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The Emergence and Diffusion of Green Technologies : Firm-level Evidence from Textual Analysis of Patents and Earnings Calls

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Listed:
  • Paulo Bastos
  • Lucio Castro

Abstract

This paper uncovers new stylized facts on the emergence and diffusion of green technologies across countries, sectors, and firms. It draws on the textual analysis of patents and corporate earnings calls matched with multi-country, firm-level panel data for 2012–2021. The paper documents the growing importance of green technologies after 2019, as revealed by a rapid increase in the share of earnings calls transcripts mentioning keywords associated with them. Among initially high-emissions firms, those that mentioned green technologies in earnings calls tended to observe a decline in carbon emissions in subsequent years. Buyer-supplier relationships and innovation partnerships with these firms, especially when they had high-emissions intensity, are systematically linked with the diffusion of green technologies.

Suggested Citation

  • Paulo Bastos & Lucio Castro, 2025. "The Emergence and Diffusion of Green Technologies : Firm-level Evidence from Textual Analysis of Patents and Earnings Calls," Policy Research Working Paper Series 11036, The World Bank.
  • Handle: RePEc:wbk:wbrwps:11036
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    References listed on IDEAS

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    1. Grubb, Michael & Drummond, Paul & Poncia, Alexandra & McDowall, Will & Popp, David & Samadi, Sascha & Penasco, Cristina & Gillingham, Kenneth T. & Smulders, Sjak & Glachant, Matthieu & Hassall, Gavin , 2021. "Induced innovation in energy technologies and systems: A review of evidence and potential implications for CO2 mitigation," LSE Research Online Documents on Economics 113439, London School of Economics and Political Science, LSE Library.
    2. Stephan Hollander & Maarten Pronk & Erik Roelofsen, 2010. "Does Silence Speak? An Empirical Analysis of Disclosure Choices During Conference Calls," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 48(3), pages 531-563, June.
    3. Tarek A. Hassan & Stephan Hollander & Laurence Van Lent & Ahmed Tahoun, 2024. "The Global Impact of Brexit Uncertainty," Journal of Finance, American Finance Association, vol. 79(1), pages 413-458, February.
    4. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    5. Antoine Dechezleprêtre & Matthieu Glachant & Yann Ménière, 2013. "What Drives the International Transfer of Climate Change Mitigation Technologies? Empirical Evidence from Patent Data," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(2), pages 161-178, February.
    6. Grubb, Michael & Drummond, Paul & Poncia, Alexandra & McDowall, Will & Popp, David & Samadi, Sascha & Penasco, Cristina & Gillingham, Kenneth T. & Smulders, Sjak & Glachant, Matthieu & Hassall, Gavin , 2021. "Induced innovation in energy technologies and systems: A review of evidence and potential implications for CO2 mitigation," LSE Research Online Documents on Economics 113439, London School of Economics and Political Science, LSE Library.
    7. Huang, Yi & Lin, Chen & Liu, Sibo & Tang, Heiwai, 2023. "Trade networks and firm value: Evidence from the U.S.-China trade war," Journal of International Economics, Elsevier, vol. 145(C).
    8. Comin, D. & Hobijn, B., 2004. "Cross-country technology adoption: making the theories face the facts," Journal of Monetary Economics, Elsevier, vol. 51(1), pages 39-83, January.
    9. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    10. Diego Comin & Martí Mestieri, 2018. "If Technology Has Arrived Everywhere, Why Has Income Diverged?," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 137-178, July.
    11. Costantini, Valeria & Crespi, Francesco & Palma, Alessandro, 2017. "Characterizing the policy mix and its impact on eco-innovation: A patent analysis of energy-efficient technologies," Research Policy, Elsevier, vol. 46(4), pages 799-819.
    12. Gofman, Michael & Wu, Youchang, 2022. "Trade credit and profitability in production networks," Journal of Financial Economics, Elsevier, vol. 143(1), pages 593-618.
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