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Estimating the Technical Efficiency of Mexican States

Author

Listed:
  • Antonio Álvarez-Pinilla

    (Division of Economics, CIDE)

  • Rafael Garduño-Rivera
  • Héctor M. Núñez

    (Division of Economics, CIDE)

Abstract

In this paper we estimate the technical efficiency of Mexican states using several stochastic production frontier models. The empirical section uses panel data over the period 1988-2008. A distinctive feature of the paper is to use socioeconomic and location data in order to control for the heterogeneity of the states. We find that inefficiency explains part of the difference in production across regions, which is not accounted by other explanatory variables. Our results show that infrastructure, education, productive specialization and the presence of oil production shift the production frontier upwards. Additionally, northern states are more efficient than the rest of the country.

Suggested Citation

  • Antonio Álvarez-Pinilla & Rafael Garduño-Rivera & Héctor M. Núñez, 2015. "Estimating the Technical Efficiency of Mexican States," Working papers DTE 588, CIDE, División de Economía.
    • Handle: RePEc:emc:wpaper:dte588
    as

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    File URL: http://www.economiamexicana.cide.edu/RePEc/emc/pdf/DTE/DTE588.pdf
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    References listed on IDEAS

    as
    1. Chiquiar, Daniel, 2008. "Globalization, regional wage differentials and the Stolper-Samuelson Theorem: Evidence from Mexico," Journal of International Economics, Elsevier, vol. 74(1), pages 70-93, January.
    2. Reifschneider, David & Stevenson, Rodney, 1991. "Systematic Departures from the Frontier: A Framework for the Analysis of Firm Inefficiency," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 715-723, August.
    3. Frauke G. Braun & Astrid Cullmann, 2011. "Regional Differences of Production and Efficiency of Mexican Manufacturing: An Application of Nested and Stochastic Frontier Panel Models," Journal of Developing Areas, Tennessee State University, College of Business, vol. 45(1), pages 291-311, July-Dece.
    4. Aschauer, David Alan, 1989. "Does public capital crowd out private capital?," Journal of Monetary Economics, Elsevier, vol. 24(2), pages 171-188, September.
    5. Chávez Juan Carlos & Fonseca Felipe J., 2012. "Technical and Structural Efficiency in Mexican Manufacturing: A Regional Approach," Working Papers 2012-03, Banco de México.
    6. Bannister, Geoffrey J. & Stolp, Chandler, 1995. "Regional concentration and efficiency in Mexican manufacturing," European Journal of Operational Research, Elsevier, vol. 80(3), pages 672-690, February.
    7. Kumbhakar, Subal C & Ghosh, Soumendra & McGuckin, J Thomas, 1991. "A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 279-286, July.
    8. Caudill, Steven B & Ford, Jon M & Gropper, Daniel M, 1995. "Frontier Estimation and Firm-Specific Inefficiency Measures in the Presence of Heteroscedasticity," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 105-111, January.
    9. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    10. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Regional efficiency; stochastic frontier; state characteristics; panel data.;
    All these keywords.

    JEL classification:

    • H55 - Public Economics - - National Government Expenditures and Related Policies - - - Social Security and Public Pensions
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J26 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Retirement; Retirement Policies
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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