IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i17p3116-d261380.html
   My bibliography  Save this article

Critical Hours and Important Environments: Relationships between Afterschool Physical Activity and the Physical Environment Using GPS, GIS and Accelerometers in 10–12-Year-Old Children

Author

Listed:
  • Teun Remmers

    (School of Sport Studies, Fontys University of Applied Sciences, 5644 HZ Eindhoven, The Netherlands
    CAPHRI Care and Public Health Research Institute, Department of Epidemiology, Maastricht University (Medical Center+), 6200 MD Maastricht, The Netherlands)

  • Carel Thijs

    (CAPHRI Care and Public Health Research Institute, Department of Epidemiology, Maastricht University (Medical Center+), 6200 MD Maastricht, The Netherlands)

  • Dick Ettema

    (Department of Human Geography and Planning, Utrecht University, 3584 CS Utrecht, The Netherlands)

  • Sanne de Vries

    (Research Group Healthy Lifestyle in a Supporting Environment, The Hague University of Applied Sciences, 2533 SR The Hague, The Netherlands)

  • Menno Slingerland

    (School of Sport Studies, Fontys University of Applied Sciences, 5644 HZ Eindhoven, The Netherlands)

  • Stef Kremers

    (NUTRIM School for Nutrition and Translational Research in Metabolism, Department of Health Promotion, Maastricht University (Medical Center+), 6200 MD Maastricht, The Netherlands)

Abstract

Introduction: The objective of this study was to assess relationships between children’s physical environment and afterschool leisure time physical activity (PA) and active transport. Methods: Children aged 10–12 years participated in a 7-day accelerometer and Global Positioning Systems (GPS) protocol. Afterschool leisure time PA and active transport were identified based on location- and speed-algorithms based on accelerometer, GPS and Geospatial Information Systems (GIS) data. We operationalized children’s exposure to the environment by combining home, school and the daily transport environment in individualized daily activity-spaces. Results: In total, 255 children from 20 Dutch primary schools from suburban areas provided valid data. This study showed that greenspaces and smaller distances from the children’s home to school were associated with afterschool leisure time PA and walking. Greater distances between home and school, as well as pedestrian infrastructure were associated with increased cycling. Conclusion: We demonstrated associations between environments and afterschool PA within several behavioral contexts. Future studies are encouraged to target specific behavioral domains and to develop natural experiments based on interactions between several types of the environment, child characteristics and potential socio-cognitive processes.

Suggested Citation

  • Teun Remmers & Carel Thijs & Dick Ettema & Sanne de Vries & Menno Slingerland & Stef Kremers, 2019. "Critical Hours and Important Environments: Relationships between Afterschool Physical Activity and the Physical Environment Using GPS, GIS and Accelerometers in 10–12-Year-Old Children," IJERPH, MDPI, vol. 16(17), pages 1-20, August.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:17:p:3116-:d:261380
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/17/3116/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/16/17/3116/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dong, Xiaojing & Ben-Akiva, Moshe E. & Bowman, John L. & Walker, Joan L., 2006. "Moving from trip-based to activity-based measures of accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(2), pages 163-180, February.
    2. Noreen McDonald, 2008. "Children’s mode choice for the school trip: the role of distance and school location in walking to school," Transportation, Springer, vol. 35(1), pages 23-35, January.
    3. Maarten van Ham & William A V Clark, 2009. "Neighbourhood Mobility in Context: Household Moves and Changing Neighbourhoods in the Netherlands," Environment and Planning A, , vol. 41(6), pages 1442-1459, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pablo Campos-Garzón & Javier Sevil-Serrano & Yaira Barranco-Ruíz & Palma Chillón, 2020. "Objective Measures to Assess Active Commuting Physical Activity to School in Young People: A Systematic Review Protocol and Practical Considerations," IJERPH, MDPI, vol. 17(16), pages 1-10, August.
    2. Giovanna Cilluffo & Giuliana Ferrante & Salvatore Fasola & Velia Malizia & Laura Montalbano & Andrea Ranzi & Chiara Badaloni & Giovanni Viegi & Stefania La Grutta, 2022. "Association between Asthma Control and Exposure to Greenness and Other Outdoor and Indoor Environmental Factors: A Longitudinal Study on a Cohort of Asthmatic Children," IJERPH, MDPI, vol. 19(1), pages 1-14, January.
    3. Cameron M. Gee & Brianna T. Tsui & Kathleen A. Martin Ginis & Erica V. Bennett & Kelly P. Arbour-Nicitopoulos & Christine Voss, 2024. "Using Qualitative Geospatial Methods to Explore Physical Activity in Children with Developmental Disabilities: A Feasibility Study," Disabilities, MDPI, vol. 4(4), pages 1-16, October.
    4. Anne Kelso & Anne K Reimers & Karim Abu-Omar & Kathrin Wunsch & Claudia Niessner & Hagen Wäsche & Yolanda Demetriou, 2021. "Locations of Physical Activity: Where Are Children, Adolescents, and Adults Physically Active? A Systematic Review," IJERPH, MDPI, vol. 18(3), pages 1-35, January.
    5. Patricia Gálvez-Fernández & Manuel Herrador-Colmenero & Pablo Campos-Garzón & Daniel Molina-Soberanes & Romina Gisele Saucedo-Araujo & María Jesús Aranda-Balboa & Amador Jesús Lara-Sánchez & Víctor Se, 2022. "Convergent Validation of a Self-Reported Commuting to and from School Diary in Spanish Adolescents," IJERPH, MDPI, vol. 20(1), pages 1-15, December.
    6. Joost van Hoof & Deirdre M. Beneken genaamd Kolmer & Erwin de Vlugt & Sanne I. de Vries, 2019. "Quality of Life: The Interplay between Human Behaviour, Technology and the Environment," IJERPH, MDPI, vol. 16(24), pages 1-7, December.
    7. Dave H.H. Van Kann & Anoek M. Adank & Martin L. van Dijk & Teun Remmers & Steven B. Vos, 2019. "Disentangling Physical Activity and Sedentary Behavior Patterns in Children with Low Motor Competence," IJERPH, MDPI, vol. 16(20), pages 1-11, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sanne Boschman & Maarten van Ham, 2015. "Neighbourhood selection of non-Western ethnic minorities: testing the own-group effects hypothesis using a conditional logit model," Environment and Planning A, , vol. 47(5), pages 1155-1174, May.
    2. Matthieu Permentier & Maarten van Ham & Gideon Bolt, 2009. "Neighbourhood Reputation and the Intention to Leave the Neighbourhood," Environment and Planning A, , vol. 41(9), pages 2162-2180, September.
    3. Martens, Karel & Golub, Aaron & Robinson, Glenn, 2012. "A justice-theoretic approach to the distribution of transportation benefits: Implications for transportation planning practice in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(4), pages 684-695.
    4. Lois, David & López-Sáez, Mercedes, 2009. "The relationship between instrumental, symbolic and affective factors as predictors of car use: A structural equation modeling approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(9-10), pages 790-799, November.
    5. van Ham, Maarten & Williamson, Lee & Feijten, Peteke & Boyle, Paul, 2010. "Right to Buy… Time to Move? Investigating the Effect of the Right to Buy on Moving Behaviour in the UK," IZA Discussion Papers 5115, Institute of Labor Economics (IZA).
    6. Naqavi, Fatemeh & Sundberg, Marcus & Västberg, Oskar Blom & Karlström, Anders & Hugosson, Muriel Beser, 2023. "Mobility constraints and accessibility to work: Application to Stockholm," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
    7. Saeed Esmaeli & Kayvan Aghabayk & Nirajan Shiwakoti, 2024. "Measuring the Effect of Built Environment on Students’ School Trip Method Using Neighborhood Environment Walkability Scale," Sustainability, MDPI, vol. 16(5), pages 1-15, February.
    8. Maria Teresa Borzacchiello & Peter Nijkamp & Eric Koomen, 2010. "Accessibility and Urban Development: A Grid-Based Comparative Statistical Analysis of Dutch Cities," Environment and Planning B, , vol. 37(1), pages 148-169, February.
    9. Bocarejo S., Juan Pablo & Oviedo H., Daniel Ricardo, 2012. "Transport accessibility and social inequities: a tool for identification of mobility needs and evaluation of transport investments," Journal of Transport Geography, Elsevier, vol. 24(C), pages 142-154.
    10. Stewart, Orion & Vernez Moudon, Anne & Claybrooke, Charlotte, 2012. "Common ground: Eight factors that influence walking and biking to school," Transport Policy, Elsevier, vol. 24(C), pages 240-248.
    11. Bhat, Chandra R. & Pinjari, Abdul R. & Dubey, Subodh K. & Hamdi, Amin S., 2016. "On accommodating spatial interactions in a Generalized Heterogeneous Data Model (GHDM) of mixed types of dependent variables," Transportation Research Part B: Methodological, Elsevier, vol. 94(C), pages 240-263.
    12. Wang, Yihong & Correia, Gonçalo Homem de Almeida & de Romph, Erik & Timmermans, H.J.P., 2017. "Using metro smart card data to model location choice of after-work activities: An application to Shanghai," Journal of Transport Geography, Elsevier, vol. 63(C), pages 40-47.
    13. Broberg, Anna & Sarjala, Satu, 2015. "School travel mode choice and the characteristics of the urban built environment: The case of Helsinki, Finland," Transport Policy, Elsevier, vol. 37(C), pages 1-10.
    14. Wang, Fenglong & Mao, Zidan & Wang, Donggen, 2020. "Residential relocation and travel satisfaction change: An empirical study in Beijing, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 341-353.
    15. Mouhcine Guettabi & Abdul Munasib, 2014. "Urban Sprawl, Obesogenic Environment, And Child Weight," Journal of Regional Science, Wiley Blackwell, vol. 54(3), pages 378-401, June.
    16. Rezaei, Nazanin & Todd-Blick, Annika & Fujita, K. Sydny & Popovich, Natalie & Needell, Zachary & Poliziani, Cristian & Caicedo, Juan David & Guirado, Carlos & Spurlock, C. Anna, 2024. "At the nexus of equity and transportation modeling: Assessing accessibility through the Individual Experienced Utility-Based Synthesis (INEXUS) metric," Journal of Transport Geography, Elsevier, vol. 115(C).
    17. Moyano, Amparo & Martínez, Héctor S. & Coronado, José M., 2018. "From network to services: A comparative accessibility analysis of the Spanish high-speed rail system," Transport Policy, Elsevier, vol. 63(C), pages 51-60.
    18. Blom Västberg, Oskar & Karlström, Anders & Jonsson, Daniel & Sundberg, Marcus, 2016. "Including time in a travel demand model using dynamic discrete choice," MPRA Paper 75336, University Library of Munich, Germany, revised 11 Nov 2016.
    19. Robert J. Noonan & Lynne M. Boddy & Zoe R. Knowles & Stuart J. Fairclough, 2017. "Fitness, Fatness and Active School Commuting among Liverpool Schoolchildren," IJERPH, MDPI, vol. 14(9), pages 1-12, August.
    20. Ahuja, Richa & Tiwari, Geetam, 2021. "Evolving term “accessibility” in spatial systems: Contextual evaluation of indicators," Transport Policy, Elsevier, vol. 113(C), pages 4-11.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:16:y:2019:i:17:p:3116-:d:261380. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.