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Decomposition of changes in the consumption of macronutrients in Vietnam between 2004 and 2014

Author

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  • Trinh Thi, Huong
  • Simioni, Michel
  • Thomas-Agnan, Christine
Abstract
Vietnam is undergoing a nutritional transition like many middle-income countries. This transition is characterized by an increase in per capita total calorie intake resulting from an increase in the consumption of fat and protein while the carbohydrate consumption decreases. This paper proposes to highlight the sociodemographic drivers of this transition over the period 2004–2014, using Vietnam Household Living Standard Survey data. We implement a method of decomposition of between-year differences in economic outcomes recently proposed in the literature. This method decomposes the between-year change in various indicators related to the outcome distribution (mean, median, quantiles, etc.) into (1) the effect due to between-year change in the conditional distribution of the outcome given sociodemographic characteristics, or “structure effect”, and (2) the effect due to the differences in sociodemographic characteristics across years, or “composition effect”. In turn, this last effect is decomposed into direct contributions of each sociodemographic characteristics and effects of their interactions. The composition effect, always positive, generally outweighs the structure effect when considering the between-year changes in distributions of per capita calorie intake or calorie intake coming from protein or fat. The effects of changes in the composition of the Vietnamese population thus overcome the effects of changes in preferences of the same population. This finding is reversed in the case of carbohydrates. Food expenditure and household size appear to be the main contributors to the composition effect. The positive effects of these two variables explain well most of the between-year shifts observed in the calorie intake distributions. Urbanization and level of education contribute negatively to the composition effect, with the noticeable exception of fat where the effect of urbanization is positive. But these two variables effects are negligible compared to those of food expenditure and household size.

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  • Trinh Thi, Huong & Simioni, Michel & Thomas-Agnan, Christine, 2018. "Decomposition of changes in the consumption of macronutrients in Vietnam between 2004 and 2014," Economics & Human Biology, Elsevier, vol. 31(C), pages 259-275.
  • Handle: RePEc:eee:ehbiol:v:31:y:2018:i:c:p:259-275
    DOI: 10.1016/j.ehb.2018.09.002
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    as
    1. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    2. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    3. Trivedi, Pravin K. & Zimmer, David M., 2007. "Copula Modeling: An Introduction for Practitioners," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(1), pages 1-111, April.
    4. 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.
    5. 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.
    6. Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
    7. Etile, Fabrice, 2014. "Education policies and health inequalities: Evidence from changes in the distribution of Body Mass Index in France, 1981–2003," Economics & Human Biology, Elsevier, vol. 13(C), pages 46-65.
    8. Bouis, Howarth E. & Haddad, Lawrence J., 1992. "Are estimates of calorie-income fxelasticities too high? : A recalibration of the plausible range," Journal of Development Economics, Elsevier, vol. 39(2), pages 333-364, October.
    9. Gregor Weiß, 2011. "Copula parameter estimation by maximum-likelihood and minimum-distance estimators: a simulation study," Computational Statistics, Springer, vol. 26(1), pages 31-54, March.
    10. Dwayne Benjamin & Loren Brandt & Brian McCaig, 2017. "Growth with equity: income inequality in Vietnam, 2002–14," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 15(1), pages 25-46, March.
    11. 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.
    12. Emiliano Magrini & Pierluigi Montalbano & L. Alan Winters, 2017. "Vulnerability from trade in Vietnam," Working Paper Series 2017, Department of Economics, University of Sussex Business School.
    13. 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.
    14. Margaret Grosh & Paul Glewwe, 2000. "Designing Household Survey Questionnaires for Developing Countries," World Bank Publications - Books, The World Bank Group, number 25338.
    15. Chris Sakellariou & Zheng Fang, 2014. "The Vietnam reforms, change in wage inequality and the role of the minimum wage," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 22(2), pages 313-340, April.
    16. Muth, Mary K. & Karns, Shawn A. & Nielsen, Samara Joy & Buzby, Jean C. & Wells, Hodan Farah, 2011. "Consumer-Level Food Loss Estimates and Their Use in the ERS Loss- Adjusted Food Availability Data," Technical Bulletins 184307, United States Department of Agriculture, Economic Research Service.
    17. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    18. Mark Aguiar & Erik Hurst, 2013. "Deconstructing Life Cycle Expenditure," Journal of Political Economy, University of Chicago Press, vol. 121(3), pages 437-492.
    19. Burggraf, Christine & Teuber, Ramona & Brosig, Stephan & Glauben, Thomas, 2015. "Economic growth and the demand for dietary quality: Evidence from Russia during transition," Economics & Human Biology, Elsevier, vol. 19(C), pages 184-203.
    20. Nguyen, Hoa-Thi-Minh & Kompas, Tom & Breusch, Trevor & Ward, Michael B., 2017. "Language, Mixed Communes, and Infrastructure: Sources of Inequality and Ethnic Minorities in Vietnam," World Development, Elsevier, vol. 96(C), pages 145-162.
    21. Nguyen, Binh T. & Albrecht, James W. & Vroman, Susan B. & Westbrook, M. Daniel, 2007. "A quantile regression decomposition of urban-rural inequality in Vietnam," Journal of Development Economics, Elsevier, vol. 83(2), pages 466-490, July.
    22. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    23. Martin Browning & Thomas F. Crossley & Joachim Winter, 2014. "The Measurement of Household Consumption Expenditures," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 475-501, August.
    24. Riera-Crichton, Daniel & Tefft, Nathan, 2014. "Macronutrients and obesity: Revisiting the calories in, calories out framework," Economics & Human Biology, Elsevier, vol. 14(C), pages 33-49.
    25. Leibbrandt Murray & Levinsohn James A & McCrary Justin, 2010. "Incomes in South Africa after the Fall of Apartheid," Journal of Globalization and Development, De Gruyter, vol. 1(1), pages 1-62, January.
    26. Christoph Rothe, 2015. "Decomposing the Composition Effect: The Role of Covariates in Determining Between-Group Differences in Economic Outcomes," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(3), pages 323-337, July.
    27. Foresi, S. & Paracchi, F., 1992. "The Conditional Distribution of Excess Returns: An Empirical Analysis," Working Papers 92-49, C.V. Starr Center for Applied Economics, New York University.
    28. Nie, Peng & Alfonso Leon, Alina & Díaz Sánchez, Maria Elena & Sousa-Poza, Alfonso, 2018. "The rise in obesity in Cuba from 2001 to 2010: An analysis of National Survey on Risk Factors and Chronic Diseases data," Economics & Human Biology, Elsevier, vol. 28(C), pages 1-13.
    29. Anderson, Lewis Robert, 2018. "Adolescent mental health and behavioural problems, and intergenerational social mobility: A decomposition of health selection effects," Social Science & Medicine, Elsevier, vol. 197(C), pages 153-160.
    30. Trinh Thi, Huong & Simioni, Michel & Thomas-Agnan, Christine, 2018. "Assessing the nonlinearity of the calorie-income relationship: An estimation strategy – With new insights on nutritional transition in Vietnam," World Development, Elsevier, vol. 110(C), pages 192-204.
    31. repec:hal:pseose:halshs-00978423 is not listed on IDEAS
    32. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
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    More about this item

    Keywords

    Nutrition transition; Macronutrient consumption; Decomposition methods in economics; Copula; Vietnam;
    All these keywords.

    JEL classification:

    • C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • P46 - Political Economy and Comparative Economic Systems - - Other Economic Systems - - - Consumer Economics; Health; Education and Training; Welfare, Income, Wealth, and Poverty

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