IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/19143.html
   My bibliography  Save this paper

Food Prices and Body Fatness among Youths

Author

Listed:
  • Michael Grossman
  • Erdal Tekin
  • Roy Wada

Abstract

In this paper, we examine the effect of food prices on clinical measures of obesity, including body mass index (BMI) and percentage body fat (PBF) measures derived from bioelectrical impedance analysis (BIA) and dual energy x-ray absorptiometry (DXA), among youths ages 12 through 18. The empirical analyses employ data from various waves of the National Health and Nutrition Examination Survey (NHANES) merged with several food prices measured by county and year. This is the first study to consider clinically measured levels of body composition rather than BMI to investigate the effects of food prices on obesity among youths. We also examine whether the effects of food prices on body composition differ by gender and race/ethnicity. Our findings suggest that increases in the real price of one calorie in food for home consumption and the real price of fast-food restaurant food lead to improvements in obesity outcomes among youths. We also find that an increase in the real price of fruits and vegetables has negative consequences for these outcomes. Finally, our results indicate that measures of PBF derived from BIA and DXA are no less sensitive and in some cases more sensitive to the prices just mentioned than BMI.

Suggested Citation

  • Michael Grossman & Erdal Tekin & Roy Wada, 2013. "Food Prices and Body Fatness among Youths," NBER Working Papers 19143, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:19143
    Note: HE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w19143.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Darius Lakdawalla & Tomas Philipson, 2002. "The Growth of Obesity and Technological Change: A Theoretical and Empirical Examination," Working Papers 0203, Harris School of Public Policy Studies, University of Chicago.
    2. Gary S. Becker & Casey B. Mulligan, 1997. "The Endogenous Determination of Time Preference," The Quarterly Journal of Economics, Oxford University Press, vol. 112(3), pages 729-758.
    3. repec:mpr:mprres:4231 is not listed on IDEAS
    4. Grossman, Michael & Mocan, Naci (ed.), 2011. "Economic Aspects of Obesity," National Bureau of Economic Research Books, University of Chicago Press, number 9780226310091, October.
    5. Wada, Roy & Tekin, Erdal, 2010. "Body composition and wages," Economics & Human Biology, Elsevier, vol. 8(2), pages 242-254, July.
    6. M. Christopher Auld & Lisa M. Powell, 2009. "Economics of Food Energy Density and Adolescent Body Weight," Economica, London School of Economics and Political Science, vol. 76(304), pages 719-740, October.
    7. Fletcher, Jason M. & Frisvold, David E. & Tefft, Nathan, 2010. "The effects of soft drink taxes on child and adolescent consumption and weight outcomes," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 967-974, December.
    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. Shin-Yi Chou & Inas Rashad & Michael Grossman, 2008. "Fast-Food Restaurant Advertising on Television and Its Influence on Childhood Obesity," Journal of Law and Economics, University of Chicago Press, vol. 51(4), pages 599-618, November.
    10. Lee, Helen, 2012. "The role of local food availability in explaining obesity risk among young school-aged children," Social Science & Medicine, Elsevier, vol. 74(8), pages 1193-1203.
    11. Conti, Gabriella & Heckman, James J., 2012. "The Economics of Child Well-Being," IZA Discussion Papers 6930, Institute of Labor Economics (IZA).
    12. Inas Rashad & Michael Grossman & Shin-Yi Chou, 2006. "The Super Size of America: An Economic Estimation of Body Mass Index and Obesity in Adults," Eastern Economic Journal, Eastern Economic Association, vol. 32(1), pages 133-148, Winter.
    13. Powell, Lisa M., 2009. "Fast food costs and adolescent body mass index: Evidence from panel data," Journal of Health Economics, Elsevier, vol. 28(5), pages 963-970, September.
    14. Michael Grossman & Naci H. Mocan, 2011. "Economic Aspects of Obesity," NBER Books, National Bureau of Economic Research, Inc, number gros09-1.
    15. Naci Mocan & Erdal Tekin, 2011. "Obesity, Self-Esteem and Wages," NBER Chapters, in: Economic Aspects of Obesity, pages 349-380, National Bureau of Economic Research, Inc.
    16. Michael Grossman & Erdal Tekin & Roy Wada, 2012. "Fast-Food Restaurant Advertising on Television and Its Influence on Youth Body Composition," NBER Working Papers 18640, National Bureau of Economic Research, Inc.
    17. Roubenoff, R. & Dallal, G.E. & Wilson, P.W.F., 1995. "Predicting body fatness: The body mass index vs estimation by bioelectrical impedance," American Journal of Public Health, American Public Health Association, vol. 85(5), pages 726-728.
    18. Burkhauser, Richard V. & Cawley, John, 2008. "Beyond BMI: The value of more accurate measures of fatness and obesity in social science research," Journal of Health Economics, Elsevier, vol. 27(2), pages 519-529, March.
    19. Committee on Prevention of Obesity in Children & Youth of which Robert C. Whitaker is a member, "undated". "Preventing Childhood Obesity: Health in the Balance," Mathematica Policy Research Reports 655b9b55a39f4db1a879cc8bb, Mathematica Policy Research.
    20. Johansson, Edvard & Böckerman, Petri & Kiiskinen, Urpo & Heliövaara, Markku, 2009. "Obesity and labour market success in Finland: The difference between having a high BMI and being fat," Economics & Human Biology, Elsevier, vol. 7(1), pages 36-45, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. #HEJC papers for August 2013
      by academichealtheconomists in The Academic Health Economists' Blog on 2013-08-01 04:00:48

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jan Marcus & Thomas Siedler & Nicolas R. Ziebarth, 2022. "The Long-Run Effects of Sports Club Vouchers for Primary School Children," American Economic Journal: Economic Policy, American Economic Association, vol. 14(3), pages 128-165, August.
    2. Dragone, D. & Ziebarth, N.R., 2015. "Non-Separable Time Preferences and Novelty Consumption: Theory and Evidence from the East German Transition to Capitalism," Health, Econometrics and Data Group (HEDG) Working Papers 15/28, HEDG, c/o Department of Economics, University of York.
    3. Buttet, Sebastien & Dolar, Veronika, 2015. "Toward a quantitative theory of food consumption choices and body weight," Economics & Human Biology, Elsevier, vol. 17(C), pages 143-156.
    4. Stephen Popick & Anthony M. Yezer, 2015. "Amenity, Diversity and Obesity: Unobserved Heretogeneity in Cities," Working Papers 2015-12, The George Washington University, Institute for International Economic Policy.
    5. Anthony M Yezer & Stephen J Popick, 2017. "Climate Preferences, Obesity, and Unobserved Heterogeneity in Cities," The Review of Regional Studies, Southern Regional Science Association, vol. 47(3), pages 309-329, Fall.
    6. Dragone, Davide & Ziebarth, Nicolas R., 2015. "Economic Development, Novelty Consumption, and Body Weight: Evidence from the East German Transition to Capitalism," IZA Discussion Papers 8967, Institute of Labor Economics (IZA).
    7. Brown, Christian & Routon, P. Wesley, 2018. "On the distributional and evolutionary nature of the obesity wage penalty," Economics & Human Biology, Elsevier, vol. 28(C), pages 160-172.
    8. Xin Xu & Jayachandran N Variyam & Zhenxiang Zhao & Frank J Chaloupka, 2014. "Relative Food Prices and Obesity in U.S. Metropolitan Areas: 1976-2001," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-22, December.
    9. Dragone, Davide & Ziebarth, Nicolas R., 2017. "Non-separable time preferences, novelty consumption and body weight: Theory and evidence from the East German transition to capitalism," Journal of Health Economics, Elsevier, vol. 51(C), pages 41-65.
    10. Loureiro, Maria L. & Rahmani, Djamel, 2016. "The incidence of calorie labeling on fast food choices: A comparison between stated preferences and actual choices," Economics & Human Biology, Elsevier, vol. 22(C), pages 82-93.
    11. Xiangjun Wu & Juan Xu, 2021. "Drivers of food price in China: A heterogeneous panel SVAR approach," Agricultural Economics, International Association of Agricultural Economists, vol. 52(1), pages 67-79, January.
    12. Wada, Roy & Han, Euna & Powell, Lisa M., 2015. "Associations between soda prices and intake: Evidence from 24-h dietary recall data," Food Policy, Elsevier, vol. 55(C), pages 54-60.
    13. Buttet, Sebastien & Dolar, Veronika, 2015. "The Price Of One Sweet Calorie," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 3(4), pages 1-14, October.
    14. Rafael Moreira Claro & Vargas Hernandez & Joel Alberto & Satoru Shimokawa & Euna Han & Sharada Keats & Steve Wiggins, 2015. "The Rising Cost of a Healthy Diet – Changing Relative prices of Foods in High- Income and Emerging Economies," Working Papers id:7250, eSocialSciences.
    15. Powell, Lisa M. & Jones, Kelly & Duran, Ana Clara & Tarlov, Elizabeth & Zenk, Shannon N., 2019. "The price of ultra-processed foods and beverages and adult body weight: Evidence from U.S. veterans," Economics & Human Biology, Elsevier, vol. 34(C), pages 39-48.
    16. Lisa M. Powell & Roy Wada & Tamkeen Khan & Sherry L. Emery, 2017. "Food and beverage television advertising exposure and youth consumption, body mass index and adiposity outcomes," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(2), pages 345-364, May.

    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. Gračner, Tadeja, 2021. "Bittersweet: How prices of sugar-rich foods contribute to the diet-related disease epidemic in Mexico," Journal of Health Economics, Elsevier, vol. 80(C).
    2. Kerry Anne McGeary, 2009. "The Impact of State-Level Nutrition-Education Program Funding on BMI: Evidence from the Behavioral Risk Factor Surveillance System," NBER Working Papers 15001, National Bureau of Economic Research, Inc.
    3. Nuñez, Roy, 2020. "Obesity and labor market in Peru," MPRA Paper 105621, University Library of Munich, Germany.
    4. Alois Stutzer & Armando N. Meier, 2016. "Limited Self‐control, Obesity, and the Loss of Happiness," Health Economics, John Wiley & Sons, Ltd., vol. 25(11), pages 1409-1424, November.
    5. Caliendo, Marco & Gehrsitz, Markus, 2016. "Obesity and the labor market: A fresh look at the weight penalty," Economics & Human Biology, Elsevier, vol. 23(C), pages 209-225.
    6. Odelia Rosin, 2008. "The Economic Causes Of Obesity: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 22(4), pages 617-647, September.
    7. Daouli, Joan & Davillas, Apostolos & Demoussis, Michael & Giannakopoulos, Nicholas, 2014. "Obesity persistence and duration dependence: Evidence from a cohort of US adults (1985–2010)," Economics & Human Biology, Elsevier, vol. 12(C), pages 30-44.
    8. Courtemanche, Charles & Tchernis, Rusty & Ukert, Benjamin, 2018. "The effect of smoking on obesity: Evidence from a randomized trial," Journal of Health Economics, Elsevier, vol. 57(C), pages 31-44.
    9. Susan Averett & Laura Argys & Jennifer Kohn, 2012. "Immigration, obesity and labor market outcomes in the UK," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-19, December.
    10. Wada, Roy & Tekin, Erdal, 2010. "Body composition and wages," Economics & Human Biology, Elsevier, vol. 8(2), pages 242-254, July.
    11. McGeary, Kerry Anne, 2013. "The impact of state-level nutrition-education program funding on BMI: Evidence from the behavioral risk factor surveillance system," Social Science & Medicine, Elsevier, vol. 82(C), pages 67-78.
    12. Cotti, Chad & Tefft, Nathan, 2013. "Fast food prices, obesity, and the minimum wage," Economics & Human Biology, Elsevier, vol. 11(2), pages 134-147.
    13. Cawley, John, 2015. "An economy of scales: A selective review of obesity's economic causes, consequences, and solutions," Journal of Health Economics, Elsevier, vol. 43(C), pages 244-268.
    14. Powell, Lisa M. & Jones, Kelly & Duran, Ana Clara & Tarlov, Elizabeth & Zenk, Shannon N., 2019. "The price of ultra-processed foods and beverages and adult body weight: Evidence from U.S. veterans," Economics & Human Biology, Elsevier, vol. 34(C), pages 39-48.
    15. Powell, Lisa M. & Wada, Roy & Krauss, Ramona C. & Wang, Youfa, 2012. "Ethnic disparities in adolescent body mass index in the United States: The role of parental socioeconomic status and economic contextual factors," Social Science & Medicine, Elsevier, vol. 75(3), pages 469-476.
    16. Cavaco, Sandra & Eriksson, Tor & Skalli, Ali, 2014. "Life cycle development of obesity and its determinants in six European countries," Economics & Human Biology, Elsevier, vol. 14(C), pages 62-78.
    17. Barone, Adriana & Nese, Annamaria, 2015. "Body Weight and Gender: Academic Choice and Performance," MPRA Paper 68450, University Library of Munich, Germany.
    18. BARONE, Adriana & NESE, Annamaria, 2014. "Body Weight and Academic Performance: Gender and Peer Effects," CELPE Discussion Papers 129, CELPE - Centre of Labour Economics and Economic Policy, University of Salerno, Italy.
    19. Charles J. Courtemanche & Joshua C. Pinkston & Christopher J. Ruhm & George L. Wehby, 2016. "Can Changing Economic Factors Explain the Rise in Obesity?," Southern Economic Journal, John Wiley & Sons, vol. 82(4), pages 1266-1310, April.
    20. Pieroni, Luca & Salmasi, Luca, 2010. "Body weight and socio-economic determinants: quantile estimations from the British Household Panel Survey," ISER Working Paper Series 2010-41, Institute for Social and Economic Research.

    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:19143. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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: (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.