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More equal but heavier: A longitudinal analysis of income-related obesity inequalities in an adult Swedish cohort

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Abstract

Using longitudinal data over a 17 year period for a Swedish cohort aged 20-68 in 1980/81, this study analyses income-related inequalities in obesity. By use of the concentration index and decomposition techniques we answer the following questions: 1) Does obesity inequality favour or disfavour the poor? 2) What factors explain this inequality at different points in time? 3) How can the pattern of inequality over time be explained? We find that among females, inequalities in obesity favour the rich, but the estimated inequality declines over time. Income and marital status are the main driving forces behind obesity inequality, and income explains the majority of the declined obesity inequality over time. The results indicate that the main reason for the reduced obesity inequality is increased obesity prevalence, because in absolute terms obesity has increased uniformly across income groups. Thus we conclude that the reduced inequality is not due to any health policy success. Since the income elasticity of obesity is the individual most important contributor to the observed inequality, policies directed towards this factor might be the most effective. Similar trends are found for males, although less pronounced. This should be taken into account when evaluating obesity reducing policies.

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  • Ljungvall , Åsa & Gerdtham , Ulf-G, 2009. "More equal but heavier: A longitudinal analysis of income-related obesity inequalities in an adult Swedish cohort," Working Papers 2009:3, Lund University, Department of Economics.
  • Handle: RePEc:hhs:lunewp:2009_003
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    1. Costa-Font, Joan & Gil, Joan, 2008. "What lies behind socio-economic inequalities in obesity in Spain A decomposition approach," Food Policy, Elsevier, vol. 33(1), pages 61-73, February.
    2. Schroeter, Christiane & Lusk, Jayson & Tyner, Wallace, 2008. "Determining the impact of food price and income changes on body weight," Journal of Health Economics, Elsevier, vol. 27(1), pages 45-68, January.
    3. Carol Propper, 2005. "Why economics is good for your health. 2004 Royal Economic Society Public Lecture," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 987-997, October.
    4. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    5. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    6. Timothy J. Richards & Paul M. Patterson & Abebayehu Tegene, 2007. "Obesity And Nutrient Consumption: A Rational Addiction?," Contemporary Economic Policy, Western Economic Association International, vol. 25(3), pages 309-324, July.
    7. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    8. Chou, Shin-Yi & Grossman, Michael & Saffer, Henry, 2004. "An economic analysis of adult obesity: results from the Behavioral Risk Factor Surveillance System," Journal of Health Economics, Elsevier, vol. 23(3), pages 565-587, May.
    9. Edward C. Norton & Euna Han, 2008. "Genetic information, obesity, and labor market outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 17(9), pages 1089-1104, September.
    10. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    11. Adam Wagstaff, 2005. "The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality," Health Economics, John Wiley & Sons, Ltd., vol. 14(4), pages 429-432, April.
    12. Zhang, Qi & Wang, Youfa, 2004. "Socioeconomic inequality of obesity in the United States: do gender, age, and ethnicity matter?," Social Science & Medicine, Elsevier, vol. 58(6), pages 1171-1180, March.
    13. Smith, Patricia K. & Bogin, Barry & Bishai, David, 2005. "Are time preference and body mass index associated?: Evidence from the National Longitudinal Survey of Youth," Economics & Human Biology, Elsevier, vol. 3(2), pages 259-270, July.
    14. Leslie G. Godfrey, 1999. "Instrument Relevance in Multivariate Linear Models," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 550-552, August.
    15. Baum II, Charles L. & Ruhm, Christopher J., 2009. "Age, socioeconomic status and obesity growth," Journal of Health Economics, Elsevier, vol. 28(3), pages 635-648, May.
    16. Islam, M. Kamrul & Merlo, Juan & Kawachi, Ichiro & Lindström, Martin & Burström, Kristina & Gerdtham, Ulf-G., 2006. "Does it really matter where you live? A panel data multilevel analysis of Swedish municipality-level social capital on individual health-related quality of life," Health Economics, Policy and Law, Cambridge University Press, vol. 1(3), pages 209-235, July.
    17. Gerdtham, Ulf-G & Johannesson, Magnus, 2002. "Do Life-Saving Regulations Save Lives?," Journal of Risk and Uncertainty, Springer, vol. 24(3), pages 231-249, May.
    18. Rajeev Goel, 2006. "Obesity: An economic and financial perspective," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 30(3), pages 317-324, September.
    19. Darius Lakdawalla & Tomas Philipson & Jay Bhattacharya, 2005. "Welfare-Enhancing Technological Change and the Growth of Obesity," American Economic Review, American Economic Association, vol. 95(2), pages 253-257, May.
    20. John Shea, 1997. "Instrument Relevance in Multivariate Linear Models: A Simple Measure," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 348-352, May.
    21. Kakwani, Nanak & Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Socioeconomic inequalities in health: Measurement, computation, and statistical inference," Journal of Econometrics, Elsevier, vol. 77(1), pages 87-103, March.
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    2. David Madden, 2013. "The Socio-Economic Gradient Of Obesity In Ireland," The Economic and Social Review, Economic and Social Studies, vol. 44(2), pages 181-196.
    3. Karina Acosta, 2012. "La obesidad y su concentración según nivel socioeconómico en Colombia," Revista de Economía del Rosario, Universidad del Rosario, July.
    4. Giuliano Resce & Raffaele Lagravinese & Elisa Benedetti & Sabrina Molinaro, 2019. "Income-related inequality in gambling: evidence from Italy," Review of Economics of the Household, Springer, vol. 17(4), pages 1107-1131, December.
    5. Mohammad Hajizadeh & M. Karen Campbell & Sisira Sarma, 2014. "Socioeconomic inequalities in adult obesity risk in Canada: trends and decomposition analyses," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(2), pages 203-221, March.
    6. Costa-Font, Joan & Hernández-Quevedo, Cristina & Jiménez-Rubio, Dolores, 2014. "Income inequalities in unhealthy life styles in England and Spain," Economics & Human Biology, Elsevier, vol. 13(C), pages 66-75.
    7. Meng, Fan & Nie, Peng & Sousa-Poza, Alfonso, 2023. "Obesity inequality and well-being in Germany," Economics & Human Biology, Elsevier, vol. 49(C).
    8. Antonio Di Paolo & Joan Gil Trasfi & Athina Raftopoulou, 2018. "“What drives regional differences in BMI? Evidence from Spain”," AQR Working Papers 201805, University of Barcelona, Regional Quantitative Analysis Group, revised Apr 2018.
    9. Johnston, D.W. & Lordan, G., 2012. "My body is fat and my wallet is thin: The link between weight perceptions, weight control and income," Health, Econometrics and Data Group (HEDG) Working Papers 12/27, HEDG, c/o Department of Economics, University of York.
    10. Ljungvall, Åsa, 2013. "The Freer the Fatter? A Panel Study of the Relationship between Body-Mass Index and Economic Freedom," Working Papers 2013:23, Lund University, Department of Economics.
    11. Johnston, David W. & Lordan, Grace, 2014. "Weight perceptions, weight control and income: An analysis using British data," Economics & Human Biology, Elsevier, vol. 12(C), pages 132-139.
    12. Pampel, Fred C. & Denney, Justin T. & Krueger, Patrick M., 2012. "Obesity, SES, and economic development: A test of the reversal hypothesis," Social Science & Medicine, Elsevier, vol. 74(7), pages 1073-1081.
    13. Mosquera, Paola A. & San Sebastian, Miguel & Waenerlund, Anna-Karin & Ivarsson, Anneli & Weinehall, Lars & Gustafsson, Per E., 2016. "Income-related inequalities in cardiovascular disease from mid-life to old age in a Northern Swedish cohort: A decomposition analysis," Social Science & Medicine, Elsevier, vol. 149(C), pages 135-144.
    14. Bissell, Paul & Peacock, Marian & Blackburn, Joanna & Smith, Christine, 2016. "The discordant pleasures of everyday eating: Reflections on the social gradient in obesity under neo-liberalism," Social Science & Medicine, Elsevier, vol. 159(C), pages 14-21.
    15. Costa-Font, Joan & Hernández-Quevedo, Cristina, 2012. "Measuring inequalities in health: What do we know? What do we need to know?," Health Policy, Elsevier, vol. 106(2), pages 195-206.
    16. M. Boubacar Bathily & Omar Sene, 2021. "Décomposition des sources d'inégalité d'accès à la santé de l'enfant: Une analyse comparative de quelques pays d'Afrique Subsaharienne," African Development Review, African Development Bank, vol. 33(2), pages 221-233, June.
    17. Davillas, Apostolos & Benzeval, Michaela, 2016. "Alternative measures to BMI: Exploring income-related inequalities in adiposity in Great Britain," Social Science & Medicine, Elsevier, vol. 166(C), pages 223-232.
    18. Åsa Ljungvall & Ulf Gerdtham & Ulf Lindblad, 2015. "Misreporting and misclassification: implications for socioeconomic disparities in body-mass index and obesity," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(1), pages 5-20, January.
    19. Sukati, Mphumuzi, 2018. "National Income and Malnutrition in Africa: a Rapid Assessment," MPRA Paper 89403, University Library of Munich, Germany.
    20. David Madden, 2011. "The Impact of an Economic Boom on the Level and Distribution of Subjective Well-Being: Ireland, 1994–2001," Journal of Happiness Studies, Springer, vol. 12(4), pages 667-679, August.
    21. Triaca, Lívia Madeira & dos Santos, Anderson Moreira Aristides & Tejada, Cesar Augusto Oviedo, 2020. "Socioeconomic inequalities in obesity in Brazil," Economics & Human Biology, Elsevier, vol. 39(C).

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    More about this item

    Keywords

    obesity; income; inequality; ageing; women; concentration index; decomposition; Oaxaca; panel data;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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