This page contains datasets associated with my published and working papers. Each dataset includes documentation describing construction and variables. Please cite the associated paper when using the data.
Imputed Proxy Advisor Recommendations
This dataset contains imputed ISS and Glass Lewis recommendations using the multi-split follow-rate methodology developed in Imputed Proxy Advisor Recommendations, . The imputation algorithm conditions on sponsor alignment, management support, advisor agreement, and proposal category.
When using either the imputed recommendations or the ISS Voting Analytics - Insightia crosswalk, please cite to:
Zytnick, Jonathon (2025), Imputing Proxy Advisor Recommendations, 22(4) Journal of Empirical Legal Studies 525, available at https://onlinelibrary.wiley.com/doi/10.1111/jels.70006.
Download links:
Imputing Proxy Advisor Recommendations: Published version; SSRN link
Imputed proxy advisor recommendations, 2005 to 2024 (published June 2025): .dta .csv
Crosswalk between ISS Voting Analytics and Insightia: .dta .csv
Quick Use Guide: .pdf
Previous vintages: 2005 to 2023 (published June 2024, .dta .csv)
Shareholder Voting Power
Coming soon