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An analysis of the determinants of children’s weekend physical activity participation

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Abstract

This paper examines the out-of-home, weekend, time-use patterns of children aged 5–17 years, with a specific emphasis on their physical activity participation. The impact of several types of factors, including individual and household demographics, neighborhood demographics, built environment characteristics, and activity day variables, on physical activity participation is analyzed using a joint nested multiple discrete–continuous extreme value-binary choice model. The sample for analysis is drawn from the 2000 San Francisco Bay Area Travel Survey. The model developed in the paper can be used to assess the impacts of changing demographics and built environment characteristics on children’s physical activity levels.

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References

  • Arentze, T., Timmermans, H.: Multistate supernetwork approach to modeling multi-activity, multimodal trip chains. Int. J. Geogr. Inform. Sci. 18(7), 631–651 (2004)

    Article  Google Scholar 

  • Bhat, C.R.: Simulation estimation of mixed discrete choice models using randomized and scrambled Halton sequences. Transport. Res. Part B 37(9), 837–855 (2003)

    Article  Google Scholar 

  • Bhat, C.R.: A multiple discrete–continuous extreme value model: formulation and application to discretionary time-use decisions. Transport. Res. Part B 39(8), 679–707 (2005)

    Article  Google Scholar 

  • Bhat, C.R., Guo, J.Y.: A comprehensive analysis of built environment characteristics on household residential choice and auto ownership levels. Technical paper, Department of Civil Engineering, The University of Texas at Austin (2005)

  • Bhat, C.R., Koppelman, F.S.: A retrospective and prospective survey of time-use research. Transportation 26(2), 119–139 (1999)

    Article  Google Scholar 

  • Bhat, C.R., Srinivasan, S., Sen, S.: A joint model for the perfect and imperfect substitute goods case: application to activity time-use decisions. Transport. Res. Part B (2006, forthcoming)

  • Bhat, C.R., Guo, J.Y., Srinivasan, S., Sivakumar, A.: Comprehensive econometric microsimulator for daily activity–travel patterns. Transport. Res. Rec. 1894, 57–66 (2004)

    Article  Google Scholar 

  • Black, C., Collins, A., Snell, M.: Encouraging walking: the case of journey-to-school trip in compact urban areas. Urban Stud. 38(7), 1121–1141 (2001)

    Article  Google Scholar 

  • CDC: Youth risk behavior surveillance – United States, 2001. Morbid. Mortal. Weekly Rep. Surveillance Summaries 51(SS-4), June 28 (2002)

    Google Scholar 

  • CDC: Physical activity levels among children aged 9–13 years – United States, 2002. Morbid. Mortal. Weekly Rep. 52(33), 785–788 (2003)

    Google Scholar 

  • CDC: Physical activity and good nutrition: essential elements to prevent chronic diseases and obesity 2005. CDC At A Glance. Online at http://www.cdc.gov/nccdphp/aag/aag_dnpa.htm Accessed on July 11, 2005

  • Clifton, K.J.: Independent mobility among teenagers: an exploration of travel to after-school activities. Presented at the 82nd Annual Meeting of the Transportation Research Board, Washington, DC (2003)

  • Copperman, R.B., and Bhat, C.R.: An analysis of the determinants of children’s weekend physical activity participation. Technical paper, Department of Civil Engineering, The University of Texas at Austin, July 2005. Online at http://www.ce.utexas.edu/prof/bhat/ABSTRACTS/MDCEV_Physical_Activity_unabridged_July05.pdf

  • DiGuiseppi, C., Roberts, I., Li, L., Allen, D.: Determinants of car travel on daily journeys to school: cross sectional survey of primary school children. Br. Med. J. 316, 1426–1428 (1998)

    Google Scholar 

  • EPA (2003) Travel and environmental implications of school siting. EPA-231-R-03-004. Washington, DC

  • Ewing, R., Schmid, T., Killingsworth, R., Zlot, A., Raudenbush, T.: Relationship between urban sprawl and physical activity, obesity, and morbidity. Am. J. Health Promot. 18(1), 47–57 (2003)

    Google Scholar 

  • Garcia, A.W., Broda, M.A., Frenn, M., Coviak, C., Pender, N.J., Ronis, D.L.: Gender and developmental differences in exercise beliefs among youth and prediction of their exercise behavior. J. School Health 65, 213–219 (1995)

    Article  Google Scholar 

  • Gordon-Larsen, P., McMurray, R.G., Popkin, B.M.: Determinants of adolescent physical activity and inactivity patterns. Pediatrics 105(6), e83 (2000)

    Article  Google Scholar 

  • Handy, S.L.: Community design and physical activity: what do we know? – and what DON’T we know? Presented at the National Institute of Environmental Health Sciences conference on “Obesity and the Built Environment: Improving Public Health through Community Design,” Washington, DC, (May 2004)

  • Handy, S.L., Boarnet, M.G., Ewing, R., Killingsworth, R.E.: How the built environment affects physical activity: views from urban planning. Am. J. Prevent. Med. 23, 64–73 (2002)

    Article  Google Scholar 

  • Hoefer, W.R., McKenzie, T.L., Sallis, J.F., Marshall, S.J., Conway, T.L.: Parental provision of transportation for adolescent physical activity. Am. J. Prevent. Med. 21, 48–51 (2001)

    Article  Google Scholar 

  • InfoUSA (2004) infoUSA: Sales Solutions. Online at http://www.infousa.com/

  • Kim, J., Allenby, G.M., and Rossi, P.E.: Modeling consumer demand for variety. Market. Sci. 21, 229–250 (2002)

    Article  Google Scholar 

  • Kitamura, R.: Serve passenger trips as a determinant of travel behaviour. In: Carpenter, S., Jones, P.M. (eds.) Recent Advances in Travel Demand. Gower, Aldershot, UK (1983)

    Google Scholar 

  • Lockwood, A., Srinivasan, S., Bhat, C.R.: An exploratory analysis of weekend activity patterns in the San Francisco Bay area. Transport Res Rec 1926, 70–78 (2005)

  • Martin-Diener, E., Sauter, D.: Walking and cycling behaviour of children, adolescents and young adults in Switzerland. Paper presented at Walk21-VI “Everyday Walking Culture”, The 6th International Conference on Walking in the 21st Century, September 22–23, 2005, Zurich, Switzerland (2005)

  • McMillan, T.E.: The influence of urban form on a child’s trip to school. Paper presented at the Association of Collegiate Schools of Planning Annual Conference, Baltimore (2002)

  • MORPACE International, Inc.: Bay Area Travel Survey Final Report (March 2002). ftp://ftp. abag.ca.gov/pub/mtc/planning/BATS/BATS2000/

  • Pate, R.R., Pratt, M., Blair, S.N., Haskell, W.L., Macera, C.A., Bouchard, C. et al.: Physical activity and public health: a recommendation from the Centers for Disease Control and Prevention and the American College of Sports Medicine. J. Am. Med. Assoc. 273(5), 402–407 (1995)

    Article  Google Scholar 

  • Pucher, J., Dijkstra, L.: Promoting safe walking and cycling to improve public health: lessons from the Netherlands and Germany. Am. J. Public Health 93(9), 1509–1516 (2003)

    Article  Google Scholar 

  • Sallis, J.F., Prochaska, J.J., Taylor, W.C.: A review of correlates of physical activity of children and adolescents. Med. Sci. Sports Exer. 32(5), 963–975 (2000)

    Article  Google Scholar 

  • Sallis, J.F., Frank, L.D., Saelens, B.E., Kraft, M.K.: Active transportation and physical activity: opportunities for collaboration on transportation and public health research. Transport. Res. Part A 38, 249–268 (2004)

    Google Scholar 

  • Sallis, J.F., Nader, P.R., Bryoles, S.L., Berry, C.C., Elder, J.P., McKenzie, T.L., Nelson, J.A.: Correlates of physical activity at home in Mexican-American and Anglo-American preschool children. Health Psychol. 12, 390–398 (1993)

    Article  Google Scholar 

  • Scottish Executive: Review of research on school travel. Transport. Res. Ser. (2002)

  • Shephard, R.J., Jequier, J.C., Lavallee, H., LaBarre, R., Rajic, M.: Habitual physical activity: effects of sex, milieu, season, and required activity. J. Sports Med. Phys. Fit. 20, 55–66 (1980)

    Google Scholar 

  • Sivakumar, A., Bhat, C.R., Ökten, G.: Simulation estimation of mixed discrete choice models with the use of randomized quasi-Monte Carlo sequences: a comparative study. Transport. Res. Rec. 1921, 112–122 (2005)

    Article  Google Scholar 

  • Transportation Research Board and Institute of Medicine: Does the built environment influence physical activity? Examining the evidence. TRB Special Rep. 282 (2005)

  • USDHHS: Physical Activity and Health: A Report of the Surgeon General. USDHHS, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Atlanta, Ga (1996)

    Google Scholar 

  • Vovsha, P., Peterson, E., Donnelly, R.: Impact of intra-household interactions in individual daily activity–travel patterns. Presented at the 83rd Annual Meeting of the Transportation Research Board, Washington, DC (2004)

  • Zakarian, J.M., Hovell, M.F., Hofstetter, C.R., Sallis, J.F., Keating, K.J.: Correlates of vigorous exercise in a predominantly low SES and minority high school population. Prevent. Med. 23, 314–321 (1994)

    Article  Google Scholar 

  • Zwerts, E., Wets, G.: Children’s travel behavior: a world of difference. Presented at the 85th Annual Meeting of the Transportation Research Board, Washington, DC (2006)

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Acknowledgements

The authors appreciate the valuable comments of three anonymous reviewers on an earlier version of the paper. The authors also acknowledge Jessica Guo’s help in compiling the spatial variables, Elizabeth Sall’s efforts in acquiring the business database used for this research, and Lisa Macias’s assistance in typesetting and formatting this document. The second author would also like to acknowledge the support of his family in undertaking this research.

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Correspondence to Chandra R. Bhat.

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Copperman, R.B., Bhat, C.R. An analysis of the determinants of children’s weekend physical activity participation. Transportation 34, 67–87 (2007). https://doi.org/10.1007/s11116-006-0005-5

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