Skip to main content

2012 | OriginalPaper | Buchkapitel

7. Efficiency of Electricity Distribution

verfasst von : Maria Kopsakangas-Savolainen, Rauli Svento

Erschienen in: Modern Energy Markets

Verlag: Springer London

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this chapter we show that, because of utility heterogeneities efficiency measurement is a demanding task. Electricity distribution is a natural monopoly industry and consequently there is a need for regulation. Efficiency measurement of distribution utilities is essential to achieve accurate information of ingredients for the efficient regulation. Unless heterogeneities are explicitly modeled inaccurate information can be produced for the regulators to use. We present Data envelopment analysis (DEA) and Stochastic frontier analysis (SFA) models, which are the basic models of frontier efficiency analysis. We show by using consistency measurement techniques how these models produce inconsistent results. We also show by testing traditional Cobb–Douglas and flexible form Translog frontier specifications that the frontier functional form specification is not crucial in identifying the inefficiencies once observed heterogeneity is included into the model.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
The semi-parametric frontier method introduced by Kuosmanen and Kortelainen [41] is perhaps the most promising method to solve most of the basic problems concerning SFA and DEA methods.
 
2
For literature see, e.g., Barros and Peypoch [6], Battese and Coelli [7], Cornwell and Schmidt [13], Greene [2426], Hjalmarsson, et al. [28], Kumbhakar and Lovell [38], Lovell [43], Pacudan and de Guzman [44], Pitt and Lee [45], Pombo and Taborda [47], Reichmann and Sommersguter-Reichmann [49], Rodríguez-Álvarez et al. [51], Schmidt and Sicles [53], and Seiford [54].
 
3
The authority responsible for the electricity regulation in Finland is called Energiamarkkinavirasto (see www.​energiamarkkinav​irasto.​fi for further information).
 
4
The development procedure of the suggested DEA model used by Finnish Energy Market Authority is reported in Korhonen and Syrjänen [37]. It should be noted, however, that some of the suggestions (especially those concerning differences in operational conditions) have not been taken into account in practice.
 
5
Resende [50] studied the robustness of different efficiency measures that can be used in the US telecommunications context when implementing incentive regulation. According to the results only moderate consistency across the different approaches was found.
 
6
Presentation of cost frontier models follows Kumbhakar and Lovell [38].
 
7
See, e.g., Coelli et.al. [11] and Cooper et al. [12] for more specific presentation of the DEA.
 
8
The input price is computed when distribution utility receives part of its delivered energy outside of its own network and other part is received from local generator. The calculations are based on the market place payment, payment to the other companies’ network, and on the relative share of the received power and delivered power. It is important to correct the input price since otherwise it distorts the cost structure of these companies.
 
9
Utilities are generally interested in increasing LFs on their systems. A high LF indicates high usage of the system’s equipment and is a measure of efficiency. High LF customers are normally very desirable from a utility’s point of view. Using a year as the designated period, the LF is calculated by dividing the kilowatt-hours delivered during the year by the peak load for the year times the total number or hours during the year.
 
10
The share of forested area in Finland is 68%. This means that Finland is the most forested nation in Europe.
 
11
Heavy snow-fall causes frequent interruptions in electricity distribution.
 
12
We use the price of the input power p p as the normaliser.
 
13
In order to preserve comparability with the Cobb–Douglas models we use the same normalizations also here.
 
14
We have used LIMDEP 9.0 [27] in all estimations.
 
Literatur
1.
Zurück zum Zitat Aigner DJ, Chu SF (1968) On estimating the industry production function. Am Econ Rev 58:826–839 Aigner DJ, Chu SF (1968) On estimating the industry production function. Am Econ Rev 58:826–839
2.
Zurück zum Zitat Aigner DJ, Lovell CAK, Schmidt P (1977) Formulation and estimation of stochastic frontier production function models. J Econometrics 6:21–37MathSciNetMATHCrossRef Aigner DJ, Lovell CAK, Schmidt P (1977) Formulation and estimation of stochastic frontier production function models. J Econometrics 6:21–37MathSciNetMATHCrossRef
3.
Zurück zum Zitat Bagdadioglu N, Waddams PCM, Weyman-Jones TG (1996) Efficiency and ownership in electricity distribution: a non-parametric model of the Turkish experience. Energy Econ 18:1–23CrossRef Bagdadioglu N, Waddams PCM, Weyman-Jones TG (1996) Efficiency and ownership in electricity distribution: a non-parametric model of the Turkish experience. Energy Econ 18:1–23CrossRef
4.
Zurück zum Zitat Banker RD (1993) Maximum-likelihood, consistency and data envelopment analysis—a statistical foundation. Manage Sci 39:1265–1273MATHCrossRef Banker RD (1993) Maximum-likelihood, consistency and data envelopment analysis—a statistical foundation. Manage Sci 39:1265–1273MATHCrossRef
5.
Zurück zum Zitat Banker RD, Charnes A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manage Sci 30:1078–1092MATHCrossRef Banker RD, Charnes A, Cooper WW (1984) Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manage Sci 30:1078–1092MATHCrossRef
6.
Zurück zum Zitat Barros CP, Peypoch N (2009) An evaluation of European airlines’ operational performance. Int J Prod Econ 122:525–533CrossRef Barros CP, Peypoch N (2009) An evaluation of European airlines’ operational performance. Int J Prod Econ 122:525–533CrossRef
7.
Zurück zum Zitat Battese GE, Coelli T (1992) Frontier production functions, technical efficiency and panel data: with application to paddy framers in India. J Prod Anal 3:153–169CrossRef Battese GE, Coelli T (1992) Frontier production functions, technical efficiency and panel data: with application to paddy framers in India. J Prod Anal 3:153–169CrossRef
8.
Zurück zum Zitat Bauer PW, Berger AN, Ferrier GD, Humphrey DB (1998) Consistency conditions for regulatory analysis of financial institutions: a comparison of frontier efficiency methods. J Econ Bus 50:85–114CrossRef Bauer PW, Berger AN, Ferrier GD, Humphrey DB (1998) Consistency conditions for regulatory analysis of financial institutions: a comparison of frontier efficiency methods. J Econ Bus 50:85–114CrossRef
9.
Zurück zum Zitat Burns P, Weyman-Jones T (1996) Cost functions and cost efficiency in electricity distribution: a stochastic frontier approach. Bull Econ Res 48:41–46CrossRef Burns P, Weyman-Jones T (1996) Cost functions and cost efficiency in electricity distribution: a stochastic frontier approach. Bull Econ Res 48:41–46CrossRef
10.
11.
Zurück zum Zitat Coelli T, Rao DSO, Battese G (1998) An introduction to efficiency and productivity analysis. Kluwer Academic Publishers, BostonMATHCrossRef Coelli T, Rao DSO, Battese G (1998) An introduction to efficiency and productivity analysis. Kluwer Academic Publishers, BostonMATHCrossRef
12.
Zurück zum Zitat Cooper WW, Seiford LM, Tone K (1999) Data envelopment analysis: a comprehensive text with models, applications, references and DEA-solver software. Kluwer Academic Publishers, BostonMATH Cooper WW, Seiford LM, Tone K (1999) Data envelopment analysis: a comprehensive text with models, applications, references and DEA-solver software. Kluwer Academic Publishers, BostonMATH
13.
Zurück zum Zitat Cornwell C, Schmidt P (1996) Production frontiers and efficiency measurement. In: Matyas L, Sevestre P (eds.) The econometrics of panel data: a handbook of the theory with applications. Kluwer Academic Publishers, Dordrecht Cornwell C, Schmidt P (1996) Production frontiers and efficiency measurement. In: Matyas L, Sevestre P (eds.) The econometrics of panel data: a handbook of the theory with applications. Kluwer Academic Publishers, Dordrecht
14.
Zurück zum Zitat Estache A, Rossi MA, Ruzzier CA (2004) The case for international coordination of electricity regulation: evidence form the measurement of efficiency in South America. J Regul Econ 25:271–295CrossRef Estache A, Rossi MA, Ruzzier CA (2004) The case for international coordination of electricity regulation: evidence form the measurement of efficiency in South America. J Regul Econ 25:271–295CrossRef
15.
Zurück zum Zitat Farrell MJ (1957) The measurement of productive efficiency. J R Stat Soc Ser A Stat Soc 120:253–281 Farrell MJ (1957) The measurement of productive efficiency. J R Stat Soc Ser A Stat Soc 120:253–281
16.
Zurück zum Zitat Farsi M, Filippini M (2004) Regulation and measuring cost efficiency with panel data models application to electricity distribution utilities. Rev Ind Organiz 25:1–19CrossRef Farsi M, Filippini M (2004) Regulation and measuring cost efficiency with panel data models application to electricity distribution utilities. Rev Ind Organiz 25:1–19CrossRef
17.
Zurück zum Zitat Farsi M, Filippini M (2005) A benchmarking analysis of electricity distribution utilities in Switzerland. CEPE working papers, p 43 Farsi M, Filippini M (2005) A benchmarking analysis of electricity distribution utilities in Switzerland. CEPE working papers, p 43
18.
Zurück zum Zitat Farsi M, Filippini M, Greene W (2005) Efficiency measurement in network industries: application to the Swiss railway companies. J Regul Econ 28:69–90CrossRef Farsi M, Filippini M, Greene W (2005) Efficiency measurement in network industries: application to the Swiss railway companies. J Regul Econ 28:69–90CrossRef
19.
Zurück zum Zitat Farsi M, Filippini M, Greene W (2006) Application of panel data models in benchmarking analysis of the electricity distribution sector. Ann Public Co-Op Econ 77:271–290CrossRef Farsi M, Filippini M, Greene W (2006) Application of panel data models in benchmarking analysis of the electricity distribution sector. Ann Public Co-Op Econ 77:271–290CrossRef
20.
Zurück zum Zitat Fetz A, Filippini M (2010) Economies of vertical integration in the Swiss electricity sector. Energy Econ 32:1325–1330CrossRef Fetz A, Filippini M (2010) Economies of vertical integration in the Swiss electricity sector. Energy Econ 32:1325–1330CrossRef
21.
Zurück zum Zitat Fraquelli G, Piacenza M, Vannoni D (2005) Cost savings from generation and distribution with an application to Italian electric utilities. J Regul Econ 28:289–308CrossRef Fraquelli G, Piacenza M, Vannoni D (2005) Cost savings from generation and distribution with an application to Italian electric utilities. J Regul Econ 28:289–308CrossRef
22.
Zurück zum Zitat Försund FR, Kittelsen SAC (1998) Productivity development of Norwegian electricity distribution utilities. Resour Energy Econ 20:207–224CrossRef Försund FR, Kittelsen SAC (1998) Productivity development of Norwegian electricity distribution utilities. Resour Energy Econ 20:207–224CrossRef
23.
Zurück zum Zitat Gattoufi S, Oral M, Kumar A, Reisman A (2004) Content analysis of data envelopment analysis literature and its comparison with that of other OR/OM fields. J Oper Res Soc 55:911–935MATHCrossRef Gattoufi S, Oral M, Kumar A, Reisman A (2004) Content analysis of data envelopment analysis literature and its comparison with that of other OR/OM fields. J Oper Res Soc 55:911–935MATHCrossRef
24.
Zurück zum Zitat Greene W (1993) The econometric approach to efficiency analysis. In: Fried HO, Lovell CAK, Schmidt SS (eds.) The measurement of productive efficiency: techniques and applications. Oxford University Press, Oxford Greene W (1993) The econometric approach to efficiency analysis. In: Fried HO, Lovell CAK, Schmidt SS (eds.) The measurement of productive efficiency: techniques and applications. Oxford University Press, Oxford
25.
Zurück zum Zitat Greene W (2005) Reconsidering heterogeneity in panel data estimators of the stochastic frontier model. J Econometrics 126:269–303MathSciNetCrossRef Greene W (2005) Reconsidering heterogeneity in panel data estimators of the stochastic frontier model. J Econometrics 126:269–303MathSciNetCrossRef
26.
Zurück zum Zitat Greene W (2005) Fixed and random effects in stochastic frontier models. J Prod Anal 23:7–32CrossRef Greene W (2005) Fixed and random effects in stochastic frontier models. J Prod Anal 23:7–32CrossRef
27.
Zurück zum Zitat Greene W (2007) LIMDEP version 9.0, econometric modelling guide, econometric software, Inc. Plainview, NY, USA Greene W (2007) LIMDEP version 9.0, econometric modelling guide, econometric software, Inc. Plainview, NY, USA
28.
Zurück zum Zitat Hjalmarsson L, Kumbhakar SC, Heshmati A (1996) DEA, DFA and SFA: a comparison. J Prod Anal 7:303–327CrossRef Hjalmarsson L, Kumbhakar SC, Heshmati A (1996) DEA, DFA and SFA: a comparison. J Prod Anal 7:303–327CrossRef
29.
Zurück zum Zitat Hjalmarsson L, Veiderpass A (1992) Efficiency and ownership in Swedish electricity retail distribution. J Prod Anal 3:7–23CrossRef Hjalmarsson L, Veiderpass A (1992) Efficiency and ownership in Swedish electricity retail distribution. J Prod Anal 3:7–23CrossRef
30.
Zurück zum Zitat Hjalmarsson L, Veiderpass A (1992) Productivity in Swedish electricity retail distribution. Scand J Econ 94:193–205CrossRef Hjalmarsson L, Veiderpass A (1992) Productivity in Swedish electricity retail distribution. Scand J Econ 94:193–205CrossRef
31.
Zurück zum Zitat Isaacs J P (2006) Determining the regulatory impact on vertical economies in the electric utility industry. In: 4th annual international industrial organization conference, Boston Isaacs J P (2006) Determining the regulatory impact on vertical economies in the electric utility industry. In: 4th annual international industrial organization conference, Boston
32.
Zurück zum Zitat Jamasb T, Pollitt M (2003) International benchmarking and regulation: an application to European electricity distribution utilities. Energy Policy 31:1609–1622CrossRef Jamasb T, Pollitt M (2003) International benchmarking and regulation: an application to European electricity distribution utilities. Energy Policy 31:1609–1622CrossRef
33.
Zurück zum Zitat Jara-Diaz SR, Martinez-Budria E, Ramos-Real FJ (2004) Economies of integration in the Spanish electricity industry using a multistage cost function. Energy Econ 26:995–1013CrossRef Jara-Diaz SR, Martinez-Budria E, Ramos-Real FJ (2004) Economies of integration in the Spanish electricity industry using a multistage cost function. Energy Econ 26:995–1013CrossRef
34.
Zurück zum Zitat Jondrow J, Lovel CA, Materov I, Schmidt P (1982) On the estimation of technical inefficiency in the stochastic frontier production function model. J Econometrics 19:233–238MathSciNetCrossRef Jondrow J, Lovel CA, Materov I, Schmidt P (1982) On the estimation of technical inefficiency in the stochastic frontier production function model. J Econometrics 19:233–238MathSciNetCrossRef
35.
Zurück zum Zitat Kaserman DL, Mayo JW (1991) The measurement of vertical economies and the efficient structure of the electric utility industry. J Ind Econ 39:483–502CrossRef Kaserman DL, Mayo JW (1991) The measurement of vertical economies and the efficient structure of the electric utility industry. J Ind Econ 39:483–502CrossRef
36.
Zurück zum Zitat Kopsakangas-Savolainen M, Svento R (2008) Estimation of cost-effectiveness of the Finnish electricity distribution utilities. Energy Econ 30:212–229CrossRef Kopsakangas-Savolainen M, Svento R (2008) Estimation of cost-effectiveness of the Finnish electricity distribution utilities. Energy Econ 30:212–229CrossRef
37.
Zurück zum Zitat Korhonen PJ, Syrjänen M (2003) Evaluation of cost efficiency in Finnish electricity distribution. Ann Oper Res 121:105–122MathSciNetMATHCrossRef Korhonen PJ, Syrjänen M (2003) Evaluation of cost efficiency in Finnish electricity distribution. Ann Oper Res 121:105–122MathSciNetMATHCrossRef
38.
Zurück zum Zitat Kumbhakar S, Lovell K (2000) Stochastic frontier analysis. Cambridge University Press, CambridgeMATH Kumbhakar S, Lovell K (2000) Stochastic frontier analysis. Cambridge University Press, CambridgeMATH
39.
Zurück zum Zitat Kuosmanen T, Johnson AL (2010) Data envelopment analysis as nonparametric least-squares regression. Oper Res 8:149–160MathSciNetCrossRef Kuosmanen T, Johnson AL (2010) Data envelopment analysis as nonparametric least-squares regression. Oper Res 8:149–160MathSciNetCrossRef
40.
Zurück zum Zitat Kuosmanen T, Kortelainen M (2007) Stochastic nonparametric envelopment of data: cross-sectional frontier estimation subject to shape constraints. Economics discussion paper 46, University of Joensuu, Finland Kuosmanen T, Kortelainen M (2007) Stochastic nonparametric envelopment of data: cross-sectional frontier estimation subject to shape constraints. Economics discussion paper 46, University of Joensuu, Finland
41.
Zurück zum Zitat Kuosmanen T, Kortelainen M (2011) Stochastic non-smooth envelopment on data: semi-parametric frontier estimation subject to shape constraints. J Prod Anal. doi:10.1007/s11123-010-0201-3 Kuosmanen T, Kortelainen M (2011) Stochastic non-smooth envelopment on data: semi-parametric frontier estimation subject to shape constraints. J Prod Anal. doi:10.​1007/​s11123-010-0201-3
42.
Zurück zum Zitat Kwoka JE (2002) Vertical economies in electric power: evidence on integration and its alternatives. Int J Ind Organ 20:653–671CrossRef Kwoka JE (2002) Vertical economies in electric power: evidence on integration and its alternatives. Int J Ind Organ 20:653–671CrossRef
43.
Zurück zum Zitat Lovell CAK (1993) Production frontiers and productive efficiency. In: Fried HO, Lovell CAK, Schmidt SS (eds.) The measurement of productive efficiency: techniques and applications. Oxford University Press, Oxford Lovell CAK (1993) Production frontiers and productive efficiency. In: Fried HO, Lovell CAK, Schmidt SS (eds.) The measurement of productive efficiency: techniques and applications. Oxford University Press, Oxford
44.
Zurück zum Zitat Pacudan R, de Guzman E (2002) Impact of energy efficiency policy to productive efficiency of electricity distribution industry in the Philippines. Energy Econ 24:41–54CrossRef Pacudan R, de Guzman E (2002) Impact of energy efficiency policy to productive efficiency of electricity distribution industry in the Philippines. Energy Econ 24:41–54CrossRef
45.
Zurück zum Zitat Pitt M, Lee L (1981) The measurement and sources of technical inefficiency in Indonesian weaving industry. J Dev Econ 9:43–64CrossRef Pitt M, Lee L (1981) The measurement and sources of technical inefficiency in Indonesian weaving industry. J Dev Econ 9:43–64CrossRef
46.
Zurück zum Zitat Pollitt M (1995) Ownership and performance in electric utilities: the international evidence on privatization and efficiency. Oxford University Press, Oxford Pollitt M (1995) Ownership and performance in electric utilities: the international evidence on privatization and efficiency. Oxford University Press, Oxford
47.
Zurück zum Zitat Pombo C, Taborda R (2006) Performance and efficiency in Colombia’s power distribution system: effects of the 1994 reform. Energy Econ 28:339–369CrossRef Pombo C, Taborda R (2006) Performance and efficiency in Colombia’s power distribution system: effects of the 1994 reform. Energy Econ 28:339–369CrossRef
48.
Zurück zum Zitat Ray S, Mukherjee K (1995) Comparing parametric and non-parametric measures of efficiency: a re-examination of the Christensen green data. J Quant Econ 11:1 Ray S, Mukherjee K (1995) Comparing parametric and non-parametric measures of efficiency: a re-examination of the Christensen green data. J Quant Econ 11:1
49.
Zurück zum Zitat Reichmann G, Sommersguter-Reichmann M (2006) University library benchmarking: an international comparison using DEA. Int J Prod Econ 100:131–147CrossRef Reichmann G, Sommersguter-Reichmann M (2006) University library benchmarking: an international comparison using DEA. Int J Prod Econ 100:131–147CrossRef
50.
Zurück zum Zitat Resende M (2008) Efficiency measurement and regulation in US telecommunications: a robustness analysis. Int J Prod Econ 114:205–218CrossRef Resende M (2008) Efficiency measurement and regulation in US telecommunications: a robustness analysis. Int J Prod Econ 114:205–218CrossRef
51.
Zurück zum Zitat Rodrígues-Álvarez A, Tovar B, Trujillo L (2007) Firm and time varying technical and allocative efficiency: an application to port cargo handling firms. Int J Prod Econ 109:149–161CrossRef Rodrígues-Álvarez A, Tovar B, Trujillo L (2007) Firm and time varying technical and allocative efficiency: an application to port cargo handling firms. Int J Prod Econ 109:149–161CrossRef
52.
Zurück zum Zitat Rossi MA, Ruzzier CA (2000) On the regulatory application of efficiency measures. Util Policy 9:81–92CrossRef Rossi MA, Ruzzier CA (2000) On the regulatory application of efficiency measures. Util Policy 9:81–92CrossRef
53.
Zurück zum Zitat Schmidt P, Sickles RE (1984) Production frontiers and panel data. J Bus Econ Stat 2:367–374CrossRef Schmidt P, Sickles RE (1984) Production frontiers and panel data. J Bus Econ Stat 2:367–374CrossRef
54.
Zurück zum Zitat Seiford LM (1994) A DEA bibliography (1978–1992). In: Charnes A, Cooper WW, Lewin AY, Seiford LM (eds.) Data envelopment analysis: theory, methodology, and application. Kluwer Academic Publisher, Boston Seiford LM (1994) A DEA bibliography (1978–1992). In: Charnes A, Cooper WW, Lewin AY, Seiford LM (eds.) Data envelopment analysis: theory, methodology, and application. Kluwer Academic Publisher, Boston
55.
Zurück zum Zitat Seiford LM (1996) Data envelopment analysis: the evolution of the state of the art (1978–1995). J Prod Anal 7:99–137CrossRef Seiford LM (1996) Data envelopment analysis: the evolution of the state of the art (1978–1995). J Prod Anal 7:99–137CrossRef
Metadaten
Titel
Efficiency of Electricity Distribution
verfasst von
Maria Kopsakangas-Savolainen
Rauli Svento
Copyright-Jahr
2012
Verlag
Springer London
DOI
https://doi.org/10.1007/978-1-4471-2972-1_7