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Decomposing Differences in Cotinine Distribution between Children and Adolescents from Different Socioeconomic Backgrounds

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  • Edoka, I.P.

Abstract

This study decomposes differences in saliva log cotinine between children/adolescents from low and high socioeconomic backgrounds using the 1997/98 cross-section of the Health Survey for England (HSE). Three decomposition methods are applied including a mean-based (Oaxaca-Blinder) decomposition method and two further methods that allow the decomposition of differences in quantiles (the quantile regression and the recentered influence function regression decomposition methods). By extending the analysis beyond differences in means, this study is able to identify the contributions of different characteristics to differences in quantiles of the log cotinine distribution. Differences in log cotinine between the two study groups are decomposed into a part explained by group differences in the distribution of characteristics (composition effect) and a part explained by group differences in the impact of these characteristics (structural effect). The composition effect accounts for a larger proportion of the total difference in log cotinine compared to the structural effect. The composition effect attributable to smoking within the home explains more of socioeconomic differences at lower quantiles indicative of passive smoking compared to higher quantiles that are indicative of active smoking while the composition effect of household income and parental smoking explains more of socioeconomic differences in active smoking compared to passive smoking. The structural effect of parental smoking and smoking within homes is indicative of underlying group differences in parents‟ compensatory behaviours that limit the impact of parents‟ risky lifestyle choices on child health.

Suggested Citation

  • Edoka, I.P., 2012. "Decomposing Differences in Cotinine Distribution between Children and Adolescents from Different Socioeconomic Backgrounds," Health, Econometrics and Data Group (HEDG) Working Papers 12/29, HEDG, c/o Department of Economics, University of York.
    • Handle: RePEc:yor:hectdg:12/29
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    1. Myeong-Su Yun, 2005. "A Simple Solution to the Identification Problem in Detailed Wage Decompositions," Economic Inquiry, Western Economic Association International, vol. 43(4), pages 766-772, October.
    2. Bommier, Antoine & Stecklov, Guy, 2002. "Defining health inequality: why Rawls succeeds where social welfare theory fails," Journal of Health Economics, Elsevier, vol. 21(3), pages 497-513, May.
    3. J. Paul Leigh, 1986. "Accounting for Tastes: Correlates of Risk and Time Preferences," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 9(1), pages 17-31, September.
    4. Maria L. Loureiro & Anna Sanz-de-Galdeano & Daniela Vuri, 2010. "Smoking Habits: Like Father, Like Son, Like Mother, Like Daughter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(6), pages 717-743, December.
    5. Gary S. Becker & Casey B. Mulligan, 1997. "The Endogenous Determination of Time Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 729-758.
    6. Paul Frijters & Michael A. Shields & Stephen Wheatley Price & Jenny Williams, 2011. "Quantifying the cost of passive smoking on child health: evidence from children's cotinine samples," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 195-212, January.
    7. Doll, L. & Binder, S., 2004. "Injury Prevention Research at the Centers for Disease Control and Prevention," American Journal of Public Health, American Public Health Association, vol. 94(4), pages 522-524.
    8. Kenkel, Donald S, 1991. "Health Behavior, Health Knowledge, and Schooling," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 287-305, April.
    9. Janet Currie, 2009. "Healthy, Wealthy, and Wise: Socioeconomic Status, Poor Health in Childhood, and Human Capital Development," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 87-122, March.
    10. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    11. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    12. Novotny, T.E., 2006. "US Department of Health and Human Services: A need for global health leadership in preparedness and health diplomacy," American Journal of Public Health, American Public Health Association, vol. 96(1), pages 11-13.
    13. Carol Propper & John Rigg & Simon Burgess, 2007. "Child health: evidence on the roles of family income and maternal mental health from a UK birth cohort," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1245-1269.
    14. Balia, Silvia & Jones, Andrew M., 2008. "Mortality, lifestyle and socio-economic status," Journal of Health Economics, Elsevier, vol. 27(1), pages 1-26, January.
    15. Lisa Cameron & Jenny Williams, 2009. "Is the relationship between socioeconomic status and health stronger for older children in developing countries?," Demography, Springer;Population Association of America (PAA), vol. 46(2), pages 303-324, May.
    16. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    17. Contoyannis, Paul & Jones, Andrew M., 2004. "Socio-economic status, health and lifestyle," Journal of Health Economics, Elsevier, vol. 23(5), pages 965-995, September.
    18. Lisa M. Powell & Frank J. Chaloupka, 2005. "Parents, public policy, and youth smoking," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 24(1), pages 93-112.
    19. Laura Blow & Andrew Leicester & Frank Windmeijer, 2005. "Parental income and children's smoking behaviour: evidence from the British Household Panel Survey," IFS Working Papers W05/10, Institute for Fiscal Studies.
    20. F. L. Jones & Jonathan Kelley, 1984. "Decomposing Differences between Groups," Sociological Methods & Research, , vol. 12(3), pages 323-343, February.
    21. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    22. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    23. Steffen Reinhold & Hendrik Jürges, 2012. "Parental income and child health in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 21(5), pages 562-579, May.
    24. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    25. Simon Condliffe & Charles R. Link, 2008. "The Relationship between Economic Status and Child Health: Evidence from the United States," American Economic Review, American Economic Association, vol. 98(4), pages 1605-1618, September.
    26. I. Edoka, 2011. "Parental Income and Smoking Participation in Adolescents: Implications of misclassification error in empirical studies of adolescent smoking participation," Health, Econometrics and Data Group (HEDG) Working Papers 11/29, HEDG, c/o Department of Economics, University of York.
    27. Powell, Lisa M. & Tauras, John A. & Ross, Hana, 2005. "The importance of peer effects, cigarette prices and tobacco control policies for youth smoking behavior," Journal of Health Economics, Elsevier, vol. 24(5), pages 950-968, September.
    28. Soteriades, E.S. & DiFranza, J.R., 2003. "Parent's Socioeconomic Status, Adolescents' Disposable Income, and Adolescents' Smoking Status in Massachusetts," American Journal of Public Health, American Public Health Association, vol. 93(7), pages 1155-1160.
    29. Tuinstra, Jolanda & Groothoff, Johan W. & van den Heuvel, Wim J. A. & Post, Doeke, 1998. "Socio-economic differences in health risk behavior in adolescence: Do they exist?," Social Science & Medicine, Elsevier, vol. 47(1), pages 67-74, July.
    30. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    31. 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.
    32. Glendinning, Anthony & Shucksmith, Janet & Hendry, Leo, 1994. "Social class and adolescent smoking behaviour," Social Science & Medicine, Elsevier, vol. 38(10), pages 1449-1460, May.
    33. Vallejo-Torres, Laura & Morris, Stephen, 2010. "The contribution of smoking and obesity to income-related inequalities in health in England," Social Science & Medicine, Elsevier, vol. 71(6), pages 1189-1198, September.
    34. Currie, Alison & Shields, Michael A. & Price, Stephen Wheatley, 2007. "The child health/family income gradient: Evidence from England," Journal of Health Economics, Elsevier, vol. 26(2), pages 213-232, March.
    35. Khwaja, Ahmed & Silverman, Dan & Sloan, Frank, 2007. "Time preference, time discounting, and smoking decisions," Journal of Health Economics, Elsevier, vol. 26(5), pages 927-949, September.
    36. Murasko, Jason E., 2008. "An evaluation of the age-profile in the relationship between household income and the health of children in the United States," Journal of Health Economics, Elsevier, vol. 27(6), pages 1489-1502, December.
    37. Carol Propper & John Rigg & Simon Burgess, 2007. "Child health: evidence on the roles of family income and maternal mental health from a UK birth cohort," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1245-1269, November.
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    2. Nie, Peng & Rammohan, Anu & Gwozdz, Wencke & Sousa-Poza, Alfonso, 2016. "Developments in Undernutrition in Indian Children Under Five: A Decompositional Analysis," IZA Discussion Papers 9893, Institute of Labor Economics (IZA).

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    More about this item

    Keywords

    cotinine; socioeconomic inequality; decomposition analysis; passive smoking; active smoking;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

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