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A Bibliometric Analysis of Energy Performance Contracting Research from 2008 to 2018

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  • Wenjie Zhang

    (School of Economics and Management, Southwest Jiaotong University, 111 North 1st Section of 2nd Ring Road, Chengdu 610031, China)

  • Hongping Yuan

    (School of Management, Guangzhou University, 230 Wai Huan Xi Road of Guangzhou Higher Education Mega Center, Guangdong 510006, China)

Abstract

Increasing research interests in energy performance contracting (EPC) has resulted in a large number of publications over the past decade. However, very limited attempts have been made to map the global research in this area. To identify the state of the field and trends in EPC research, the VOSviewer software package was used to conduct a series of content analyses and examine global patterns among publications, including the distribution of core authors and institutions, high-frequency categories and keywords, journal and author contributions, highly cited papers, etc. Based on a systematical and deeply qualitative analysis on the 127 identified papers, five mainstream research topics in EPC were summarized, covering implementations of EPC, mechanisms for effective EPC projects, stakeholder behaviors and decisions in EPC projects, energy service company (ESCO) in EPC projects, and risk management in EPC. In addition, six main research gaps in EPC were identified, including lack of effective measurement and verification of energy savings, limited studies on EPC projects in the residential sector, ineffective mechanisms to ensure post-EPC energy-saving, limited research on the dual relationships among EPC project stakeholders, how to improve the energy users’ (EU) attitudes/cognitions toward ESCO/EPC, and lack of effective mechanisms to prevent risks in EPC projects. Furthermore, based on the current EPC research topics and research gaps in EPC, six potential research directions in EPC in future were also explored, which are how to develop effective methods for measuring and verifying energy efficiency?, EPC diffusion issues in the residential sector, effective mechanisms to ensure post-EPC energy-saving, effects of cooperative and competitive relationships between EU and ESCO on the performance of EPC projects, how to improve the EU’s attitudes/cognitions toward ESCO/EPC, and how to deal with risks in EPC projects. The outcomes would be useful for understanding the latest development of global EPC research and guiding future research in the subject.

Suggested Citation

  • Wenjie Zhang & Hongping Yuan, 2019. "A Bibliometric Analysis of Energy Performance Contracting Research from 2008 to 2018," Sustainability, MDPI, vol. 11(13), pages 1-23, June.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:13:p:3548-:d:243600
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    References listed on IDEAS

    as
    1. Pan Lee & Tsun Ip Lam & Ren Jye Dzeng, 2014. "Current market development of energy performance contracting," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 32(4), pages 371-395, July.
    2. Du, Huibin & Li, Na & Brown, Marilyn A. & Peng, Yuenuan & Shuai, Yong, 2014. "A bibliographic analysis of recent solar energy literatures: The expansion and evolution of a research field," Renewable Energy, Elsevier, vol. 66(C), pages 696-706.
    3. Shang, Tiancheng & Zhang, Kai & Liu, Peihong & Chen, Ziwei & Li, Xiangpeng & Wu, Xue, 2015. "What to allocate and how to allocate?—Benefit allocation in Shared Savings Energy Performance Contracting Projects," Energy, Elsevier, vol. 91(C), pages 60-71.
    4. Jesper Ole Jensen & Susanne Balslev Nielsen & Jesper Rohr Hansen, 2013. "Greening Public Buildings: ESCO-Contracting in Danish Municipalities," Energies, MDPI, vol. 6(5), pages 1-21, May.
    5. Schleich, Joachim & Mills, Bradford & Dütschke, Elisabeth, 2014. "A brighter future? Quantifying the rebound effect in energy efficient lighting," Energy Policy, Elsevier, vol. 72(C), pages 35-42.
    6. Fang, Wen Shwo & Miller, Stephen M. & Yeh, Chih-Chuan, 2012. "The effect of ESCOs on energy use," Energy Policy, Elsevier, vol. 51(C), pages 558-568.
    7. Polzin, Friedemann & von Flotow, Paschen & Nolden, Colin, 2016. "What encourages local authorities to engage with energy performance contracting for retrofitting? Evidence from German municipalities," Energy Policy, Elsevier, vol. 94(C), pages 317-330.
    8. Park, June Young & Nagy, Zoltan, 2018. "Comprehensive analysis of the relationship between thermal comfort and building control research - A data-driven literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2664-2679.
    9. Kenneth Gillingham & David Rapson & Gernot Wagner, 2016. "The Rebound Effect and Energy Efficiency Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 68-88.
    10. Andreas Bjurström & Merritt Polk, 2011. "Climate change and interdisciplinarity: a co-citation analysis of IPCC Third Assessment Report," Scientometrics, Springer;Akadémiai Kiadó, vol. 87(3), pages 525-550, June.
    11. Kostka, Genia & Shin, Kyoung, 2013. "Energy conservation through energy service companies: Empirical analysis from China," Energy Policy, Elsevier, vol. 52(C), pages 748-759.
    12. Larsen, Peter H. & Goldman, Charles A. & Satchwell, Andrew, 2012. "Evolution of the U.S. energy service company industry: Market size and project performance from 1990–2008," Energy Policy, Elsevier, vol. 50(C), pages 802-820.
    13. Liu, Peng & Zhou, Yuan & Zhou, Dillon K. & Xue, Lan, 2017. "Energy Performance Contract models for the diffusion of green-manufacturing technologies in China: A stakeholder analysis from SMEs’ perspective," Energy Policy, Elsevier, vol. 106(C), pages 59-67.
    14. Okay, Nesrin & Akman, Ugur, 2010. "Analysis of ESCO activities using country indicators," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2760-2771, December.
    15. Guangyuan Xing & Dong Qian & Ju’e Guo, 2016. "Research on the Participant Behavior Selections of the Energy Performance Contracting Project Based on the Robustness of the Shared Savings Contract," Sustainability, MDPI, vol. 8(8), pages 1-13, July.
    16. Deng, Qianli & Jiang, Xianglin & Cui, Qingbin & Zhang, Limao, 2015. "Strategic design of cost savings guarantee in energy performance contracting under uncertainty," Applied Energy, Elsevier, vol. 139(C), pages 68-80.
    17. Deng, Qianli & Jiang, Xianglin & Zhang, Limao & Cui, Qingbin, 2015. "Making optimal investment decisions for energy service companies under uncertainty: A case study," Energy, Elsevier, vol. 88(C), pages 234-243.
    18. Orea, Luis & Llorca, Manuel & Filippini, Massimo, 2015. "A new approach to measuring the rebound effect associated to energy efficiency improvements: An application to the US residential energy demand," Energy Economics, Elsevier, vol. 49(C), pages 599-609.
    19. repec:hal:gemwpa:hal-00991732 is not listed on IDEAS
    20. Feng Zhou & Huai-Cheng Guo & Yuh-Shan Ho & Chao-Zhong Wu, 2007. "Scientometric analysis of geostatistics using multivariate methods," Scientometrics, Springer;Akadémiai Kiadó, vol. 73(3), pages 265-279, December.
    21. Dong, Jun & Chi, Yong & Zou, Daoan & Fu, Chao & Huang, Qunxing & Ni, Mingjiang, 2014. "Energy–environment–economy assessment of waste management systems from a life cycle perspective: Model development and case study," Applied Energy, Elsevier, vol. 114(C), pages 400-408.
    22. Akman, Ugur & Okay, Esin & Okay, Nesrin, 2013. "Current snapshot of the Turkish ESCO market," Energy Policy, Elsevier, vol. 60(C), pages 106-115.
    23. Ren, Hongbo & Zhou, Weisheng & Gao, Weijun & Wu, Qiong, 2011. "Promotion of energy conservation in developing countries through the combination of ESCO and CDM: A case study of introducing distributed energy resources into Chinese urban areas," Energy Policy, Elsevier, vol. 39(12), pages 8125-8136.
    24. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    25. Stuart, Elizabeth & Larsen, Peter H. & Goldman, Charles A. & Gilligan, Donald, 2014. "A method to estimate the size and remaining market potential of the U.S. ESCO (energy service company) industry," Energy, Elsevier, vol. 77(C), pages 362-371.
    26. Qin, Quande & Liang, Fuqi & Li, Li & Wei, Yi-Ming, 2017. "Selection of energy performance contracting business models: A behavioral decision-making approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 422-433.
    27. Jennifer Keiser & Jürg Utzinger, 2005. "Trends in the core literature on tropical medicine: a bibliometric analysis from 1952-2002," Scientometrics, Springer;Akadémiai Kiadó, vol. 62(3), pages 351-365, March.
    28. Sarkar, Ashok & Singh, Jas, 2010. "Financing energy efficiency in developing countries--lessons learned and remaining challenges," Energy Policy, Elsevier, vol. 38(10), pages 5560-5571, October.
    29. Okay, Esin & Okay, Nesrin & Konukman, Alp Er S. & Akman, Ugur, 2008. "Views on Turkey's impending ESCO market: Is it promising?," Energy Policy, Elsevier, vol. 36(6), pages 1821-1825, June.
    30. Vine, Edward, 2005. "An international survey of the energy service company (ESCO) industry," Energy Policy, Elsevier, vol. 33(5), pages 691-704, March.
    31. Hannon, Matthew J. & Bolton, Ronan, 2015. "UK Local Authority engagement with the Energy Service Company (ESCo) model: Key characteristics, benefits, limitations and considerations," Energy Policy, Elsevier, vol. 78(C), pages 198-212.
    32. Mao, Guozhu & Liu, Xi & Du, Huibin & Zuo, Jian & Wang, Linyuan, 2015. "Way forward for alternative energy research: A bibliometric analysis during 1994–2013," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 276-286.
    33. Zhang, Mingshun & Wang, Mujie & Jin, Wei & Xia-Bauer, Chun, 2018. "Managing energy efficiency of buildings in China: A survey of energy performance contracting (EPC) in building sector," Energy Policy, Elsevier, vol. 114(C), pages 13-21.
    34. Lu, Zhijian & Shao, Shuai, 2016. "Impacts of government subsidies on pricing and performance level choice in Energy Performance Contracting: A two-step optimal decision model," Applied Energy, Elsevier, vol. 184(C), pages 1176-1183.
    35. Marino, Angelica & Bertoldi, Paolo & Rezessy, Silvia & Boza-Kiss, Benigna, 2011. "A snapshot of the European energy service market in 2010 and policy recommendations to foster a further market development," Energy Policy, Elsevier, vol. 39(10), pages 6190-6198, October.
    36. Mao, Guozhu & Zou, Hongyang & Chen, Guanyi & Du, Huibin & Zuo, Jian, 2015. "Past, current and future of biomass energy research: A bibliometric analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1823-1833.
    37. Wang, Yuan & Lai, Nan & Zuo, Jian & Chen, Guanyi & Du, Huibin, 2016. "Characteristics and trends of research on waste-to-energy incineration: A bibliometric analysis, 1999–2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 95-104.
    38. Hannon, Matthew J. & Foxon, Timothy J. & Gale, William F., 2013. "The co-evolutionary relationship between Energy Service Companies and the UK energy system: Implications for a low-carbon transition," Energy Policy, Elsevier, vol. 61(C), pages 1031-1045.
    39. Hongquan Ruan & Xin Gao & Chaoxuan Mao, 2018. "Empirical Study on Annual Energy-Saving Performance of Energy Performance Contracting in China," Sustainability, MDPI, vol. 10(5), pages 1-25, May.
    40. Qian, Dong & Guo, Ju’e, 2014. "Research on the energy-saving and revenue sharing strategy of ESCOs under the uncertainty of the value of Energy Performance Contracting Projects," Energy Policy, Elsevier, vol. 73(C), pages 710-721.
    41. Li, Yan & Qiu, Yueming & Wang, Yi David, 2014. "Explaining the contract terms of energy performance contracting in China: The importance of effective financing," Energy Economics, Elsevier, vol. 45(C), pages 401-411.
    42. Goldman, Charles A. & Hopper, Nicole C. & Osborn, Julie G., 2005. "Review of US ESCO industry market trends: an empirical analysis of project data," Energy Policy, Elsevier, vol. 33(3), pages 387-405, February.
    43. Thed Leeuwen & Rodrigo Costas & Clara Calero-Medina & Martijn Visser, 2013. "The role of editorial material in bibliometric research performance assessments," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(2), pages 817-828, May.
    44. Bertoldi, Paolo & Rezessy, Silvia & Vine, Edward, 2006. "Energy service companies in European countries: Current status and a strategy to foster their development," Energy Policy, Elsevier, vol. 34(14), pages 1818-1832, September.
    45. Xu, Pengpeng & Chan, Edwin Hon-Wan & Qian, Queena Kun, 2011. "Success factors of energy performance contracting (EPC) for sustainable building energy efficiency retrofit (BEER) of hotel buildings in China," Energy Policy, Elsevier, vol. 39(11), pages 7389-7398.
    46. Roger Flanagan & Weisheng Lu & Liyin Shen & Carol Jewell, 2007. "Competitiveness in construction: a critical review of research," Construction Management and Economics, Taylor & Francis Journals, vol. 25(9), pages 989-1000.
    47. Lee, P. & Lam, P.T.I. & Lee, W.L. & Chan, E.H.W., 2016. "Analysis of an air-cooled chiller replacement project using a probabilistic approach for energy performance contracts," Applied Energy, Elsevier, vol. 171(C), pages 415-428.
    48. Yunna Wu & Jianli Zhou & Yong Hu & Lingwenying Li & Xiaokun Sun, 2018. "A TODIM-Based Investment Decision Framework for Commercial Distributed PV Projects under the Energy Performance Contracting (EPC) Business Model: A Case in East-Central China," Energies, MDPI, vol. 11(5), pages 1-27, May.
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