He received his PhD from Maastricht University, the Netherlands on the topic of machine learning applications in marketing. Ruud’s research appeared in Journal of Service Research, Journal of Product Innovation Management, Journal of Business Research, Journal of Retailing and Consumer Services, and Journal of Services Marketing.