2025/07/01 by Karen Nershi · 1 voice
Computer Science · Economics, Econometrics and Finance · #Banking stability, regulation, efficiency #Blockchain Technology Applications and Security #Global Financial Regulation and Crises
paper · pdf · doi:10.1017/psrm.2025.10027
openalex publication_date 2025/07/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/05/21
Abstract Despite widespread adoption of international anti-money laundering standards over the last 30 years, their effectiveness remains poorly understood due to persistent data limitations. I address this gap in the scholarship by leveraging cryptocurrency transaction data to assess how specific regulatory design features shape compliance. Using bunching estimation, I demonstrate that customers strategically adjust transaction sizes to avoid threshold-based screening requirements, while exchanges fail to adequately address this behavior through risk-based monitoring. Analysis of British Virgin Islands exchanges using difference-in-differences estimation before and after regulatory changes provides additional evidence supporting these conclusions. The findings reveal how regulatory design features shape behavior in cryptocurrency markets and suggest specific improvements for regulatory frameworks.