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A Time-Based Objective Measure of Exposure to the Food Environment

Author

Listed:
  • Jason Y. Scully

    (Department of Planning and Public Administration, Eastern Washington University, 668 N Riverpoint Blvd, Suite A, Spokane, WA 99202, USA)

  • Anne Vernez Moudon

    (The Urban Form Lab, University of Washington, Seattle, WA 98195, USA)

  • Philip M. Hurvitz

    (The Urban Form Lab, University of Washington, Seattle, WA 98195, USA)

  • Anju Aggarwal

    (Center for Public Health Nutrition, University of Washington, Seattle, WA 98105, USA)

  • Adam Drewnowski

    (Center for Public Health Nutrition, University of Washington, Seattle, WA 98105, USA)

Abstract

Exposure to food environments has mainly been limited to counting food outlets near participants’ homes. This study considers food environment exposures in time and space using global positioning systems (GPS) records and fast food restaurants (FFRs) as the environment of interest. Data came from 412 participants (median participant age of 45) in the Seattle Obesity Study II who completed a survey, wore GPS receivers, and filled out travel logs for seven days. FFR locations were obtained from Public Health Seattle King County and geocoded. Exposure was conceptualized as contact between stressors (FFRs) and receptors (participants’ mobility records from GPS data) using four proximities: 21 m, 100 m, 500 m, and ½ mile. Measures included count of proximal FFRs, time duration in proximity to ≥1 FFR, and time duration in proximity to FFRs weighted by FFR counts. Self-reported exposures (FFR visits) were excluded from these measures. Logistic regressions tested associations between one or more reported FFR visits and the three exposure measures at the four proximities. Time spent in proximity to an FFR was associated with significantly higher odds of FFR visits at all proximities. Weighted duration also showed positive associations with FFR visits at 21-m and 100-m proximities. FFR counts were not associated with FFR visits. Duration of exposure helps measure the relationship between the food environment, mobility patterns, and health behaviors. The stronger associations between exposure and outcome found at closer proximities (<100 m) need further research.

Suggested Citation

  • Jason Y. Scully & Anne Vernez Moudon & Philip M. Hurvitz & Anju Aggarwal & Adam Drewnowski, 2019. "A Time-Based Objective Measure of Exposure to the Food Environment," IJERPH, MDPI, vol. 16(7), pages 1-14, April.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:7:p:1180-:d:219150
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    References listed on IDEAS

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    1. Mooney, S.J. & Sheehan, D.M. & Zulaika, G. & Rundle, A.G. & McGill, K. & Behrooz, M.R. & Lovasi, G.S., 2016. "Quantifying distance overestimation from global positioning system in urban spaces," American Journal of Public Health, American Public Health Association, vol. 106(4), pages 651-653.
    2. Forsyth, Ann & Lytle, Leslie & Van Riper, David, 2010. "Finding food: Issues and challenges in using Geographic Information Systems (GIS) to measure food access," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 3(1), pages 43-65.
    3. Lorna K. Fraser & Kimberly L. Edwards & Janet Cade & Graham P. Clarke, 2010. "The Geography of Fast Food Outlets: A Review," IJERPH, MDPI, vol. 7(5), pages 1-19, May.
    4. David M. Levtnson & Ajay Kumar, 1997. "Density and the Journey to Work," Growth and Change, Wiley Blackwell, vol. 28(2), pages 147-172, March.
    5. Brusilovskiy, Eugene & Klein, Louis A. & Salzer, Mark S., 2016. "Using global positioning systems to study health-related mobility and participation," Social Science & Medicine, Elsevier, vol. 161(C), pages 134-142.
    6. Drewnowski, A. & Aggarwal, A. & Hurvitz, P.M. & Monsivais, P. & Moudon, A.V., 2012. "Obesity and supermarket access: Proximity or price?," American Journal of Public Health, American Public Health Association, vol. 102(8), pages 74-80.
    7. Ashe, M. & Jernigan, D. & Kline, R. & Galaz, R., 2003. "Land Use Planning and the Control of Alcohol, Tobacco, Firearms, and Fast Food Restaurants," American Journal of Public Health, American Public Health Association, vol. 93(9), pages 1404-1408.
    8. Spielman, Seth E. & Yoo, Eun-hye, 2009. "The spatial dimensions of neighborhood effects," Social Science & Medicine, Elsevier, vol. 68(6), pages 1098-1105, March.
    9. Chambers, T. & Pearson, A.L. & Kawachi, I. & Rzotkiewicz, Z. & Stanley, J. & Smith, M. & barr, M. & Ni Mhurchu, C. & Signal, L., 2017. "Kids in space: Measuring children's residential neighborhoods and other destinations using activity space GPS and wearable camera data," Social Science & Medicine, Elsevier, vol. 193(C), pages 41-50.
    10. Zenk, S.N. & Schulz, A.J. & Israel, B.A. & James, S.A. & Bao, S. & Wilson, M.L., 2005. "Neighborhood racial composition, neighborhood poverty, and the spatial accessibility of supermarkets in metropolitan Detroit," American Journal of Public Health, American Public Health Association, vol. 95(4), pages 660-667.
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    1. Bernardo García Bulle Bueno & Abigail L. Horn & Brooke M. Bell & Mohsen Bahrami & Burçin Bozkaya & Alex Pentland & Kayla Haye & Esteban Moro, 2024. "Effect of mobile food environments on fast food visits," Nature Communications, Nature, vol. 15(1), pages 1-11, December.

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