IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0090403.html
   My bibliography  Save this article

Education Modifies the Association of Wealth with Obesity in Women in Middle-Income but Not Low-Income Countries: An Interaction Study Using Seven National Datasets, 2005-2010

Author

Listed:
  • Amina Aitsi-Selmi
  • Ruth Bell
  • Martin J Shipley
  • Michael G Marmot

Abstract

Background: Education and wealth may have different associations with female obesity but this has not been investigated in detail outside high-income countries. This study examines the separate and inter-related associations of education and household wealth in relation to obesity in women in a representative sample of low- and middle-income countries (LMICs). Methods: The seven largest national surveys were selected from a list of Demographic and Health Surveys (DHS) ordered by decreasing sample size and resulted in a range of country income levels. These were nationally representative data of women aged 15–49 years collected in the period 2005–2010. The separate and joint effects, unadjusted and adjusted for age group, parity, and urban/rural residence using a multivariate logistic regression model are presented Results: In the four middle-income countries (Colombia, Peru, Jordan, and Egypt), an interaction was found between education and wealth on obesity (P-value for interaction

Suggested Citation

  • Amina Aitsi-Selmi & Ruth Bell & Martin J Shipley & Michael G Marmot, 2014. "Education Modifies the Association of Wealth with Obesity in Women in Middle-Income but Not Low-Income Countries: An Interaction Study Using Seven National Datasets, 2005-2010," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-10, March.
    • Handle: RePEc:plo:pone00:0090403
    DOI: 10.1371/journal.pone.0090403
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0090403
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0090403&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0090403?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. Du, Shufa & Mroz, Tom A. & Zhai, Fengying & Popkin, Barry M., 2004. "Rapid income growth adversely affects diet quality in China--particularly for the poor!," Social Science & Medicine, Elsevier, vol. 59(7), pages 1505-1515, October.
    2. David M. Cutler & Adriana Lleras-Muney, 2006. "Education and Health: Evaluating Theories and Evidence," NBER Working Papers 12352, National Bureau of Economic Research, Inc.
    3. Amina Aitsi-Selmi & Tarani Chandola & Sharon Friel & Reza Nouraei & Martin J Shipley & Michael G Marmot, 2012. "Interaction between Education and Household Wealth on the Risk of Obesity in Women in Egypt," PLOS ONE, Public Library of Science, vol. 7(6), pages 1-8, June.
    4. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    5. David Stuckler & Martin McKee & Shah Ebrahim & Sanjay Basu, 2012. "Manufacturing Epidemics: The Role of Global Producers in Increased Consumption of Unhealthy Commodities Including Processed Foods, Alcohol, and Tobacco," PLOS Medicine, Public Library of Science, vol. 9(6), pages 1-8, June.
    6. Robert Brooks & Alexei Maklakov, 2010. "Sex Differences in Obesity Associated with Total Fertility Rate," PLOS ONE, Public Library of Science, vol. 5(5), pages 1-4, May.
    7. Tarani Chandola & Paul Clarke & J. N. Morris & David Blane, 2006. "Pathways between education and health: a causal modelling approach," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(2), pages 337-359, March.
    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. Supa Pengpid & Karl Peltzer, 2021. "Overweight and Obesity among Adults in Iraq: Prevalence and Correlates from a National Survey in 2015," IJERPH, MDPI, vol. 18(8), pages 1-10, April.
    2. Marialaura Bonaccio & Augusto Di Castelnuovo & Simona Costanzo & Mariarosaria Persichillo & Maria Benedetta Donati & Giovanni de Gaetano & Licia Iacoviello, 2016. "Interaction between education and income on the risk of all-cause mortality: prospective results from the MOLI-SANI study," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 61(7), pages 765-776, September.
    3. Sudikno Sudikno & Ning Sulistyowati & Olwin Nainggolan & Dwi Hapsari Tjandrarini, 2021. "Obesity in Older Adults Indonesia: The Role of Healthy Behaviour Factors and Metabolic Syndrome," Global Journal of Health Science, Canadian Center of Science and Education, vol. 13(6), pages 124-124, June.
    4. Hanen Samouda & Maria Ruiz-Castell & Valery Bocquet & Andrea Kuemmerle & Anna Chioti & Frédéric Dadoun & Ngianga-Bakwin Kandala & Saverio Stranges, 2018. "Geographical variation of overweight, obesity and related risk factors: Findings from the European Health Examination Survey in Luxembourg, 2013-2015," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-23, 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. Pradeep Kumar Choudhury, 2015. "Explaining the Role of Parental Education in the Regional Variations in Infant Mortality in India," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 2(3), pages 544-572, September.
    2. Raquel Fonseca Benito & Yuhui Zheng, 2011. "The Effect of Education on Health Cross-Country Evidence," Working Papers WR-864, RAND Corporation.
    3. Strulik, Holger, 2018. "The return to education in terms of wealth and health," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 1-14.
    4. Ji, Sisi & Zhu, Zheyi, 2022. "Does higher education matter for health?," Cardiff Economics Working Papers E2022/4, Cardiff University, Cardiff Business School, Economics Section.
    5. Nicole Black & Johannes S. Kunz, 2019. "The Intergenerational Effects of Language Proficiency on Child Health Outcomes," Monash Economics Working Papers 05-19, Monash University, Department of Economics.
    6. Melissa Neuman & Ichiro Kawachi & Steven Gortmaker & SV Subramanian, 2014. "National Economic Development and Disparities in Body Mass Index: A Cross-Sectional Study of Data from 38 Countries," PLOS ONE, Public Library of Science, vol. 9(6), pages 1-18, June.
    7. Crespo, Laura & López-Noval, Borja & Mira, Pedro, 2014. "Compulsory schooling, education, depression and memory: New evidence from SHARELIFE," Economics of Education Review, Elsevier, vol. 43(C), pages 36-46.
    8. Francesco Ricci & Marios Zachariadis, 2013. "Education Externalities on Longevity," Economica, London School of Economics and Political Science, vol. 80(319), pages 404-440, July.
    9. Hania Wu & Tony Tam, 2015. "Economic Development and Socioeconomic Inequality of Well-Being: A Cross-Sectional Time-Series Analysis of Urban China, 2003–2011," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(2), pages 401-425, November.
    10. Baltagi, Badi H. & Flores-Lagunes, Alfonso & Karatas, Haci M., 2019. "The effect of education on health: Evidence from the 1997 compulsory schooling reform in Turkey," Regional Science and Urban Economics, Elsevier, vol. 77(C), pages 205-221.
    11. Giorgio Brunello & Margherita Fort & Nicole Schneeweis & Rudolf Winter‐Ebmer, 2016. "The Causal Effect of Education on Health: What is the Role of Health Behaviors?," Health Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 314-336, March.
    12. Anderberg, Dan & Chevalier, Arnaud & Wadsworth, Jonathan, 2011. "Anatomy of a health scare: Education, income and the MMR controversy in the UK," Journal of Health Economics, Elsevier, vol. 30(3), pages 515-530, May.
    13. Dudovitz, R.N. & Biely, C. & Barnert, E.S. & Coker, T.R. & Guerrero, A.D. & Jackson, N. & Schickedanz, A. & Szilagyi, P.G. & Iyer, S. & Chung, P.J., 2021. "Association between school racial/ethnic composition during adolescence and adult health," Social Science & Medicine, Elsevier, vol. 272(C).
    14. Sonja Spitzer, 2020. "Biases in health expectancies due to educational differences in survey participation of older Europeans: It’s worth weighting for," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(4), pages 573-605, June.
    15. Johnston, David W. & Lordan, Grace & Shields, Michael A. & Suziedelyte, Agne, 2015. "Education and health knowledge: Evidence from UK compulsory schooling reform," Social Science & Medicine, Elsevier, vol. 127(C), pages 92-100.
    16. Ana Poças & Elias Soukiazis, 2013. "Explaining the interrelations between health, education and standards of living in Portugal. A simultaneous equation approach," International Journal of Public Policy, Inderscience Enterprises Ltd, vol. 9(3), pages 167-187.
    17. Francesco Ferrante, 2017. "Great Expectations: The Unintended Consequences of Educational Choices," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(2), pages 745-767, March.
    18. Sze Yan Liu & Jennifer J Manly & Benjamin D Capistrant & M Maria Glymour, 2015. "Historical Differences in School Term Length and Measured Blood Pressure: Contributions to Persistent Racial Disparities among US-Born Adults," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-13, June.
    19. Laura Crespo & Borja López-Noval & Pedro Mira, 2013. "Compulsory Schooling, Education and Mental Health: New Evidence from SHARELIFE," Working Papers wp2013_1304, CEMFI.
    20. Viinikainen, Jutta & Bryson, Alex & Böckerman, Petri & Kari, Jaana T. & Lehtimäki, Terho & Raitakari, Olli & Viikari, Jorma & Pehkonen, Jaakko, 2022. "Does better education mitigate risky health behavior? A mendelian randomization study," Economics & Human Biology, Elsevier, vol. 46(C).

    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:pone00:0090403. 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.