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Exploring Technical Efficiency in Water Supply Evidence from Ecuador: Do Region Location and Management Type Matter?

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  • Fanny Cabrera Barbecho

    (Department of Economy, Business and Sustainable Development, Faculty of Economics Sciences and Administration, University of Cuenca, Cuenca 010107, Ecuador)

  • Juan Pablo Sarmiento

    (Department of Economy, Business and Sustainable Development, Faculty of Economics Sciences and Administration, University of Cuenca, Cuenca 010107, Ecuador)

Abstract

The efficiency that drinking water suppliers have, is widely analyzed in the literature due to the importance of its proper diagnosis in the regulation of the sector. These regulations seek, via the reduction of inefficiencies, to counteract water access crises. This research calculates the level of input-oriented technical efficiency of Ecuador’s potable water service providers in the period 2014–2017. It analyzes its determinants, focusing on the effect of the geographic region (Highlands, Coast, and Amazon), as well as the type of management, specifically municipal departments and autonomous public enterprises. For this purpose, the semi-parametric method of data envelopment analysis (DEA) with double bootstrap is used. The results suggest that drinking water suppliers could save the inputs used while maintaining their level of production. In addition, it was found that the level of technical efficiency differs by geographic region but not by the type of management used. The natural Highlands region is more efficient compared to the Coast and Amazon region, suggesting climatic and natural resource distribution heterogeneities that induce this difference. The result by type of management shows that the advantages indicated by some literature regarding the technical, financial, and administrative autonomy of public companies may not improve efficiency compared to municipal departments.

Suggested Citation

  • Fanny Cabrera Barbecho & Juan Pablo Sarmiento, 2023. "Exploring Technical Efficiency in Water Supply Evidence from Ecuador: Do Region Location and Management Type Matter?," Sustainability, MDPI, vol. 15(8), pages 1-22, April.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:8:p:6983-:d:1129093
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    1. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, March.
    2. Paweł Kut & Katarzyna Pietrucha-Urbanik, 2022. "Most Searched Topics in the Scientific Literature on Failures in Photovoltaic Installations," Energies, MDPI, vol. 15(21), pages 1-14, October.
    3. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    4. Sudhir M. Bobde & Makoto Tanaka, 2018. "Efficiency evaluation of electricity distribution utilities in India: A two-stage DEA with bootstrap estimation," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 69(9), pages 1423-1434, September.
    5. Wilson, Paul W, 1993. "Detecting Outliers in Deterministic Nonparametric Frontier Models with Multiple Outputs," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(3), pages 319-323, July.
    6. María-Celia López-Penabad & José Manuel Maside-Sanfiz & Juan Torrelles Manent & Ana Iglesias-Casal, 2020. "Application of the DEA Double Bootstrap to Analyze Efficiency in Galician Sheltered Workshops," Sustainability, MDPI, vol. 12(16), pages 1-21, August.
    7. Andrés Martínez Moscoso & Víctor Gerardo Aguilar Feijó & Teodoro Verdugo Silva, 2018. "The Vital Minimum Amount of Drinking Water Required in Ecuador," Resources, MDPI, vol. 7(1), pages 1-16, February.
    8. Worthington, Andrew C. & Zelenyuk, Valentin, 2018. "Data envelopment analysis, truncated regression and double-bootstrap for panel data with application to Chinese bankingAuthor-Name: Du, Kai," European Journal of Operational Research, Elsevier, vol. 265(2), pages 748-764.
    9. Romano, Giulia & Guerrini, Andrea, 2011. "Measuring and comparing the efficiency of water utility companies: A data envelopment analysis approach," Utilities Policy, Elsevier, vol. 19(3), pages 202-209.
    10. Michael Zschille & Matthias Walter, 2012. "The performance of German water utilities: a (semi)-parametric analysis," Applied Economics, Taylor & Francis Journals, vol. 44(29), pages 3749-3764, October.
    11. Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
    12. Tim Coelli & Antonio Estache & Sergio Perelman & Lourdes Trujillo, 2003. "A Primer on Efficiency Measurement for Utilities and Transport Regulators," World Bank Publications - Books, The World Bank Group, number 15149.
    13. Oleg Badunenko & Harald Tauchmann, 2019. "Simar and Wilson two-stage efficiency analysis for Stata," Stata Journal, StataCorp LP, vol. 19(4), pages 950-988, December.
    14. Gustavo Ferro & Emilio J. Lentini & Augusto C. Mercadier, 2010. "Economías de escala en agua y saneamiento: examen de la literatura," Working Papers hal-00460661, HAL.
    15. Andrea Guerrini & Giulia Romano & Bettina Campedelli, 2013. "Economies of Scale, Scope, and Density in the Italian Water Sector: A Two-Stage Data Envelopment Analysis Approach," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(13), pages 4559-4578, October.
    16. V V Podinovski, 2004. "Bridging the gap between the constant and variable returns-to-scale models: selective proportionality in data envelopment analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(3), pages 265-276, March.
    17. Guerrini, Andrea & Romano, Giulia & Leardini, Chiara, 2018. "Economies of scale and density in the Italian water industry: A stochastic frontier approach," Utilities Policy, Elsevier, vol. 52(C), pages 103-111.
    18. Carvalho, Pedro & Marques, Rui Cunha, 2014. "Computing economies of vertical integration, economies of scope and economies of scale using partial frontier nonparametric methods," European Journal of Operational Research, Elsevier, vol. 234(1), pages 292-307.
    19. 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.
    20. Celiwe Muvaraidzi Nithammer & Jugal Mahabir & Johane Dikgang, 2022. "Efficiency of South African water utilities: a double bootstrap DEA analysis," Applied Economics, Taylor & Francis Journals, vol. 54(26), pages 3055-3073, June.
    21. Lin, Chen, 2005. "Service quality and prospects for benchmarking: Evidence from the Peru water sector," Utilities Policy, Elsevier, vol. 13(3), pages 230-239, September.
    22. Estache, Antonio & Kouassi, Eugene, 2002. "Sector organization, governance, and the inefficiency of African water utilities," Policy Research Working Paper Series 2890, The World Bank.
    23. Ferro, Gustavo & Lentini, Emilio J. & Mercadier, Augusto C. & Romero, Carlos A., 2014. "Efficiency in Brazil's water and sanitation sector and its relationship with regional provision, property and the independence of operators," Utilities Policy, Elsevier, vol. 28(C), pages 42-51.
    24. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    25. Ferro, Gustavo & Lentini, Emilio & Mercadier, Augusto & Romero, Carlos A., 2010. "Retornos a escala en agua y saneamiento: estimaciones para América Latina [Returns to scale in water and sanitation: estimates for Latin Amercia]," MPRA Paper 20324, University Library of Munich, Germany, revised Jan 2010.
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