An integrated big data analytics-enabled transformation model: Application to health care

Yichuan Wang, Lee Ann Kung, William Yu Chung Wang, Casey G. Cegielski

Research output: Contribution to journalArticlepeer-review

144 Scopus citations

Abstract

A big data analytics-enabled transformation model based on practice-based view is developed, which reveals the causal relationships among big data analytics capabilities, IT-enabled transformation practices, benefit dimensions, and business values. This model was then tested in healthcare setting. By analyzing big data implementation cases, we sought to understand how big data analytics capabilities transform organizational practices, thereby generating potential benefits. In addition to conceptually defining four big data analytics capabilities, the model offers a strategic view of big data analytics. Three significant path-to-value chains were identified for healthcare organizations by applying the model, which provides practical insights for managers.

Original languageEnglish (US)
Pages (from-to)64-79
Number of pages16
JournalInformation and Management
Volume55
Issue number1
DOIs
StatePublished - Jan 2018

All Science Journal Classification (ASJC) codes

  • Management Information Systems
  • Information Systems
  • Information Systems and Management

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