Measuring weather exposure with annual reports

The FASB and IFRS Foundation's International Sustainability Standards Board have called for measuring individual firms' exposure to weather, a fundamentally amorphous concept, as a first step toward quantifying the impact of environmental factors on financial reporting. This study builds a large-scale measure of individual firm exposure to weather using linguistic analysis of annual reports. Preliminary analyses suggest that weather is a determinant of our measure: e.g., the measure increases significantly after the firm gets hit by a severe storm. Despite being constructed from largely backward-looking mandated reports, our measure is forward looking in that it can predict variation in returns around future extreme weather events. Exposure to our measure is also priced as a risk factor, further establishing its forward-looking nature systematically in the cross-section. Our measure appears to reasonably capture a firm's business exposure to weather, thus showcasing the power of accounting to measure the economic impact of environmental, social, and governance (ESG) factors.

Keywords: annual reports, asset pricing, climate, CSR, ESG, weather

JEL Classification: G12, G14, O13, Q54

Suggested Citation: Suggested Citation

Nagar, Venky and Schoenfeld, Jordan, Measuring weather exposure with annual reports (August 5, 2022). Review of Accounting Studies, Forthcoming, Review of Accounting Studies, volume 29, issue 1, 2024 [10.1007/s11142-022-09711-2], Available at SSRN: https://ssrn.com/abstract=3438428 or http://dx.doi.org/10.1007/s11142-022-09711-2