IDEAS home Printed from https://ideas.repec.org/a/eee/enepol/v38y2010i7p3394-3402.html
   My bibliography  Save this article

A cluster analysis study based on profitability and financial indicators in the Italian gas retail market

Author

Listed:
  • Capece, Guendalina
  • Cricelli, Livio
  • Di Pillo, Francesca
  • Levialdi, Nathan

Abstract

In the European Union, the natural gas market is increasingly being liberalized. The liberalization process is aimed at leading to lower prices and higher volumes, and hence higher consumer welfare. This paper focuses on the changes in performance in the natural gas retail market by analyzing the profit and financial position of the companies concerned over the first three years following the market liberalization. The balance sheets of 105 Italian companies in this sector are analyzed, after which a cluster analysis is performed employing the most significant performance indexes. The companies are then analyzed within each cluster with respect to age, size, geographical location and business diversification. The results of our analysis show that the majority of companies attained a high level of performance, although this positive outcome was mitigated by the gradual decrease of the average values of performance indicators during the period concerned. The companies that achieve the best performances belong to longstanding business groups, are medium-large sized and are located in the north of the country. Regarding business diversification, in the first two years, the specialised companies outperformed the diversified companies.

Suggested Citation

  • Capece, Guendalina & Cricelli, Livio & Di Pillo, Francesca & Levialdi, Nathan, 2010. "A cluster analysis study based on profitability and financial indicators in the Italian gas retail market," Energy Policy, Elsevier, vol. 38(7), pages 3394-3402, July.
  • Handle: RePEc:eee:enepol:v:38:y:2010:i:7:p:3394-3402
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301-4215(10)00094-7
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

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

    References listed on IDEAS

    as
    1. Jamasb, Tooraj & Pollitt, Michael & Triebs, Thomas, 2008. "Productivity and efficiency of US gas transmission companies: A European regulatory perspective," Energy Policy, Elsevier, vol. 36(9), pages 3398-3412, September.
    2. Herbert, John H & Kreil, Erik, 1996. "US natural gas markets : How efficient are they?," Energy Policy, Elsevier, vol. 24(1), pages 1-5, January.
    3. Lee, Jeong-Dong & Park, Sung-Bae & Kim, Tai-Yoo, 1999. "Profit, productivity, and price differential: an international performance comparison of the natural gas transportation industry," Energy Policy, Elsevier, vol. 27(11), pages 679-689, October.
    4. Aivazian, Varouj A, et al, 1987. "Economies of Scale versus Technological Change in the Natural Gas Transmission Industry," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 556-561, August.
    5. Yu, Liangchun & Berg, Sanford & Guo, Qing, 0. "Market performance of Chinese telecommunications: new regulatory policies," Telecommunications Policy, Elsevier, vol. 28(9-10), pages 715-732, October.
    6. Wang, J.H. & Ngan, H.W. & Engriwan, W. & Lo, K.L., 2007. "Performance based regulation of the electricity supply industry in Hong Kong: An empirical efficiency analysis approach," Energy Policy, Elsevier, vol. 35(1), pages 609-615, January.
    7. Gorini de Oliveira, Ricardo & Tolmasquim, Mauricio Tiomno, 2004. "Regulatory performance analysis case study: Britain's electricity industry," Energy Policy, Elsevier, vol. 32(11), pages 1261-1276, July.
    8. Verde, Stefano, 2008. "Everybody merges with somebody--The wave of M&As in the energy industry and the EU merger policy," Energy Policy, Elsevier, vol. 36(3), pages 1125-1133, March.
    9. Robin C. Sickles & Mary L. Streitwieser, 1998. "An analysis of technology, productivity, and regulatory distortion in the interstate natural gas transmission industry: 1977-1985," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(4), pages 377-395.
    10. Murry, Donald & Zhu, Zhen, 2008. "Asymmetric price responses, market integration and market power: A study of the U.S. natural gas market," Energy Economics, Elsevier, vol. 30(3), pages 748-765, May.
    11. Gerald Granderson, 2006. "Externalities, efficiency, regulation, and productivity growth in the U.S. electric utility industry," Journal of Productivity Analysis, Springer, vol. 26(3), pages 269-287, December.
    12. Rushdi, Ahmed, 1994. "Productivity changes in the Gas and Fuel Corporation of Victoria," Energy Economics, Elsevier, vol. 16(1), pages 36-45, January.
    13. Carrington, Roger & Coelli, Tim & Groom, Eric, 2002. "International Benchmarking for Monopoly Price Regulation: The Case of Australian Gas Distribution," Journal of Regulatory Economics, Springer, vol. 21(2), pages 191-216, March.
    14. Farsi, Mehdi & Filippini, Massimo, 2009. "An analysis of cost efficiency in Swiss multi-utilities," Energy Economics, Elsevier, vol. 31(2), pages 306-315, March.
    15. Lee, Jeong-Dong & Oh, Kyung Joon & Kim, Tai-Yoo, 1999. "Productivity growth, capacity utilization, and technological progress in the natural gas industry," Utilities Policy, Elsevier, vol. 8(2), pages 109-119, June.
    16. Reymond, Mathias, 2007. "European key issues concerning natural gas: Dependence and vulnerability," Energy Policy, Elsevier, vol. 35(8), pages 4169-4176, August.
    17. Granderson, Gerald & Linvill, Carl, 1996. "The Impact of Regulation on Productivity Growth: An Application to the Transmission Sector of the Interstate Natural Gas Industry," Journal of Regulatory Economics, Springer, vol. 10(3), pages 291-306, November.
    18. Dorigoni, Susanna & Portatadino, Sergio, 2009. "Natural gas distribution in Italy: When competition does not help the market," Utilities Policy, Elsevier, vol. 17(3-4), pages 245-257, September.
    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. Capece, Guendalina & Cricelli, Livio & Di Pillo, Francesca & Levialdi, Nathan, 2012. "New regulatory policies in Italy: Impact on financial results, on liquidity and profitability of natural gas retail companies," Utilities Policy, Elsevier, vol. 23(C), pages 90-98.
    2. Sebastian Klaudiusz Tomczak & Anna Skowrońska-Szmer & Jan Jakub Szczygielski, 2020. "Is Investing in Companies Manufacturing Solar Components a Lucrative Business? A Decision Tree Based Analysis," Energies, MDPI, vol. 13(2), pages 1-27, January.
    3. Dragos Paun, 2017. "Sustainability and Financial Performance of Companies in the Energy Sector in Romania," Sustainability, MDPI, vol. 9(10), pages 1-11, September.
    4. Mantas Svazas & Yuriy Bilan & Valentinas Navickas, 2024. "Research Directions of the Energy Transformation Impact on the Economy in the Aspect of Asset Analysis," Sustainability, MDPI, vol. 16(6), pages 1-21, March.
    5. Sergey Dzuba & Denis Krylov, 2021. "Cluster Analysis of Financial Strategies of Companies," Mathematics, MDPI, vol. 9(24), pages 1-21, December.
    6. Sebastian Klaudiusz Tomczak, 2019. "Comparison of the Financial Standing of Companies Generating Electricity from Renewable Sources and Fossil Fuels: A New Hybrid Approach," Energies, MDPI, vol. 12(20), pages 1-20, October.
    7. Stefania Vignini & Tiziana De Cristofaro, 2018. "Impatto della crisi economica su redditivit? e rischio finanziario delle imprese romagnole. Una cluster analysis," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(3), pages 157-181.
    8. Greco, Marco & Cricelli, Livio & Grimaldi, Michele, 2013. "A strategic management framework of tangible and intangible assets," European Management Journal, Elsevier, vol. 31(1), pages 55-66.
    9. Doumpos, Michalis & Andriosopoulos, Kostas & Galariotis, Emilios & Makridou, Georgia & Zopounidis, Constantin, 2017. "Corporate failure prediction in the European energy sector: A multicriteria approach and the effect of country characteristics," European Journal of Operational Research, Elsevier, vol. 262(1), pages 347-360.
    10. Opolska, Iweta, 2017. "The efficacy of liberalization and privatization in introducing competition into European natural gas markets," Utilities Policy, Elsevier, vol. 48(C), pages 12-21.

    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. Capece, Guendalina & Cricelli, Livio & Di Pillo, Francesca & Levialdi, Nathan, 2012. "New regulatory policies in Italy: Impact on financial results, on liquidity and profitability of natural gas retail companies," Utilities Policy, Elsevier, vol. 23(C), pages 90-98.
    2. Jamasb, Tooraj & Pollitt, Michael & Triebs, Thomas, 2008. "Productivity and efficiency of US gas transmission companies: A European regulatory perspective," Energy Policy, Elsevier, vol. 36(9), pages 3398-3412, September.
    3. Lee, Jeong-Dong & Park, Sung-Bae & Kim, Tai-Yoo, 1999. "Profit, productivity, and price differential: an international performance comparison of the natural gas transportation industry," Energy Policy, Elsevier, vol. 27(11), pages 679-689, October.
    4. Ajayi, V. & Pollitt, M., 2022. "Changing times: Incentive regulation, corporate reorganisations, and productivity in the Great Britain’s gas networks," Cambridge Working Papers in Economics 2254, Faculty of Economics, University of Cambridge.
    5. Lee, Jeong-Dong & Oh, Kyung Joon & Kim, Tai-Yoo, 1999. "Productivity growth, capacity utilization, and technological progress in the natural gas industry," Utilities Policy, Elsevier, vol. 8(2), pages 109-119, June.
    6. Neumann, Anne & Nieswand, Maria & Schubert, Torben, 2016. "Estimating Alternative Technology Sets in Nonparametric Efficiency Analysis: Restriction Tests for Panel and Clustered Data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 45(1), pages 35-51.
    7. Fang, Hong & Wu, Junjie & Zeng, Catherine, 2009. "Comparative study on efficiency performance of listed coal mining companies in China and the US," Energy Policy, Elsevier, vol. 37(12), pages 5140-5148, December.
    8. Casarin, Ariel A., 2007. "Efficient industry configurations in downstream gas markets. An empirical assessment," Energy Economics, Elsevier, vol. 29(2), pages 312-328, March.
    9. Kim, Tai-Yoo & Lee, Jeong-Dong & Park, Yearn H. & Kim, Boyoung, 1999. "International comparisons of productivity and its determinants in the natural gas industry," Energy Economics, Elsevier, vol. 21(3), pages 273-293, June.
    10. Barros, Carlos Pestana & Managi, Shunsuke, 2009. "Productivity assessment of Angola's oil blocks," Energy, Elsevier, vol. 34(11), pages 2009-2015.
    11. Victor Ajayi & Michael G. Pollitt, 2022. "Changing times: Incentive regulation, corporate reorganisations, and productivity in Great Britain’s gas networks," Working Papers EPRG2214, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    12. Granderson, Gerald & Linvill, Carl, 1998. "Nonparametric measurement of productive efficiency in the presence of regulation," European Journal of Operational Research, Elsevier, vol. 110(3), pages 643-657, November.
    13. Lundgren, Tommy & Marklund, Per-Olov & Zhang, Shanshan, 2016. "Industrial energy demand and energy efficiency – Evidence from Sweden," Resource and Energy Economics, Elsevier, vol. 43(C), pages 130-152.
    14. Veith, Stefan & Werner, Jörg R. & Zimmermann, Jochen, 2009. "Capital market response to emission rights returns: Evidence from the European power sector," Energy Economics, Elsevier, vol. 31(4), pages 605-613, July.
    15. Mehdi Farsi & Aurelio Fetz & Massimo Filippini, 2007. "Benchmarking and Regulation in the Electricity Distribution Sector," CEPE Working paper series 07-54, CEPE Center for Energy Policy and Economics, ETH Zurich.
    16. Mountain, Bruce R., 2019. "Ownership, regulation, and financial disparity: The case of electricity distribution in Australia," Utilities Policy, Elsevier, vol. 60(C), pages 1-1.
    17. Kaller, Alexander & Bielen, Samantha & Marneffe, Wim, 2018. "The impact of regulatory quality and corruption on residential electricity prices in the context of electricity market reforms," Energy Policy, Elsevier, vol. 123(C), pages 514-524.
    18. repec:bdr:ensayo:v::y:2005:i:49:p:88-132 is not listed on IDEAS
    19. Blanca Moreno & María T García-à lvarez, 2017. "Analyzing the impact of fossil fuel import reliance on electricity prices: The case of the Iberian Electricity Market," Energy & Environment, , vol. 28(7), pages 687-705, November.
    20. Matthias Walter, 2011. "Some Determinants of Cost Efficiency in German Public Transport," Journal of Transport Economics and Policy, University of Bath, vol. 45(1), pages 1-20, January.
    21. Liu, C.H. & Lin, Sue J. & Lewis, Charles, 2010. "Evaluation of thermal power plant operational performance in Taiwan by data envelopment analysis," Energy Policy, Elsevier, vol. 38(2), pages 1049-1058, February.

    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:enepol:v:38:y:2010:i:7:p:3394-3402. 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/enpol .

    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.