IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v96y2021ics0140988321000827.html
   My bibliography  Save this article

Network utilities performance and institutional quality: Evidence from the Italian electricity sector

Author

Listed:
  • Soroush, Golnoush
  • Cambini, Carlo
  • Jamasb, Tooraj
  • Llorca, Manuel

Abstract

It is generally accepted that institutions are important for economic development. However, whether the performance of regulated utilities within a country is affected by the quality of institutions is yet to be investigated thoroughly. We analyse how the quality of regional institutions impact performance of Italian electricity distribution utilities. We use a stochastic frontier analysis approach to estimate cost functions and examine the performance of 107 electricity distribution utilities from 2011 to 2015. This unique dataset was constructed with the help of the Italian Regulator for Energy, Networks, and Environment. In addition, we use a recent dataset on regional institutional quality in Italy. We present evidence that utilities in regions with better responsiveness towards citizens, control of corruption, and rule of law, tend to be more cost efficient. The results suggest that national regulators should take regional institutional diversity into account in incentive regulation and efficiency benchmarking of utilities.

Suggested Citation

  • Soroush, Golnoush & Cambini, Carlo & Jamasb, Tooraj & Llorca, Manuel, 2021. "Network utilities performance and institutional quality: Evidence from the Italian electricity sector," Energy Economics, Elsevier, vol. 96(C).
  • Handle: RePEc:eee:eneeco:v:96:y:2021:i:c:s0140988321000827
    DOI: 10.1016/j.eneco.2021.105177
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988321000827
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2021.105177?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Luis Andres & José Luis Guasch & Sebastián Lopez Azumendi, 2009. "Regulatory Governance and Sector Performance: Methodology and Evaluation for Electricity Distribution in Latin America," Chapters, in: Claude Ménard & Michel Ghertman (ed.), Regulation, Deregulation, Reregulation, chapter 6, Edward Elgar Publishing.
    2. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, June.
    3. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    4. Andrea Lasagni & Annamaria Nifo & Gaetano Vecchione, 2015. "Firm Productivity And Institutional Quality: Evidence From Italian Industry," Journal of Regional Science, Wiley Blackwell, vol. 55(5), pages 774-800, November.
    5. Estache, Antonio & Goicoechea, Ana & Trujillo, Lourdes, 2009. "Utilities reforms and corruption in developing countries," Utilities Policy, Elsevier, vol. 17(2), pages 191-202, June.
    6. 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.
    7. Nadia Fiorino & Emma Galli & Ilaria Petrarca, 2012. "Corruption and Growth: Evidence from the Italian Regions," European Journal of Government and Economics, Europa Grande, vol. 1(2), pages 126-144, December.
    8. Pombo, Carlos & Taborda, Rodrigo, 2006. "Performance and efficiency in Colombia's power distribution system: Effects of the 1994 reform," Energy Economics, Elsevier, vol. 28(3), pages 339-369, May.
    9. Graziano Abrate & Fabrizio Erbetta & Giovanni Fraquelli & Davide Vannoni, 2015. "The cost of corruption in the Italian solid waste industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(2), pages 439-465.
    10. Ramos-Real, Francisco Javier, 2005. "Cost functions and the electric utility industry. A contribution to the debate on deregulation," Energy Policy, Elsevier, vol. 33(1), pages 69-87, January.
    11. Caudill, Steven B. & Ford, Jon M., 1993. "Biases in frontier estimation due to heteroscedasticity," Economics Letters, Elsevier, vol. 41(1), pages 17-20.
    12. Hung-pin Lai & Cliff Huang, 2010. "Likelihood ratio tests for model selection of stochastic frontier models," Journal of Productivity Analysis, Springer, vol. 34(1), pages 3-13, August.
    13. Tooraj Jamasb & Manuel Llorca & Pavan Khetrapal & Tripta Thakur, 2018. "Institutions and Performance of Regulated Firms: Evidence from Electric Utilities in the Indian States," Working Papers EPRG 1809, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    14. Dal Bo, Ernesto & Rossi, Martin A., 2007. "Corruption and inefficiency: Theory and evidence from electric utilities," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 939-962, June.
    15. Giannakis, Dimitrios & Jamasb, Tooraj & Pollitt, Michael, 2005. "Benchmarking and incentive regulation of quality of service: an application to the UK electricity distribution networks," Energy Policy, Elsevier, vol. 33(17), pages 2256-2271, November.
    16. repec:bla:ecopol:v:14:y:2002:p:41-63 is not listed on IDEAS
    17. Daron Acemoglu & Simon Johnson & James A. Robinson, 2002. "Reversal of Fortune: Geography and Institutions in the Making of the Modern World Income Distribution," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1231-1294.
    18. Reifschneider, David & Stevenson, Rodney, 1991. "Systematic Departures from the Frontier: A Framework for the Analysis of Firm Inefficiency," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 715-723, August.
    19. Robert Lensink & Aljar Meesters, 2014. "Institutions and Bank Performance: A Stochastic Frontier Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(1), pages 67-92, February.
    20. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    21. Andrés Rodríguez-Pose & Tobias D. Ketterer, 2012. "Do Local Amenities Affect The Appeal Of Regions In Europe For Migrants?," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 535-561, October.
    22. Persson, Torsten & Tabellini, Guido, 1999. "The size and scope of government:: Comparative politics with rational politicians," European Economic Review, Elsevier, vol. 43(4-6), pages 699-735, April.
    23. Mustafa Durakoglu, S., 2011. "Political institutions of electricity regulation: The case of Turkey," Energy Policy, Elsevier, vol. 39(9), pages 5578-5587, September.
    24. Llorca, Manuel & Orea, Luis & Pollitt, Michael G., 2016. "Efficiency and environmental factors in the US electricity transmission industry," Energy Economics, Elsevier, vol. 55(C), pages 234-246.
    25. Kumbhakar, Subal C., 1990. "Production frontiers, panel data, and time-varying technical inefficiency," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 201-211.
    26. 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.
    27. Carlo Cambini & Laura Rondi, 2017. "Independent Agencies, Political Interference, And Firm Investment: Evidence From The European Union," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 281-304, January.
    28. Gjerde, Oystein & Saettem, Frode, 1999. "Causal relations among stock returns and macroeconomic variables in a small, open economy," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(1), pages 61-74, January.
    29. Bortolotti, Bernardo & Cambini, Carlo & Rondi, Laura, 2013. "Reluctant regulation," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 804-828.
    30. Filippini, Massimo & Wetzel, Heike, 2014. "The impact of ownership unbundling on cost efficiency: Empirical evidence from the New Zealand electricity distribution sector," Energy Economics, Elsevier, vol. 45(C), pages 412-418.
    31. Mark Armstrong & Simon Cowan & John Vickers, 1994. "Regulatory Reform: Economic Analysis and British Experience," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262510790, April.
    32. Daron Acemoglu, 2005. "Constitutions, Politics and Economics: A Review Essay on Persson and Tabellini's "The Economic Effect of Constitutions"," NBER Working Papers 11235, National Bureau of Economic Research, Inc.
    33. Kwabena Gyimah-Brempong & Samaria de Gyimah-Brempong, 2006. "Corruption, Growth, and Income Distribution: Are there Regional Differences?," Economics of Governance, Springer, vol. 7(3), pages 245-269, August.
    34. Jamasb, Tooraj & Pollitt, Michael, 2007. "Incentive regulation of electricity distribution networks: Lessons of experience from Britain," Energy Policy, Elsevier, vol. 35(12), pages 6163-6187, December.
    35. Elisa Borghi & Chiara Del Bo & Massimo Florio, 2016. "Institutions and Firms' Productivity: Evidence from Electricity Distribution in the EU," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(2), pages 170-196, April.
    36. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    37. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    38. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    39. Nepal, Rabindra & Jamasb, Tooraj, 2012. "Reforming the power sector in transition: Do institutions matter?," Energy Economics, Elsevier, vol. 34(5), pages 1675-1682.
    40. Carlo Cambini & Elena Fumagalli & Laura Rondi, 2016. "Incentives to quality and investment: evidence from electricity distribution in Italy," Journal of Regulatory Economics, Springer, vol. 49(1), pages 1-32, February.
    41. Stern, Jon & Cubbin, John, 2005. "Regulatory effectiveness : the impact of regulation and regulatory governance arrangements on electricity industry outcomes," Policy Research Working Paper Series 3536, The World Bank.
    42. Ernesto Dal Bo & Rafael Di Tella, 2003. "Capture by Threat," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1123-1152, October.
    43. Areendam Chanda & Carl‐Johan Dalgaard, 2008. "Dual Economies and International Total Factor Productivity Differences: Channelling the Impact from Institutions, Trade, and Geography," Economica, London School of Economics and Political Science, vol. 75(300), pages 629-661, November.
    44. Luis Orea & Tooraj Jamasb, 2017. "Regulating Heterogeneous Utilities: A New Latent Class Approach with Application to the Norwegian Electricity Distribution Networks," The Energy Journal, , vol. 38(4), pages 101-127, July.
    45. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
    46. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    47. Torsten Persson & Guido Tabellini, 2005. "The Economic Effects of Constitutions," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262661926, April.
    48. Cambini, Carlo & Croce, Annalisa & Fumagalli, Elena, 2014. "Output-based incentive regulation in electricity distribution: Evidence from Italy," Energy Economics, Elsevier, vol. 45(C), pages 205-216.
    49. Dollar, David & Hallward-Driemeier, Mary & Mengistae, Taye, 2005. "Investment Climate and Firm Performance in Developing Economies," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 1-31, October.
    50. repec:idb:brikps:82983 is not listed on IDEAS
    51. Mehdi Farsi & Massimo Filippini & Michael Kuenzle, 2005. "Unobserved heterogeneity in stochastic cost frontier models: an application to Swiss nursing homes," Applied Economics, Taylor & Francis Journals, vol. 37(18), pages 2127-2141.
    52. Farsi, Mehdi & Filippini, Massimo, 2009. "An analysis of cost efficiency in Swiss multi-utilities," Energy Economics, Elsevier, vol. 31(2), pages 306-315, March.
    53. David Stasavage, 2002. "Private Investment and Political Institutions," Economics and Politics, Wiley Blackwell, vol. 14(1), pages 41-63.
    54. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, July.
    55. Witold J. Henisz & Bennet A. Zelner, 2001. "The Institutional Environment for Telecommunications Investment," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 10(1), pages 123-147, March.
    56. Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107029514, October.
    57. Antonio Alvarez & Christine Amsler & Luis Orea & Peter Schmidt, 2006. "Interpreting and Testing the Scaling Property in Models where Inefficiency Depends on Firm Characteristics," Journal of Productivity Analysis, Springer, vol. 25(3), pages 201-212, June.
    58. Caudill, Steven B & Ford, Jon M & Gropper, Daniel M, 1995. "Frontier Estimation and Firm-Specific Inefficiency Measures in the Presence of Heteroscedasticity," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 105-111, January.
    59. Sukkoo Kim & Marc T. Law, 2012. "History, Institutions, And Cities: A View From The Americas," Journal of Regional Science, Wiley Blackwell, vol. 52(1), pages 10-39, February.
    60. Nyathikala, Sai Amulya Nyathikala & Jamasb, Tooraj & Llorca, Manuel & Kulshrestha, Mukul Kulshrestha, 2018. "Utilities Governance, Incentives, and Performance: Evidence from the Water Sector in India," Efficiency Series Papers 2018/04, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    61. Mohammed Issah & Samuel Antwi, 2017. "Role of macroeconomic variables on firms’ performance: Evidence from the UK," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1405581-140, January.
    62. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    63. Jamasb, Tooraj & Llorca, Manuel & Khetrapal, Pavan & Thakur, Tripta, 2021. "Institutions and performance of regulated firms: Evidence from electricity distribution in India," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 68-82.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ryota Nakatani, 2023. "Productivity drivers of infrastructure companies: Network industries utilizing economies of scale in the digital era," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(4), pages 1273-1298, December.
    2. Jamasb, Tooraj & Llorca, Manuel & Khetrapal, Pavan & Thakur, Tripta, 2021. "Institutions and performance of regulated firms: Evidence from electricity distribution in India," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 68-82.
    3. Sinha, Avik & Bekiros, Stelios & Hussain, Nazim & Nguyen, Duc Khuong & Khan, Sana Akbar, 2023. "How social imbalance and governance quality shape policy directives for energy transition in the OECD countries?," Energy Economics, Elsevier, vol. 120(C).
    4. Nakatani, Ryota, 2022. "Productivity drivers of infrastructure companies: network industries to maximize economies of scale in the digital era," MPRA Paper 115531, University Library of Munich, Germany.
    5. Finocchiaro Castro ,Massimo & Guccio, Calogero, 2023. "New wine in old bottle: Exploring the Corruption-inefficiency nexus using endogenous stochastic frontier approach," EconStor Preprints 275730, ZBW - Leibniz Information Centre for Economics.
    6. Simona Galano & Luca Sessa & Simone ZuccolalÃ, 2022. "The quality of electricity supply: a comparison among Italian regions," Questioni di Economia e Finanza (Occasional Papers) 737, Bank of Italy, Economic Research and International Relations Area.
    7. Noor Shakir Mahmood & Ahmed Ali Ajmi & Shamsul Bin Sarip & Hazilah Mad Kaidi & Khairur Rijal Jamaludin & Hayati Habibah Abdul Talib, 2022. "Modeling the Sustainable Integration of Quality and Energy Management in Power Plants," Sustainability, MDPI, vol. 14(4), pages 1-19, February.
    8. Hou, Zheng & Roseta-Palma, Catarina & Ramalho, Joaquim J.S., 2024. "Can operational efficiency in the Portuguese electricity sector be improved? Yes, but..," Energy Policy, Elsevier, vol. 190(C).
    9. Zhang, Tao & Li, Hong-Zhou & Xie, Bai-Chen, 2022. "Have renewables and market-oriented reforms constrained the technical efficiency improvement of China's electric grid utilities?," Energy Economics, Elsevier, vol. 114(C).

    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. Jamasb, Tooraj & Llorca, Manuel & Khetrapal, Pavan & Thakur, Tripta, 2021. "Institutions and performance of regulated firms: Evidence from electricity distribution in India," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 68-82.
    2. Agostino, Mariarosaria & Nifo, Annamaria & Trivieri, Francesco & Vecchione, Gaetano, 2016. "Total factor productivity heterogeneity: channelling the impact of institutions," MPRA Paper 72759, University Library of Munich, Germany.
    3. Ali M. Oumer & Amin Mugera & Michael Burton & Atakelty Hailu, 2022. "Technical efficiency and firm heterogeneity in stochastic frontier models: application to smallholder maize farms in Ethiopia," Journal of Productivity Analysis, Springer, vol. 57(2), pages 213-241, April.
    4. Andrea Lasagni & Annamaria Nifo & Gaetano Vecchione, 2015. "Firm Productivity And Institutional Quality: Evidence From Italian Industry," Journal of Regional Science, Wiley Blackwell, vol. 55(5), pages 774-800, November.
    5. Liu, Xiao-Yan & Pollitt, Michael G. & Xie, Bai-Chen & Liu, Li-Qiu, 2019. "Does environmental heterogeneity affect the productive efficiency of grid utilities in China?," Energy Economics, Elsevier, vol. 83(C), pages 333-344.
    6. Jamasb, Tooraj & Llorca, Manuel & Khetrapal, Pavan & Thakur, Tripta, 2018. "Institutions and Performance of Regulated Firms: Evidence from Electric Utilities in the Indian States," Efficiency Series Papers 2018/03, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    7. Sabrina Auci & Laura Castellucci & Manuela Coromaldi, 2021. "How does public spending affect technical efficiency? Some evidence from 15 European countries," Bulletin of Economic Research, Wiley Blackwell, vol. 73(1), pages 108-130, January.
    8. Llorca, Manuel & Orea, Luis & Pollitt, Michael G., 2016. "Efficiency and environmental factors in the US electricity transmission industry," Energy Economics, Elsevier, vol. 55(C), pages 234-246.
    9. Orea, Luis, 2019. "The Econometric Measurement of Firms’ Efficiency," Efficiency Series Papers 2019/02, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    10. Paul, Satya & Shankar, Sriram, 2018. "Modelling Efficiency Effects in a True Fixed Effects Stochastic Frontier," MPRA Paper 87437, University Library of Munich, Germany.
    11. Young Hoon Lee, 2009. "Frontier Models and their Application to the Sports Industry," Working Papers 0903, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy), revised 2009.
    12. Wenche Tobiasson & Manuel Llorca & Tooraj Jamasb, 2021. "Performance Effects of Network Structure and Ownership: The Norwegian Electricity Distribution Sector," Energies, MDPI, vol. 14(21), pages 1-15, November.
    13. Satya Paul & Sriram Shankar, 2020. "Estimating efficiency effects in a panel data stochastic frontier model," Journal of Productivity Analysis, Springer, vol. 53(2), pages 163-180, April.
    14. Antti Saastamoinen, 2015. "Heteroscedasticity Or Production Risk? A Synthetic View," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 459-478, July.
    15. Deng, Na-Qian & Liu, Li-Qiu & Deng, Ying-Zhi, 2018. "Estimating the effects of restructuring on the technical and service-quality efficiency of electricity companies in China," Utilities Policy, Elsevier, vol. 50(C), pages 91-100.
    16. Deng, Yaguo, 2024. "A Bayesian semi-parametric approach to stochastic frontier models with inefficiency heterogeneity," DES - Working Papers. Statistics and Econometrics. WS 43837, Universidad Carlos III de Madrid. Departamento de Estadística.
    17. Adwoa Asantewaa & Tooraj Jamasb & Manuel Llorca, 2022. "Electricity Sector Reform Performance in Sub-Saharan Africa: A Parametric Distance Function Approach," Energies, MDPI, vol. 15(6), pages 1-29, March.
    18. Massimo Del Gatto & Adriana Di Liberto & Carmelo Petraglia, 2011. "Measuring Productivity," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 952-1008, December.
    19. Zhang, Tao & Li, Hong-Zhou & Xie, Bai-Chen, 2022. "Have renewables and market-oriented reforms constrained the technical efficiency improvement of China's electric grid utilities?," Energy Economics, Elsevier, vol. 114(C).
    20. Tong, Q. & Swallow, B. & Zhang, L. & Zhang, J., 2018. "Risk Attitude, Technical Efficiency and Adoption: An Integrated Approach to Climate-Smart Rice Production in the Jianghan Plain, China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277311, International Association of Agricultural Economists.

    More about this item

    Keywords

    Institutional quality; Stochastic frontier analysis; Electricity distribution in Italy; Cost efficiency; Inefficiency determinants;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • L94 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Electric Utilities
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth

    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:eee:eneeco:v:96:y:2021:i:c:s0140988321000827. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.