Pacheco, Francisca and Sanchez, Rafael and Villena, Mauricio G. (2017): Estimating Local Government Efficiency using a Panel Data Parametric Approach: The Case of Chilean Municipalities.
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Abstract
Previous empirical evidence on municipal efficiency mostly uses cross-sectional data which makes it impossible to separate unobserved heterogeneity from inefficiency. Furthermore, they also typically use a two stages approach which has been widely criticized as the assumptions in the first stage are violated in the second stage, generating biased results. We present a longitudinal parametric study that analyzes municipal efficiency and its determinants using a one step procedure. Moreover, we analize overall e¢ ciency as well as efficiency by clusters of municipalities in order to reduce heterogeneity. We use administrative datasets of Chilean municipalities for 2008-2010 period and our results suggest that Chilean municipalities have on average an inefficiency level of 32% with a significant variance between clusters of municipalities. Also, our results suggest that socio-economic, fiscal and political variables affect municipal efficiency. In particular, we found that municipalities with tighter budget constraints are associated with more efficient municipalities.
Item Type: | MPRA Paper |
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Original Title: | Estimating Local Government Efficiency using a Panel Data Parametric Approach: The Case of Chilean Municipalities |
English Title: | Estimating Local Government Efficiency using a Panel Data Parametric Approach: The Case of Chilean Municipalities |
Language: | English |
Keywords: | Efficiency, Local governments, Panel Data, Parametric Estimation, Chile. |
Subjects: | D - Microeconomics > D2 - Production and Organizations D - Microeconomics > D2 - Production and Organizations > D24 - Production ; Cost ; Capital ; Capital, Total Factor, and Multifactor Productivity ; Capacity H - Public Economics > H7 - State and Local Government ; Intergovernmental Relations > H71 - State and Local Taxation, Subsidies, and Revenue H - Public Economics > H7 - State and Local Government ; Intergovernmental Relations > H72 - State and Local Budget and Expenditures H - Public Economics > H8 - Miscellaneous Issues > H83 - Public Administration ; Public Sector Accounting and Audits O - Economic Development, Innovation, Technological Change, and Growth > O5 - Economywide Country Studies > O54 - Latin America ; Caribbean |
Item ID: | 99150 |
Depositing User: | Mauricio G. Villena |
Date Deposited: | 18 Mar 2020 22:44 |
Last Modified: | 18 Mar 2020 22:44 |
References: | Afonso, A. and S. Fernandez (2006) Measuring Local Government Spending E¢ ciency: Evidence for the Lisbon Region. Regional Studies, 40 (1), 39-53. Afonso, A. and S. Fernandez (2008) Assessing and explaining the relative e¢ ciency of local government. Journal of Socio-Economics, 37, 1946-1979. Aigner, D., C. Lovell and P. Schmidt (1977) "Formulation and estimation of stochastic frontier production function models". Journal of Econometrics, 6(1):21-37 Athanassopoulos, A. and K. Triantis (1998) Assessing aggregate cost e¢ ciency and the related policy implications for Greek local municipalities. INFOR, 36 (3), 66-83. Balaguer-Coll, M., D. Prior and J. Vela-Bargues (2002). E¢ ciency and quality in local government. The case of Spanish local authorities. Working paper 02/2, Departament de Economia de Empresa, Universitat Autonoma de Barcelona. Balaguer-Coll, M., D. Prior and E. Tortosa-Ausina (2007) On the determinants of local gov- ernment performance: A two stage Nonparametric Approach. European Economic Review, 51, 425-451. Battese, G. and T. Coelli (1992) Frontier Production Functions, Technical E¢ ciency and Panel Data: With Application to Paddy Farmers in India,Journal of Productivity Analysis,3, pp. 153-169. Battese, G. and T. Coelli (1995) "A Model of Technical Ine¢ ciency E¤ects in a Stochastic Frontier Production Model for Panel Data". Empirical Economics, 20, 325-332. Battese, G. and G. Corra (1977) "Estimation of a production frontier model with application to the pastoral zone of Eastern Australia". Australian Journal of Agricultural Economics, 21,167-179. Besley, T., R. Pande and V. Rao (2005) "Political selection and the quality of government: Evidence from south India". Yale University Working Paper No921. Bianchini, L. (2010) "Municipal Spending and Urban Quality life: a Stochastic frontier analysis". Draft. Cordero, J. M., Pedraja-Chaparro, F., Pisaores, E. C., & Polo, C. (2017). "E¢ ciency assessment of Portuguese municipalities using a conditional nonparametric approach". Journal of Productivity Analysis, 48(1), 1-24. De Borger, B. and K. Kerstens (1996a) Cost efficiency of Belgian local governments: A comparative analysis of FDH, DEA and econometric approaches. Regional Science and Urban Economics, 26, 145-170. De Borger, B. and K. Kerstens (1996b). Radial and Nonradial Measures of Technical Efficiency: An Empirical Illustration for Belgian Local Governments Using an FDH Reference Technology, Journal of Productivity analysis, 7, 41-62. Debreu, G. (1951) �The Coefficient of Resource Utilization,Econometrica, 19, pp. 273-292. Farrell, M. (1957) "The measurement of productive e¢ ciency". Journal of the Royal Statistical Society, 120(3):253-281 Greene, W. (1997) Frontier Production Functions. In Pesaran, M. H. and Schmidt, P. Editors, Handbook of Applied Economterics, volume II: Microeconometrics. Blackwell Publishers Ltd. Greene, W. (2003) "Distinguishing between heterogeneity and inefficiency: Stochastic frontier analysis of the world health organizations panel data on national health care systems". Draft, Department of Economics, Stern School of Business, New York University. Greene, W. (2005a) "Fixed and random e¤ects in stochastic frontier models". Journal of Productivity Analysis, 23:7-32. Greene, W. (2005b) "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model". Journal of Econometrics, 126:269-303. Greene, W. (2005c) "The Econometric Approach to E¢ ciency Analysis". Draft. Herrera, P., and P. Francke (2009) Un análisis de la e�ciencia del gasto municipal y sus determinantes. Economía, Vol. XXXII, N 63, pp. 113-178. Loikkanen, H. and I. Susiluoto (2005) "Cost Efficiency of Finnish municipalities in Basic Services Provision 1994-2002". Urban Public Economics Review, 4, 39-63. Mastromarco, C., & Simar, L. (2015). "Effect of FDI and time on catching up: New insights from a conditional nonparametric frontier analysis". Journal of Applied Econometrics, 30(5), 826-847. Meeusen, W. and J. van den Broeck (1977) "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error". International Economic Review, 18(2):435-444. Mundlak, Y. (1978) "On the pooling of time-series and cross-section data". Econometrica, 46:69-86. Narbón-Perpiñá, I., & De Witte, K. (2018). "Local governments efficiency: a systematic literature review part I & partII". International Transactions in Operational Research, 25(2),431-468. Simar, L. and P.W. Wilson (2007). Estimation and inference in two stage semiparametric models of productive efficiency, Journal of Econometrics, 136, 31-64. Stastna, L. and M. Gregor (2011) "Local Government E¢ ciency: Evidence from Czech Municipalities". IES Working Paper 14/2011. Institute of Economic Studies, Charles University in Prague. Stevenson, R. E. (1980) "Likelihood functions for generalized stochastic frontier estimations". Journal of Econometrics, 13(1):58�66. Vanden Eckaut, P., H. Tulkens and M. Jamar (1993) "Cost E¢ ciency in Belgian Municipalities". In Fried, H., C. Lovell and S. Schmidt (eds), The Measurement of Productive E¢ ciency: Techniques and Applications. Oxford University Press, 300-334. Wang, H. and P. Schmidt (2002) One Step and Two Step Estimation of the E¤ects of Exogenous Variables on Technical E¢ ciency Levels, Journal of Productivity Analysis, 18, pp.129-144. Worthington, A. (2000) Cost E¢ ciency in Australian Local Government: A Comparative Analysis of Mathematical Programming and Econometrical Approaches. Financial Accountability & Management, Vol. 16, issue 3, pp. 201-223. Worthington, A. and B. E. Dollery (2000). An empirical survey of frontier e¢ ciency measurement techniques in local government. Local Government Studies, 26:23-52. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/99150 |