A systematic scoping review of just-in-time, adaptive interventions finds limited automation and incomplete reporting

被引:5
|
作者
Oikonomidi, Theodora [1 ,2 ,3 ,5 ]
Ravaud, Philippe [1 ,2 ,3 ,4 ]
LeBeau, Jonathan [1 ,2 ,3 ]
Tran, Viet-Thi [1 ,2 ,3 ]
机构
[1] Univ Paris Cite, F-75004 Paris, France
[2] Univ Sorbonne Paris Nord, Ctr Res Epidemiol & Stat CRESS, Inserm, INRAE, F-75004 Paris, France
[3] Hop Hotel Dieu, AP HP, Clin Epidemiol Unit, F-75004 Paris, France
[4] Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
[5] Hosp Hotel Dieu, Ctr Epidemiol Clin, INSERM U1153, 1 Pl Parvis Notre Dame, F-75004 Paris, France
关键词
Digital; Just -in -time adaptive interventions; Ecological momentary interventions; Closed; -loop; Artificial intelligence; Clinical decision support systems; CLOSED-LOOP; ADULTS;
D O I
10.1016/j.jclinepi.2022.12.006
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Objectives: To describe the degree of automation in just-in-time, adaptive interventions (JITAIs) assessed in randomized controlled trials (RCTs) in any medical specialty, and to assess the completeness of intervention reporting.Study Design and Setting: Systematic scoping reviewdwe searched PubMed, PsycINFO, and Web of Science, from 1 January 2019 to 2 March 2021, for reports of RCTs assessing JITAIs. We assessed whether study reports included the minimum information required to replicate the interventions based on JITAI frameworks. We described JITAIs according to their automation level using an established framework (partially, highly, or fully automated), and care workload distribution (requiring work from patients, health care professionals [HCPs], both, or neither).Results: We included 88 JITAIs (62%, n = 55 supported chronic illness management and 12%, n = 11 supported health behavior change). Overall, 77% (n = 68) of JITAIs were missing some information required to replicate the intervention (e.g., n = 38, 43% inadequately reported the algorithm used to select intervention components). Only fifteen (17%) JITAIs were fully automated and did not require additional work from HCPs nor patients. Of the remaining JITAIs, 36% required work from both patients and HCPs, and 47% required work from either patients or HCPs.Conclusion: Most JITAIs are not fully automated and require work from the HCPs and patients. (c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页码:108 / 116
页数:9
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