This paper investigates how the awareness of a security vulnerability index affects firms’ security protection strategy and how the information awareness effect interacts with firm incentives and country-wide IT development level. The security index is constructed based on outgoing spams and...

This research methods article proposes a visual data analytics framework to enhance social media research using deep learning models. Drawing on the literature of information systems and marketing, complemented with data-driven methods, we propose a number of visual and textual content features...

When a focal firm undergoes a product-harm crisis, non-focal firms offering similar products or services can suffer from a negative spillover effect but can also benefit from customers switching from the troubled focal firm, which we call the competitive effect. In response, a non-focal firm can...

Darknet markets have been increasingly used for the transaction of illegal products and services in the last decade. In particular, it is estimated that drugs make up two-thirds of darknet market transactions. The growth of illicit transactions on darknet markets have led enforcement agencies to...