IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0069472.html
   My bibliography  Save this article

Physical Activity in Deprived Communities in London: Examining Individual and Neighbourhood-Level Factors

Author

Listed:
  • Paul Watts
  • Gemma Phillips
  • Mark Petticrew
  • Richard Hayes
  • Christian Bottomley
  • Ge Yu
  • Elena Schmidt
  • Patrick Tobi
  • Derek Moore
  • Caroline Frostick
  • Karen Lock
  • Adrian Renton

Abstract

Introduction: The objectives of this study were to examine relationships between neighbourhood-level and individual-level characteristics and physical activity in deprived London neighbourhoods. Methods: In 40 of the most deprived neighbourhoods in London (ranked in top 11% in London by Index of Multiple Deprivation) a cross-sectional survey (n = 4107 adults aged > = 16 years), neighbourhood audit tool, GIS measures and routine data measured neighbourhood and individual-level characteristics. Results: Respondents living more than 300 m away from accessible greenspace had lower odds of achieving recommended physical activity levels than those who lived within 300 m; from 301–600 m (OR = 0.7; 95% CI 0.5–0.9) and from 601–900 m (OR = 0.6; 95% CI 0.4–0.8). There was substantial residual between-neighbourhood variance in physical activity (median odds ratio = 1.7). Other objectively measured neighbourhood-level characteristics were not associated with physical activity levels. Conclusions: Distance to nearest greenspace is associated with meeting recommended physical activity levels in deprived London neighbourhoods. Despite residual variance in physical activity levels between neighbourhoods, we found little evidence for the influence of other measured neighbourhood-level characteristics.

Suggested Citation

  • Paul Watts & Gemma Phillips & Mark Petticrew & Richard Hayes & Christian Bottomley & Ge Yu & Elena Schmidt & Patrick Tobi & Derek Moore & Caroline Frostick & Karen Lock & Adrian Renton, 2013. "Physical Activity in Deprived Communities in London: Examining Individual and Neighbourhood-Level Factors," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-8, July.
    • Handle: RePEc:plo:pone00:0069472
    DOI: 10.1371/journal.pone.0069472
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0069472
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0069472&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0069472?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. Patrick Royston, 2007. "Multiple imputation of missing values: further update of ice, with an emphasis on interval censoring," Stata Journal, StataCorp LP, vol. 7(4), pages 445-464, December.
    2. Patrick Royston, 2005. "Multiple imputation of missing values: update," Stata Journal, StataCorp LP, vol. 5(2), pages 188-201, June.
    3. Patrick Royston & John B. Carlin & Ian R. White, 2009. "Multiple imputation of missing values: New features for mim," Stata Journal, StataCorp LP, vol. 9(2), pages 252-264, June.
    4. Patrick Royston, 2004. "Multiple imputation of missing values," Stata Journal, StataCorp LP, vol. 4(3), pages 227-241, September.
    5. Patrick Royston, 2005. "Multiple imputation of missing values: Update of ice," Stata Journal, StataCorp LP, vol. 5(4), pages 527-536, December.
    6. Patrick Royston, 2009. "Multiple imputation of missing values: Further update of ice, with an emphasis on categorical variables," Stata Journal, StataCorp LP, vol. 9(3), pages 466-477, September.
    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. White, Ian R. & Daniel, Rhian & Royston, Patrick, 2010. "Avoiding bias due to perfect prediction in multiple imputation of incomplete categorical variables," Computational Statistics & Data Analysis, Elsevier, vol. 54(10), pages 2267-2275, October.
    2. repec:iab:iabfme:201202(en is not listed on IDEAS
    3. Jaenichen, Ursula & Sakshaug, Joseph, 2012. "Multiple imputation of household income in the first wave of PASS," FDZ Methodenreport 201202_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    4. HwaJung Choi & Robert F. Schoeni & Kenneth M. Langa & Michele M. Heisler, 2015. "Older Adults’ Residential Proximity to Their Children: Changes After Cardiovascular Events," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 70(6), pages 995-1004.
    5. Andrea Marshall & Lucinda Billingham & Stirling Bryan, 2009. "Can we afford to ignore missing data in cost-effectiveness analyses?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 10(1), pages 1-3, February.
    6. Andrew F Auld & Francisco Mbofana & Ray W Shiraishi & Charity Alfredo & Mauro Sanchez & Tedd V Ellerbrock & Lisa J Nelson, 2013. "Incidence and Determinants of Tuberculosis among Adults Initiating Antiretroviral Therapy – Mozambique, 2004–2008," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-11, January.
    7. Harald Schoen, 2008. "Identity, Instrumental Self-Interest and Institutional Evaluations," European Union Politics, , vol. 9(1), pages 5-29, March.
    8. Francesco Aiello & Graziella Bonanno, 2018. "Multilevel empirics for small banks in local markets," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 1017-1037, November.
    9. Jörg Drechsler, 2011. "Multiple imputation in practice—a case study using a complex German establishment survey," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 95(1), pages 1-26, March.
    10. King, Christian, 2018. "Food insecurity and child behavior problems in fragile families," Economics & Human Biology, Elsevier, vol. 28(C), pages 14-22.
    11. Lynch, Frances L. & Dickerson, John F. & Saldana, Lisa & Fisher, Phillip A., 2014. "Incremental net benefit of early intervention for preschool-aged children with emotional and behavioral problems in foster care," Children and Youth Services Review, Elsevier, vol. 36(C), pages 213-219.
    12. Christian King, 2018. "Food insecurity and housing instability in vulnerable families," Review of Economics of the Household, Springer, vol. 16(2), pages 255-273, June.
    13. Nikita Lyssenko & Roberto Mart󹑺-Espiñeira, 2012. "Respondent uncertainty in contingent valuation: the case of whale conservation in Newfoundland and Labrador," Applied Economics, Taylor & Francis Journals, vol. 44(15), pages 1911-1930, May.
    14. Petrit Gashi & Iraj Hashi & Geoff Pugh, 2014. "Export behaviour of SMEs in transition countries," Small Business Economics, Springer, vol. 42(2), pages 407-435, February.
    15. Lynch, Frances L. & Dickerson, John F. & Pears, Katherine C. & Fisher, Philip A., 2017. "Cost effectiveness of a school readiness intervention for foster children," Children and Youth Services Review, Elsevier, vol. 81(C), pages 63-71.
    16. Martina Eschelbach, 2009. "Crown Princes and Benjamins: Birth Order and Educational Attainment in East and West Germany," Working Papers 085, Bavarian Graduate Program in Economics (BGPE).
    17. Juul Spaan & Ruben Gaalen & Matthijs Kalmijn, 2022. "Disentangling the Long-term Effects of Divorce Circumstances on Father–Child Closeness in Adulthood: A Mediation Analysis," European Journal of Population, Springer;European Association for Population Studies, vol. 38(5), pages 1183-1211, December.
    18. Reza C. Daniels, 2012. "Univariate Multiple Imputation for Coarse Employee Income Data," SALDRU Working Papers 88, Southern Africa Labour and Development Research Unit, University of Cape Town.
    19. Lucia Mangiavacchi & Chiara Rapallini, 2014. "Self-Reported Economic Condition And Home Production: Intra-Household Allocation In Italy," Bulletin of Economic Research, Wiley Blackwell, vol. 66(3), pages 279-304, July.
    20. repec:mpr:mprres:7890 is not listed on IDEAS
    21. Juho Härkönen & Hande Kaymakçalan & Pirjo Mäki & Anja Taanila, 2012. "Prenatal Health, Educational Attainment, and Intergenerational Inequality: The Northern Finland Birth Cohort 1966 Study," Demography, Springer;Population Association of America (PAA), vol. 49(2), pages 525-552, May.
    22. Melissa A. Clark & Hanley S. Chiang & Tim Silva & Sheena McConnell & Kathy Sonnenfeld & Anastasia Erbe & Michael Puma, "undated". "The Effectiveness of Secondary Math Teachers from Teach For America and the Teaching Fellows Programs," Mathematica Policy Research Reports ad5192faecc9490288484de35, Mathematica Policy Research.

    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:pone00:0069472. 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.