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Physical Activity in the Daily Life of Adolescents: Factors Affecting Healthy Choices from a Discrete Choice Experiment

Author

Listed:
  • Sabina De Rosis

    (Management and Healthcare Laboratory, Institute of Management and Department EMbeDS, Scuola Superiore Sant’Anna, 56127 Pisa, Italy)

  • Ilaria Corazza

    (Management and Healthcare Laboratory, Institute of Management and Department EMbeDS, Scuola Superiore Sant’Anna, 56127 Pisa, Italy)

  • Francesca Pennucci

    (Management and Healthcare Laboratory, Institute of Management and Department EMbeDS, Scuola Superiore Sant’Anna, 56127 Pisa, Italy)

Abstract

Physical activity improves peoples’ well-being and can help in preventing weight gain, obesity, and related non-communicable diseases. Promoting healthy behaviors in the daily travels and transport choices of adolescents is very important in early establishing healthy habits that imply routine physical activity. For designing and developing effective strategies, it is relevant to study adolescents’ preferences for physical activity and what factors in the social and environmental contexts affect their preferences. The paper investigates these aspects by means of a discrete choice experiment, using data from more than 4300 16–17 year-old adolescents in Italy. The results show that adolescents generally prefer walking for long time alone. However, females prefer cycling, while adolescents from lower educated families prefer motorized means of transport. Environmental factors affect the adolescents’ preferences: living nearby a green area is associated with more active and healthier choices in their short daily travels. Conversely, adolescents living closer to an industrial or high traffic area prefer to use motorized vehicles. Such findings have been discussed and policy implications presented, in order to support policymakers in designing cross-sectoral policies to promote healthy choices related to physical activity in adolescence.

Suggested Citation

  • Sabina De Rosis & Ilaria Corazza & Francesca Pennucci, 2020. "Physical Activity in the Daily Life of Adolescents: Factors Affecting Healthy Choices from a Discrete Choice Experiment," IJERPH, MDPI, vol. 17(18), pages 1-23, September.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:18:p:6860-:d:416215
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    References listed on IDEAS

    as
    1. Emily Lancsar & Jordan Louviere, 2008. "Conducting Discrete Choice Experiments to Inform Healthcare Decision Making," PharmacoEconomics, Springer, vol. 26(8), pages 661-677, August.
    2. Diana, Marco & Pronello, Cristina, 2010. "Traveler segmentation strategy with nominal variables through correspondence analysis," Transport Policy, Elsevier, vol. 17(3), pages 183-190, May.
    3. Kabindra Regmi & Dinesh Kaphle & Sabina Timilsina & Nik Annie Afiqah Tuha, 2018. "Application of Discrete-Choice Experiment Methods in Tobacco Control: A Systematic Review," PharmacoEconomics - Open, Springer, vol. 2(1), pages 5-17, March.
    4. Esther W. de Bekker‐Grob & Mandy Ryan & Karen Gerard, 2012. "Discrete choice experiments in health economics: a review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 145-172, February.
    5. Mangold, W. Glynn & Smith, Katherine Taken, 2012. "Selling to Millennials with online reviews," Business Horizons, Elsevier, vol. 55(2), pages 141-153.
    6. Sallis, James F. & Frank, Lawrence D. & Saelens, Brian E. & Kraft, M. Katherine, 2004. "Active transportation and physical activity: opportunities for collaboration on transportation and public health research," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(4), pages 249-268, May.
    7. William A. Brock & Steven N. Durlauf, 2001. "Discrete Choice with Social Interactions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(2), pages 235-260.
    8. Shiftan, Yoram & Outwater, Maren L. & Zhou, Yushuang, 2008. "Transit market research using structural equation modeling and attitudinal market segmentation," Transport Policy, Elsevier, vol. 15(3), pages 186-195, May.
    9. Binder, Martin & Blankenberg, Ann-Kathrin, 2017. "Green lifestyles and subjective well-being: More about self-image than actual behavior?," Journal of Economic Behavior & Organization, Elsevier, vol. 137(C), pages 304-323.
    10. Simons, Dorien & Clarys, Peter & De Bourdeaudhuij, Ilse & de Geus, Bas & Vandelanotte, Corneel & Deforche, Benedicte, 2014. "Why do young adults choose different transport modes? A focus group study," Transport Policy, Elsevier, vol. 36(C), pages 151-159.
    11. Chiara Seghieri & Alessandro Mengoni & Sabina Nuti, 2014. "Applying discrete choice modelling in a priority setting: an investigation of public preferences for primary care models," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(7), pages 773-785, September.
    12. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    13. Jacinto García-Fernández & José Rafael González-López & Ángel Vilches-Arenas & María de las Mercedes Lomas-Campos, 2019. "Determinants of Physical Activity Performed by Young Adults," IJERPH, MDPI, vol. 16(21), pages 1-11, October.
    14. Korcz Agata & Makama Andries Monyeki, 2018. "Association Between Sport Participation, Body Composition, Physical Fitness, and Social Correlates Among Adolescents: The PAHL Study," IJERPH, MDPI, vol. 15(12), pages 1-16, December.
    15. Kalamas, Maria & Cleveland, Mark & Laroche, Michel, 2014. "Pro-environmental behaviors for thee but not for me: Green giants, green Gods, and external environmental locus of control," Journal of Business Research, Elsevier, vol. 67(2), pages 12-22.
    16. Adela Hruby & Frank Hu, 2015. "The Epidemiology of Obesity: A Big Picture," PharmacoEconomics, Springer, vol. 33(7), pages 673-689, July.
    17. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    18. Rose, J. & Hensher, D. A., 2004. "Modelling agent interdependency in group decision making," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(1), pages 63-79, January.
    19. Kamargianni, Maria & Dubey, Subodh & Polydoropoulou, Amalia & Bhat, Chandra, 2015. "Investigating the subjective and objective factors influencing teenagers’ school travel mode choice – An integrated choice and latent variable model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 473-488.
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