Carolina Reis
Tech Enthusiast at Heart, Ethics Advocate in Mind.
Peer-Reviewed
Assessing the Drivers of Machine Learning Business Value
Reis, C., Ruivo, P., Oliveira, T. Faroleiro, P.
Journal of Business Research, 2020
Machine learning (ML) is expected to transform organizational processes. Grounded on the dynamic capabilities theory, we proposed a model of the key drivers of machine learning business value. This model was tested with data collected through a survey of 319 organizations that adopted machine learning in their business operations.
Extending the IT Risk Control Framework: Incorporating the Role of Team Personality
Weng, Q., Reis, C., Venkatesh, V.
MIS Quarterly, Conditionally Accepted
Many information technology (IT) projects fail to deliver the promised value within the estimated budget and schedule. We extend the IT risk control framework by outlining the contingent role of team personality, which includes two meta-traits based on the Big-5 personality traits: team stability and team plasticity. We tested our model with data from a field study of 424 offshore IT projects, composed of 4,516 project team members.
You can also find my published articles on my Google Scholar profile
Other work in progress is mentioned in my CV