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How does policy information shape its adoption? A citation analysis of large-scale energy policies in China

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  • Liu, Leilei
  • Ba, Zhichao
  • Pei, Lei

Abstract

Understanding the antecedents of policy adoption is essential for facilitating policy diffusion and designing follow-up policies. Previous research on drivers of policy adoption primarily focused on local attributes and government interactions, often neglecting the influence of the policy information itself. This study systematically investigates how policy information (policy design, topics, and attributes) shapes its adoption. Drawing on the Elaboration Likelihood Model (ELM), we developed a framework to explain how such policy information embedded in policy documents influences policy adoption through central and peripheral routes. The adoption performance of each policy is quantified based on a novel policy citation approach. An empirical analysis of large-scale energy policies in China demonstrates that differentiated policy designs and topics exert heterogeneous effects on the intensity and speed of policy adoption. Moreover, their impact on subsequent policy adoptions is more pronounced than on first-time policy adoptions. Policy attributes such as institutional collaboration, reasonable timing agendas, and referencing high-impact policies positively influence policy adoption performance. Additionally, the validity level of a policy positively moderates the relationship between content information and adoption performance. Our research provides practical implications for policymakers to strategically craft appropriate policy-making and targeted promotion strategies for effective policy diffusion.

Suggested Citation

  • Liu, Leilei & Ba, Zhichao & Pei, Lei, 2024. "How does policy information shape its adoption? A citation analysis of large-scale energy policies in China," Journal of Informetrics, Elsevier, vol. 18(4).
  • Handle: RePEc:eee:infome:v:18:y:2024:i:4:s1751157724001019
    DOI: 10.1016/j.joi.2024.101589
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    References listed on IDEAS

    as
    1. Schneider, Anne & Ingram, Helen, 1993. "Social Construction of Target Populations: Implications for Politics and Policy," American Political Science Review, Cambridge University Press, vol. 87(2), pages 334-347, June.
    2. Guilhot, Laëtitia, 2022. "An analysis of China's energy policy from 1981 to 2020: Transitioning towards to a diversified and low-carbon energy system," Energy Policy, Elsevier, vol. 162(C).
    3. Kar Yan Tam & Shuk Ying Ho, 2005. "Web Personalization as a Persuasion Strategy: An Elaboration Likelihood Model Perspective," Information Systems Research, INFORMS, vol. 16(3), pages 271-291, September.
    4. Kong, Yuan & Feng, Chao & Yang, Jun, 2020. "How does China manage its energy market? A perspective of policy evolution," Energy Policy, Elsevier, vol. 147(C).
    5. Wang, Jiaxi & Zhang, Jingjing, 2023. "The impact of policy collaboration networks and policy topic networks on policy diffusion: Empirical evidence from the energy field," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    6. Angel Hsu & Jonas Tan & Yi Ming Ng & Wayne Toh & Regina Vanda & Nihit Goyal, 2020. "Performance determinants show European cities are delivering on climate mitigation," Nature Climate Change, Nature, vol. 10(11), pages 1015-1022, November.
    7. Walker, Jack L., 1969. "The Diffusion of Innovations among the American States," American Political Science Review, Cambridge University Press, vol. 63(3), pages 880-899, November.
    8. Yan Yan & Jiatao Li & Jingjing Zhang, 2022. "Protecting intellectual property in foreign subsidiaries: An internal network defense perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(9), pages 1924-1944, December.
    9. Cia Alves, Elia Elisa & Steiner, Andrea & de Almeida Medeiros, Marcelo & da Silva, Marcelo Eduardo Alves, 2019. "From a breeze to the four winds: A panel analysis of the international diffusion of renewable energy incentive policies (2005–2015)," Energy Policy, Elsevier, vol. 125(C), pages 317-329.
    10. Chao Zhang & Jiancheng Guan, 2022. "How policies emerge and interact with each other? A bibliometric analysis of policies in China," Science and Public Policy, Oxford University Press, vol. 49(3), pages 441-459.
    11. Rissman, Adena R. & Kohl, Patrice A. & Wardropper, Chloe B., 2017. "Public support for carrot, stick, and no-government water quality policies," Environmental Science & Policy, Elsevier, vol. 76(C), pages 82-89.
    12. Yang, Chao & Huang, Cui, 2022. "Quantitative mapping of the evolution of AI policy distribution, targets and focuses over three decades in China," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    13. Charles R. Shipan & Craig Volden, 2008. "The Mechanisms of Policy Diffusion," American Journal of Political Science, John Wiley & Sons, vol. 52(4), pages 840-857, October.
    14. Graham, Erin R. & Shipan, Charles R. & Volden, Craig, 2013. "The Diffusion of Policy Diffusion Research in Political Science," British Journal of Political Science, Cambridge University Press, vol. 43(3), pages 673-701, July.
    15. Oosthuizen, A.M. & Inglesi-Lotz, R., 2022. "The impact of policy priority flexibility on the speed of renewable energy adoption," Renewable Energy, Elsevier, vol. 194(C), pages 426-438.
    16. Xie, Yundong & Wu, Qiang & Wang, Yezhu & Hou, Li & Liu, Yuanyuan, 2024. "Does the handling time of scientific papers relate to their academic impact and social attention? Evidence from Nature, Science, and PNAS," Journal of Informetrics, Elsevier, vol. 18(2).
    17. 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.
    18. Pamela J. Clouser McCann & Charles R. Shipan & Craig Volden, 2015. "Top-Down Federalism: State Policy Responses to National Government Discussions," Publius: The Journal of Federalism, CSF Associates Inc., vol. 45(4), pages 495-525.
    19. Lutz Bornmann & Robin Haunschild & Werner Marx, 2016. "Policy documents as sources for measuring societal impact: how often is climate change research mentioned in policy-related documents?," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 1477-1495, December.
    20. Fan, Lingxu & Guo, Lei & Wang, Xinhua & Xu, Liancheng & Liu, Fangai, 2022. "Does the author’s collaboration mode lead to papers’ different citation impacts? An empirical analysis based on propensity score matching," Journal of Informetrics, Elsevier, vol. 16(4).
    21. Volden, Craig & Ting, Michael M. & Carpenter, Daniel P., 2008. "A Formal Model of Learning and Policy Diffusion," American Political Science Review, Cambridge University Press, vol. 102(3), pages 319-332, August.
    22. Liu, Dandan & Wang, Delu, 2022. "Evaluation of the synergy degree of industrial de-capacity policies based on text mining: A case study of China's coal industry," Resources Policy, Elsevier, vol. 76(C).
    23. Youlang Zhang & Xufeng Zhu, 2019. "Multiple mechanisms of policy diffusion in China," Public Management Review, Taylor & Francis Journals, vol. 21(4), pages 495-514, April.
    24. Huang, Shengzhi & Huang, Yong & Bu, Yi & Luo, Zhuoran & Lu, Wei, 2023. "Disclosing the interactive mechanism behind scientists’ topic selection behavior from the perspective of the productivity and the impact," Journal of Informetrics, Elsevier, vol. 17(2).
    25. Emma Ejelöv & Andreas Nilsson, 2020. "Individual Factors Influencing Acceptability for Environmental Policies: A Review and Research Agenda," Sustainability, MDPI, vol. 12(6), pages 1-14, March.
    26. Marlene Kammerer & Chandreyee Namhata, 2018. "What drives the adoption of climate change mitigation policy? A dynamic network approach to policy diffusion," Policy Sciences, Springer;Society of Policy Sciences, vol. 51(4), pages 477-513, December.
    27. Kallbekken, Steffen & Sælen, Håkon, 2011. "Public acceptance for environmental taxes: Self-interest, environmental and distributional concerns," Energy Policy, Elsevier, vol. 39(5), pages 2966-2973, May.
    28. Schmidt, Tobias S. & Sewerin, Sebastian, 2019. "Measuring the temporal dynamics of policy mixes – An empirical analysis of renewable energy policy mixes’ balance and design features in nine countries," Research Policy, Elsevier, vol. 48(10).
    29. Pierson, Paul, 2000. "Increasing Returns, Path Dependence, and the Study of Politics," American Political Science Review, Cambridge University Press, vol. 94(2), pages 251-267, June.
    30. Walker, Jack L., 1969. "The Diffusion of Innovations among the American States," American Political Science Review, Cambridge University Press, vol. 63(3), pages 880-899, November.
    31. Marissa J Smith & Andrew J Baxter & Kathryn Skivington & Mark McCann & Shona Hilton & Srinivasa Vittal Katikireddi, 2021. "Examining the sources of evidence in e-cigarette policy recommendations: A citation network analysis of international public health recommendations," PLOS ONE, Public Library of Science, vol. 16(8), pages 1-17, August.
    32. Cui Huang & Xiaoxu Yue & Mengqu Yang & Jun Su & Jing Chen, 2017. "A quantitative study on the diffusion of public policy in China: evidence from the S&T finance sector," Journal of Chinese Governance, Taylor & Francis Journals, vol. 2(3), pages 235-254, July.
    33. Ba, Zhichao & Ma, Yaxue & Cai, Jinyao & Li, Gang, 2023. "A citation-based research framework for exploring policy diffusion: Evidence from China's new energy policies," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    34. Laëtitia Guilhot, 2022. "An analysis of China's energy policy from 1981 to 2020: Transitioning towards to a diversified and low-carbon energy system," Post-Print halshs-03548757, HAL.
    35. Ishani Mukherjee & M. Kerem Coban & Azad Singh Bali, 2021. "Policy capacities and effective policy design: a review," Policy Sciences, Springer;Society of Policy Sciences, vol. 54(2), pages 243-268, June.
    36. Sun, Yutao & Cao, Cong, 2018. "The evolving relations between government agencies of innovation policymaking in emerging economies: A policy network approach and its application to the Chinese case," Research Policy, Elsevier, vol. 47(3), pages 592-605.
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