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Technological Progress and Chinese Residents’ Willingness to Pay for Cleaner Air

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  • Xinhao Liu

    (School of Business, Shandong University, Weihai 264209, China)

  • Guangjie Ning

    (School of Business, Shandong University, Weihai 264209, China)

Abstract

This study examines whether China’s rapid spread of internet and mobile information technologies has translated into greater household support for government air-quality programs. Using nationally representative data from the Chinese General Social Survey (2018), this study estimates the causal impact of digital media use on residents’ willing to pay (WTP) each month for one additional “good-air” day. Ordinary least squares shows that individuals who rely primarily on the internet or mobile push services are willing to contribute CNY 1.9–2.7 more—about 43 percent above the sample mean of CNY 4.41. To address potential endogeneity, we instrumented digital media adoption using provincial computer penetration; two-stage least squares yielded roughly CNY 10.5, confirming a causal effect. Mechanism tests showed that digital access lowers complacency about local air quality, strengthens anthropogenic attribution of pollution, and heightens the moral norm that economic sacrifice is legitimate, jointly mediating the rise in WTP. Heterogeneity analyses revealed stronger effects among high-income households and renters, while extended tests showed that (i) the impact intensifies when the promised environmental gain rises from one to three or five clean-air days, (ii) attention to international news can crowd out local WTP, and (iii) digital media raise not only the likelihood of paying but also the amount paid among existing contributors. The findings suggest that targeted digital outreach—especially messages with concrete, locally salient goals—can substantially enlarge the fiscal base for air-quality initiatives, helping China advance its ecological-civilization and dual-carbon objectives.

Suggested Citation

  • Xinhao Liu & Guangjie Ning, 2025. "Technological Progress and Chinese Residents’ Willingness to Pay for Cleaner Air," Sustainability, MDPI, vol. 17(13), pages 1-21, July.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:13:p:6143-:d:1694716
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    1. Weibing Li & Siyuan Chen & Kaixia Zhang, 2023. "Responsible Behavior of Irresponsible Companies: Air Pollution and Charitable Donations of Polluting Companies," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(4), pages 90-119, July.
    2. Mozumder, Pallab & Vásquez, William F. & Marathe, Achla, 2011. "Consumers' preference for renewable energy in the southwest USA," Energy Economics, Elsevier, vol. 33(6), pages 1119-1126.
    3. Leyi Zheng & Junfeng Liu & Qiong Yang & Yuqing Wang & Ying Liu & Xiurong Hu & Jianying Hu & Yi Wan & Xuejun Wang & Jianmin Ma & Xilong Wang & Shu Tao, 2023. "The Impacts of China’s Resident Tourism Subsidy Policy on the Economy and Air Pollution Emissions," Sustainability, MDPI, vol. 15(10), pages 1-16, May.
    4. Liang Shen & Runjie Fan & Yuyan Wang & Zhaoqing Yu & Rongyun Tang, 2020. "Impacts of Environmental Regulation on the Green Transformation and Upgrading of Manufacturing Enterprises," IJERPH, MDPI, vol. 17(20), pages 1-14, October.
    5. Li, Xing & Hu, Zhigao & Cao, Jianhua & Xu, Xing, 2022. "The impact of environmental accountability on air pollution: A public attention perspective," Energy Policy, Elsevier, vol. 161(C).
    6. W. Michael Hanemann, 1994. "Valuing the Environment through Contingent Valuation," Journal of Economic Perspectives, American Economic Association, vol. 8(4), pages 19-43, Fall.
    7. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    8. Guanghui Tian & Jianming Miao & Changhong Miao & Yehua Dennis Wei & Dongyang Yang, 2022. "Interplay of Environmental Regulation and Local Protectionism in China," IJERPH, MDPI, vol. 19(10), pages 1-21, May.
    9. Kotchen, Matthew J. & Reiling, Stephen D., 2000. "Environmental attitudes, motivations, and contingent valuation of nonuse values: a case study involving endangered species," Ecological Economics, Elsevier, vol. 32(1), pages 93-107, January.
    10. Yi Du & Xiaoyan Wang & Daniele Brombal & Angela Moriggi & Andrew Sharpley & Shujiang Pang, 2018. "Changes in Environmental Awareness and Its Connection to Local Environmental Management in Water Conservation Zones: The Case of Beijing, China," Sustainability, MDPI, vol. 10(6), pages 1-24, June.
    11. Rogge, Karoline S. & Reichardt, Kristin, 2016. "Policy mixes for sustainability transitions: An extended concept and framework for analysis," Research Policy, Elsevier, vol. 45(8), pages 1620-1635.
    12. Vinish Kathuria, 2018. "Does Environmental Governance Matter for Foreign Direct Investment? Testing the Pollution Haven Hypothesis for Indian States," Asian Development Review, MIT Press, vol. 35(1), pages 81-107, March.
    13. Ali Kharrazi & Hua Qin & Yi Zhang, 2016. "Urban Big Data and Sustainable Development Goals: Challenges and Opportunities," Sustainability, MDPI, vol. 8(12), pages 1-6, December.
    14. Donna L Hoffman & Thomas P Novak & Eileen FischerEditor & Robert KozinetsAssociate Editor, 2018. "Consumer and Object Experience in the Internet of Things: An Assemblage Theory Approach," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(6), pages 1178-1204.
    15. Borchers, Allison M. & Duke, Joshua M. & Parsons, George R., 2007. "Does willingness to pay for green energy differ by source?," Energy Policy, Elsevier, vol. 35(6), pages 3327-3334, June.
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