IDEAS home Printed from https://ideas.repec.org/a/jns/jbstat/v240y2020i5p653-676n4.html
   My bibliography  Save this article

The Gender-specific Role of Body Weight for Health, Earnings and Life Satisfaction in Piecewise and Simultaneous Equations Models

Author

Listed:
  • Hübler Olaf

    (Faculty of Economics, Institute for Empirical Economics, University of Hannover, Königsworther Platz 1, Hannover 30167, Germany)

Abstract

Based on the German Socio-Economic Panel, the correlation between the body mass index, health, earnings and life satisfaction is analysed by gender. The previous literature has found no consistent results. This might have several reasons. The purpose of this paper is to analyse the gender-specific role of weight in single equation, piecewise and simultaneous equations models. We ask whether this distinction is important for the degree of association between health, earnings, satisfaction and body weight. In our context, piecewise modelling means a separate inspection of weight coefficients for under- and overweight people, allowing the detection of non-linear influences. As a benchmark, we begin our estimations under the assumption that the association between health, earnings, satisfaction, and weight is the same for under- and overweight people, and that there are no jointly dependent influences between our three outcome variables. The basic results are: health worsens, income declines and satisfaction is poorer with higher body mass index. If the association with weight is separately determined for over- and underweight people, the estimates show striking differences between overweight men and women. Underweight women earn more and overweight less than others. For normal-weight men the income is on average higher than for over- and underweight men but this difference is insignificant. When matching and instrumental variables procedures are applied, the health outcome for overweight people matches that of independent and unmatched estimates. Stronger positive effects on health are found for underweight women. No clear-cut advantages in income of overweight women can be found. Underweight women and especially underweight men tend to be less happy. For overweight men this influence is ambiguous but more speaks in favour of a lesser level of satisfaction. Overweight women seem to be happier.

Suggested Citation

  • Hübler Olaf, 2020. "The Gender-specific Role of Body Weight for Health, Earnings and Life Satisfaction in Piecewise and Simultaneous Equations Models," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 240(5), pages 653-676, October.
    • Handle: RePEc:jns:jbstat:v:240:y:2020:i:5:p:653-676:n:4
    DOI: 10.1515/jbnst-2019-0002
    as

    Download full text from publisher

    File URL: https://doi.org/10.1515/jbnst-2019-0002
    Download Restriction: no
    File URL: https://libkey.io/10.1515/jbnst-2019-0002?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Justin Cook, C. & Fletcher, Jason M., 2015. "Understanding heterogeneity in the effects of birth weight on adult cognition and wages," Journal of Health Economics, Elsevier, vol. 41(C), pages 107-116.
    2. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    3. Alberto Abadie, 2020. "Statistical Nonsignificance in Empirical Economics," American Economic Review: Insights, American Economic Association, vol. 2(2), pages 193-208, June.
    4. Dahmann, Sarah C. & Schnitzlein, Daniel D., 2019. "No evidence for a protective effect of education on mental health," Social Science & Medicine, Elsevier, vol. 241(C).
    5. Oswald, Andrew J. & Powdthavee, Nattavudh, 2007. "Obesity, Unhappiness, and The Challenge of Affluence: Theory and Evidence," IZA Discussion Papers 2717, Institute of Labor Economics (IZA).
    6. Sabia, Joseph J. & Rees, Daniel I., 2012. "Body weight and wages: Evidence from Add Health," Economics & Human Biology, Elsevier, vol. 10(1), pages 14-19.
    7. Hübler, Olaf, 2017. "Health and weight – gender-specific linkages under heterogeneity, interdependence and resilience factors," Economics & Human Biology, Elsevier, vol. 26(C), pages 96-111.
    8. Luo, Mi & Zhang, Chuanchuan, 2011. "Non-linear relationship between body mass index and labor market outcomes: new evidence from China," MPRA Paper 38936, University Library of Munich, Germany, revised Feb 2012.
    9. 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.
    10. 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.
    11. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    12. Atella, Vincenzo & Pace, Noemi & Vuri, Daniela, 2008. "Are employers discriminating with respect to weight?: European Evidence using Quantile Regression," Economics & Human Biology, Elsevier, vol. 6(3), pages 305-329, December.
    13. Olaf Hübler, 2019. "The Role of Body Weight for Health, Earnings, and Life Satisfaction," SOEPpapers on Multidisciplinary Panel Data Research 1024, DIW Berlin, The German Socio-Economic Panel (SOEP).
    14. Opfinger, Matthias & Gundlach, Erich, 2011. "Religiosity as a determinant of happiness," Open Access Publications from Kiel Institute for the World Economy 48360, Kiel Institute for the World Economy (IfW Kiel).
    15. Charles L. Baum & William F. Ford, 2004. "The wage effects of obesity: a longitudinal study," Health Economics, John Wiley & Sons, Ltd., vol. 13(9), pages 885-899, September.
    16. García Villar, Jaume & Quintana-Domeque, Climent, 2009. "Income and body mass index in Europe," Economics & Human Biology, Elsevier, vol. 7(1), pages 73-83, March.
    17. Komlos, John & Brabec, Marek, 2011. "The trend of BMI values of US adults by deciles, birth cohorts 1882-1986 stratified by gender and ethnicity," Economics & Human Biology, Elsevier, vol. 9(3), pages 234-250, July.
    18. Avner Offer, 2006. "The challenge of affluence: self-control and well-being since 1950," Working Papers 6020, Economic History Society.
    19. Fahr, René, 2006. "The Wage Effects of Social Norms: Evidence of Deviations from Peers’ Body-Mass in Europe," IZA Discussion Papers 2323, Institute of Labor Economics (IZA).
    20. Susan Averett & Sanders Korenman, 1996. "The Economic Reality of the Beauty Myth," Journal of Human Resources, University of Wisconsin Press, vol. 31(2), pages 304-330.
    21. Marina Selini Katsaiti, 2012. "Obesity and happiness," Applied Economics, Taylor & Francis Journals, vol. 44(31), pages 4101-4114, November.
    22. Alois Stutzer, 2009. "Happiness when Temptation Overwhelms Willpower," Chapters, in: Amitava Krishna Dutt & Benjamin Radcliff (ed.), Happiness, Economics and Politics, chapter 5, Edward Elgar Publishing.
    23. Heineck, Guido, 2006. "Height and weight in Germany, evidence from the German Socio-Economic Panel, 2002," Economics & Human Biology, Elsevier, vol. 4(3), pages 359-382, December.
    24. Komlos, John & Kelly, Inas (ed.), 2016. "The Oxford Handbook of Economics and Human Biology," OUP Catalogue, Oxford University Press, number 9780199389292.
    25. Martin Huber & Michael Lechner & Andreas Steinmayr, 2015. "Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour," Empirical Economics, Springer, vol. 49(1), pages 1-31, August.
    26. Amitava Krishna Dutt & Benjamin Radcliff (ed.), 2009. "Happiness, Economics and Politics," Books, Edward Elgar Publishing, number 13280.
    27. Easterlin, Richard A., 2016. "Happiness, Growth, and the Life Cycle," OUP Catalogue, Oxford University Press, number 9780198779988 edited by Hinte, Holge & Zimmermann, Klaus F..
    28. Rachel M. McCleary & Robert J. Barro, 2006. "Religion and Economy," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 49-72, Spring.
    29. Wang-Sheng Lee & Zhong Zhao, 2017. "Height, Weight and Well-Being for Rural, Urban and Migrant Workers in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(1), pages 117-136, May.
    30. Olaf Hübler, 2017. "Health and Weight," SOEPpapers on Multidisciplinary Panel Data Research 914, DIW Berlin, The German Socio-Economic Panel (SOEP).
    31. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    32. 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.
    33. F. Kropfh䵦szlig;er & M. Sunder, 2015. "A weighty issue revisited: the dynamic effect of body weight on earnings and satisfaction in Germany," Applied Economics, Taylor & Francis Journals, vol. 47(41), pages 4364-4376, September.
    34. Andrew J. Oswald & Nattavudh Powdthavee, 2007. "Review 1: Obesity, Unhappiness, and The Challenge of Affluence: Theory and Evidence," Economic Journal, Royal Economic Society, vol. 117(521), pages 441-454, June.
    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. Hübler, Olaf, 2019. "The Role of Body Weight for Health, Earnings and Life Satisfaction," IZA Discussion Papers 12078, Institute of Labor Economics (IZA).
    2. Jiangli Dou & Limin Du & Ken Wang & Hailin Sun & Chenggang Zhang, 2020. "Wage Penalties or Wage Premiums? A Socioeconomic Analysis of Gender Disparity in Obesity in Urban China," IJERPH, MDPI, vol. 17(19), pages 1-20, September.
    3. Pagan, Ricardo & Haro, Carmen Ordóñez de & Sánchez, Carlos Rivas, 2016. "Obesity, job satisfaction and disability at older ages in Europe," Economics & Human Biology, Elsevier, vol. 20(C), pages 42-54.
    4. Raymundo M. Campos-Vazquez & Roy Nuñez, 2019. "Obesity and labor market outcomes in Mexico/Obesidad y el mercado de trabajo en México," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 34(2), pages 159-196.
    5. Groves, Jeremy & Wilcox, Virginia, 2023. "The impact of overweight and obesity on unemployment duration among young American workers," Economics & Human Biology, Elsevier, vol. 51(C).
    6. Mosca, Irene, 2013. "Body mass index, waist circumference and employment: Evidence from older Irish adults," Economics & Human Biology, Elsevier, vol. 11(4), pages 522-533.
    7. Kinge, Jonas Minet, 2015. "Body mass index and employment status: a new look," HERO Online Working Paper Series 2015:3, University of Oslo, Health Economics Research Programme.
    8. Christina Hansen Edwards & Johan Håkon Bjørngaard & Jonas Minet Kinge, 2021. "The relationship between body mass index and income: Using genetic variants from HUNT as instrumental variables," Health Economics, John Wiley & Sons, Ltd., vol. 30(8), pages 1933-1949, August.
    9. Nuñez, Roy, 2020. "Obesity and labor market in Peru," MPRA Paper 105621, University Library of Munich, Germany.
    10. Kinge, Jonas Minet, 2016. "Body mass index and employment status: A new look," Economics & Human Biology, Elsevier, vol. 22(C), pages 117-125.
    11. 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.
    12. Olivier Bargain & Jinan Zeidan, 2019. "Heterogeneous effects of obesity on mental health: Evidence from Mexico," Health Economics, John Wiley & Sons, Ltd., vol. 28(4), pages 447-460, April.
    13. Hübler, Olaf, 2017. "Health and Body Mass Index: No Simple Relationship," IZA Discussion Papers 10620, Institute of Labor Economics (IZA).
    14. Shoshana Grossbard & Sankar Mukhopadhyay, 2017. "Marriage markets as explanation for why heavier people work more hours," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-30, December.
    15. Margareta Dackehag & Ulf-G. Gerdtham & Martin Nordin, 2015. "Productivity or discrimination? An economic analysis of excess-weight penalty in the Swedish labor market," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(6), pages 589-601, July.
    16. Mosca, Irene, 2012. "Obesity and Employment in Ireland: Moving Beyond BMI," Papers WP431, Economic and Social Research Institute (ESRI).
    17. Jonas Minet Kinge, 2017. "Waist circumference, body mass index, and employment outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(6), pages 787-799, July.
    18. Kinge, Jonas Minet, 2016. "Waist circumference, body mass index and employment outcomes," HERO Online Working Paper Series 2016:4, University of Oslo, Health Economics Research Programme.
    19. Hübler, Olaf, 2017. "Health and weight – gender-specific linkages under heterogeneity, interdependence and resilience factors," Economics & Human Biology, Elsevier, vol. 26(C), pages 96-111.
    20. Ehsan Latif, 2014. "Obesity and happiness: does gender matter?," Economics and Business Letters, Oviedo University Press, vol. 3(1), pages 59-67.

    More about this item

    Keywords

    body mass index; health; income; satisfaction; gender; non-linearity; correlated errors; endogeneity; matching; generated instrumental variables;
    All these keywords.

    JEL classification:

    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:jns:jbstat:v:240:y:2020:i:5:p:653-676:n:4. 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: Peter Golla (email available below). General contact details of provider: https://www.degruyter.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.