Araujo, Ricardo Azevedo and Loureiro, Paulo Roberto and Souza, Nathalia Almeida (2011): An Empirical Evaluation of an Evolutionary Game Theory Model of the Labor Market.
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Abstract
In this paper we intend to perform an empirical evaluation of the evolutionary game theory model of the labor market developed by Araujo and Souza (2010). In order to accomplish this task we focus on the Brazilian labor market by using data from the National Household Sampling Survey – PNAD/IBGE, from 1995 to 2008. We used four different methodologies: the OLS, Pseudo-panel with fixed effects, Instrumental Variables and the Heckman Selection Model. Results indicate that the main difference between the 1995-2002 and 2003-2008 period is the impact of education over wages. According to these findings, investments in education were more profitable for the 2003-2008 period. However, all wage gaps between formal and informal markets reduced considerably.
Item Type: | MPRA Paper |
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Original Title: | An Empirical Evaluation of an Evolutionary Game Theory Model of the Labor Market |
Language: | English |
Keywords: | formal and informal and labor market, evolutionary game theory. |
Subjects: | C - Mathematical and Quantitative Methods > C7 - Game Theory and Bargaining Theory > C73 - Stochastic and Dynamic Games ; Evolutionary Games ; Repeated Games J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J23 - Labor Demand |
Item ID: | 30408 |
Depositing User: | Ricardo Araujo |
Date Deposited: | 24 Apr 2011 13:01 |
Last Modified: | 28 Sep 2019 02:47 |
References: | Arellano, M. and Bond, S. (1991). Some Tests of specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. Review of Economic Studies, Blackwell Publishing, 58(2), 277-97, April. Araujo, R. and Souza, N. (2010). An Evolutionary Game Theory Approach to the Dynamics of the Labor Market: A Formal and Informal Pespective. Structural Change and Economic Dynamics, forthcoming. Baum, C., Schaffer, M. and Stillman S., (2003). Instrumental variables and GMM: Estimation and testing, Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March. Deaton, A. (1985) Panel Data of Time Series of Cross-Section. Journal of Econometrics, 30, 109-126. De Paula, and Scheinkman, J. (2007). The Informal Sector. PIER Working Paper 07-035. Fiess, N. Fugazza, M and Maloney, W. (2010). Informal self-employment and macroeconomic fluctuations. Journal of Development Economics 91, 211–226. Fagiolo, G., Dosi, G. and Gabriele, R. (2004). Matching, Bargaining, and Wage Setting in an Evolutionary Model of Labor Market and Output Dynamics. Advances in Complex Systems, Vol. 7, No. 2 (2004) 157–186. World Scientific Publishing Company. Fortin, B., Marceau, N. and Savard, L. (1997). Taxation, wage controls and the informal sector. Journal of Public Economics 66, 293 – 312. Fortin, B. Marceau, N. and Savard, L. (1997). Taxation, wage controls and the informal sector. Journal of Public Economics, 66: 293-312. Gintis, H. (2000). Game Theory Evolving: A Problem-Centered Introduction to Modeling Strategic Interaction. Princenton University Press. Princeton. New Jersey. Gobetti, S. and Orair, R. (2010). Estimativa da Carga Tributária de 2002 A 2009. Diretoria de Estudos e Políticas Macroeconômicas. Notas Técnicas. Instituto de Pesquisa Econômica Aplicada (IPEA)N°16. Brasília, março de 2010. Hirschman, A. (1970). Exit, Voice, and Loyalty: Responses to Decline in Firms Organizations, and States. Cambridge, MA: Harvard University Press. Hausman, J. and Taylor, W. (1981). Panel data and unbservable individual effects. Econometrica, 49(6):1377-1398. Heckman, J. (1974). Shadow Prices, Market Wages, and Labor Supply, Econometrica, 1, 679-694. 1974. Heckman, J. (1979). Sample selection bias as a specification error. Econometrica, 47(1):153-161. Heckman, J. (1980). Varieties of Selection Bias. American Economic Review, 80, 313-318. 1980. Hofbauer, J. and Sigmund, K. (2003). Evolutionary Games and Population Dynamics. Cambridge University Press. United Kingdom. Loayza, N. (1996). The Economics of the Informal Sector: A Simple Model and Some Empirical Evidence from Latin America. Carnegie-Rochester Conference Series on Public Policy 45, 129-62. Loayza, N., Oviedo, A. and Serven, L. (2005a). Regulation and Firm Dynamics. mimeo, The World Bank. Loayza, N. and Oviedo, A. and Serven, L. (2005b). The Impact of Regulation on Growth and Informality: Cross Country Evidence. World Bank Policy Working Paper 3623. Loyaza, N. and Rigolini, J. (2006). Informality trends and cycles. World Bank Policy Research Working Paper 4078. Loureiro, P. and Galrão, F.(2001). Discriminação no mercado de trabalho: Uma análise dos setores rural e urbana no Brasil. Economia aplicada, v. 5, n. 3, p. 519-545. Maloney, W. (2004). Informality Revisited. World Development, 32, 1159 – 1178. Mattos, E. and Ogura, L. (2007). Skill differentiation between formal and informal employment. Journal of Economic Studies 36(5), 461 – 478. Mulinge M.; Mueller C.W. (1998) Employee Job Satisfaction in Developing Countries: The Case of Kenya. World Development 26(12), 2189-2199. Pissarides, C. (2000). Equilibrium Unemployment Theory. The MIT Press. Cambridge, Massachusetts. Quandt, R. and Rosen, H., (1986). Unemployment, Disequilibrium and the Short Run Phillips Curve: An Econometric Approach. Journal of Applied Econometric 1(3), 235 – 53. Saavedra, J. and Chong, A. (1999). Structural Reforms, Institutions and the Informal Sector in Peru. Journal of Development Studies 35 (4), 95-116. Sachsida, A., Loureiro, P., and Mendonça, M. (2004) Um estudo sobre retorno em escolaridade no Brasil. Revista Brasileira de Economia, v. 58, p. 249-265. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/30408 |