IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0145128.html
   My bibliography  Save this article

Exploring the Potential of a School Impact on Pupil Weight Status: Exploratory Factor Analysis and Repeat Cross-Sectional Study of the National Child Measurement Programme

Author

Listed:
  • Andrew James Williams
  • Katrina M Wyatt
  • Craig A Williams
  • Stuart Logan
  • William E Henley

Abstract

Schools are common sites for obesity prevention interventions. Although many theories suggest that the school context influences weight status, there has been little empirical research. The objective of this study was to explore whether features of the school context were consistently and meaningfully associated with pupil weight status (overweight or obese). Exploratory factor analysis of routinely collected data on 319 primary schools in Devon, England, was used to identify possible school-based contextual factors. Repeated cross-sectional multilevel analysis of five years (2006/07-2010/11) of data from the National Child Measurement Programme was then used to test for consistent and meaningful associations. Four school-based contextual factors were derived which ranked schools according to deprivation, location, resource and prioritisation of physical activity. None of which were meaningfully and consistently associated with pupil weight status, across the five years. The lack of consistent associations between the factors and pupil weight status suggests that the school context is not inherently obesogenic. In contrast, incorporating findings from education research indicates that schools may be equalising weight status, and obesity prevention research, policy and practice might need to address what is happening outside schools and particularly during the school holidays.

Suggested Citation

  • Andrew James Williams & Katrina M Wyatt & Craig A Williams & Stuart Logan & William E Henley, 2015. "Exploring the Potential of a School Impact on Pupil Weight Status: Exploratory Factor Analysis and Repeat Cross-Sectional Study of the National Child Measurement Programme," PLOS ONE, Public Library of Science, vol. 10(12), pages 1-23, December.
  • Handle: RePEc:plo:pone00:0145128
    DOI: 10.1371/journal.pone.0145128
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0145128
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0145128&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0145128?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Anderson, Patricia M. & Butcher, Kristin F. & Cascio, Elizabeth U. & Schanzenbach, Diane Whitmore, 2011. "Is being in school better? The impact of school on children's BMI when starting age is endogenous," Journal of Health Economics, Elsevier, vol. 30(5), pages 977-986.
    2. Harvey Goldstein & Michael J. R. Healy, 1995. "The Graphical Presentation of a Collection of Means," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 158(1), pages 175-177, January.
    3. Miyazaki, Yasuo & Stack, Maria, 2015. "Examining individual and school characteristics associated with child obesity using a multilevel growth model," Social Science & Medicine, Elsevier, vol. 128(C), pages 57-66.
    4. Macintyre, Sally & Ellaway, Anne & Cummins, Steven, 2002. "Place effects on health: how can we conceptualise, operationalise and measure them?," Social Science & Medicine, Elsevier, vol. 55(1), pages 125-139, July.
    5. Von Hippel, P.T. & Powell, B. & Downey, D.B. & Rowland, N.J., 2007. "The effect of school on overweight in childhood: Gain in body mass index during the school year and during summer vacation," American Journal of Public Health, American Public Health Association, vol. 97(4), pages 696-702.
    6. Procter, Kimberley L. & Rudolf, Mary C. & Feltbower, Richard G. & Levine, Ronnie & Connor, Anne & Robinson, Michael & Clarke, Graham P., 2008. "Measuring the school impact on child obesity," Social Science & Medicine, Elsevier, vol. 67(2), pages 341-349, July.
    Full references (including those not matched with items on IDEAS)

    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. Levasseur, Pierre, 2022. "School starting age and nutritional outcomes: Evidence from Brazil," Economics & Human Biology, Elsevier, vol. 45(C).
    2. Chang, Chaeyoung & Jung, Haeil, 2017. "The role of formal schooling on weight in young children," Children and Youth Services Review, Elsevier, vol. 82(C), pages 1-12.
    3. Evans, Clare R. & Onnela, Jukka-Pekka & Williams, David R. & Subramanian, S.V., 2016. "Multiple contexts and adolescent body mass index: Schools, neighborhoods, and social networks," Social Science & Medicine, Elsevier, vol. 162(C), pages 21-31.
    4. Jo, Young, 2014. "What money can buy: Family income and childhood obesity," Economics & Human Biology, Elsevier, vol. 15(C), pages 1-12.
    5. David Consolazio & Annemarie Koster & Simone Sarti & Miranda T Schram & Coen D A Stehouwer & Erik J Timmermans & Anke Wesselius & Hans Bosma, 2020. "Neighbourhood property value and type 2 diabetes mellitus in the Maastricht study: A multilevel study," PLOS ONE, Public Library of Science, vol. 15(6), pages 1-13, June.
    6. Courtemanche, Charles & Tchernis, Rusty & Zhou, Xilin, 2017. "Parental Work Hours and Childhood Obesity: Evidence Using Instrumental Variables Related to Sibling School Eligibility," IZA Discussion Papers 10739, Institute of Labor Economics (IZA).
    7. Bolte, Gabriele, 2018. "Epidemiologische Methoden und Erkenntnisse als eine Grundlage für Stadtplanung und gesundheitsfördernde Stadtentwicklung," Forschungsberichte der ARL: Aufsätze, in: Baumgart, Sabine & Köckler, Heike & Ritzinger, Anne & Rüdiger, Andrea (ed.), Planung für gesundheitsfördernde Städte, volume 8, pages 118-134, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    8. Mitchell, Richard & Dujardin, Claire & Popham, Frank & Farfan Portet, Maria-Isabel & Thomas, Isabelle & Lorant, Vincent, 2011. "Using matched areas to explore international differences in population health," Social Science & Medicine, Elsevier, vol. 73(8), pages 1113-1122.
    9. Yoon-Sun Jung & Ki-Beom Kim & Seok-Jun Yoon, 2020. "Factors Associated with Regional Years of Life Lost (YLLs) due to Suicide in South Korea," IJERPH, MDPI, vol. 17(14), pages 1-9, July.
    10. Spielman, Seth E. & Yoo, Eun-hye, 2009. "The spatial dimensions of neighborhood effects," Social Science & Medicine, Elsevier, vol. 68(6), pages 1098-1105, March.
    11. Allison Williams & Peter Kitchen, 2012. "Sense of Place and Health in Hamilton, Ontario: A Case Study," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 108(2), pages 257-276, September.
    12. Jones, Peris Sean, 2012. "Mind the gap: Access to ARV medication, rights and the politics of scale in South Africa," Social Science & Medicine, Elsevier, vol. 74(1), pages 28-35.
    13. Garthwaite, Kayleigh & Bambra, Clare, 2017. "“How the other half live”: Lay perspectives on health inequalities in an age of austerity," Social Science & Medicine, Elsevier, vol. 187(C), pages 268-275.
    14. Anna-Karin Ivert & Marie Torstensson Levander & Juan Merlo, 2013. "Adolescents' Utilisation of Psychiatric Care, Neighbourhoods and Neighbourhood Socioeconomic Deprivation: A Multilevel Analysis," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-1, November.
    15. Ethan T. Hunt & Bridget Armstrong & Brie M. Turner-McGrievy & Michael W. Beets & Robert G. Weaver, 2021. "Differences by School Location in Summer and School Monthly Weight Change: Findings from a Nationally Representative Sample," IJERPH, MDPI, vol. 18(21), pages 1-12, November.
    16. Balsam Ahmad & Fouad M. Fouad & Shahaduz Zaman & Peter Phillimore, 2019. "Women’s health and well-being in low-income formal and informal neighbourhoods on the eve of the armed conflict in Aleppo," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 64(1), pages 75-82, January.
    17. McNeill, Lorna Haughton & Kreuter, Matthew W. & Subramanian, S.V., 2006. "Social Environment and Physical activity: A review of concepts and evidence," Social Science & Medicine, Elsevier, vol. 63(4), pages 1011-1022, August.
    18. Caitlin Robinson & Stefan Bouzarovski & Sarah Lindley, 2018. "Underrepresenting neighbourhood vulnerabilities? The measurement of fuel poverty in England," Environment and Planning A, , vol. 50(5), pages 1109-1127, August.
    19. Seth E Spielman & Eun-Hye Yoo & Crystal Linkletter, 2013. "Neighborhood Contexts, Health, and Behavior: Understanding the Role of Scale and Residential Sorting," Environment and Planning B, , vol. 40(3), pages 489-506, June.
    20. Elena Pirani & Daniele Vignoli, 2021. "Childbearing Across Partnerships in Italy: Prevalence, Demographic Correlates, Social Gradient," Econometrics Working Papers Archive 2021_15, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0145128. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.