Paper about conducting research with Big Data aimed at exploring and explicating the interactions between domain-theory-driven research and big data analytics.
Maass, W., J. Parsons, S. Purao, V. C. Storey, C. Woo. 2018. Data-Driven Meets Theory-Driven Research in the Era of Big Data: Opportunities and Challenges for Information Systems Research. Journal of the AIS. 19(12), pp.1253-1273.