Economics at your fingertips  

Implementing Analytics Projects in a Hospital: Successes, Failures, and Opportunities

David Scheinker () and Margaret L. Brandeau ()
Additional contact information
David Scheinker: Lucile Packard Children’s Hospital Stanford and Department of Pediatric Endocrinology, Stanford University, Stanford, California 94305; Department of Management Science and Engineering, Stanford University, Stanford, California 94305
Margaret L. Brandeau: Department of Management Science and Engineering, Stanford University, Stanford, California 94305

Interfaces, 2020, vol. 50, issue 3, 176-189

Abstract: Healthcare lags decades behind other industries in terms of operational analytics. Numerous technical proof-of-concept projects in the use of optimization, machine learning, and other analytical methods to solve clinical and operational problems in hospitals and other healthcare settings have been published, but relatively few have been shown to provide sustained value. For a project to provide sustained value, it must succeed in each of four successive stages: stakeholder engagement, technical performance, implementation, and sustained use. We describe recent work on a variety of analytical projects that we have carried out at Lucile Packard Children’s Hospital Stanford with a focus on key reasons why projects failed or succeeded at each stage. We discuss lessons learned, and we present principles and best practices for the design of analytical projects intended for implementation in healthcare settings.

Keywords: healthcare; hospital; operations management; optimization; machine learning (search for similar items in EconPapers)
Date: 2020
References: View references in EconPapers View complete reference list from CitEc
Citations: Track citations by RSS feed

Downloads: (external link) (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link:

Access Statistics for this article

More articles in Interfaces from INFORMS Contact information at EDIRC.
Bibliographic data for series maintained by Matthew Walls ().

Page updated 2020-10-24
Handle: RePEc:inm:orinte:v:50:y:2020:i:3:p:176-189