...Pattanaporn Chatjuthamard; Pornsit Jiraporn Purpose Taking advantage of a novel measure of innovative culture generated by advanced machine learning, this study aims to investigate how a culture of innovation is influenced by a crucial aspect of the board of directors, i.e. board size. The data...

...Mikko Ranta; Mika Ylinen Purpose This study aims to examine the association between board gender diversity (BGD) and workplace diversity and the relative importance of various board and firm characteristics in predicting diversity. Design/methodology/approach With a novel machine learning (ML...

... (age and gender), task-oriented diversity (expertise and education) and structural diversity (independence). The data is divided into test and validation sets. Six statistical and machine learning models that included logistic regression, dynamic hazard, K-nearest neighbor, random forest (RF), bagging...