IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v6y2009i12p3082-3096d6439.html
   My bibliography  Save this article

Associations between Area-Level Unemployment, Body Mass Index, and Risk Factors for Cardiovascular Disease in an Urban Area

Author

Listed:
  • Ashley Isaac Naimi

    (Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
    Carolina Population Center, University of North Carolina at Chapel Hill, 104 CPC South, Chapel Hill, NC 27516, USA)

  • Catherine Paquet

    (Sansom Institute for Health Research, The University of South Australia, Adelaide, SA 5001, Australia)

  • Lise Gauvin

    (Axe santé des populations, CRCHUM (Centre de recherche du Centre hospitalier de l’Université de Montréal), Montréal, Québec H2W 1V1, Canada
    Département de médecine sociale et préventive, Université de Montréal, Montréal, Québec H3C 3J7, Canada)

  • Mark Daniel

    (Sansom Institute for Health Research, The University of South Australia, Adelaide, SA 5001, Australia
    Axe santé des populations, CRCHUM (Centre de recherche du Centre hospitalier de l’Université de Montréal), Montréal, Québec H2W 1V1, Canada
    Département de médecine sociale et préventive, Université de Montréal, Montréal, Québec H3C 3J7, Canada)

Abstract

Introduction: Cardiovascular Disease (CVD) has been linked to \"neighbourhood\" socioeconomic status (nSES), often operationalized as a composite index of aggregate income, occupation and education within predefined administrative boundaries. The role of specific, non-composite socioeconomic markers has not been clearly explained. It is also unclear whether the relationship between nSES and CVD varies according to sex. We sought to determine whether area-level unemployment (ALU) was associated with CVD risk, and whether this association differed by sex. Methods: 342 individuals from the Montreal Neighbourhood Survey of Lifestyle and Health provided self-reported behavioural and socioeconomic information. A nurse collected biochemical and anthropometric data. ALU, a weighted average of the proportion of persons 15-years and older available for but without work, was measured using a Geographic Information System for a 250 m buffer centred on individual residence. Generalized Estimating Equations were used to estimate the associations between ALU, body mass index (BMI) and a cumulative score for total cardiometabolic risk (TCR). Results: After confounder adjustments, the mean 4 th minus 1 st quartile difference in BMI was 3.19 kg/m 2 (95% CI: 2.39, 3.99), while the prevalence ratio for the 4 th relative to 1 st quartile for TCR was 2.20 (95 % CI: 1.53, 3.17). Sex interacted with ALU; women relative to men had greater mean 3.97 kg/m 2 (95% CI: 2.08, 5.85) BMI and greater mean TCR 1.51 (95% CI: 0.78, 2.90), contrasted at mean ALU. Conclusions: Area-level unemployment is associated with greater CVD risk, and this association is stronger for women.

Suggested Citation

  • Ashley Isaac Naimi & Catherine Paquet & Lise Gauvin & Mark Daniel, 2009. "Associations between Area-Level Unemployment, Body Mass Index, and Risk Factors for Cardiovascular Disease in an Urban Area," IJERPH, MDPI, vol. 6(12), pages 1-15, December.
  • Handle: RePEc:gam:jijerp:v:6:y:2009:i:12:p:3082-3096:d:6439
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/6/12/3082/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/6/12/3082/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Franzini, Luisa & Spears, William, 2003. "Contributions of social context to inequalities in years of life lost to heart disease in Texas, USA," Social Science & Medicine, Elsevier, vol. 57(10), pages 1847-1861, November.
    2. Yan Kestens & Marius Thériault & François Des Rosiers, 2006. "Heterogeneity in hedonic modelling of house prices: looking at buyers’ household profiles," Journal of Geographical Systems, Springer, vol. 8(1), pages 61-96, March.
    3. Assar Lindbeck, 1993. "Unemployment and Macroeconomics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262121751, December.
    4. Oakes, J. Michael & Rossi, Peter H., 2003. "The measurement of SES in health research: current practice and steps toward a new approach," Social Science & Medicine, Elsevier, vol. 56(4), pages 769-784, February.
    5. Molinari, Carol & Ahern, Melissa & Hendryx, Michael, 1998. "The relationship of community quality to the health of women and men," Social Science & Medicine, Elsevier, vol. 47(8), pages 1113-1120, October.
    6. Sundquist, Kristina & Theobald, Holger & Yang, Min & Li, Xinjun & Johansson, Sven-Erik & Sundquist, Jan, 2006. "Neighborhood violent crime and unemployment increase the risk of coronary heart disease: A multilevel study in an urban setting," Social Science & Medicine, Elsevier, vol. 62(8), pages 2061-2071, April.
    7. McDonald, James Ted & Kennedy, Steven, 2005. "Is migration to Canada associated with unhealthy weight gain? Overweight and obesity among Canada's immigrants," Social Science & Medicine, Elsevier, vol. 61(12), pages 2469-2481, December.
    8. Duncan, Craig & Jones, Kelvyn & Moon, Graham, 1998. "Context, composition and heterogeneity: Using multilevel models in health research," Social Science & Medicine, Elsevier, vol. 46(1), pages 97-117, January.
    9. Ross, N.A. & Tremblay, S. & Khan, S. & Crouse, D. & Tremblay, M. & Berthelot, J.-M., 2007. "Body mass index in urban Canada: Neighborhood and metropolitan area effects," American Journal of Public Health, American Public Health Association, vol. 97(3), pages 500-508.
    10. Amartya Sen, 1997. "Inequality, Unemployment and Contemporary Europe," STICERD - Development Economics Papers - From 2008 this series has been superseded by Economic Organisation and Public Policy Discussion Papers 07, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    11. Morland, K. & Wing, S. & Roux, A.D., 2002. "The contextual effect of the local food environment on residents' diets: The atherosclerosis risk in communities study," American Journal of Public Health, American Public Health Association, vol. 92(11), pages 1761-1767.
    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. Lisa A. Matricciani & Catherine Paquet & Natasha J. Howard & Robert Adams & Neil T. Coffee & Anne W. Taylor & Mark Daniel, 2013. "Investigating Individual- and Area-Level Socioeconomic Gradients of Pulse Pressure among Normotensive and Hypertensive Participants," IJERPH, MDPI, vol. 10(2), pages 1-19, February.
    2. Renin Toms & Xiaoqi Feng & Darren J Mayne & Andrew Bonney, 2020. "Role of Area-Level Access to Primary Care on the Geographic Variation of Cardiometabolic Risk Factor Distribution: A Multilevel Analysis of the Adult Residents in the Illawarra—Shoalhaven Region of NS," IJERPH, MDPI, vol. 17(12), pages 1-21, June.

    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. Wang, Lu & Hu, Wei, 2013. "Immigrant health, place effect and regional disparities in Canada," Social Science & Medicine, Elsevier, vol. 98(C), pages 8-17.
    2. Steffen Andreas Schüle & Gabriele Bolte, 2015. "Interactive and Independent Associations between the Socioeconomic and Objective Built Environment on the Neighbourhood Level and Individual Health: A Systematic Review of Multilevel Studies," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-31, April.
    3. Zick, Cathleen D. & Smith, Ken R. & Fan, Jessie X. & Brown, Barbara B. & Yamada, Ikuho & Kowaleski-Jones, Lori, 2009. "Running to the Store? The relationship between neighborhood environments and the risk of obesity," Social Science & Medicine, Elsevier, vol. 69(10), pages 1493-1500, November.
    4. Lockwood, Tony & Coffee, Neil T & Rossini, Peter & Niyonsenga, Theo & McGreal, Stanley, 2018. "Does where you live influence your socio-economic status?," Land Use Policy, Elsevier, vol. 72(C), pages 152-160.
    5. Virtanen, Marianna & Kivimäki, Mika & Kouvonen, Anne & Elovainio, Marko & Linna, Anne & Oksanen, Tuula & Vahtera, Jussi, 2007. "Average household income, crime, and smoking behaviour in a local area: The Finnish 10-Town study," Social Science & Medicine, Elsevier, vol. 64(9), pages 1904-1913, May.
    6. Antonio Boing & S. Subramanian, 2015. "The influence of area-level education on body mass index, waist circumference and obesity according to gender," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 60(6), pages 727-736, September.
    7. Stafford, M. & Cummins, S. & Macintyre, S. & Ellaway, A. & Marmot, M., 2005. "Gender differences in the associations between health and neighbourhood environment," Social Science & Medicine, Elsevier, vol. 60(8), pages 1681-1692, April.
    8. Piccolo, Rebecca S. & Duncan, Dustin T. & Pearce, Neil & McKinlay, John B., 2015. "The role of neighborhood characteristics in racial/ethnic disparities in type 2 diabetes: Results from the Boston Area Community Health (BACH) Survey," Social Science & Medicine, Elsevier, vol. 130(C), pages 79-90.
    9. Glass, Thomas A. & McAtee, Matthew J., 2006. "Behavioral science at the crossroads in public health: Extending horizons, envisioning the future," Social Science & Medicine, Elsevier, vol. 62(7), pages 1650-1671, April.
    10. Corsi, Daniel J. & Finlay, Jocelyn E. & Subramanian, S.V., 2012. "Weight of communities: A multilevel analysis of body mass index in 32,814 neighborhoods in 57 low- to middle-income countries (LMICs)," Social Science & Medicine, Elsevier, vol. 75(2), pages 311-322.
    11. Anura Amarasinghe & Gerard D'Souza & Cheryl Brown & Tatiana Borisova, 2006. "A Spatial Analysis of Obesity in West Virginia," Working Papers Working Paper 2006-13, Regional Research Institute, West Virginia University.
    12. Paul D. Juarez & Mohammad Tabatabai & Robert Burciaga Valdez & Darryl B. Hood & Wansoo Im & Charles Mouton & Cynthia Colen & Mohammad Z. Al-Hamdan & Patricia Matthews-Juarez & Maureen Y. Lichtveld & D, 2020. "The Effects of Social, Personal, and Behavioral Risk Factors and PM 2.5 on Cardio-Metabolic Disparities in a Cohort of Community Health Center Patients," IJERPH, MDPI, vol. 17(10), pages 1-19, May.
    13. repec:spo:wpecon:info:hdl:2441/6120 is not listed on IDEAS
    14. Eric Heyer & Frédéric Reynès & Henri Sterdyniak, 2004. "Observable and unobservable variables in the theory of the equilibrium rate of unemployment, a comparison between France and the United States," Working Papers hal-01027420, HAL.
    15. Hoeck, Sarah & François, Guido & Van der Heyden, Johan & Geerts, Joanna & Van Hal, Guido, 2011. "Healthcare utilisation among the Belgian elderly in relation to their socio-economic status," Health Policy, Elsevier, vol. 99(2), pages 174-182, February.
    16. 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.
    17. Marja Riihelä & Risto Sullström & Matti Tuomala, 2001. "What Lies Behind the Unprecedented Increase in Income Inequality in Finland During the 1990's," Working Papers 0102, Tampere University, Faculty of Management and Business, Economics.
    18. David Yoon Kin Tong & Chau Keng Tee & Hishamuddin Ismail, 2016. "Developing the Profile of Green Consumer and Family Decision Making Model: A Review," Journal of Emerging Trends in Marketing and Management, The Bucharest University of Economic Studies, vol. 1(1), pages 282-291, September.
    19. Steven Deller & Amber Canto & Laura Brown, 2015. "Rural poverty, health and food access," Regional Science Policy & Practice, Wiley Blackwell, vol. 7(2), pages 61-74, June.
    20. Lena Lämmle & Alexander Woll & Gert B. M. Mensink & Klaus Bös, 2013. "Distal and Proximal Factors of Health Behaviors and Their Associations with Health in Children and Adolescents," IJERPH, MDPI, vol. 10(7), pages 1-35, July.
    21. Chang, Virginia W., 2006. "Racial residential segregation and weight status among US adults," Social Science & Medicine, Elsevier, vol. 63(5), pages 1289-1303, September.

    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:6:y:2009:i:12:p:3082-3096:d:6439. 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.