To answer the second research question, cluster analysiswas adopted
to determine whether distinct clusters exist among the sampled firms
based on common IDR levels. According to Hair et al. [43], cluster analysis
is an exploratory data analysis tool for solving classification problems,
aiming to categorise cases into groups or clusters so that each case is
very similar to others in its cluster.