Healthcare market segmentation and data mining: A systematic review
Contributing USMA Research Unit(s)
Army Cyber Institute, Center for Data Analysis and Statistics, Electrical Engineering and Computer Science, Operations Research Center, Systems Engineering
Providing insight into healthcare consumers’ behaviors and attitudes is critical information in an environment where healthcare delivery is moving rapidly towards patient-centered care that is premised upon individuals becoming more active participants in managing their health. A systematic review of the literature concerning healthcare market segmentation and data mining identified several areas for future health marketing research. Common themes included: (a) reliance on survey data, (b) clustering methods, (c) limited classification modeling after clustering, and (d) detailed analysis of clusters by demographic data. Opportunities exist to expand health-marketing research to leverage patient level data with advanced data mining methods.
Swenson, Eric R.; Bastian, Nathaniel D.; and Nembhard, Harriet B., "Healthcare market segmentation and data mining: A systematic review" (2018). USMA Research Papers. 59.