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Using an extended theory of planned behaviour to explain willingness towards voluntary carbon offsetting among Chinese consumers

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  • Tao, Yujie
  • Duan, Maosheng
  • Deng, Zhe

Abstract

Voluntary carbon offsetting (VCO) is an important means of controlling rapidly growing household consumption emissions. To design an effective VCO system, consumers' willingness towards VCO and its relevant determinants are of crucial importance, but are still rather insufficiently studied, especially in developing countries and among high‑carbon-emitting consumers. This paper adopts an extended theory of planned behaviour (TPB) to explore the influencing mechanism of Chinese consumers' willingness to offset. Willingness to pay(WTP) is also estimated to provide monetary value of willingness. Using K-means clustering based on consumption behaviours, high‑carbon-emitting consumers are identified and further investigated. The proposed model was tested empirically using survey data (N = 905) collected from different areas in China. The results show that on average, Chinese consumers are willing to pay 419.2 RMB (61.2 USD) per year for carbon offsetting. The major influencing factor is subjective norm, followed by attitude and personal moral norm. High‑carbon-emitting consumers have better knowledge, stronger perceived control and greater WTP for VCO, and their willingness to offset is directly influenced by subjective norm rather than personal moral norm. The findings shed light on the offsetting behaviours of Chinese consumers and recommendations on the design of a VCO system are further proposed.

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  • Tao, Yujie & Duan, Maosheng & Deng, Zhe, 2021. "Using an extended theory of planned behaviour to explain willingness towards voluntary carbon offsetting among Chinese consumers," Ecological Economics, Elsevier, vol. 185(C).
    • Handle: RePEc:eee:ecolec:v:185:y:2021:i:c:s0921800921001269
    DOI: 10.1016/j.ecolecon.2021.107068
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    as
    1. Bin, Shui & Dowlatabadi, Hadi, 2005. "Consumer lifestyle approach to US energy use and the related CO2 emissions," Energy Policy, Elsevier, vol. 33(2), pages 197-208, January.
    2. Schwirplies, Claudia & Dütschke, Elisabeth & Schleich, Joachim & Ziegler, Andreas, 2019. "The willingness to offset CO2 emissions from traveling: Findings from discrete choice experiments with different framings," Ecological Economics, Elsevier, vol. 165(C), pages 1-1.
    3. Diana Ivanova & Konstantin Stadler & Kjartan Steen-Olsen & Richard Wood & Gibran Vita & Arnold Tukker & Edgar G. Hertwich, 2016. "Environmental Impact Assessment of Household Consumption," Journal of Industrial Ecology, Yale University, vol. 20(3), pages 526-536, June.
    4. Tian, Xin & Chang, Miao & Lin, Chen & Tanikawa, Hiroki, 2014. "China’s carbon footprint: A regional perspective on the effect of transitions in consumption and production patterns," Applied Energy, Elsevier, vol. 123(C), pages 19-28.
    5. Zhang, Lei & Wu, Yang, 2012. "Market segmentation and willingness to pay for green electricity among urban residents in China: The case of Jiangsu Province," Energy Policy, Elsevier, vol. 51(C), pages 514-523.
    6. Timothy C. Haab & Kenneth E. McConnell, 2002. "Valuing Environmental and Natural Resources," Books, Edward Elgar Publishing, number 2427.
    7. Johannes Diederich & Timo Goeschl, 2014. "Willingness to Pay for Voluntary Climate Action and Its Determinants: Field-Experimental Evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 57(3), pages 405-429, March.
    8. Zhang, Yixiang & Wang, Zhaohua & Zhou, Guanghui, 2013. "Antecedents of employee electricity saving behavior in organizations: An empirical study based on norm activation model," Energy Policy, Elsevier, vol. 62(C), pages 1120-1127.
    9. Löschel, Andreas & Sturm, Bodo & Vogt, Carsten, 2013. "The demand for climate protection—Empirical evidence from Germany," Economics Letters, Elsevier, vol. 118(3), pages 415-418.
    10. Dominik Wiedenhofer & Dabo Guan & Zhu Liu & Jing Meng & Ning Zhang & Yi-Ming Wei, 2017. "Unequal household carbon footprints in China," Nature Climate Change, Nature, vol. 7(1), pages 75-80, January.
    11. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    12. Yohan Kim & Sunyoung Yun & Joosung Lee, 2014. "Can Companies Induce Sustainable Consumption? The Impact of Knowledge and Social Embeddedness on Airline Sustainability Programs in the U.S," Sustainability, MDPI, vol. 6(6), pages 1-19, May.
    13. van Birgelen, Marcel & Semeijn, Janjaap & Behrens, Pia, 2011. "Explaining pro-environment consumer behavior in air travel," Journal of Air Transport Management, Elsevier, vol. 17(2), pages 125-128.
    14. Lim, Hea-Jin & Yoo, Seung-Hoon, 2014. "Train travel passengers' willingness to pay to offset their CO2 emissions in Korea," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 526-531.
    15. Giovanni Baiocchi & Jan Minx & Klaus Hubacek, 2010. "The Impact of Social Factors and Consumer Behavior on Carbon Dioxide Emissions in the United Kingdom," Journal of Industrial Ecology, Yale University, vol. 14(1), pages 50-72, January.
    16. Chen, Fang-Yuan, 2013. "The intention and determining factors for airline passengers' participation in carbon offset schemes," Journal of Air Transport Management, Elsevier, vol. 29(C), pages 17-22.
    17. Wang, Bo & Wang, Xiaomeng & Guo, Dongxue & Zhang, Bin & Wang, Zhaohua, 2018. "Analysis of factors influencing residents’ habitual energy-saving behaviour based on NAM and TPB models: Egoism or altruism?," Energy Policy, Elsevier, vol. 116(C), pages 68-77.
    18. Guo, Xiurui & Liu, Haifeng & Mao, Xianqiang & Jin, Jianjun & Chen, Dongsheng & Cheng, Shuiyuan, 2014. "Willingness to pay for renewable electricity: A contingent valuation study in Beijing, China," Energy Policy, Elsevier, vol. 68(C), pages 340-347.
    19. MacKerron, George J. & Egerton, Catrin & Gaskell, Christopher & Parpia, Aimie & Mourato, Susana, 2009. "Willingness to pay for carbon offset certification and co-benefits among (high-)flying young adults in the UK," Energy Policy, Elsevier, vol. 37(4), pages 1372-1381, April.
    20. Liu, Diyi & Du, Huibin & Southworth, Frank & Ma, Shoufeng, 2017. "The influence of social-psychological factors on the intention to choose low-carbon travel modes in Tianjin, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 42-53.
    21. Bin, Shui & Dowlatabadi, Hadi, 2005. "Corrigendum to "Consumer lifestyles approach to US energy use and the related CO2 emissions": [Energy Policy 33 (2005) 197-208]," Energy Policy, Elsevier, vol. 33(10), pages 1362-1363, July.
    22. Seetaram, Neelu & Song, Haiyan & Ye, Shun & Page, Stephen, 2018. "Estimating willingness to pay air passenger duty," Annals of Tourism Research, Elsevier, vol. 72(C), pages 85-97.
    23. Tan, Xueping & Wang, Xinyu & Zaidi, Syed Haider Ali, 2019. "What drives public willingness to participate in the voluntary personal carbon-trading scheme? A case study of Guangzhou Pilot, China," Ecological Economics, Elsevier, vol. 165(C), pages 1-1.
    24. Han, Heesup & Hsu, Li-Tzang (Jane) & Sheu, Chwen, 2010. "Application of the Theory of Planned Behavior to green hotel choice: Testing the effect of environmental friendly activities," Tourism Management, Elsevier, vol. 31(3), pages 325-334.
    25. John Loomis, 2011. "What'S To Know About Hypothetical Bias In Stated Preference Valuation Studies?," Journal of Economic Surveys, Wiley Blackwell, vol. 25(2), pages 363-370, April.
    26. Botetzagias, Iosif & Dima, Andora-Fani & Malesios, Chrisovaladis, 2015. "Extending the Theory of Planned Behavior in the context of recycling: The role of moral norms and of demographic predictors," Resources, Conservation & Recycling, Elsevier, vol. 95(C), pages 58-67.
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