We develop a method that identifies the attention paid by earnings call participants to firms' climate change exposures. The method adapts a machine learning keyword discovery algorithm and captures exposures related to opportunity, physical, and regulatory shocks associated with climate change. The measures are available for more than 10,000 firms from 34 countries between 2002 and 2020. We show that the measures are useful in predicting important real outcomes related to the net-zero transition, in particular, job creation in disruptive green technologies and green patenting, and that they contain information that is priced in options and equity markets.
机构:
China Univ Polit Sci & Law, Business Sch, Beijing 100088, Peoples R China
McGill Univ, Desautels Fac Management, Montreal, PQ H3A 1G5, CanadaChina Univ Polit Sci & Law, Business Sch, Beijing 100088, Peoples R China
机构:
UCL, Dept Polit Sci, Publ Policy, London, England
UCL, Global Governance Inst, London, EnglandUCL, Dept Polit Sci, Publ Policy, London, England
Coen, David
Herman, Kyle S.
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Univ Sussex, Business Sch, Sci Policy Res Unit SPRU, Adv Energy Studies, Brighton, England
Univ Sussex, Business Sch, Sussex Energy Grp, Brighton, EnglandUCL, Dept Polit Sci, Publ Policy, London, England
Herman, Kyle S.
Pegram, Tom
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机构:
UCL, Global Governance Inst, London, England
UCL, Dept Polit Sci, Global Governance, London, EnglandUCL, Dept Polit Sci, Publ Policy, London, England
机构:
Northern Kentucky Univ, Haile US Bank Coll Business, Nunn Dr, Highland Hts, KY 41099 USANorthern Kentucky Univ, Haile US Bank Coll Business, Nunn Dr, Highland Hts, KY 41099 USA
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Deakin Univ, Deakin Business Sch, Dept Finance, Burwood, Vic, AustraliaDeakin Univ, Deakin Business Sch, Dept Finance, Burwood, Vic, Australia
Ang, Tze Chuan 'Chewie'
Lam, F. Y. Eric C.
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Hong Kong Acad Finance, Hong Kong Inst Monetary & Financial Res, Hong Kong Monetary Author, Hong Kong, Peoples R ChinaDeakin Univ, Deakin Business Sch, Dept Finance, Burwood, Vic, Australia
Lam, F. Y. Eric C.
Wei, K. C. John
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Hong Kong Polytech Univ, Fac Business, Sch Accounting & Finance, Hong Kong, Peoples R ChinaDeakin Univ, Deakin Business Sch, Dept Finance, Burwood, Vic, Australia