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Performance evaluation of Chinese photovoltaic companies with the input-oriented dynamic SBM model

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  • Li, Nan
  • Liu, Cengceng
  • Zha, Donglan

Abstract

In Chinese photovoltaic (PV) industry, business groups and overseas listing with respect to specialized operation and domestic listing became two prevalent management practices. The previous studies mainly focus on the impact of business groups and overseas listing on the performance of the firms. However, they neglect the performance comparison of different business models or listing markets. In this paper, we formulate an input-orientated dynamic SBM model, which emphasizes the excesses in input and carry-over resources and enhances the accuracy of the evaluation, to measure the operational efficiency of Chinese PV producers and further explore the impact of business models as well as listing markets on the performance of PV companies. Some managerial findings are concluded in the end and can be referred to by the existing and future PV investors.

Suggested Citation

  • Li, Nan & Liu, Cengceng & Zha, Donglan, 2016. "Performance evaluation of Chinese photovoltaic companies with the input-oriented dynamic SBM model," Renewable Energy, Elsevier, vol. 89(C), pages 489-497.
    • Handle: RePEc:eee:renene:v:89:y:2016:i:c:p:489-497
    DOI: 10.1016/j.renene.2015.12.028
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    as
    1. Pearce, Joshua M., 2008. "Industrial symbiosis of very large-scale photovoltaic manufacturing," Renewable Energy, Elsevier, vol. 33(5), pages 1101-1108.
    2. Yu, Ming-Miin, 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, Elsevier, vol. 42(10), pages 1283-1294, December.
    3. Amy H. I. Lee & Chun Yu Lin & He-Yau Kang & Wen Hsin Lee, 2012. "An Integrated Performance Evaluation Model for the Photovoltaics Industry," Energies, MDPI, vol. 5(4), pages 1-21, April.
    4. de la Tour, Arnaud & Glachant, Matthieu & Ménière, Yann, 2011. "Innovation and international technology transfer: The case of the Chinese photovoltaic industry," Energy Policy, Elsevier, vol. 39(2), pages 761-770, February.
    5. Sueyoshi, Toshiyuki & Goto, Mika, 2011. "DEA approach for unified efficiency measurement: Assessment of Japanese fossil fuel power generation," Energy Economics, Elsevier, vol. 33(2), pages 292-303, March.
    6. Karakaya, Emrah & Nuur, Cali & Hidalgo, Antonio, 2016. "Business model challenge: Lessons from a local solar company," Renewable Energy, Elsevier, vol. 85(C), pages 1026-1035.
    7. Yang, Hong & Wang, He & Yu, Huacong & Xi, Jianping & Cui, Rongqiang & Chen, Guangde, 2003. "Status of photovoltaic industry in China," Energy Policy, Elsevier, vol. 31(8), pages 703-707, June.
    8. Cullinane, Kevin & Wang, Teng-Fei & Song, Dong-Wook & Ji, Ping, 2006. "The technical efficiency of container ports: Comparing data envelopment analysis and stochastic frontier analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(4), pages 354-374, May.
    9. Chandra, Piyush & Long, Cheryl, 2013. "Anti-dumping Duties and their Impact on Exporters: Firm Level Evidence from China," World Development, Elsevier, vol. 51(C), pages 169-186.
    10. Dariusz Wójcik & Csaba Burger, 2010. "Listing BRICs: Stock Issuers from Brazil, Russia, India, and China in New York, London, and Luxembourg," Economic Geography, Taylor & Francis Journals, vol. 86(3), pages 275-296, July.
    11. Tseng, Fang-Mei & Chiu, Yu-Jing & Chen, Ja-Shen, 2009. "Measuring business performance in the high-tech manufacturing industry: A case study of Taiwan's large-sized TFT-LCD panel companies," Omega, Elsevier, vol. 37(3), pages 686-697, June.
    12. Hung, Mingyi & Wong, T.J. & Zhang, Tianyu, 2012. "Political considerations in the decision of Chinese SOEs to list in Hong Kong," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 435-449.
    13. Yi-Shian Lee & Lee-Ing Tong, 2012. "Predicting High or Low Transfer Efficiency of Photovoltaic Systems Using a Novel Hybrid Methodology Combining Rough Set Theory, Data Envelopment Analysis and Genetic Programming," Energies, MDPI, vol. 5(3), pages 1-16, February.
    14. Enrico Guzzini & Donato Iacobucci, 2014. "Ownership as R&D incentive in business groups," Small Business Economics, Springer, vol. 43(1), pages 119-135, June.
    15. Wang, Yong-hua & Luo, Guo-liang & Guo, Yi-wei, 2014. "Why is there overcapacity in China's PV industry in its early growth stage?," Renewable Energy, Elsevier, vol. 72(C), pages 188-194.
    16. Andreas Soteriou & Stavros A. Zenios, 1999. "Operations, Quality, and Profitability in the Provision of Banking Services," Management Science, INFORMS, vol. 45(9), pages 1221-1238, September.
    17. Tone, Kaoru & Tsutsui, Miki, 2010. "Dynamic DEA: A slacks-based measure approach," Omega, Elsevier, vol. 38(3-4), pages 145-156, June.
    18. Luo, Yongli & Fang, Fang & Esqueda, Omar A., 2012. "The overseas listing puzzle: Post-IPO performance of Chinese stocks and ADRs in the U.S. market," Journal of Multinational Financial Management, Elsevier, vol. 22(5), pages 193-211.
    19. Pastor, J. T. & Ruiz, J. L. & Sirvent, I., 1999. "An enhanced DEA Russell graph efficiency measure," European Journal of Operational Research, Elsevier, vol. 115(3), pages 596-607, June.
    20. Aida, Kazuo & Cooper, William W. & Pastor, Jésus T. & Sueyoshi, Toshiyuki, 1998. "Evaluating Water Supply Services in Japan with RAM: a Range-adjusted Measure of Inefficiency," Omega, Elsevier, vol. 26(2), pages 207-232, April.
    21. Peter, Raja & Ramaseshan, B & Nayar, C.V, 2002. "Conceptual model for marketing solar based technology to developing countries," Renewable Energy, Elsevier, vol. 25(4), pages 511-524.
    22. Patrick L. Brockett & Boaz Golany, 1996. "Using Rank Statistics for Determining Programmatic Efficiency Differences in Data Envelopment Analysis," Management Science, INFORMS, vol. 42(3), pages 466-472, March.
    23. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    24. Kumbhakar,Subal C. & Lovell,C. A. Knox, 2003. "Stochastic Frontier Analysis," Cambridge Books, Cambridge University Press, number 9780521666633.
    25. Dariusz Wójcik & Csaba Burger, 2010. "Listing BRICs: Stock Issuers from Brazil, Russia, India, and China in New York, London, and Luxembourg," Economic Geography, Clark University, vol. 86(3), pages 275-296, July.
    26. Sueyoshi, Toshiyuki & Goto, Mika, 2014. "Photovoltaic power stations in Germany and the United States: A comparative study by data envelopment analysis," Energy Economics, Elsevier, vol. 42(C), pages 271-288.
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    5. Zhou, Xiaoyang & Chen, Hao & Chai, Jian & Wang, Shouyang & Lev, Benjamin, 2020. "Performance evaluation and prediction of the integrated circuit industry in China: A hybrid method," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    6. Li, Jiaxin & Wang, Zihan & Cheng, Xin & Shuai, Jing & Shuai, Chuanmin & Liu, Jing, 2020. "Has solar PV achieved the national poverty alleviation goals? Empirical evidence from the performances of 52 villages in rural China," Energy, Elsevier, vol. 201(C).
    7. Abbas Mardani & Dalia Streimikiene & Tomas Balezentis & Muhamad Zameri Mat Saman & Khalil Md Nor & Seyed Meysam Khoshnava, 2018. "Data Envelopment Analysis in Energy and Environmental Economics: An Overview of the State-of-the-Art and Recent Development Trends," Energies, MDPI, vol. 11(8), pages 1-21, August.
    8. Wang, Zhaohua & Li, Yi & Wang, Ke & Huang, Zhimin, 2017. "Environment-adjusted operational performance evaluation of solar photovoltaic power plants: A three stage efficiency analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 1153-1162.
    9. Li, Jiaxin & Peng, Jiachao & Shuai, Chuanmin & Wang, Zihan & Huang, Fubin & Khayyam, Muhammad, 2022. "Does the solar PV program enhance the social empowerment of China's rural poor?," Energy, Elsevier, vol. 253(C).
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