Data

Mean CBF from IDL at the industry-country level. Based on an international sample of 2,106 listed firms from 34 countries over the years 2018–2021. 

From the paper:

Garel, A., Romec, A., Sautner, Z., & Wagner, A. F. (2024). Do investors care about biodiversity?. Review of Finance, 28(4), 1151-1186. 

Data available here.

Employee Demographic Diversity at the firm level for a sample of 2,269 unique US firms over 2000-2021 . 

From the paper:

Frijns, B., Garel, A., & Liao, S. (2024). Employee demographic diversity and firm performance. Financial Management. 

Data available here.

Measures of nature dependence to ENCORE ecosystem services and overall measure of nature dependence (average dependence to ecosytem services and number of high dependences to ecosystem services) available for 26,595 listed firms from 115 countries between 2010 and 2022.  

From the paper:

Garel, Alexandre and Romec, Arthur and Sautner, Zacharias and Wagner, Alexander F., Firm-Level Nature Dependence (March 28, 2025). Available at SSRN: https://ssrn.com/abstract=5196826

Data available here.