IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v140y2015icp18-26.html
   My bibliography  Save this article

Where there's smoke: Cigarette use, social acceptability, and spatial approaches to multilevel modeling

Author

Listed:
  • O'Connell, Heather A.

Abstract

I contribute to understandings of how context is related to individual outcomes by assessing the added value of combining multilevel and spatial modeling techniques. This methodological approach leads to substantive contributions to the smoking literature, including improved clarity on the central contextual factors and the examination of one manifestation of the social acceptability hypothesis. For this analysis I use restricted-use natality data from the Vital Statistics, and county-level data from the 2005–9 ACS. Critically, the results suggest that spatial considerations are still relevant in a multilevel framework. In addition, I argue that spatial processes help explain the relationships linking racial/ethnic minority concentration to lower overall odds of smoking.

Suggested Citation

  • O'Connell, Heather A., 2015. "Where there's smoke: Cigarette use, social acceptability, and spatial approaches to multilevel modeling," Social Science & Medicine, Elsevier, vol. 140(C), pages 18-26.
    • Handle: RePEc:eee:socmed:v:140:y:2015:i:c:p:18-26
    DOI: 10.1016/j.socscimed.2015.06.025
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953615300058
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.socscimed.2015.06.025?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Shoff, Carla & Yang, Tse-Chuan, 2013. "Understanding maternal smoking during pregnancy: Does residential context matter?," Social Science & Medicine, Elsevier, vol. 78(C), pages 50-60.
    2. Daly, K.A. & Lund, E.M. & Harty, K.C. & Ersted, S.A., 1993. "Factors associated with late smoking initiation in Minnesota women," American Journal of Public Health, American Public Health Association, vol. 83(9), pages 1333-1335.
    3. Boardman, Jason D, 2004. "Stress and physical health: the role of neighborhoods as mediating and moderating mechanisms," Social Science & Medicine, Elsevier, vol. 58(12), pages 2473-2483, June.
    4. Shaw, R.J. & Pickett, K.E., 2013. "The health benefits of hispanic communities for non-hispanic mothers and infants: Another hispanic paradox," American Journal of Public Health, American Public Health Association, vol. 103(6), pages 1052-1057.
    5. Hongwei Xu & John Logan & Susan Short, 2014. "Integrating Space With Place in Health Research: A Multilevel Spatial Investigation Using Child Mortality in 1880 Newark, New Jersey," Demography, Springer;Population Association of America (PAA), vol. 51(3), pages 811-834, June.
    6. Hruschka, D.J. & Brewis, A.A. & Wutich, A. & Morin, B., 2011. "Shared norms and their explanation for the social clustering of obesity," American Journal of Public Health, American Public Health Association, vol. 101(SUPPL. 1), pages 295-300.
    7. Afifi, Rima & Khalil, Joanna & Fouad, Fouad & Hammal, Fadi & Jarallah, Yara & Abu Farhat, Hala & Ayad, Maha & Nakkash, Rima, 2013. "Social norms and attitudes linked to waterpipe use in the Eastern Mediterranean Region," Social Science & Medicine, Elsevier, vol. 98(C), pages 125-134.
    8. Shaw, R.J. & Pickett, K.E. & Wilkinson, R.G., 2010. "Ethnic density effects on birth outcomes and maternal smoking during pregnancy in the US linked birth and infant death data set," American Journal of Public Health, American Public Health Association, vol. 100(4), pages 707-713.
    9. Kimbro, Rachel Tolbert & Denney, Justin T., 2013. "Neighborhood context and racial/ethnic differences in young children's obesity: Structural barriers to interventions," Social Science & Medicine, Elsevier, vol. 95(C), pages 97-105.
    10. Perchoux, Camille & Kestens, Yan & Thomas, Frédérique & Hulst, Andraea Van & Thierry, Benoit & Chaix, Basile, 2014. "Assessing patterns of spatial behavior in health studies: Their socio-demographic determinants and associations with transportation modes (the RECORD Cohort Study)," Social Science & Medicine, Elsevier, vol. 119(C), pages 64-73.
    11. Stafford, Mai & Duke-Williams, Oliver & Shelton, Nicola, 2008. "Small area inequalities in health: Are we underestimating them?," Social Science & Medicine, Elsevier, vol. 67(6), pages 891-899, September.
    12. Paul Voss & David Long & Roger Hammer & Samantha Friedman, 2006. "County child poverty rates in the US: a spatial regression approach," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 25(4), pages 369-391, August.
    13. Lan Mu & Fahui Wang & Vivien W. Chen & Xiao-Cheng Wu, 2015. "A Place-Oriented, Mixed-Level Regionalization Method for Constructing Geographic Areas in Health Data Dissemination and Analysis," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(1), pages 48-66, January.
    14. repec:mpr:mprres:6363 is not listed on IDEAS
    15. Cummins, Steven & Curtis, Sarah & Diez-Roux, Ana V. & Macintyre, Sally, 2007. "Understanding and representing 'place' in health research: A relational approach," Social Science & Medicine, Elsevier, vol. 65(9), pages 1825-1838, November.
    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. Arnold, Michael & Hsu, Ling & Pipkin, Sharon & McFarland, Willi & Rutherford, George W., 2009. "Race, place and AIDS: The role of socioeconomic context on racial disparities in treatment and survival in San Francisco," Social Science & Medicine, Elsevier, vol. 69(1), pages 121-128, July.
    2. Samuel H. Fishman & S. Philip Morgan & Robert A. Hummer, 2018. "Smoking and Variation in the Hispanic Paradox: A Comparison of Low Birthweight Across 33 US States," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 37(5), pages 795-824, October.
    3. Shoff, Carla & Yang, Tse-Chuan, 2012. "Untangling the associations among distrust, race, and neighborhood social environment: A social disorganization perspective," Social Science & Medicine, Elsevier, vol. 74(9), pages 1342-1352.
    4. Yang, Tse-Chuan & Shoff, Carla & Noah, Aggie J. & Black, Nyesha & Sparks, Corey S., 2014. "Racial segregation and maternal smoking during pregnancy: A multilevel analysis using the racial segregation interaction index," Social Science & Medicine, Elsevier, vol. 107(C), pages 26-36.
    5. Bécares, Laia & Nazroo, James & Albor, Christo & Chandola, Tarani & Stafford, Mai, 2012. "Examining the differential association between self-rated health and area deprivation among white British and ethnic minority people in England," Social Science & Medicine, Elsevier, vol. 74(4), pages 616-624.
    6. Sharp, Gregory & Denney, Justin T. & Kimbro, Rachel T., 2015. "Multiple contexts of exposure: Activity spaces, residential neighborhoods, and self-rated health," Social Science & Medicine, Elsevier, vol. 146(C), pages 204-213.
    7. Shoff, Carla & Yang, Tse-Chuan, 2013. "Understanding maternal smoking during pregnancy: Does residential context matter?," Social Science & Medicine, Elsevier, vol. 78(C), pages 50-60.
    8. Jackson, Dylan B. & Johnson, Kecia R. & Vaughn, Michael G. & Hinton, Marissa E., 2019. "The role of neighborhoods in household food insufficiency: Considering interactions between physical disorder, low social capital, violence, and perceptions of danger," Social Science & Medicine, Elsevier, vol. 221(C), pages 58-67.
    9. Diane Coffey & Ashwini Deshpande & Jeffrey Hammer & Dean Spears, 2019. "Local Social Inequality, Economic Inequality, and Disparities in Child Height in India," Demography, Springer;Population Association of America (PAA), vol. 56(4), pages 1427-1452, August.
    10. Wang, Yuxia & Cao, Wenpu & Gao, Minyi & Gao, Yukun & Chi, Xingyu & Meng, Xing & Li, Shuang & Hu, Guohua, 2024. "Examining spatial coordination of human-land-industry-service system from a regionalization approach: A case study of Beijing," Land Use Policy, Elsevier, vol. 137(C).
    11. 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.
    12. Hanibuchi, Tomoya & Murata, Yohei & Ichida, Yukinobu & Hirai, Hiroshi & Kawachi, Ichiro & Kondo, Katsunori, 2012. "Place-specific constructs of social capital and their possible associations to health: A Japanese case study," Social Science & Medicine, Elsevier, vol. 75(1), pages 225-232.
    13. Spielman, Seth E. & Yoo, Eun-hye, 2009. "The spatial dimensions of neighborhood effects," Social Science & Medicine, Elsevier, vol. 68(6), pages 1098-1105, March.
    14. Vásquez-Vera, Hugo & Palència, Laia & Magna, Ingrid & Mena, Carlos & Neira, Jaime & Borrell, Carme, 2017. "The threat of home eviction and its effects on health through the equity lens: A systematic review," Social Science & Medicine, Elsevier, vol. 175(C), pages 199-208.
    15. Plane, Jocelyn & Klodawsky, Fran, 2013. "Neighbourhood amenities and health: Examining the significance of a local park," Social Science & Medicine, Elsevier, vol. 99(C), pages 1-8.
    16. Tse-Chuan Yang & Stephen A Matthews, 2015. "Death by Segregation: Does the Dimension of Racial Segregation Matter?," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-26, September.
    17. Bécares, Laia & Cormack, Donna & Harris, Ricci, 2013. "Ethnic density and area deprivation: Neighbourhood effects on Māori health and racial discrimination in Aotearoa/New Zealand," Social Science & Medicine, Elsevier, vol. 88(C), pages 76-82.
    18. 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.
    19. 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.
    20. Hale, James & Knapp, Corrine & Bardwell, Lisa & Buchenau, Michael & Marshall, Julie & Sancar, Fahriye & Litt, Jill S., 2011. "Connecting food environments and health through the relational nature of aesthetics: Gaining insight through the community gardening experience," Social Science & Medicine, Elsevier, vol. 72(11), pages 1853-1863, June.

    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:eee:socmed:v:140:y:2015:i:c:p:18-26. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    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.