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DEA with non-monotonic variables. Application to EU governments’ macroeconomic efficiency

Author

Listed:
  • Gabriel Villa

    (University of Seville)

  • Sebastián Lozano

    (University of Seville)

Abstract

Conventional Data Envelopment Analysis (DEA) considers monotonic variables, ie the lower the inputs and the larger the outputs, the better. There are, however, occasions when the monotonicity of a variable with respect to efficiency depends on the value of the variable, that is in a certain range of values an increase in the variable is desirable, while in another range it is a decrease of the variable that is desirable. In this paper, a DEA model that solves problems considering non-monotonic variables is proposed. An application to assess the macroeconomic efficiency of European Union Member States, as regards taxation, gross debt, GDP growth and employment is presented.

Suggested Citation

  • Gabriel Villa & Sebastián Lozano, 2016. "DEA with non-monotonic variables. Application to EU governments’ macroeconomic efficiency," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(12), pages 1510-1523, December.
    • Handle: RePEc:pal:jorsoc:v:67:y:2016:i:12:d:10.1057_jors.2016.36
    DOI: 10.1057/jors.2016.36
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    References listed on IDEAS

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    1. Eric C. Wang & Eskander Alvi, 2011. "Relative Efficiency of Government Spending and its Determinants: Evidence from East Asian Countries," Eurasian Economic Review, Eurasia Business and Economics Society, vol. 1(1), pages 3-28, Spring.
    2. Toloo, Mehdi, 2009. "On classifying inputs and outputs in DEA: A revised model," European Journal of Operational Research, Elsevier, vol. 198(1), pages 358-360, October.
    3. Kelbesa Megersa & Danny Cassimon, 2015. "Public Debt, Economic Growth, and Public Sector Management in Developing Countries: Is There a Link?," Public Administration & Development, Blackwell Publishing, vol. 35(5), pages 329-346, December.
    4. Wen-Chih Chen, 2014. "Revisiting dual-role factors in data envelopment analysis: derivation and implications," IISE Transactions, Taylor & Francis Journals, vol. 46(7), pages 653-663.
    5. Mehdi Toloo & Mona Barat, 2015. "On considering dual-role factor in supplier selection problem," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 82(1), pages 107-122, August.
    6. Kristof Witte & Wim Moesen, 2010. "Sizing the government," Public Choice, Springer, vol. 145(1), pages 39-55, October.
    7. Facchini, François & Melki, Mickaël, 2013. "Efficient government size: France in the 20th century," European Journal of Political Economy, Elsevier, vol. 31(C), pages 1-14.
    8. Facchini, François & Melki, Mickaël, 2013. "Efficient government size: France in the 20th century," European Journal of Political Economy, Elsevier, vol. 31(C), pages 1-14.
    9. Marijana Bađun & Vedrana Pribičević & Milan Deskar-Škrbić, 2014. "Government size and efficiency as constraints to economic growth: comparing Croatia with other European countries," Post-Communist Economies, Taylor & Francis Journals, vol. 26(3), pages 297-323, September.
    10. Claessens, Stijn, 1990. "The debt laffer curve: Some estimates," World Development, Elsevier, vol. 18(12), pages 1671-1677, December.
    11. Amir Shabani & Reza Farzipoor Saen & Hussein Vazifehdoost, 2013. "The use of data envelopment analysis for international market selection in the presence of multiple dual-role factors," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 13(4), pages 471-489.
    12. Beasley, J. E., 1990. "Comparing university departments," Omega, Elsevier, vol. 18(2), pages 171-183.
    13. Toloo, Mehdi, 2014. "Notes on classifying inputs and outputs in data envelopment analysis: A comment," European Journal of Operational Research, Elsevier, vol. 235(3), pages 810-812.
    14. Biresh K. Sahoo & Debashis Acharya, 2012. "Constructing macroeconomic performance index of Indian states using DEA," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 39(1), pages 63-83, January.
    15. Eric Wang & Eskander Alvi, 2011. "Relative Efficiency of Government Spending and Its Determinants: Evidence from East Asian Countries," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 1(1), pages 3-28, June.
    16. António Afonso & Ludger Schuknecht & Vito Tanzi, 2005. "Public sector efficiency: An international comparison," Public Choice, Springer, vol. 123(3), pages 321-347, June.
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