (pp. 85–125). New York: Plenum Press.

    Google Scholar 

  • Ulrich, R. S., Simons, R. F., Losito, B. D., Fiorito, E., Miles, M. A., & Zelson, M. (1991). Stress recovery during exposure to natural and urban environments. Journal of Environmental Psychology, 11, 201–230.

    Google Scholar 

  • Watson, D., & Tellegen, A. (1985). Toward a consensual structure of mood. Psychological bulletin, 98, 219.

    CAS  PubMed  Google Scholar 

  • Watson, D., Wiese, D., Vaidya, J., & Tellegen, A. (1999). The two general activation systems of affect: Structural findings, evolutionary considerations, and psychobiological evidence. Journal of personality and social psychology, 76, 820.

    Google Scholar 

  • Wen, C. K. F., Schneider, S., Stone, A. A., & Spruijt-Metz, D. (2017). Compliance with mobile ecological momentary assessment protocols in children and adolescents: A systematic review and meta-analysis. Journal of Medical Internet Research, 19, e132.

    PubMed  PubMed Central  Google Scholar 

  • Wen, C. K. F., Liao, Y., Maher, J. P., Huh, J., Belcher, B. R., Dzubur, E., & Dunton, G. F. (2018). Relationships among affective states, physical activity, and sedentary behavior in children: Moderation by perceived stress. Health Psychology, 37, 904–914.

    PubMed  PubMed Central  Google Scholar 

  • Wheeler, B. W., Cooper, A. R., Page, A. S., & Jago, R. (2010). Greenspace and children’s physical activity: A GPS/GIS analysis of the PEACH project. Preventive Medicine, 51, 148–152.

    PubMed  Google Scholar 

  • Wilhelm, P., & Schoebi, D. (2007). Assessing mood in daily life: structual validity, sensitivity to change, and realiability of a short-scale to measure three basic dimensions of mood. European Journal of Psychological Assessment, 23, 258–267.

    Google Scholar 

  • Williams, D. M. (2008). Exercise, affect, and adherence: An integrated model and a case for self-paced exercise. Journal of Sport and Exercise Psychology, 30, 471–496.

    PubMed  Google Scholar 

  • World Health Organization. (2018). Global action plan on physical activity 2018–2030: more people active for a healthier world. Retrieved from https://www.who.int/ncds/prevention/physical-activity/global-action-plan-2018-2030/en/

  • Yeh, H.-P., Stone, J. A., Churchill, S. M., Wheat, J. S., Brymer, E., & Davids, K. (2016). Physical, psychological and emotional benefits of green physical activity: An ecological dynamics perspective. Sports Medicine, 46, 947–953.

    PubMed  Google Scholar 

Download references

Funding

This research is supported by an Australian Government Research Training Program (RTP) Scholarship.

Author information

Authors and Affiliations

Authors

Contributions

MB, TAH, and MC contributed to the conception and design of the study. Data collection and analysis was performed by MB. MB interpreted the results and wrote the initial draft of the manuscript. TAH and MC critically reviewed and edited the initial draft. All authors read and approved the submitted version.

Corresponding authors

Correspondence to Matthew Bourke or Melinda Craike.

Ethics declarations

Conflict of interest

Matthew Bourke author declare no conflict of interest. Toni A. Hiland author declare no conflict of interest. Melinda Craike author declare no conflict of interest.

Human and Animal Rights and Informed Consent

This study was conducted in accordance with the Australian National Statement on Ethical Conduct in Human Research and the Helsinki Declaration of 1975, as revised in 2000. Participant′s parent/guardian provided written informed consent and participants provided written infromed assesnt to participate in this study.

Ethical approval

This study was approved by the Victoria University Human Research Ethics Committe (HRE18-224).

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bourke, M., Hilland, T.A. & Craike, M. Contextual influences on the within-person association between physical activity and affect in adolescents: an ecological momentary assessment study. J Behav Med 44, 296–309 (2021). https://doi.org/10.1007/s10865-020-00197-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10865-020-00197-4

Keywords

Navigation