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The impact of regulation on the Brazilian water and sewerage companies’ efficiency

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  • Carvalho, Anne Emília Costa
  • Sampaio, Raquel Menezes Bezerra
  • Sampaio, Luciano Menezes Bezerra

Abstract

Access to sanitation services in Brazil is still deficient, despite the abundant financial resources allocated to it in the last two decades and the objective of the regulatory framework of 2007 of providing universal access and efficient sanitation systems. This article analyzes the impact of the regulatory environment on the water and sewerage companies' levels of efficiency. First, these efficiencies were computed within a dynamic network data envelopment analysis for a sample of 156 Brazilian water and sewerage companies, from 2006 to 2015, considering investments in water, investments in sewage, and operations divisions separately. In the second stage, this research related water and sewerage companies' efficiencies to innovative measures of the regulatory environment by using a panel data model, with data from 2006 to 2015. The efficiency analysis revealed low levels of overall and divisional efficiencies, highlighting the importance of evaluating efficiency over time, and of considering the providers’ internal structure, to identify inefficiencies that may compromise the achievement of regulatory objectives. The regression results indicate that the impact on the overall and divisional efficiencies depends on the choice of regulatory incentives, the intensity of the application of those incentives, and even the number of regulatory authorities.

Suggested Citation

  • Carvalho, Anne Emília Costa & Sampaio, Raquel Menezes Bezerra & Sampaio, Luciano Menezes Bezerra, 2023. "The impact of regulation on the Brazilian water and sewerage companies’ efficiency," Socio-Economic Planning Sciences, Elsevier, vol. 87(PA).
  • Handle: RePEc:eee:soceps:v:87:y:2023:i:pa:s003801212300037x
    DOI: 10.1016/j.seps.2023.101537
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    as
    1. M C A S Portela & E Thanassoulis & A Horncastle & T Maugg, 2011. "Productivity change in the water industry in England and Wales: application of the meta-Malmquist index," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(12), pages 2173-2188, December.
    2. Leopold Simar & Valentin Zelenyuk, 2006. "On Testing Equality of Distributions of Technical Efficiency Scores," Econometric Reviews, Taylor & Francis Journals, vol. 25(4), pages 497-522.
    3. John S. Liu & Louis Y. Y. Lu & Wen-Min Lu, 2016. "Research Fronts and Prevailing Applications in Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Joe Zhu (ed.), Data Envelopment Analysis, chapter 0, pages 543-574, Springer.
    4. Pointon, Charlotte & Matthews, Kent, 2016. "Dynamic efficiency in the English and Welsh water and sewerage industry," Omega, Elsevier, vol. 58(C), pages 86-96.
    5. Thanassoulis, Emmanuel, 2000. "DEA and its use in the regulation of water companies," European Journal of Operational Research, Elsevier, vol. 127(1), pages 1-13, November.
    6. Reynaud, Arnaud & Thomas, Alban, 2013. "Firm's profitability and regulation in water and network industries: An empirical analysis," Utilities Policy, Elsevier, vol. 24(C), pages 48-58.
    7. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min, 2016. "Research fronts in data envelopment analysis," Omega, Elsevier, vol. 58(C), pages 33-45.
    8. Tourinho, Marco & Santos, Paulo Rosa & Pinto, Francisco Taveira & Camanho, Ana S., 2022. "Performance assessment of water services in Brazilian municipalities: An integrated view of efficiency and access," Socio-Economic Planning Sciences, Elsevier, vol. 79(C).
    9. Kristof De Witte & Rui Marques, 2010. "Designing performance incentives, an international benchmark study in the water sector," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 18(2), pages 189-220, June.
    10. Cécile Aubert & Arnaud Reynaud, 2005. "The Impact of Regulation on Cost Efficiency: An Empirical Analysis of Wisconsin Water Utilities," Journal of Productivity Analysis, Springer, vol. 23(3), pages 383-409, July.
    11. Kaoru Tone & Miki Tsutsui, 2014. "Slacks-Based Network DEA," International Series in Operations Research & Management Science, in: Wade D. Cook & Joe Zhu (ed.), Data Envelopment Analysis, edition 127, chapter 0, pages 231-259, Springer.
    12. Tone, Kaoru & Tsutsui, Miki, 2010. "Dynamic DEA: A slacks-based measure approach," Omega, Elsevier, vol. 38(3-4), pages 145-156, June.
    13. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    14. Barbosa, Alexandro & Lima, Severino Cesário de & Brusca, Isabel, 2016. "Governance and efficiency in the Brazilian water utilities: A dynamic analysis in the process of universal access," Utilities Policy, Elsevier, vol. 43(PA), pages 82-96.
    15. Stepping, Katharina, 2016. "Urban sewage in Brazil: drivers of and obstacles to wastewater treatment and reuse. Governing the Water-Energy-Food Nexus Series," IDOS Discussion Papers 26/2016, German Institute of Development and Sustainability (IDOS).
    16. Byrnes, Patricia & Grosskopf, Shawna & Hayes, Kathy, 1986. "Efficiency and Ownership: Further Evidence," The Review of Economics and Statistics, MIT Press, vol. 68(2), pages 337-341, May.
    17. Mande Buafua, Patrick, 2015. "Efficiency of urban water supply in Sub-Saharan Africa: Do organization and regulation matter?," Utilities Policy, Elsevier, vol. 37(C), pages 13-22.
    18. Tupper, Henrique Cesar & Resende, Marcelo, 2004. "Efficiency and regulatory issues in the Brazilian water and sewage sector: an empirical study," Utilities Policy, Elsevier, vol. 12(1), pages 29-40, March.
    19. Julio Cesar Mosquera Gutierres & Rafael Coradi Leme & Rodrigo Luiz Mendes Mota & Paulo E. Steele Santos, 2021. "Regulatory efficiency decomposition for utilities’ parallel subsystems," Operational Research, Springer, vol. 21(1), pages 331-347, March.
    20. Pointon, Charlotte & Matthews, Kent, 2016. "Reprint of: Dynamic efficiency in the English and Welsh water and sewerage industry," Omega, Elsevier, vol. 60(C), pages 98-108.
    21. Mellah, Thuraya & Ben Amor, Tawfik, 2016. "Performance of the Tunisian Water Utility: An input-distance function approach," Utilities Policy, Elsevier, vol. 38(C), pages 18-32.
    22. Liang-han Ma & Jin-chi Hsieh & Yung-ho Chiu, 2019. "A Study on the Effects of Energy and Environmental Efficiency at China’s Provincial Level," Energies, MDPI, vol. 12(4), pages 1-13, February.
    23. de Souza Pereira, Mariana & Magalhães Filho, Fernando Jorge Corrêa & de Morais Lima, Priscila & Tabak, Benjamin Miranda & Constantino, Michel, 2022. "Sanitation and water services: Who is the most efficient provider public or private? Evidences for Brazil," Socio-Economic Planning Sciences, Elsevier, vol. 79(C).
    24. Tone, Kaoru & Kweh, Qian Long & Lu, Wen-Min & Ting, Irene Wei Kiong, 2019. "Modeling investments in the dynamic network performance of insurance companies," Omega, Elsevier, vol. 88(C), pages 237-247.
    25. Rajiv D. Banker & Ram Natarajan, 2008. "Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis," Operations Research, INFORMS, vol. 56(1), pages 48-58, February.
    26. Banker, Rajiv & Natarajan, Ram & Zhang, Daqun, 2019. "Two-stage estimation of the impact of contextual variables in stochastic frontier production function models using Data Envelopment Analysis: Second stage OLS versus bootstrap approaches," European Journal of Operational Research, Elsevier, vol. 278(2), pages 368-384.
    27. Gutierrez, Luis H., 2003. "Regulatory governance in the Latin American telecommunications sector," Utilities Policy, Elsevier, vol. 11(4), pages 225-240, December.
    28. Erbetta Fabrizio & Cave Martin, 2007. "Regulation and Efficiency Incentives: Evidence from the England and Wales Water and Sewerage Industry," Review of Network Economics, De Gruyter, vol. 6(4), pages 1-28, December.
    29. Molinos-Senante, María & Maziotis, Alexandros & Sala-Garrido, Ramón, 2014. "The Luenberger productivity indicator in the water industry: An empirical analysis for England and Wales," Utilities Policy, Elsevier, vol. 30(C), pages 18-28.
    30. Kristof Witte & Rui Marques, 2010. "Influential observations in frontier models, a robust non-oriented approach to the water sector," Annals of Operations Research, Springer, vol. 181(1), pages 377-392, December.
    31. Herrera, Veronica, 2019. "Reconciling global aspirations and local realities: Challenges facing the Sustainable Development Goals for water and sanitation," World Development, Elsevier, vol. 118(C), pages 106-117.
    32. Colin Kirkpatrick & David Parker & Yin-Fang Zhang, 2006. "An Empirical Analysis of State and Private-Sector Provision of Water Services in Africa," The World Bank Economic Review, World Bank, vol. 20(1), pages 143-163.
    33. Hiroyuki Kawaguchi & Kaoru Tone & Miki Tsutsui, 2014. "Estimation of the efficiency of Japanese hospitals using a dynamic and network data envelopment analysis model," Health Care Management Science, Springer, vol. 17(2), pages 101-112, June.
    34. Corrado Lo Storto, 2018. "Efficiency, Conflicting Goals and Trade-Offs: A Nonparametric Analysis of the Water and Wastewater Service Industry in Italy," Sustainability, MDPI, vol. 10(4), pages 1-22, March.
    35. Seroa da Motta, Ronaldo & Moreira, Ajax, 2006. "Efficiency and regulation in the sanitation sector in Brazil," Utilities Policy, Elsevier, vol. 14(3), pages 185-195, September.
    36. Anwandter, Lars & Ozuna, Teofilo Jr., 2002. "Can public sector reforms improve the efficiency of public water utilities?," Environment and Development Economics, Cambridge University Press, vol. 7(4), pages 687-700, October.
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