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Effectiveness and efficiency of European Regional Development Fund on separate waste collection: evidence from Italian regions by a stochastic frontier approach

Author

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  • Massimiliano Agovino

    (University of Naples “Parthenope”)

  • Mariaconcetta Casaccia

    (University “G. D’Annunzio” of Chieti-Pescara)

  • Alessandro Crociata

    (University “G. D’Annunzio” of Chieti-Pescara)

Abstract

The purpose of the present paper is to analyze the results of the impact of European Regional Development Fund (ERDF) in Convergence regions over the 2007–2013 on separate collection rate of Italian regions. The aim is twofold: propose a groundbreaking analysis that allows us to control both for the effectiveness of the Regulation (EC) No. 1080/2006, by a Difference in differences equation (DID), and the Regions’ efficiency in the separate collection process, by a stochastic frontier analysis (SFA). Specifically, the SFA allows us to model the DID equation in order to take account the regions’ efficiency in the separate collection process in terms of institutional quality. In particular, we use a panel with two dimensions: temporal—9 yearly observations from 2004 to 2012; and cross-sectional—20 regions. The estimates suggest that ERDF have not contributed to reducing the structural divide in Italy and its managerial slack has triggered in the failure of the convergence objective. Policy implications are discussed.

Suggested Citation

  • Massimiliano Agovino & Mariaconcetta Casaccia & Alessandro Crociata, 2017. "Effectiveness and efficiency of European Regional Development Fund on separate waste collection: evidence from Italian regions by a stochastic frontier approach," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(1), pages 105-137, April.
  • Handle: RePEc:spr:epolit:v:34:y:2017:i:1:d:10.1007_s40888-016-0050-2
    DOI: 10.1007/s40888-016-0050-2
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    as
    1. Damiano Fiorillo, 2013. "Household waste recycling: national survey evidence from Italy," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 56(8), pages 1125-1151, October.
    2. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
    3. Infante, Davide & Smirnova, Janna, 2009. "Rent-seeking under a weak institutional environment," Economics Letters, Elsevier, vol. 104(3), pages 118-121, September.
    4. Hornik, Jacob & Cherian, Joseph & Madansky, Michelle & Narayana, Chem, 1995. "Determinants of recycling behavior: A synthesis of research results," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 24(1), pages 105-127.
    5. D’Amato, Alessio & Mazzanti, Massimiliano & Nicolli, Francesco, 2015. "Waste and organized crime in regional environments," Resource and Energy Economics, Elsevier, vol. 41(C), pages 185-201.
    6. Massimiliano Mazzanti & Anna Montini & Francesco Nicolli, 2012. "Waste dynamics in economic and policy transitions: decoupling, convergence and spatial effects," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 55(5), pages 563-581, August.
    7. Camilla Mastromarco & Léopold Simar, 2015. "Effect of FDI and Time on Catching Up: New Insights from a Conditional Nonparametric Frontier Analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(5), pages 826-847, August.
    8. Sjef Ederveen & Henri L.F. de Groot & Richard Nahuis, 2006. "Fertile Soil for Structural Funds?A Panel Data Analysis of the Conditional Effectiveness of European Cohesion Policy," Kyklos, Wiley Blackwell, vol. 59(1), pages 17-42, February.
    9. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2007. "Social Capital as Good Culture," NBER Working Papers 13712, National Bureau of Economic Research, Inc.
    10. Cinzia Daraio & Léopold Simar, 2005. "Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach," Journal of Productivity Analysis, Springer, vol. 24(1), pages 93-121, September.
    11. D'Alisa, Giacomo & Burgalassi, David & Healy, Hali & Walter, Mariana, 2010. "Conflict in Campania: Waste emergency or crisis of democracy," Ecological Economics, Elsevier, vol. 70(2), pages 239-249, December.
    12. Annamaria Nifo & Gaetano Vecchione, 2014. "Do Institutions Play a Role in Skilled Migration? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1628-1649, October.
    13. Damania, Richard & Fredriksson, Per G. & List, John A., 2003. "Trade liberalization, corruption, and environmental policy formation: theory and evidence," Journal of Environmental Economics and Management, Elsevier, vol. 46(3), pages 490-512, November.
    14. Wang, Hung-Jen & Ho, Chia-Wen, 2010. "Estimating fixed-effect panel stochastic frontier models by model transformation," Journal of Econometrics, Elsevier, vol. 157(2), pages 286-296, August.
    15. Massimiliano Mazzanti & Anna Montini & Roberto Zoboli, 2006. "Municipal Waste Production, Economic Drivers, and ‘New’ Waste Policies: EKC Evidence from Italian Regional and Provincial Panel Data," Working Papers 2006.155, Fondazione Eni Enrico Mattei.
    16. Craig Leisher & Leah H. Samberg & Pieter Van Buekering & M. Sanjayan, 2013. "Focal Areas for Measuring the Human Well-Being Impacts of a Conservation Initiative," Sustainability, MDPI, vol. 5(3), pages 1-14, March.
    17. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    18. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    19. Massimiliano Agovino & Antonio Garofalo & Angela Mariani, 2017. "Separate waste collection in Italy: the role of socio-cultural factors and targets set by law," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(2), pages 589-605, April.
    20. Bădin, Luiza & Daraio, Cinzia & Simar, Léopold, 2012. "How to measure the impact of environmental factors in a nonparametric production model," European Journal of Operational Research, Elsevier, vol. 223(3), pages 818-833.
    21. Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
    22. George Halkos & Shunsuke Managi & Nickolaos Tzeremes, 2015. "The effect of natural and man-made disasters on countries’ production efficiency," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 4(1), pages 1-13, December.
    23. 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.
    24. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    25. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Alfred Marshall Lecture Social Capital as Good Culture," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 295-320, 04-05.
    26. Federico Belotti & Silvio Daidone & Giuseppe Ilardi & Vincenzo Atella, 2013. "Stochastic frontier analysis using Stata," Stata Journal, StataCorp LP, vol. 13(4), pages 718-758, December.
    27. Welsch, Heinz, 2004. "Corruption, growth, and the environment: a cross-country analysis," Environment and Development Economics, Cambridge University Press, vol. 9(5), pages 663-693, October.
    28. Cole, Matthew A., 2007. "Corruption, income and the environment: An empirical analysis," Ecological Economics, Elsevier, vol. 62(3-4), pages 637-647, May.
    29. Dan LUPU & Mircea ASANDULUI, 2015. "Comparative Assessment Of Efficiency In Attracting European Funds By Regions Of Eastern European Countries," CES Working Papers, Centre for European Studies, Alexandru Ioan Cuza University, vol. 7(2a), pages 531-544, September.
    30. Richard Damania & Per Fredriksson & Muthukumara Mani, 2004. "The Persistence of Corruption and Regulatory Compliance Failures: Theory and Evidence," Public Choice, Springer, vol. 121(3), pages 363-390, February.
    31. A. Charnes & W. W. Cooper & E. Rhodes, 1981. "Evaluating Program and Managerial Efficiency: An Application of Data Envelopment Analysis to Program Follow Through," Management Science, INFORMS, vol. 27(6), pages 668-697, June.
    32. Guilkey, David K & Lovell, C A Knox & Sickles, Robin C, 1983. "A Comparison of the Performance of Three Flexible Functional Forms," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 24(3), pages 591-616, October.
    33. Mora, Ricardo & Reggio, Iliana, 2012. "Treatment effect identification using alternative parallel assumptions," UC3M Working papers. Economics we1233, Universidad Carlos III de Madrid. Departamento de Economía.
    34. Odysseas Katsaitis & Dimitris Doulos, 2009. "The Impact of EU Structural Funds on FDI," Kyklos, Wiley Blackwell, vol. 62(4), pages 563-578, November.
    35. Bhattarai, Madhusudan & Hammig, Michael, 2004. "Governance, economic policy, and the environmental Kuznets curve for natural tropical forests," Environment and Development Economics, Cambridge University Press, vol. 9(3), pages 367-382, July.
    36. Annegrete Bruvoll & Karine Nyborg, 2004. "The Cold Shiver of Not Giving Enough: On the Social Cost of Recycling Campaigns," Land Economics, University of Wisconsin Press, vol. 80(4).
    37. Ricardo Mora & Iliana Reggio, 2014. "DIDQ: Stata module to compute treatment effects under alternative Parallel-q assumptions," Statistical Software Components S457810, Boston College Department of Economics, revised 02 Mar 2021.
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    Cited by:

    1. Gaetano Musella & Massimiliano Agovino & Mariaconcetta Casaccia & Alessandro Crociata, 2019. "Evaluating waste collection management: the case of macro-areas and municipalities in Italy," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(6), pages 2857-2889, December.
    2. Massimiliano Agovino & Maria Ferrara & Katia Marchesano & Antonio Garofalo, 2020. "The separate collection of recyclable waste materials as a flywheel for the circular economy: the role of institutional quality and socio-economic factors," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(2), pages 659-681, July.

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    More about this item

    Keywords

    Government policy; Recycling; Panel data models; Difference-in-differences treatment effects; Stochastic frontier analysis; Structural fund;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • Q59 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Other

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