She holds a Ph.D. from the Universidade Nova de Lisboa in Information Management. She received her MSc. degree form ISCTE-IUL. Her research interests include the evaluation of information systems effectiveness. Specially the implementation and use of information technology in education. She is also interested in e-learning systems success research. She conducted a bibliometric study on e-learning evolution concepts, and proposed two different business models for massive online open courses (MOOCs). Her work appeared in the Information &amp; Management, Journal of Educational Technology &amp; Society, Internet and Higher Education, Computers in Human Behavior and others.