ESTABLISHMENT OF PERFORMANCE INDICATORS FOR MALAYSIAN WATER UTILITIES WITH THE PRESENCE OF UNDESIRABLE OUTPUT

Authors

  • Norbaizura Kamarudin Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Shah Alam, Selangor, Malaysia
  • Wan Rosmanira Ismail School of Mathematical Sciences, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, Malaysia

DOI:

https://doi.org/10.11113/jt.v78.8312

Keywords:

DEA model, NRW, performance indicators, water utilities

Abstract

In maintaining the efficiency of water supply services, it is crucial to monitor the performance of water utilities in a country. One of widely used tools to evaluate the performance of water supply services is Data Envelopment Analysis (DEA). However, prior DEA-related approaches for water sector performance have ignored the internal structure of water supply service operations; i.e. the water treatment process and water distribution process. Another neglected aspect is the presence of Non-Revenue Water (NRW) to be considered as an undesirable output in the water distribution process. This is in line with the goal to reduce the NRW level in water supply systems. Hence, this paper proposed a two-stage Network DEA with the presence of undesirable output to evaluate the performance of Malaysian water utilities. This proposed method advances the existing DEA-based approach on water utility performance measurement, where not only the potential reduced level of NRW can be determined, but, a new performance benchmarking indicator regarding the concept of efficiency and effectiveness of the water supply industry in Malaysia can be established from the same model. 

References

World Bank. 2012. Organic Water Pollutant (BOD) Emissions (Kg per Day). [Online]. From: http://data.worldbank.org/indicator/EE.BOD.TOTL.KG/countries. [Acessed on 30 April 2015].

Ching, T.K. 2012. Malaysian Water Sector Reform: Policy and Performance. Doctoral Dissertation. [Online]. From: https://www.wageningenur.nl/en/Publication-details.htm?publicationId=publication-way-343331353938. [Acessed on 21 October 2014].

Malaysian Water Association. 2008. Malaysia Water Industry Guide 2008. Kuala Lumpur: Malaysian Water Association.

Lambert, A., T. Brown, M. Takizawa, and D. Weimer. 1999. A Review of Performance Indicators for Real Losses from Water Supply Systems. Aqua. 48: 227-237.

Prime Minister Office. 2004. Penyusunan Semula Fungsi Kementerian-Kementerian Dan Jabatan-Jabatan di Bawahnya (‘The Restructuring of Ministries and Departmental Functions’)(in Malay). [Online]. From: http://www.pmo.gov.my. [Acessed on 23 June 2004].

Malaysian Water Association. 2006. Malaysia Water Industry Guide 2006. Kuala Lumpur: Malaysian Water Association.

Mutikanga, H. E., S. K. Sharma, and K. Vairavamoorthy. 2012. Methods and Tools for Managing Losses in Water Distribution Systems. Journal of Water Resources Planning and Management. 139(2): 166-174.

Munisamy, S. 2009. Efficiency and Ownership in Water Supply: Evidence from Malaysia. International Review of Business Research Papers. 5(6): 148-260.

Cooper, W.W., L.M. Seiford, and J. Zhu. 2011. Data Envelopment Analysis: History, Models, and Interpretations. In Handbook on Data Envelopment Analysis. 1-39. US: Springer.

Romano, G., and A. Guerrini. 2011. Measuring and Comparing the Efficiency of Water Utility Companies: A Data Envelopment Analysis Approach. Utilities Policy. 19(3): 202-209.

Byrnes, P., S. Grosskopf, and K. Hayes. 1986. Efficiency and Ownership: Further Evidence. Review of Economics and Statistics. 668: 337-341.

Cook, W. D., and J. Zhu. 2014. DEA for Two-Stage Networks: Efficiency Decompositions and Modeling Techniques. In Data Envelopment Analysis. 1-29. US: Springer.

Salleh, H. M. 2000. Evaluation of Non-Revenue Water and Leakage in Public and Private Water Supply Systems. PhD thesis, Heriot-Watt University, Edinburgh.

Picazo-Tadeo, A. J., F. J. Sáez-Fernández, and F. González-Gómez. 2008. Does Service Quality Matter in Measuring the Performance of Water Utilities? Utilities Policy. 16(1): 30-38.

Charnes, A., W. W. Cooper, and E. Rhodes. 1978. Measuring the Efficiency of Decision Making Units. European Journal of Operational Research. 2(6): 429-444.

Despotis, D. K., and G. Koronakos. 2014. Efficiency Assessment in Two-stage Processes: A Novel Network DEA Approach. Procedia Computer Science. 31: 299-307.

Chung, Y. H., R. Färe, and S. Grosskopf. 1997. Productivity and Undesirable Outputs: A Directional Distance Function Approach. Journal of Environmental Management. 51(3): 229-240.

Kumar, S. 2010. Unaccounted for Water and the Performance of Water Utilities: An Empirical Analysis from India. Water Policy. 12(5): 707-721.

Kun, O.B., S.A. Talib, and G. Redzwan. 2007. Establishment of Performance Indicators for Water Supply Services Industry in Malaysia. Malaysian J. Civil Engineering. 19(1): 73-83.

Lee, Y. H., and C. Lee. 2009. Efficiency in the Malaysian Water Industry: A DEA and Regression Analysis. 17th Annual Conference of the European Association of Environmental and Resource Economists, Amsterdam. The Netherlands. 24-27 June 2009.

Fielding, G. J. 1987. Managing Public Transit Strategically. San Francisco: Jossey-Bass Inc.

Yu, M.M. 2008. Assessing the Technical Efficiency, Service Effectiveness, and Technical Effectiveness of the World’s Railways Through NDEA Analysis. Transportation Research Part A: Policy and Practice. 42(10): 1283-1294.

Chiou, Y.C., L.W. Lan, and B. Yen. T. 2010. A Joint Measurement of Efficiency and Effectiveness for Non-Storable Commodities: Integrated Data Envelopment Analysis Approaches. European Journal of Operational Research. 201(2): 477-489.

Kamarudin, N., W. R. Ismail, and M. A. Mohd. 2015. Malaysian Water Utilities Performance Using Two-Stage DEA. International Journal of Applied Physics and Mathematics. 5(1): 60-66

Downloads

Published

2016-04-18

How to Cite

ESTABLISHMENT OF PERFORMANCE INDICATORS FOR MALAYSIAN WATER UTILITIES WITH THE PRESENCE OF UNDESIRABLE OUTPUT. (2016). Jurnal Teknologi, 78(4-4). https://doi.org/10.11113/jt.v78.8312