{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["11"],"submitter":["Suh J"],"pubmed_abstract":["<h4>Background</h4>Integrating stress-reduction interventions into the workplace may improve the health and well-being of employees, and there is an opportunity to leverage ubiquitous everyday work technologies to understand dynamic work contexts and facilitate stress reduction wherever work happens. Sensing-powered just-in-time adaptive intervention (JITAI) systems have the potential to adapt and deliver tailored interventions, but such adaptation requires a comprehensive analysis of contextual and individual-level variables that may influence intervention outcomes and be leveraged to drive the system's decision-making.<h4>Objective</h4>This study aims to identify key tailoring variables that influence momentary engagement in digital stress reduction microinterventions to inform the desig"],"journal":["JMIR mental health"],"pagination":["e48974"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC11427862"],"repository":["biostudies-literature"],"pubmed_title":["Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation."],"pmcid":["PMC11427862"],"pubmed_authors":["Althoff T","Czerwinski M","Hernandez J","Suh J","Howe E","Lewis R","Saha K"],"additional_accession":[]},"is_claimable":false,"name":"Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.","description":"<h4>Background</h4>Integrating stress-reduction interventions into the workplace may improve the health and well-being of employees, and there is an opportunity to leverage ubiquitous everyday work technologies to understand dynamic work contexts and facilitate stress reduction wherever work happens. Sensing-powered just-in-time adaptive intervention (JITAI) systems have the potential to adapt and deliver tailored interventions, but such adaptation requires a comprehensive analysis of contextual and individual-level variables that may influence intervention outcomes and be leveraged to drive the system's decision-making.<h4>Objective</h4>This study aims to identify key tailoring variables that influence momentary engagement in digital stress reduction microinterventions to inform the desig","dates":{"release":"2024-01-01T00:00:00Z","publication":"2024 Sep","modification":"2025-04-04T02:30:56.873Z","creation":"2025-04-04T02:30:56.873Z"},"accession":"S-EPMC11427862","cross_references":{"pubmed":["39264703"],"doi":["10.2196/48974"]}}