IDEAS home Printed from https://ideas.repec.org/p/erg/wpaper/862.html

Evaluation of Tunisian Regions’ Efficiency Using DEA and TOBIT Models

Author

Listed:
  • Lamia Mokaddem

    (University of Tunis El Manar, Tunisia)

Abstract

The main objective of the Tunisian regional policy in the forthcoming period is to reduce disparities between the regions. Within this scope, regions try to benefit from a set of socioeconomic factors in order to reduce poverty, to increase employment and achieve a standard rate of economic growth. The purpose of this paper is to evaluate the effectiveness of the way each Tunisian delegation utilizes its resources in order to achieve regional development. Data Envelopment Analysis (DEA) is adopted in order to evaluate the efficiency of Tunisian delegations in the year 2010, the year preceding the Tunisian revolution. Efficiency scores are consequently explained using Tobit analysis with a set of relevant explanatory variables playing the role of non-discretionary inputs.

Suggested Citation

  • Lamia Mokaddem, 2014. "Evaluation of Tunisian Regions’ Efficiency Using DEA and TOBIT Models," Working Papers 862, Economic Research Forum, revised Nov 2014.
    • Handle: RePEc:erg:wpaper:862
    as

    Download full text from publisher

    File URL: http://erf.org.eg/wp-content/uploads/2015/12/862.pdf
    Download Restriction: no
    File URL: http://bit.ly/2lvCuP5
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    2. Joaquin Maudos & Jose Pastor & Lorenzo Serrano, 2000. "Efficiency and Productive Specialization: An Application to the Spanish Regions," Regional Studies, Taylor & Francis Journals, vol. 34(9), pages 829-842.
    3. Charnes, Abraham & Cooper, William W. & Li, Shanling, 1989. "Using data envelopment analysis to evaluate efficiency in the economic performance of Chinese cities," Socio-Economic Planning Sciences, Elsevier, vol. 23(6), pages 325-344.
    4. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    5. Heikki Loikkanen & Ilkka Susiluoton, 2000. "Cost Efficiency of Finnish Municipalities in Basic Service Provision 1994-2002," Regional and Urban Modeling 283600056, EcoMod.
    6. Loikkanen, Heikki A. & Susiluoto, Ilkka, 2002. "An evaluation of economic efficiency of finnish regions by DEA and Tobit models," ERSA conference papers ersa02p237, European Regional Science Association.
    7. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    8. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    9. Afonso, António & Fernandes, Sónia, 2008. "Assessing and explaining the relative efficiency of local government," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(5), pages 1946-1979, October.
    10. Lorena Škuflić & Danijela Rabar & Bruno Škrinjarić, 2013. "Assessment of the efficiency of Croatia compared to other European countries using data envelopment analysis with application of window analysis," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 5(1), pages 104-123.
    Full references (including those not matched with items on IDEAS)

    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. Kalb, Alexander, 2009. "What determines local governments' technical efficiency? The case of road maintenance," ZEW Discussion Papers 09-047, ZEW - Leibniz Centre for European Economic Research.
    2. Loikkanen, Heikki A. & Susiluoto, Ilkka, 2002. "An evaluation of economic efficiency of finnish regions by DEA and Tobit models," ERSA conference papers ersa02p237, European Regional Science Association.
    3. Ilkka Susiluoto, 2001. "Efficiency of Economic Regions in Finland 1988-1999: Application of the DEA method," ERSA conference papers ersa01p83, European Regional Science Association.
    4. Hitzschke, Stephan, 2011. "The optimal size of German cities: An efficiency analysis perspective," Darmstadt Discussion Papers in Economics 202, Darmstadt University of Technology, Department of Law and Economics.
    5. D'Inverno, Giovanna & Carosi, Laura & Ravagli, Letizia, 2018. "Global public spending efficiency in Tuscan municipalities," Socio-Economic Planning Sciences, Elsevier, vol. 61(C), pages 102-113.
    6. Hitzschke, Stephan, 2011. "The Optimal Size of German Cities An Efficiency Analysis Perspective," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 50741, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    7. Yanghong Wu & Xiaoliang Zhou, 2021. "Research on the Efficiency of China’s Fiscal Expenditure Structure under the Goal of Inclusive Green Growth," Sustainability, MDPI, vol. 13(17), pages 1-24, August.
    8. Chiu, Yung-ho & Huang, Chin-wei & Ma, Chun-Mei, 2011. "Assessment of China transit and economic efficiencies in a modified value-chains DEA model," European Journal of Operational Research, Elsevier, vol. 209(2), pages 95-103, March.
    9. Bönisch, Peter & Haug, Peter & Illy, Annette & Schreier, Lukas, 2011. "Municipality Size and Efficiency of Local Public Services: Does Size Matter?," IWH Discussion Papers 18/2011, Halle Institute for Economic Research (IWH).
    10. Adler, Nicole & Friedman, Lea & Sinuany-Stern, Zilla, 2002. "Review of ranking methods in the data envelopment analysis context," European Journal of Operational Research, Elsevier, vol. 140(2), pages 249-265, July.
    11. Caitlin O’Loughlin & Léopold Simar & Paul W. Wilson, 2023. "Methodologies for assessing government efficiency," Chapters, in: António Afonso & João Tovar Jalles & Ana Venâncio (ed.), Handbook on Public Sector Efficiency, chapter 4, pages 72-101, Edward Elgar Publishing.
    12. Tumaniants, Karen A. (Туманянц, Карэн) & Sesina, Julia E. (Сесина, Юлия), 2017. "Social Expenditures of Russian Regions in Terms of “Input-Output” [Расходы На Социальную Политику Российских Регионов В Координатах «Затраты — Результат»]," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 128-149, October.
    13. Glover, Fred & Sueyoshi, Toshiyuki, 2009. "Contributions of Professor William W. Cooper in Operations Research and Management Science," European Journal of Operational Research, Elsevier, vol. 197(1), pages 1-16, August.
    14. Karima Kourtit & Peter Nijkamp, 2013. "In Search Of Creative Champions In High-Tech Spaces: A Spatial Application Of Strategic Performance Management," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 749-777, December.
    15. Ifigeneia-Dimitra Pougkakioti, 2021. "Measuring The Efficiency And Productivity Change Of Municipalities With An Output Oriented Model:Empirical Evidence Across Greek Municipalities Over The Time Period 2012-2016," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 15(1), pages 98-125, JUNE.
    16. Cosmin Eugen ENACHE, 2012. "The efficiency of expenditure-related redistributive policies in the European countries," Timisoara Journal of Economics, West University of Timisoara, Romania, Faculty of Economics and Business Administration, vol. 5(18), pages 380-394.
    17. Chandra, Pankaj & Cooper, William W. & Li, Shanling & Rahman, Atiqur, 1998. "Using DEA To evaluate 29 Canadian textile companies -- Considering returns to scale," International Journal of Production Economics, Elsevier, vol. 54(2), pages 129-141, January.
    18. D’Inverno, Giovanna & De Witte, Kristof, 2020. "Service level provision in municipalities: A flexible directional distance composite indicator," European Journal of Operational Research, Elsevier, vol. 286(3), pages 1129-1141.
    19. Anh Ton Pham, 2026. "From efficiency measurement to spatial correlation: slacks-based directional distance function and Moran’s I study of Vietnam’s provincial development," Asia-Pacific Journal of Regional Science, Springer, vol. 10(1), pages 1-57, March.
    20. Martijn J. Burger & Kostas Kounetas & Oreste Napolitano & Spyridon Stavropoulos, 2022. "Do innovation and human capital actually narrow the technology gap? Champions and laggards of European regional productive performance," Regional Studies, Taylor & Francis Journals, vol. 56(10), pages 1655-1670, October.

    More about this item

    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:erg:wpaper:862. 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: Namees Nabeel (email available below). General contact details of provider: https://edirc.repec.org/data/erfaceg.html .

    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.