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Does digitalization help green consumption? Empirical test based on the perspective of supply and demand of green products

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  • Peng, Yue
  • Wang, Wei
  • Zhen, Shangsong
  • Liu, Yunqiang

Abstract

Green consumption (GC) is an unavoidable choice for mitigating environmental pressures, achieving the “double carbon goal†, and promoting the development of a low-carbon, green society as a whole. With the rapid advancement of digitization (Digi), artificial intelligence, big data, and other associated digital technologies have become powerful driving forces for GC from both the supply and demand perspectives. Therefore, a spatial Durbin model (SDM) was utilized to investigate the local and spatial spillover impacts of Digi on GC based on panel data from 2011 to 2020 from 30 Chinese provinces. It was found that: (1) Digi can influence both the supply and demand aspects of green products, establishing a positive correlation with local GC. It also exerted a favorable incentive effect on GC in neighboring provinces through spatial connections and spatial spillover, within the framework of the imitation mechanism. Several robustness tests revealed that the effects remained significant. (2) the enhanced market mechanisms and a favorable competitive environment offered by the high-level market, in addition to the subsidy and incentive mechanisms within the government's Green Consumption Policy (GCP), were instrumental in fostering the development of GC. Consequently, the government's role in “promotion†and the market's role in “pull†had a regulating effect on the impact of Digi on GC. (3) heterogeneity analysis illustrated that Digi had a more significant promoting effect on GC in the comprehensive big data pilot and large-scale industrial digitization areas. Based on this, we suggest that the state increase investment in Digi to provide a foundation for the research and development of green digital technologies. Additionally, the state should promote the construction and improvement of green consumer markets and formulate more incentive or penalty systems conducive to promoting GC. The research results also provide a theoretical basis for the direct and dynamic effects of Digi, as well as inspiration for promoting GC and green sustainable development.

Suggested Citation

  • Peng, Yue & Wang, Wei & Zhen, Shangsong & Liu, Yunqiang, 2024. "Does digitalization help green consumption? Empirical test based on the perspective of supply and demand of green products," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:joreco:v:79:y:2024:i:c:s0969698924001395
    DOI: 10.1016/j.jretconser.2024.103843
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    References listed on IDEAS

    as
    1. Le, TN-Lan & Abakah, Emmanuel Joel Aikins & Tiwari, Aviral Kumar, 2021. "Time and frequency domain connectedness and spill-over among fintech, green bonds and cryptocurrencies in the age of the fourth industrial revolution," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    2. Liu, Yunqiang & Zhu, Jialing & Li, Eldon Y. & Meng, Zhiyi & Song, Yan, 2020. "Environmental regulation, green technological innovation, and eco-efficiency: The case of Yangtze river economic belt in China," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    3. Khalfaoui, Rabeh & Mefteh-Wali, Salma & Dogan, Buhari & Ghosh, Sudeshna, 2023. "Extreme spillover effect of COVID-19 pandemic-related news and cryptocurrencies on green bond markets: A quantile connectedness analysis," International Review of Financial Analysis, Elsevier, vol. 86(C).
    4. Roh, Taewoo & Seok, Junhee & Kim, Yaeri, 2022. "Unveiling ways to reach organic purchase: Green perceived value, perceived knowledge, attitude, subjective norm, and trust," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    5. Dian, Jie & Song, Tian & Li, Shenglan, 2024. "Facilitating or inhibiting? Spatial effects of the digital economy affecting urban green technology innovation," Energy Economics, Elsevier, vol. 129(C).
    6. Doğan, Buhari & Shahbaz, Muhammad & Bashir, Muhammad Farhan & Abbas, Shujaat & Ghosh, Sudeshna, 2023. "Formulating energy security strategies for a sustainable environment: Evidence from the newly industrialized economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    7. Neha Upadhayay & Silvia Rocchetta & Shivam Gupta & Sachin Kamble & Rebecca Stekelorum, 2024. "Blazing the trail: The role of digital and green servitization on technological innovation," Post-Print hal-04504863, HAL.
    8. Shehawy, Yasser Moustafa & Agag, Gomaa & Alamoudi, Hawazen O. & Alharthi, Majed D. & Brown, Abraham & Labben, Thouraya Gherissi & Abdelmoety, Ziad H., 2024. "Cross-national differences in consumers’ willingness to pay (WTP) more for green hotels," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    9. Lv, Yulan & Chen, Wei & Cheng, Jianquan, 2019. "Modelling dynamic impacts of urbanization on disaggregated energy consumption in China: A spatial Durbin modelling and decomposition approach," Energy Policy, Elsevier, vol. 133(C).
    10. Yuwen Lyu & Yuqing Peng & Hejian Liu & Ji-Jen Hwang, 2022. "Impact of Digital Economy on the Provision Efficiency for Public Health Services: Empirical Study of 31 Provinces in China," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    11. Žaneta Piligrimienė & Andželika Žukauskaitė & Hubert Korzilius & Jūratė Banytė & Aistė Dovalienė, 2020. "Internal and External Determinants of Consumer Engagement in Sustainable Consumption," Sustainability, MDPI, vol. 12(4), pages 1-20, February.
    12. Montoya-Villalobos, Maria J., 2023. "Green consumption: The role of confidence and pessimism," Ecological Economics, Elsevier, vol. 205(C).
    13. Maduku, Daniel K., 2024. "How environmental concerns influence consumers’ anticipated emotions towards sustainable consumption: The moderating role of regulatory focus," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    14. Feng, Xinzhen & Du, Gang, 2023. "Does financial knowledge contribute to the upgrading of the resident's consumption?," Finance Research Letters, Elsevier, vol. 58(PC).
    15. Wang, Guofeng & Deng, Xiangzheng & Wang, Jingyu & Zhang, Fan & Liang, Shiqi, 2019. "Carbon emission efficiency in China: A spatial panel data analysis," China Economic Review, Elsevier, vol. 56(C), pages 1-1.
    16. Sun, Ying & Leng, Ke & Xiong, Haitao, 2022. "Research on the influencing factors of consumers’ green purchase behavior in the post-pandemic era," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    17. Lei, Xiao & Shen, Z.Y. & Štreimikienė, Dalia & Baležentis, Tomas & Wang, Guang & Mu, Yunguo, 2024. "Digitalization and sustainable development: Evidence from OECD countries," Applied Energy, Elsevier, vol. 357(C).
    18. Fang, Lei & Zhao, Sai, 2023. "On the green subsidies in a differentiated market," International Journal of Production Economics, Elsevier, vol. 257(C).
    19. Abakah, Emmanuel Joel Aikins & Tiwari, Aviral Kumar & Ghosh, Sudeshna & Doğan, Buhari, 2023. "Dynamic effect of Bitcoin, fintech and artificial intelligence stocks on eco-friendly assets, Islamic stocks and conventional financial markets: Another look using quantile-based approaches," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    20. Xu, Dandan & Guo, Dongli & Yue, Pengpeng & Li, Mengshi, 2024. "Household green consumption: Does digital inclusion matter?," International Review of Financial Analysis, Elsevier, vol. 91(C).
    21. Xu, Chunguang & Li, Xiaohui, 2023. "The efficiency of natural resource consumption and government administration concerning green economic growth in Asian countries," Resources Policy, Elsevier, vol. 82(C).
    22. Doğan, Buhari & Trabelsi, Nader & Tiwari, Aviral Kumar & Ghosh, Sudeshna, 2023. "Dynamic dependence and causality between crude oil, green bonds, commodities, geopolitical risks, and policy uncertainty," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 36-62.
    23. Lu, Juan & Li, He, 2023. "The impact of environmental corruption on green consumption: A quantitative analysis based on China's Judicial Document Network and Baidu Index," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
    24. Li, Zhiyuan & Doğan, Buhari & Ghosh, Sudeshna & Chen, Wei-Ming & Lorente, Daniel Balsalobre, 2024. "Economic complexity, natural resources and economic progress in the era of sustainable development: Findings in the context of resource deployment challenges," Resources Policy, Elsevier, vol. 88(C).
    25. Ki, Chung-Wha (Chloe) & Li, Chunsheng & Chenn, Ashley Stevens & Chong, Sze Man & Cho, Erin, 2024. "Wiseconsumerchoices inonlinesecondhandluxury(OSHL)shopping: Anintegratedmodel ofmotivations,attitudes, andpurchaseintentions for OSHL aswise,conspicuous, andsustainableconsumption," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    26. Tan, Yan & Uprasen, Utai, 2022. "The effect of foreign direct investment on renewable energy consumption subject to the moderating effect of environmental regulation: Evidence from the BRICS countries," Renewable Energy, Elsevier, vol. 201(P2), pages 135-149.
    27. Guo, Qiu-tong & Dong, Yong & Feng, Biao & Zhang, Hao, 2023. "Can green finance development promote total-factor energy efficiency? Empirical evidence from China based on a spatial Durbin model," Energy Policy, Elsevier, vol. 177(C).
    28. Li, Shuangyan & Chang, Ge & Zunong, Reyihanguli, 2023. "Does regional digital economy development influence green investment?," Innovation and Green Development, Elsevier, vol. 2(3).
    29. Shang, Hua & Jiang, Li & Pan, Xianyou & Pan, Xiongfeng, 2022. "Green technology innovation spillover effect and urban eco-efficiency convergence: Evidence from Chinese cities," Energy Economics, Elsevier, vol. 114(C).
    30. Ren, Tongxian & Long, Zhihe & Zhang, Rengui & Chen, Qingqing, 2014. "Moran's I test of spatial panel data model — Based on bootstrap method," Economic Modelling, Elsevier, vol. 41(C), pages 9-14.
    31. Haj-Salem, Narjes & Ishaq, Muhammad Ishtiaq & Raza, Ali, 2022. "How anticipated pride and guilt influence green consumption in the Middle East: The moderating role of environmental consciousness," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    32. Lee, Chien-Chiang & He, Zhi-Wen & Yuan, Zihao, 2023. "A pathway to sustainable development: Digitization and green productivity," Energy Economics, Elsevier, vol. 124(C).
    33. Ning Xu & He Zhang & Tixin Li & Xiao Ling & Qian Shen, 2022. "How Big Data Affect Urban Low-Carbon Transformation—A Quasi-Natural Experiment from China," IJERPH, MDPI, vol. 19(23), pages 1-16, December.
    34. Zhang, Jinning & Wang, Jianlong & Yang, Xiaodong & Ren, Siyu & Ran, Qiying & Hao, Yu, 2021. "Does local government competition aggravate haze pollution? A new perspective of factor market distortion," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    35. Zhang, Jingfei & Zheng, Zhicheng & Zhang, Lijun & Qin, Yaochen & Wang, Jingfan & Cui, Panpan, 2021. "Digital consumption innovation, socio-economic factors and low-carbon consumption: Empirical analysis based on China," Technology in Society, Elsevier, vol. 67(C).
    36. Ganotakis, Panagiotis & Angelidou, Sofia & Saridakis, Charalampos & Piperopoulos, Panagiotis & Dindial, Miguel, 2023. "Innovation, digital technologies, and sales growth during exogenous shocks," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    37. Yang, Mengjun & Zheng, Shilin & Zhou, Lin, 2022. "Broadband internet and enterprise innovation," China Economic Review, Elsevier, vol. 74(C).
    38. Wu, Haitao & Xue, Yan & Hao, Yu & Ren, Siyu, 2021. "How does internet development affect energy-saving and emission reduction? Evidence from China," Energy Economics, Elsevier, vol. 103(C).
    39. Hou, Chenxuan & Sarigöllü, Emine, 2022. "Is bigger better? How the scale effect influences green purchase intention: The case of washing machine," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    40. Rabeh Khalfaoui & Salma Mefteh-Wali & Buhari Dogan & Sudeshna Ghosh, 2023. "Extreme spillover effect of COVID-19 pandemic-related news and cryptocurrencies on green bond markets: A quantile connectedness analysis," Post-Print hal-03998228, HAL.
    41. Upadhayay, Neha B. & Rocchetta, Silvia & Gupta, Shivam & Kamble, Sachin & Stekelorum, Rebecca, 2024. "Blazing the trail: The role of digital and green servitization on technological innovation," Technovation, Elsevier, vol. 130(C).
    42. Yan, Bin & Wang, Feng & Dong, Mingru & Ren, Jing & Liu, Juan & Shan, Jing, 2022. "How do financial spatial structure and economic agglomeration affect carbon emission intensity? Theory extension and evidence from China," Economic Modelling, Elsevier, vol. 108(C).
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