Data & Replication

Replication Packages

The Benefits of Access: Evidence from Private Meetings with Portfolio Firms Becht, Franks, and Wagner, Journal of Finance 81, 739–789, 2026

  • [Download replication package] — hosted by Wiley (jofi13495-sup-0001)

  • The package covers 11 figures and 22 tables in the paper and internet appendix. Due to licensing and confidentiality restrictions on the underlying data (abrdn plc, FTSE, LSPD, Compustat), the package uses pseudo data generated to mimic key properties of the original dataset; results will therefore differ from the published paper. A single master file runs all code. Tested on Windows Server 2022 and macOS Sequoia 15.1.

  • Stack: Stata/MP 16–18, Python 3.10–3.11, Apache Parquet

Renewable Governance: Good for the Environment? Dyck, Lins, Roth, Towner, and Wagner, Journal of Accounting Research 61, 279–327, 2023

Data and Appendices

Secret Offshore Vehicles in the Panama Papers O'Donovan, Wagner, and Zeume, Review of Financial Studies 32, 4117–4155, 2019

  • [Download data appendix via SSRN]

  • Identifies 338 listed firms as users of secret offshore vehicles constructed from the leaked Panama Papers data. The appendix describes firm identification and coding procedures.

The Life Cycle of Family Ownership: International Evidence Franks, Mayer, Volpin, and Wagner, Review of Financial Studies 25, 1675–1712, 2012

  • [Download data appendix via SSRN]

  • Describes construction of the TOP 4,000, FAMILY LISTED, and ALL FIRM samples from Amadeus and other sources, including corrections to the Faccio and Lang (2002) data.