IDEAS home Printed from https://ideas.repec.org/p/upf/upfgen/451.html
   My bibliography  Save this paper

Technical inefficiency and public capital in US States: A stochastic frontier approach

Author

Abstract

This paper estimates a translog stochastic frontier production function in the analysis of all 48 contiguous U.S. states in the period 1970-1983, to attempt to measure and explain changes in technical efficiency. The model allows technical inefficiency to vary over time, and inefficiency effects to be a function of a set of explanatory variables in which the level and composition of public capital plays an important role. Results indicated that U.S. state inefficiency levels were significantly and positively correlated with the ratio of public capital to private capital. The proportion of public capital devoted to highways is negatively correlated with technical inefficiency, suggesting that not only the level but also the composition of public capital influenced state efficiency.

Suggested Citation

  • Jaume Puig, 2000. "Technical inefficiency and public capital in US States: A stochastic frontier approach," Economics Working Papers 451, Department of Economics and Business, Universitat Pompeu Fabra.
    • Handle: RePEc:upf:upfgen:451
    as

    Download full text from publisher

    File URL: https://econ-papers.upf.edu/papers/451.pdf
    File Function: Whole Paper
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ray, Subhash C & Desli, Evangelia, 1997. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries: Comment," American Economic Review, American Economic Association, vol. 87(5), pages 1033-1039, December.
    2. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    3. Koop, Gary & Osiewalski, Jacek & Steel, Mark F J, 2000. "Modeling the Sources of Output Growth in a Panel of Countries," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(3), pages 284-299, July.
    4. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    5. Taskin, Fatma & Zaim, Osman, 1997. "Catching-up and innovation in high- and low-income countries," Economics Letters, Elsevier, vol. 54(1), pages 93-100, January.
    6. Alicia H. Munnell, 1990. "How does public infrastructure affect regional economic performance?," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 34, pages 69-112.
    7. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    8. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    9. Holtz-Eakin, Douglas, 1994. "Public-Sector Capital and the Productivity Puzzle," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 12-21, February.
    10. Garcia-Mila, Teresa & McGuire, Therese J., 1992. "The contribution of publicly provided inputs to states' economies," Regional Science and Urban Economics, Elsevier, vol. 22(2), pages 229-241, June.
    11. Alicia H. Munnell, 1992. "Policy Watch: Infrastructure Investment and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 6(4), pages 189-198, Fall.
    12. Joaquín Maudos Villarroya & José Manuel Pastor Monsálvez & Lorenzo Serrano Martínez, 1997. "Convergencia en las regiones españolas: cambio técnico, eficiencia y productividad," Working Papers. Serie EC 1997-20, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    13. Garcia-Mila, Teresa & McGuire, Therese J & Porter, Robert H, 1996. "The Effect of Public Capital in State-Level Production Functions Reconsidered," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 177-180, February.
    14. Aschauer, David Alan, 1989. "Is public expenditure productive?," Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
    15. Kodde, David A & Palm, Franz C, 1986. "Wald Criteria for Jointly Testing Equality and Inequality Restriction s," Econometrica, Econometric Society, vol. 54(5), pages 1243-1248, September.
    16. Koop, Gary & Osiewalski, Jacek & Steel, Mark F J, 2000. "A Stochastic Frontier Analysis of Output Level and Growth in Poland and Western Economies," Economic Change and Restructuring, Springer, vol. 33(3), pages 185-202.
    17. Baltagi, Badi H & Pinnoi, Nat, 1995. "Public Capital Stock and State Productivity Growth: Further Evidence from an Error Components Model," Empirical Economics, Springer, vol. 20(2), pages 351-359.
    18. 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.
    19. KOOP , Gary & OSIEWALSKI, Jacek & STEEL , Mark, 1995. "Measuring the Sources of Output Growth in a Panel of Countries," LIDAM Discussion Papers CORE 1995042, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    20. Rajiv D. Banker, 1993. "Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation," Management Science, INFORMS, vol. 39(10), pages 1265-1273, October.
    21. Koop, Gary & Osiewalski, Jacek & Steel, Mark F J, 1999. "The Components of Output Growth: A Stochastic Frontier Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(4), pages 455-487, November.
    22. Kumbhakar, Subal C. & Heshmati, Almas & Hjalmarsson, Lennart, 1997. "Temporal patterns of technical efficiency: Results from competing models," International Journal of Industrial Organization, Elsevier, vol. 15(5), pages 597-616, August.
    23. Maudos, Joaquin & Pastor, Jose Manuel & Serrano, Lorenzo, 1999. "Total factor productivity measurement and human capital in OECD countries," Economics Letters, Elsevier, vol. 63(1), pages 39-44, April.
    24. Evans, Paul & Karras, Georgios, 1994. "Are Government Activities Productive? Evidence from a Panel of U.S. States," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 1-11, February.
    25. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    26. Patricia E. Beeson & Steven Husted, 1986. "Patterns and determinants of inefficiency in state manufacturing," Working Papers (Old Series) 8603, Federal Reserve Bank of Cleveland.
    27. Chambers, Robert G. & Fare, Rolf & Grosskopf, Shawna, 1996. "Productivity Growth in APEC Countries," Working Papers 197843, University of Maryland, Department of Agricultural and Resource Economics.
    28. Kooreman, Peter, 1994. "Nursing home care in The Netherlands: a nonparametric efficiency analysis," Journal of Health Economics, Elsevier, vol. 13(3), pages 301-316, October.
    29. Wim P. M. Vijverberg & Chu-Ping C. Vijverberg & Janet L. Gamble, 1997. "Public Capital And Private Productivity," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 267-278, May.
    30. Gary Koop & Jacek Osiewalski & Mark F. J. Steel, 1999. "The Components of Output Growth: A Stochastic Frontier Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(4), pages 455-487, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Michel Janna Gandur, 2003. "Eficiencia en Costos,Cambios en las Condiciones Generales del Mercado y Crisis en la Banca Colombiana: 1992-2002," Borradores de Economia 260, Banco de la Republica de Colombia.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Andreas Stephan, 2003. "Assessing the contribution of public capital to private production: Evidence from the German manufacturing sector," International Review of Applied Economics, Taylor & Francis Journals, vol. 17(4), pages 399-417.
    2. Alfredo M. Pereira & Jorge M. Andraz, 2013. "On The Economic Effects Of Public Infrastructure Investment: A Survey Of The International Evidence," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(4), pages 1-37, December.
    3. Straub, Stephane, 2008. "Infrastructure and growth in developing countries : recent advances and research challenges," Policy Research Working Paper Series 4460, The World Bank.
    4. Nikos Benos & Nikolaos Mylonidis & Stefania Zotou, 2017. "Estimating production functions for the US states: the role of public and human capital," Empirical Economics, Springer, vol. 52(2), pages 691-721, March.
    5. Elburz, Zeynep & Nijkamp, Peter & Pels, Eric, 2017. "Public infrastructure and regional growth: Lessons from meta-analysis," Journal of Transport Geography, Elsevier, vol. 58(C), pages 1-8.
    6. Piyapong Jiwattanakulpaisarn & Robert B. Noland & Daniel J. Graham, 2012. "Marginal Productivity of Expanding Highway Capacity," Journal of Transport Economics and Policy, University of Bath, vol. 46(3), pages 333-347, September.
    7. Holmgren, Johan & Merkel, Axel, 2017. "Much ado about nothing? – A meta-analysis of the relationship between infrastructure and economic growth," Research in Transportation Economics, Elsevier, vol. 63(C), pages 13-26.
    8. Valter Di Giacinto & Giacinto Micucci & Pasqualino Montanaro, 2012. "The Macroeconomic Impact of Infrastructures: A Literature Review and Empirical Analysis on the Case of Italy," QA - Rivista dell'Associazione Rossi-Doria, Associazione Rossi Doria, issue 1, March.
    9. Brian A. Mikelbank & Randall W. Jackson, 2000. "The Role of Space in Public Capital Research," International Regional Science Review, , vol. 23(3), pages 235-258, July.
    10. Pedro R.D. Bom & Jenny E. Ligthart, 2009. "How Productive is Public Capital? A Meta-Regression Analysis," International Center for Public Policy Working Paper Series, at AYSPS, GSU paper0912, International Center for Public Policy, Andrew Young School of Policy Studies, Georgia State University.
    11. Konno, Akio & Kato, Hironori & Takeuchi, Wataru & Kiguchi, Riku, 2021. "Global evidence on productivity effects of road infrastructure incorporating spatial spillover effects," Transport Policy, Elsevier, vol. 103(C), pages 167-182.
    12. Pedro R.D. Bom & Jenny E. Ligthart, 2014. "What Have We Learned From Three Decades Of Research On The Productivity Of Public Capital?," Journal of Economic Surveys, Wiley Blackwell, vol. 28(5), pages 889-916, December.
    13. Rodriguez-Vález, Jorge & Álvarez, Antonio & Arias, Carlos & Fernández, Esteban, 2005. "Estimating the Productivity of Public Infrastructure using Maximum Entropy Econometrics," Efficiency Series Papers 2005/04, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    14. Sylvie Charlot & Virginie Piguet & Bertrand Schmitt, 2003. "Capital public et productivite quels effets sur les disparites regionales ?," Revue d'économie politique, Dalloz, vol. 113(6), pages 851-880.
    15. Pereira, Alfredo Marvao & Roca-Sagales, Oriol, 2003. "Spillover effects of public capital formation: evidence from the Spanish regions," Journal of Urban Economics, Elsevier, vol. 53(2), pages 238-256, March.
    16. Timilsina,Govinda R. & Hochman,Gal & Song,Ze, 2020. "Infrastructure, Economic Growth, and Poverty : A Review," Policy Research Working Paper Series 9258, The World Bank.
    17. Alonso-Carrera, Jaime & Freire-Serén, María Jesús & Manzano, Baltasar, 2009. "Macroeconomic effects of the regional allocation of public capital formation," Regional Science and Urban Economics, Elsevier, vol. 39(5), pages 563-574, September.
    18. Anu Tokila & Mika Haapanen, 2012. "Evaluation of Deadweight Spending in Regional Enterprise Financing," Regional Studies, Taylor & Francis Journals, vol. 46(2), pages 185-201, May.
    19. Jaime Alonso-Carrera & Maria Jesus Freire-Seren & Baltasar Manzano, 2008. "Macroeconomic Effects From The Regional Allocation Of Public Capital Formation," CAMA Working Papers 2008-09, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    20. Pedro R. D. Bom & Jenny Ligthart, 2008. "How Productive is Public Capital? A Meta-Analysis," CESifo Working Paper Series 2206, CESifo.

    More about this item

    Keywords

    Public capital productivity; technical efficiency; stochastic frontier approach;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:upf:upfgen:451. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: http://www.econ.upf.edu/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.