Healthcare market segmentation and data mining: A systematic review

Health Mark Q. 2018 Jul-Sep;35(3):186-208. doi: 10.1080/07359683.2018.1514734. Epub 2018 Nov 23.

Abstract

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.

Keywords: Healthcare market segmentation; data mining; systematic review.

Publication types

  • Systematic Review

MeSH terms

  • Consumer Behavior
  • Data Mining / methods*
  • Delivery of Health Care*
  • Health Care Sector / organization & administration*
  • Humans
  • Marketing of Health Services*