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Policy Pulse : Sensing the Sentiment toward Climate Policies in the Public Sphere

Author

Listed:
  • Gorgulu, Nisan
  • Mealy, Penelope Ann

Abstract

Public sentiment toward climate policies plays a critical role in their adoption, implementation, and effectiveness. This paper introduces a novel methodology for assessing policy sentiment from news media articles in 2017–23, applied here to climate policies. The methodology focuses on two policy instruments that have received significant public opposition in recent years: carbon taxes and emissions trading schemes. The results show that the sentiment scores for each article align with intuitive notions of positive and negative sentiment, and average sentiment scores at the country level are reasonably well aligned with public opinion surveys associated with each instrument. Sentiment time trends also map well to key, well-known public protest events such as the Yellow Vests protests in France. Sentiment is more positive for emissions trading schemes compared to carbon taxes, and this result holds across all income and regional groups. The findings further indicate that sentiment toward both carbon taxes and emission trading schemes has improved over time. Given its cost-effectiveness, scalability, and timeliness compared to traditional surveys, this study offers a valuable and broadly applicable tool for tracking the pulse of policy sentiment in real time across a wide range of policy domains, including but not limited to climate policy.

Suggested Citation

  • Gorgulu, Nisan & Mealy, Penelope Ann, 2026. "Policy Pulse : Sensing the Sentiment toward Climate Policies in the Public Sphere," Policy Research Working Paper Series 11353, The World Bank.
  • Handle: RePEc:wbk:wbrwps:11353
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    References listed on IDEAS

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    1. Magnus Bergquist & Andreas Nilsson & Niklas Harring & Sverker C. Jagers, 2022. "Meta-analyses of fifteen determinants of public opinion about climate change taxes and laws," Nature Climate Change, Nature, vol. 12(3), pages 235-240, March.
    2. Chahine, Salim & Mansi, Sattar & Mazboudi, Mohamad, 2015. "Media news and earnings management prior to equity offerings," Journal of Corporate Finance, Elsevier, vol. 35(C), pages 177-195.
    3. Vona, Francesco, 2023. "Managing the distributional effects of climate policies: A narrow path to a just transition," Ecological Economics, Elsevier, vol. 205(C).
    4. Marian Pompiliu Cristescu & Dumitru Alexandru Mara & Raluca Andreea Nerișanu & Lia Cornelia Culda & Ionela Maniu, 2023. "Analyzing the Impact of Financial News Sentiments on Stock Prices—A Wavelet Correlation," Mathematics, MDPI, vol. 11(23), pages 1-20, November.
    5. Bentley Allan & Joanna I. Lewis & Thomas Oatley, 2021. "Green Industrial Policy and the Global Transformation of Climate Politics," Global Environmental Politics, MIT Press, vol. 21(4), pages 1-19, Autumn.
    6. Lea-Rachel Kosnik, 2018. "Cap-and-trade versus carbon taxes: which market mechanism gets the most attention?," Climatic Change, Springer, vol. 151(3), pages 605-618, December.
    7. Parker Bolstad & David G. Victor, 2024. "Growing deviations between elite and non-elite media coverage of climate change in the United States," Climatic Change, Springer, vol. 177(6), pages 1-20, June.
    8. Rebecca Bromley-Trujillo & Brandon Dunk & Andrew Karch, 2023. "Analyzing variation in state newspaper coverage of climate change," Climatic Change, Springer, vol. 176(12), pages 1-19, December.
    9. Amarasinghe, Ashani, 2023. "Public sentiment in times of terror," Journal of Development Economics, Elsevier, vol. 162(C).
    10. Loureiro, Maria L. & Alló, Maria, 2020. "Sensing climate change and energy issues: Sentiment and emotion analysis with social media in the U.K. and Spain," Energy Policy, Elsevier, vol. 143(C).
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