Yifei Mao

Do maritime safety actions deliver lasting risk reduction? Evidence from AIS-based near-miss analysis using difference-in-differences

Maritime administrations frequently implement short-term intensive safety actions to mitigate collision risk in mixed commercial–fishing traffic waters. However, empirical evidence on their effectiveness remains limited because maritime accidents are rare and behavior-level risk indicators are not routinely incorporate...