“…Conversely, the firm initiates a voluntary delisting. However, this category is notably heterogeneous, and the existing literature adopts a fragmented approach, lacking a unified classification (Martinez and Serve, 2017). This study follows the approach by Macey et al (2008), and the delistings are divided into voluntary and involuntary delistings.…”