The Promise of Just-in-Time Adaptive Interventions for Organizational Scholarship and Practice: Conceptual Development and Research Agenda

IF 8.9 2区 管理学 Q1 MANAGEMENT Organizational Research Methods Pub Date : 2023-09-28 DOI:10.1177/10944281231202740
Ze Zhu, John A. Aitken, Reeshad S. Dalal, Seth A. Kaplan
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Abstract

Organizational researchers are now making widespread use of ecological momentary assessments but have not yet taken the logical next step to ecological momentary interventions, also called Just-in-Time Adaptive Interventions (JITAIs). JITAIs have the potential to test within-person causal theories and maximize practical benefits to participants through two developmental phases: The microrandomized trial and the randomized controlled trial, respectively. In the microrandomized trial design, within-person randomization and experimental manipulation maximize internal validity at the within-person level. In the randomized controlled trial design, interventions are delivered in a timely and ecological manner while avoiding unnecessary and ill-timed interventions that potentially increase participant fatigue and noncompliance. Despite these potential advantages, the development and implementation of JITAIs require consideration of many conceptual and methodological factors. Given the benefits of JITAIs, but also the various considerations involved in using them, this review introduces organizational behavior and human resources researchers to JITAIs, provides guidelines for JITAI design, development, and evaluation, and describes the extensive potential of JITAIs in organizational behavior and human resources research.
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组织学术与实践的适时适应性干预承诺:概念发展与研究议程
组织研究人员现在正在广泛使用生态瞬时评估,但尚未采取合乎逻辑的下一步生态瞬时干预,也称为即时适应性干预(JITAIs)。jitai有可能通过两个发展阶段(分别为微随机试验和随机对照试验)来测试人体内的因果理论,并最大限度地提高参与者的实际利益。在微随机试验设计中,人内随机化和实验操作在人内水平上最大化了内部有效性。在随机对照试验设计中,干预措施以及时和生态的方式提供,同时避免不必要和不合时宜的干预措施,这些干预措施可能会增加参与者的疲劳和不依从性。尽管有这些潜在的优势,JITAIs的开发和实施需要考虑许多概念和方法上的因素。考虑到JITAIs的好处,以及使用JITAIs所涉及的各种考虑,本文向组织行为学和人力资源研究人员介绍了JITAIs,为JITAI的设计、开发和评估提供了指南,并描述了JITAIs在组织行为学和人力资源研究中的广泛潜力。
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来源期刊
CiteScore
23.20
自引率
3.20%
发文量
17
期刊介绍: Organizational Research Methods (ORM) was founded with the aim of introducing pertinent methodological advancements to researchers in organizational sciences. The objective of ORM is to promote the application of current and emerging methodologies to advance both theory and research practices. Articles are expected to be comprehensible to readers with a background consistent with the methodological and statistical training provided in contemporary organizational sciences doctoral programs. The text should be presented in a manner that facilitates accessibility. For instance, highly technical content should be placed in appendices, and authors are encouraged to include example data and computer code when relevant. Additionally, authors should explicitly outline how their contribution has the potential to advance organizational theory and research practice.
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