New horizons in frailty identification via electronic frailty indices: early implementation lessons from experiences in England and the United States
- PMID: 38421151
- PMCID: PMC10903644
- DOI: 10.1093/ageing/afae025
New horizons in frailty identification via electronic frailty indices: early implementation lessons from experiences in England and the United States
Abstract
Frailty represents an integrative prognostic marker of risk that associates with a myriad of age-related adverse outcomes in older adults. As a concept, frailty can help to target scarce resources and identify subgroups of vulnerable older adults that may benefit from interventions or changes in medical management, such as pursing less aggressive glycaemic targets for frail older adults with diabetes. In practice, however, there are several operational challenges to implementing frailty screening outside the confines of geriatric medicine. Electronic frailty indices (eFIs) based on the theory of deficit accumulation, derived from routine data housed in the electronic health record, have emerged as a rapid, feasible and valid approach to screen for frailty at scale. The goal of this paper is to describe the early experience of three diverse groups in developing, implementing and adopting eFIs (The English National Health Service, US Department of Veterans Affairs and Atrium Health-Wake Forest Baptist). These groups span different countries and organisational complexity, using eFIs for both research and clinical care, and represent different levels of progress with clinical implementation. Using an implementation science framework, we describe common elements of successful implementation in these settings and set an agenda for future research and expansion of eFI-informed initiatives.
Keywords: deficit accumulation; electronic health record; frailty; implementation science; older people; population health management.
© The Author(s) 2024. Published by Oxford University Press on behalf of the British Geriatrics Society. All rights reserved. For permissions, please email: journals.permissions@oup.com.
Conflict of interest statement
Wake Forest University Health Sciences has an interest in making electronic screening tools such as the electronic frailty index (eFI), a commercial product in the future so that other hospitals and clinics could use it for their patients. Therefore, N.P. and K.C. and Wake Forest University Health Sciences could financially benefit from future sales of an eFI application. A.O. and J.D. led the development of the VA frailty index, which is freely available. A.C. led the development and national implementation of the eFI in England, which is licenced to suppliers of electronic health record systems and risk stratification software at no cost on the basis that a premium charge is not then subsequently applied to the end National Health Service user.
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