Abstract
Evidence suggests that physical activity and alcohol use are positively related among young adults. Two studies have examined daily relations, and results have shown conflicting findings. We examined relations between physical activity and alcohol use at both within- and between-individual levels and investigated moderators of the relation at both levels. 269 college students wore accelerometers to collect physical activity data over a 2-week period. At the end of each day, they indicated whether or not they drank alcohol. Multilevel logistic regression indicated neither within- nor between-subject relations were statistically significant. Positive affect, negative affect, and drinking motives moderated these relations at the between-subject level. Contrary to previous research, we did not observe a relation between physical activity and alcohol use at the daily level. Unique features of the current study suggest next steps for future research examining the perplexing PA-alcohol relation in this population.
Similar content being viewed by others
References
Abrantes, A. M., Scalo, M. D., O’Donnell, S., Minami, H., & Read, J. P. (2017). Drinking and exercise behaviors among college students: Between and within-person associations. Journal of Behavioral Medicine,40, 964–977. https://doi.org/10.1007/s10865-017-9863-x
Association, American College Health. (2009). American college health association-national college health assessment spring 2008 reference group data report: The American College Health Association. Journal of American College Health,57, 477–488. https://doi.org/10.3200/JACH.57.5.477-488
Carney, M. A., Tennen, H., Affleck, G., Del Boca, F. K., & Kranzler, H. R. (1998). Levels and patterns of alcohol consumption using timeline follow-back, daily diaries and real-time “electronic interviews”. Journal of Studies on Alcohol,59, 447–454. https://doi.org/10.15288/jsa.1998.59.447
Cho, D., Armeli, S., Weinstock, J., & Tennen, H. (2018). Daily- and person-level associations between physical activity and alcohol use. Emerging Adulthood,4, 219–222. https://doi.org/10.1177/2167696818809760
Conroy, D. E., Ram, N., Pincus, A. L., Coffman, D. L., Lorek, A. E., Rebar, A. L., et al. (2015). Daily physical activity and alcohol use across the adult lifespan. Health Psychology,34, 653–660. https://doi.org/10.1037/hea0000157
Cooper, M. L. (1994). Motivations for alcohol use among adolescents: Development and validation of a four-factor-model. Psychological Assessment,6, 117–128. https://doi.org/10.1037/1040-3590.6.2.117
Crouter, S. E., Dellavalle, D. M., Horton, M., Haas, J. D., Frongillo, E. A., & Bassett, D. R. (2011). Validity of the Actical for estimating free-living physical activity. European Journal of Applied Physiology,111, 1381–1389. https://doi.org/10.1007/s00421-010-1758-2
Dodd, L. J., Al-Nakeeb, Y., Nevill, A., & Forshaw, M. J. (2010). Lifestyle risk factors of students: A cluster analytical approach. Preventive Medicine,51, 73–77. https://doi.org/10.1016/j.ypmed.2010.04.005
Dulin, P. L., Alvarado, C. E., Fitterling, J. M., & Gonzalez, V. M. (2017). Comparisons of alcohol consumption by Time-Line Follow Back vs. smartphone-based daily interviews. Addiction Research & Theory,25, 195–200. https://doi.org/10.1080/16066359.2016.1239081
Dunn, M. S., & Wang, M. (2003). Effects of physical activity on substance use among college students. American Journal of Health Studies,18, 126–132.
Giffuni, J., McMurray, R. G., Schwartz, T., & Berry, D. (2012). Actical accelerometry cut-points for quantifying levels of exertion: Comparing normal and overweight adults. International Journal of Exercise Science,5, 170–182.
Gilchrist, J. D., Conroy, D. E., & Sabiston, C. M. (2019). Associations between alcohol consumption and physical activity in breast cancer survivors. Journal of Behavioral Medicine. https://doi.org/10.1007/s10865-019-00114-4
Gosling, S. D., Rentfrow, P. J., & Swann, W. B., Jr. (2003). A very brief measure of the Big-Five personality domains. Journal of Research in Personality,37, 504–528. https://doi.org/10.1016/S0092-6566(03)00046-1
Graupensperger, S., Wilson, O., Bopp, M., & Evans, B. M. (2018). Longitudinal association between alcohol use and physical activity in US college students: evidence for directionality. Journal of American College Health. https://doi.org/10.1080/07448481.2018.1536058
Hagstromer, M., Ainsworth, B. E., Oja, P., & Sjostrom, M. (2010). Comparison of a subjective and an objective measure of physical activity in a population sample. Journal of Physical Activity and Health,7, 541–550.
Hendelman, D., Miller, K., Baggett, C., Debold, E., & Freedson, P. (2000). Validity of accelerometry for the assessment of moderate intensity physical activity in the field. Medicine and Science in Sports and Exercise,32, 442–449. https://doi.org/10.1097/00005768-200009001-00002
Hingson, R., Heeren, T., Winter, M., & Wechsler, H. (2005). Magnitude of alcohol-related mortality and morbidity among U.S. college students age 18–24: Changes from 1998–2001. Annual Review of Public Health,26, 259–279. https://doi.org/10.1146/annurev.publhealth.26.021304.144652
Hyde, A. L., Conroy, D. E., Pincus, A. L., & Ram, N. (2011). Unpacking the feel-good effect of free-time physical activity: Between- and within-person associations with pleasant-activated feeling states. Journal of Sport & Exercise Psychology,33, 884–902. https://doi.org/10.1123/jsep.33.6.884
John, O. P., Donahue, E. M., & Kentle, R. L. (1991). The big five inventory—versions 4a and 54. Berkeley, CA: University of California, Berkeley, Institute of Personality and Social Research.
Johnston, L. D., O’Malley, P. M., Bachman, J. G., Schulenberg, J. E., & Miech, R. A. (2015). Monitoring the Future national survey results on drug use, 1975–2014: Volume II, college students and adults ages 19–55. Ann Arbor: Institute for Social Research, The University of Michigan.
Josefsson, T., Lindwall, M., & Archer, T. (2014). Physical exercise intervention in depressive disorders: Meta-analysis and systematic review. Scandinavian Journal of Medicine and Science in Sports,24, 259–272. https://doi.org/10.1111/sms.12050
Keating, X., Guan, J., Pinero, J. C., & Bridges, D. M. (2005). A meta-analysis of college students’ physical activity behaviors. Journal of American College Health,54, 116. https://doi.org/10.3200/JACH.54.2.116-126
Kendzierski, D., & DeCarlo, K. J. (1991). Physical activity enjoyment scale: Two validation studies. Journal of Sport and Exercise Psychology,13, 50–64.
Leasure, J. L., Neighbors, C., Henderson, C. E., & Young, C. (2015). Exercise and alcohol consumption: What we know, what we need to know, and why it’s important. Frontiers in Psychology,6, 156. https://doi.org/10.3389/fpsyt.2015.0015
Luo, J., Agley, J., Hendryx, M., Gassman, R., & Lohrmann, D. (2015). Risk patterns among college youth: Identification and implications for prevention and treatment. Health Promotion Practice,16, 132–141. https://doi.org/10.1177/1524839914520702
MacCallum, R. C., Zhang, S., Preacher, K. J., & Rucker, D. D. (2002). On the practice of dichotomization of quantitative variables. Psychological Methods,7, 19–40. https://doi.org/10.1037//1082-989X.7.1.19
Musselman, J. R., & Rutledge, P. C. (2010). The incongruous alcohol-activity association: Physical activity and alcohol consumption in college students. Psychology of Sport and Exercise,11, 609–618. https://doi.org/10.1016/j.psychsport.2010.07.005
Muthén, L. K., & Muthén, B. O. (1998–2018). Mplus user’s guide (8th ed.). Los Angeles, CA: Muthén & Muthén.
Naci, H., & Ioannidis, J. P. (2013). Comparative effectiveness of exercise and drug interventions on mortality outcomes: Metaepidemiological study. BMJ,347, f5577. https://doi.org/10.1136/bmj.f5577
Osborne, J. W. (2010). Improving your data transformations: Applying the Box-Cox transformation. Practical Assessment, Research & Evaluation,15, 1–9.
Physical Activity Guidelines Advisory Committee. (2018). Physical activity guidelines advisory committee scientific report. Washington, DC: US Department of Health and Human Services. Retrieved April 5, 2019 from https://health.gov/paguidelines/second-edition/pdf/Physical_Activity_Guidelines_2nd_edition.pdf
Schafer, J. L., & Graham, J. W. (2002). Missing data: Our view of the state of the art. Psychological Methods,7, 147–177. https://doi.org/10.1037/1082-989X.7.2.147
Snijders, T. A. B., & Bosker, R. J. (1999). Multilevel analysis: An introduction to basic and advanced multilevel modeling. Thousand Oaks, CA: Sage.
Soedamah-Muthu, S. S., De Neve, M., Shelton, N. J., Tielemans, S. M. A. J., & Stamatakis, E. (2013). Joint associations of alcohol consumption and physical activity with all-cause and cardiovascular mortality. American Journal of Cardiology,112, 380–386. https://doi.org/10.1016/j.amjcard.2013.03.040
Sparling, P. B., & Snow, T. K. (2002). Physical activity patterns in recent college alumni. Research Quarterly for Exercise and Sport,73, 200–205. https://doi.org/10.1080/02701367.2002.10609009
Stride, C. B., Gardner, C. E., Catley, N., & Thomas, F. (2015). Mplus code for mediation, moderation and moderated mediation models. Retrieved December 20, 2018 from http://www.figureitout.org.uk/
Sun, L., Windle, M., & Thompson, N. J. (2015). An exploration of the four factor structure of the Drinking Motives Questionnaire-Revised among undergraduate students in china. Substance Use and Misuse,50, 1590–1598. https://doi.org/10.3109/10826084.2015.1027924
Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology,54, 1063–1070. https://doi.org/10.1037/0022-3514.54.6.1063
Wechsler, H., Lee, J., Kuo, M., Sebring, M., Nelson, T., & Lee, H. (2002). Trends in college binge drinking during a period of increased prevention efforts: Findings from 4 Harvard School of Public Health College Alcohol Study surveys: 1993–2001. Journal of American College Health,50, 203–217. https://doi.org/10.1080/07448480209595713
Weinstock, J., Farney, M. R., Elrod, N. M., Henderson, C. E., & Weiss, E. P. (2017). Exercise as an adjunctive treatment for substance use disorders: Rationale and intervention description. Journal of Substance Abuse Treatment,72, 40–47. https://doi.org/10.1016/j.jsat.2016.09.002
Weinstock, J., Petry, N. M., Pescatello, L. S., & Henderson, C. E. (2016). Motivational interventions for exercise are not related to reductions in college student drinking. Psychology of Addictive Behaviors,30, 791–801. https://doi.org/10.1037/adb0000207
Wilson, G. S., Pritchard, M. E., & Schaffer, J. (2004). Athletic status and drinking behavior in college students: The influence of gender and coping styles. Journal of American College Health,52, 269–273. https://doi.org/10.3200/JACH.52.6.269-275
Wilson, D. K., Van Horn, M. L., Siceloff, R., Alia, K. A., St. George, S. M., et al. (2015). The results of the “Positive Activity for Today’s Health” (PATH) trial for increasing walking and physical activity in underserved African American communities. Annals of Behavioral Medicine,49, 398–410. https://doi.org/10.1007/s12160-014-9664-1
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
Craig E. Henderson, John M. Manning, Cindy M. Davis, David E. Conroy, M. Lee Van Horn, Kim Henry, Tessa Long, Lauren Ryan, Jennifer Boland, Elise Yenne, Maddison Schiafo, Jennifer Waldo, Cody Sze declares that they have no conflict of interest to report.
Human and animal rights and Informed Consent
All research procedures were in accordance with the ethical standards of the Sam Houston State University Institutional Review Board and with the 1964 Helsinki declaration and its later amendments. Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Henderson, C.E., Manning, J.M., Davis, C.M. et al. Daily physical activity and alcohol use among young adults. J Behav Med 43, 365–376 (2020). https://doi.org/10.1007/s10865-020-00151-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10865-020-00151-4