On the Nexus between Economic and Obesity Crisis in Spain: Parametric and Nonparametric Analysis of the Role of Economic Factors on Obesity Prevalence
Poor diets and rising obesity rates dominate the current food, nutrition and health policy debate in many countries, including Spain. Despite the increasing obesity rate in Spain, there has been no known published research in Spain that has studied the economic factors affecting obesity prevalence. The main aim of our work is analysing the relevance of economic factors in obesity prevalence in Spain. This aim is especially relevant in shadow of the Economic crisis that hit Spain recently. Our methodological approach depending upon the estimation of a multinomial Logit Regression (MLR) Combined with a nonparametric model, the Multivariate Adaptive Regression Splines (MARS), to judge the role of different socioeconomic factors on the obesity prevalence. Despite the desirable advantages of using nonparametric models such as MARS, our paper is the first attempt to use this type of models to analyse the determinant factors of obesity prevalence. Our results suggest that Socio Economic factors seem to have a significant impact on obesity prevalence. MARS models outperform the traditional MLR and could be a helpful tool for understanding the nature of the relationship and moreover it could be helpful as pre estimate guides the estimation of its parametric counterpart.
|Date of creation:||Apr 2014|
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- David M. Cutler & Edward L. Glaeser & Jesse M. Shapiro, 2003.
"Why Have Americans Become More Obese?,"
Journal of Economic Perspectives,
American Economic Association, vol. 17(3), pages 93-118, Summer.
- Shapiro, Jesse & Glaeser, Edward & Cutler, David, 2003. "Why Have Americans Become More Obese," Scholarly Articles 2640583, Harvard University Department of Economics.
- David M. Cutler & Edward L. Glaeser & Jesse M. Shapiro, 2003. "Why Have Americans Become More Obese?," Harvard Institute of Economic Research Working Papers 1994, Harvard - Institute of Economic Research.
- David Cutler & Edward Glaeser & Jesse Shapiro, 2003. "Why Have Americans Become More Obese?," NBER Working Papers 9446, National Bureau of Economic Research, Inc.
- Lin, Biing-Hwan & Smith, Travis A. & Lee, Jonq-Ying & Hall, Kevin D., 2011. "Measuring weight outcomes for obesity intervention strategies: The case of a sugar-sweetened beverage tax," Economics & Human Biology, Elsevier, vol. 9(4), pages 329-341.
- Shin-Yi Chou & Michael Grossman & Henry Saffer, 2002.
"An Economic Analysis of Adult Obesity: Results from the Behavioral Risk Factor Surveillance System,"
NBER Working Papers
9247, National Bureau of Economic Research, Inc.
- 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.
- Maria L. Loureiro & Rodolfo M. Nayga, 2005. "International Dimensions of Obesity and Overweight Related Problems: An Economics Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1147-1153.
- Gil, Joan & Mora, Toni, 2011.
"The determinants of misreporting weight and height: The role of social norms,"
Economics & Human Biology,
Elsevier, vol. 9(1), pages 78-91, January.
- Joan Gil & Toni Mora, 2009. "The Determinants of Misreporting Weight and Height: The Role of Social Norms," Working Papers 2009-01, FEDEA.
- Toni Mora & Joan Gil & Antoni Sicras-Mainar, 2012.
"The Influence of BMI, Obesity and Overweight on Medical Costs: A Panel Data Approach,"
- Toni Mora & Joan Gil & Antoni Sicras-Mainar, 2012. "The influence of BMI, obesity and overweight on medical costs: a panel data approach," Working Papers 2012/37, Institut d'Economia de Barcelona (IEB).
- Kuhnert, Petra M. & Do, Kim-Anh & McClure, Rod, 2000. "Combining non-parametric models with logistic regression: an application to motor vehicle injury data," Computational Statistics & Data Analysis, Elsevier, vol. 34(3), pages 371-386, September.
- James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
- Emma García & José M. Labeaga & Ana Carolina Ortega Masagué, 2006. "Maternal Employment and Childhood Obesity in Spain," Working Papers 2006-17, FEDEA.
- repec:pri:cheawb:case_and_menendez_ehb_dec_2009 is not listed on IDEAS
- Miljkovic, Dragan & Nganje, William & de Chastenet, Helene, 2008. "Economic factors affecting the increase in obesity in the United States: Differential response to price," Food Policy, Elsevier, vol. 33(1), pages 48-60, February.
- Anne Case & Alicia Menendez, 2007.
"Sex Differences in Obesity Rates in Poor Countries: Evidence from South Africa,"
NBER Working Papers
13541, National Bureau of Economic Research, Inc.
- Case, Anne & Menendez, Alicia, 2009. "Sex differences in obesity rates in poor countries: Evidence from South Africa," Economics & Human Biology, Elsevier, vol. 7(3), pages 271-282, December.
- Cavaliere, Alessia & Banterle, Alessandro, 2008. "Economic factors affecting obesity: an application in Italy," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44324, European Association of Agricultural Economists.
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