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Using Ecological Momentary Assessment to Understand Where and With Whom Adults’ Physical and Sedentary Activity Occur

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Abstract

Purpose

This study used Ecological Momentary Assessment (EMA), a real-time self-report strategy, to describe the physical and social contexts of adults’ physical activity and sedentary activity during their everyday lives and to determine whether these patterns and relationships differ for men and women.

Methods

Data from 114 adults were collected through mobile phones across 4 days. Eight electronic EMA surveys were randomly prompted each day asking about current activities (e.g., physical or sedentary activity), physical and social contexts, and perceived outdoor environmental features (e.g., greenness/vegetation, safety, and traffic). All participants also wore accelerometers during this period to objectively measure moderate-to-vigorous physical activity (MVPA) and sedentary activity.

Results

Home was the most common physical context for EMA-reported physical and sedentary activity. Most of these activities occurred when participants were alone. When alone, the most commonly EMA-reported physical activity and sedentary activity was walking and reading/using computer, respectively. When in outdoor home locations (e.g., yard and driveway) women demonstrated higher levels of MVPA, whereas men demonstrated higher levels of MVPA when in outdoor park settings (ps < .05). Men but not women demonstrated higher levels of MVPA in settings with a greater degree of perceived greenness and vegetation (p < .05).

Conclusions

The current study shows how EMA via mobile phones and accelerometers can be combined to offer an innovative approach to assess the contexts of adults’ daily physical and sedentary activity. Future studies could consider utilizing this method in more representative samples to gather context-specific information to inform the development of physical activity interventions.

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References

  1. Warburton DE, Nicol CW, Bredin SS. Health benefits of physical activity: the evidence. CMAJ. 2006;174:801–9.

    Article  PubMed Central  PubMed  Google Scholar 

  2. Penedo FJ, Dahn JR. Exercise and well-being: a review of mental and physical health benefits associated with physical activity. Curr Opin Psychiatry. 2005;18:189–93.

    Article  PubMed  Google Scholar 

  3. Carlson SA, Janet EF, Charlotte AS, Fleetwood L. Trend and prevalence estimates based on the 2008 physical activity guidelines for Americans. Am J Prev Med. 2010;39:305–13.

    Article  PubMed  Google Scholar 

  4. Sallis JF, Owen N, Fisher EB. Ecological models of health behavior. In: Glanz K, Rimer BK, Viswanath K, editors. Health behavior and health education: theory, research, and practice. 4th ed. San Francisco: Jossey-Bass; 2008. p. 465–82.

    Google Scholar 

  5. Sallis JF, Bowles HR, Bauman A, Ainsworth BE, Bull FC, Craig CL, et al. Neighborhood environments and physical activity among adults in 11 countries. Am J Prev Med. 2009;36:484–90.

    Article  PubMed  Google Scholar 

  6. Ding D, Sallis JF, Kerr J, Lee S, Rosenberg DE. Neighborhood environment and physical activity among youth: a review. Am J Prev Med. 2011;41:442–55.

    Article  PubMed  Google Scholar 

  7. McCormack GR, Shiell A. In search of causality: a systematic review of the relationship between the built environment and physical activity among adults. Int J Behav Nutr Phys Act. 2011;8:125.

    Article  PubMed Central  PubMed  Google Scholar 

  8. Roux AVD, Mair C. Neighborhoods and health. In: Adler NE, Stewart J, editors. Biology of disadvantage: socioeconomic status and health. Malden: Wiley-Blackwell; 2010. p. 125–45.

    Google Scholar 

  9. Kwan MP. The uncertain geographic context problem. Ann Assoc Am Geogr. 2012;102:958–68.

    Article  Google Scholar 

  10. Inagami S, Cohen DA, Finch BK. Non-residential neighborhood exposures suppress neighborhood effects on self-rated health. Soc Sci Med. 2007;65:1779–91.

    Article  PubMed  Google Scholar 

  11. Black JL, Macinko J. Neighborhoods and obesity. Nutr Rev. 2008;66:2–20.

    Article  PubMed  Google Scholar 

  12. Wilks DC, Besson H, Lindroos AK, Ekelund U. Objectively measured physical activity and obesity prevention in children, adolescents and adults: a systematic review of prospective studies. Obes Rev. 2011;12:e119–29.

    Article  CAS  PubMed  Google Scholar 

  13. Giles-Corti B, Timperio A, Bull F, Pikora T. Understanding physical activity environmental correlates: increased specificity for ecological models. Exerc Sport Sci Rev. 2005;33:175–81.

    Article  PubMed  Google Scholar 

  14. Trost SG, Owen N, Bauman AE, Sallis JF, Brown W. Correlates of adults’ participation in physical activity: review and update. Med Sci Sports Exerc. 2002;32:1996–2001.

    Article  Google Scholar 

  15. Östlin P, Eckermann E, Mishra US, Nkowane M, Wallstam E. Gender and health promotion: a multisectoral policy approach. Health Promot Int. 2006;21 Suppl 1:25–35.

    Article  PubMed  Google Scholar 

  16. Lee YS. Gender differences in physical activity and walking among older adults. J Women Aging. 2005;17:55–70.

    Article  PubMed  Google Scholar 

  17. Brownson RC, Boehmer TK, Luke DA. Declining rates of physical activity in the United States: what are the contributors? Annu Rev Public Health. 2005;26:421–43.

    Article  PubMed  Google Scholar 

  18. Nomaguchi KM, Bianchi SM. Exercise time: gender differences in the effects of marriage, parenthood, and employment. J Marriage Fam. 2004;66:413–30.

    Article  Google Scholar 

  19. Azevedo MR, Araújo CLP, Reichert FF, Siqueira FV, Da Silva MC, Hallal PC. Gender differences in leisure-time physical activity. Int J Public Health. 2007;52:8–15.

    Article  PubMed Central  PubMed  Google Scholar 

  20. Dunton GF, Berrigan D, Ballard-Barbash R, Graubard BI, Atienza AA. Social and physical environments of sports and exercise reported among adults in the American Time Use Survey. Prev Med. 2008;47:519–24.

    Article  PubMed  Google Scholar 

  21. Smyth JM, Stone AA. Ecological momentary assessment research in behavioral medicine. J Happiness Stud. 2003;4:35–52.

    Article  Google Scholar 

  22. Patrick K, Griswold WG, Raab F, Intille SS. Health and the mobile phone. Am J Prev Med. 2008;35:177–81.

    Article  PubMed Central  PubMed  Google Scholar 

  23. Shiffman S, Stone AA, Hufford MR. Ecological momentary assessment. Annu Rev Clin Psychol. 2008;4:1–32.

    Article  PubMed  Google Scholar 

  24. Dunton GF, Atienza AA. The need for time-intensive information in healthful eating and physical activity research: a timely topic. J Am Diet Assoc. 2009;109:30–5.

    Article  PubMed  Google Scholar 

  25. Dunton GF, Liao Y, Intille S, Wolch J, Pentz MA. Physical and social contextual influences on children’s leisure-time physical activity: an Ecological Momentary Assessment study. J Phys Act Health. 2011;8:S103–8.

    PubMed  Google Scholar 

  26. Dunton GF, Kawabata K, Intille S, Wolch J, Pentz MA. Assessing the social and physical contexts of children’s leisure-time physical activity: an Ecological Momentary Assessment Study. Am J Health Promot. 2012;26:135–42.

    Article  PubMed  Google Scholar 

  27. Dunton GF, Liao Y, Intille S, Spruijt-Metz D, Pentz MA. Investigating children’s physical activity and sedentary behavior using Ecological Momentary Assessment with mobile phones. Obesity. 2012;19:1205–12.

    Article  Google Scholar 

  28. Liao Y, Intille S, Wolch J, Pentz MA, Dunton GF. Understanding the physical and social context of children’s non-school sedentary behavior: An Ecological Momentary Assessment study. J Phys Act Health. in press.

  29. Dunton GF, Liao Y, Kawabata K, Intille S. Momentary assessment of adults’ physical activity and sedentary behavior: feasibility and validity. Front Psychol. 2012;3:260.

    Article  PubMed Central  PubMed  Google Scholar 

  30. Troiano RP, Berrigan D, Dodd KW, Mâsse LC, Tilert T, McDowell M. Physical activity in the United States measured by accelerometer. Med Sci Sports and Exerc. 2008;40:181–8.

    Article  Google Scholar 

  31. Healy GN, Dunstan DW, Salmon J, Cerin E, Shaw JE, Zimmet PZ, et al. Breaks in sedentary time beneficial associations with metabolic risk. Diabetes Care. 2008;31:661–6.

    Article  PubMed  Google Scholar 

  32. Saffer H, Dave DM, Grossman M. Racial, ethnic and gender differences in physical activity (No. w17413). National Bureau of Economic Research, 2011.

  33. Floyd MF, Spengler JO, Maddock JE, Gobster PH, Suau LJ. Park-based physical activity in diverse communities of two US cities: an observational study. Am J Prev Med. 2008;34:299–305.

    Article  PubMed  Google Scholar 

  34. Ogden CL, Yanovski SZ, Carroll MD, Flegal KM. The epidemiology of obesity. Gastroenterology. 2007;132:2087–102.

    Article  PubMed  Google Scholar 

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Acknowledgments

This research was funded by American Cancer Society 118283-MRSGT-10-012-01-CPPB (Dunton, P. I). The authors thank Jennifer Beaudin, S. M. of the Massachusetts Institute of Technology for programming the Ecological Momentary Assessment (EMA) protocols used in this study and making modifications to the MyExperience tool. The authors would also like to thank Eleanor Tate, M.A. of the University of Southern California for her editorial edits.

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Correspondence to Yue Liao.

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Liao, Y., Intille, S.S. & Dunton, G.F. Using Ecological Momentary Assessment to Understand Where and With Whom Adults’ Physical and Sedentary Activity Occur. Int.J. Behav. Med. 22, 51–61 (2015). https://doi.org/10.1007/s12529-014-9400-z

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  • DOI: https://doi.org/10.1007/s12529-014-9400-z

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