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Does energy-efficiency label affect appliance price? Empirical analysis of the new national standard air conditioners in China

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  • Zhang, Yixiang
  • Song, Bowei

Abstract

A new national standard (NS) for energy-efficiency labels has been released in China to improve the energy-efficiency requirements of household appliances. However, the impacts of the newly revised NS for air conditioners (ACs) on consumer preference and willingness to pay (WTP) remain unclear. Using data from a large e-commerce website in China, this study explores users’ preferences and WTP for the attributes of online stores, comments, and products pertaining to new NS ACs based on the hedonic price model (HPM), and uses the Heckman two-step estimation to correct for selection bias. The results show that the premium of the new NS energy-efficiency label estimated by the Heckman model is 6.24%, which is 23.71% lower than that estimated directly by the HPM. Online store attributes and comment attributes also affect the prices of new NS ACs. Furthermore, product attributes have effects on the prices of both new and old NS ACs, while online store attributes and comment attributes have greater effects on the old NS ACs. Finally, after the implementation of the new NS, the premium for the new NS energy-efficiency label is lower than that of the old one.

Suggested Citation

  • Zhang, Yixiang & Song, Bowei, 2023. "Does energy-efficiency label affect appliance price? Empirical analysis of the new national standard air conditioners in China," Energy, Elsevier, vol. 269(C).
    • Handle: RePEc:eee:energy:v:269:y:2023:i:c:s0360544223002414
    DOI: 10.1016/j.energy.2023.126847
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    1. Tadesse, Tewodros, 2009. "Environmental concern and its implication to household waste separation and disposal: Evidence from Mekelle, Ethiopia," Resources, Conservation & Recycling, Elsevier, vol. 53(4), pages 183-191.
    2. Galarraga, Ibon & González-Eguino, Mikel & Markandya, Anil, 2011. "Willingness to pay and price elasticities of demand for energy-efficient appliances: Combining the hedonic approach and demand systems," Energy Economics, Elsevier, vol. 33(S1), pages 66-74.
    3. Huh, Sung-Yoon & Jo, Manseok & Shin, Jungwoo & Yoo, Seung-Hoon, 2019. "Impact of rebate program for energy-efficient household appliances on consumer purchasing decisions: The case of electric rice cookers in South Korea," Energy Policy, Elsevier, vol. 129(C), pages 1394-1403.
    4. Benoit Faye, 2021. "Methodological discussion of Airbnb's hedonic study: A review of the problems and some proposals tested on Bordeaux City data," Post-Print hal-03407540, HAL.
    5. Zha, Donglan & Yang, Guanglei & Wang, Wenzhong & Wang, Qunwei & Zhou, Dequn, 2020. "Appliance energy labels and consumer heterogeneity: A latent class approach based on a discrete choice experiment in China," Energy Economics, Elsevier, vol. 90(C).
    6. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
    7. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    8. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    9. Roy Brouwer, 2011. "A mixed approach to payment certainty calibration in discrete choice welfare estimation," Applied Economics, Taylor & Francis Journals, vol. 43(17), pages 2129-2142.
    10. Hongyu Wang & Xiaolei Wang & Apurbo Sarkar & Fuhong Zhang, 2021. "How Capital Endowment and Ecological Cognition Affect Environment-Friendly Technology Adoption: A Case of Apple Farmers of Shandong Province, China," IJERPH, MDPI, vol. 18(14), pages 1-16, July.
    11. Zhang, Yixiang & Li, Juan & Tao, Wenwen, 2021. "Does energy efficiency affect appliance prices? Empirical analysis of air conditioners in China based on propensity score matching," Energy Economics, Elsevier, vol. 101(C).
    12. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    13. Xuemei Zhang & Haitao Yin & Rui Zhao, 2021. "Consumer willingness to pay for eco-labels in China: A choice experiment approach," Journal of Management Analytics, Taylor & Francis Journals, vol. 8(4), pages 673-692, October.
    14. Ankamah-Yeboah, Isaac & Nielsen, Max & Nielsen, Rasmus, 2016. "Price premium of organic salmon in Danish retail sale," Ecological Economics, Elsevier, vol. 122(C), pages 54-60.
    15. Kim, Changhee & Chung, Chanjin, 2011. "Hedonic Analysis of Retail Egg Prices Using Store Scanner Data: An Application to the Korean Egg Market," Journal of Food Distribution Research, Food Distribution Research Society, vol. 42(3), pages 1-14, November.
    16. Mi, Lingyun & Xu, Ting & Sun, Yuhuan & Yang, Hang & Wang, Bangjun & Gan, Xiaoli & Qiao, Lijie, 2021. "Promoting differentiated energy savings: Analysis of the psychological motivation of households with different energy consumption levels," Energy, Elsevier, vol. 218(C).
    17. Ding, Qun & Cai, Wenjia & Wang, Can & Sanwal, Mukul, 2017. "The relationships between household consumption activities and energy consumption in china— An input-output analysis from the lifestyle perspective," Applied Energy, Elsevier, vol. 207(C), pages 520-532.
    18. Ali, Akhter & Bahadur Rahut, Dil & Behera, Bhagirath, 2016. "Factors influencing farmers׳ adoption of energy-based water pumps and impacts on crop productivity and household income in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 48-57.
    19. Zha, Donglan & Chen, Qian & Wang, Lijun, 2022. "Exploring carbon rebound effects in Chinese households’ consumption: A simulation analysis based on a multi-regional input–output framework," Applied Energy, Elsevier, vol. 313(C).
    20. Richard G. Newell & Adam B. Jaffe & Robert N. Stavins, 1999. "The Induced Innovation Hypothesis and Energy-Saving Technological Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 941-975.
    21. Mahlia, T.M.I. & Saidur, R., 2010. "A review on test procedure, energy efficiency standards and energy labels for room air conditioners and refrigerator-freezers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(7), pages 1888-1900, September.
    22. Mi, Lingyun & Zhu, Hanlin & Yang, Jie & Gan, Xiaoli & Xu, Ting & Qiao, Lijie & Liu, Qingyan, 2019. "A new perspective to promote low-carbon consumption: The influence of reference groups," Ecological Economics, Elsevier, vol. 161(C), pages 100-108.
    23. Zhang, Yixiang & Tao, Wenwen, 2020. "Will energy efficiency affect appliance price? An empirical analysis of refrigerators in China based on hedonic price model," Energy Policy, Elsevier, vol. 147(C).
    24. Shigeru Matsumoto, 2018. "Consumer valuation of energy-saving features of residential air conditioners with hedonic and choice models," Empirical Economics, Springer, vol. 55(4), pages 1779-1806, December.
    25. Lee, Lung-Fei, 1978. "Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 415-433, June.
    26. Katharina Sammer & Rolf Wüstenhagen, 2006. "The influence of eco‐labelling on consumer behaviour – results of a discrete choice analysis for washing machines," Business Strategy and the Environment, Wiley Blackwell, vol. 15(3), pages 185-199, May.
    27. Hancevic, Pedro I. & Sandoval, Hector H., 2022. "Low-income energy efficiency programs and energy consumption," Journal of Environmental Economics and Management, Elsevier, vol. 113(C).
    28. Zhang, Wei & Li, Guoxiang & Guo, Fanyong, 2022. "Does carbon emissions trading promote green technology innovation in China?," Applied Energy, Elsevier, vol. 315(C).
    29. Mark DeFond & David H. Erkens & Jieying Zhang, 2017. "Do Client Characteristics Really Drive the Big N Audit Quality Effect? New Evidence from Propensity Score Matching," Management Science, INFORMS, vol. 63(11), pages 3628-3649, November.
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