Design and Preliminary Evaluation of a Stress Reflection System for High-Stress Training Environments

dc.contributor.authorAkiri, Surely
dc.contributor.authorJoshi, Vasundhara
dc.contributor.authorTaherzadeh, Sanaz
dc.contributor.authorWilliams, Gary
dc.contributor.authorMentis, Helena
dc.contributor.authorKleinsmith, Andrea
dc.date.accessioned2025-10-22T19:58:52Z
dc.date.issued2025-11-04
dc.descriptionICMI Companion '24: 26th International Conference on Multimodal Interaction, November 4-8, 2024, San José, Costa Rica
dc.description.abstractStress is a leading cause of errors and mental health issues for medical personnel in high-stress environments. Formal training on stress awareness at an early stage through interaction with systems that provide trainees with multimodal contextualized simulation training information may improve resilience. To this end, we designed the Stress Reflection system as a proof-of-concept educational tool to foster and promote stress reflection and awareness by presenting trainees with both internal and external behavioral information, i.e., electrodermal activity (EDA) and corresponding situated simulation videos. The system supports individual and team reflection, which is crucial for stress comprehension and mitigation. We conducted two initial studies within paramedic simulation training to assess the usability of the system and how trainees envisioned using the system as a post-simulation debrief. Our findings revealed that most trainees understood the system and believed it could be beneficial in promoting reflection on their performance. However, trainees emphasized the importance of allowing time for mental and emotional processing to enhance the effectiveness and constructive use of stress systems and physiological data. Our contribution lies in developing a multimodal educational and collaborative tool for individual and team stress reflection on shared stress data.
dc.description.sponsorshipThis material is based upon work supported by the National Science Foundation under Grant No. 181585
dc.description.urihttps://dl.acm.org/doi/10.1145/3686215.3690148
dc.format.extent5 pages
dc.genreconference papers and proceedings
dc.identifierdoi:10.13016/m2ux0q-z7i0
dc.identifier.citationAkiri, Surely, Vasundhara Joshi, Sanaz Taherzadeh, Gary Williams, Helena M. Mentis, and Andrea Kleinsmith. “Design and Preliminary Evaluation of a Stress Reflection System for High-Stress Training Environments.” Companion Proceedings of the 26th International Conference on Multimodal Interaction, ICMI Companion ’24, November 4, 2024, 11–15. https://doi.org/10.1145/3686215.3690148.
dc.identifier.urihttps://doi.org/10.1145/3686215.3690148
dc.identifier.urihttp://hdl.handle.net/11603/40645
dc.language.isoen
dc.publisherACM
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Student Collection
dc.relation.ispartofUMBC Information Systems Department
dc.relation.ispartofUMBC Emergency and Distaster Health Systems
dc.relation.ispartofUMBC Faculty Collection
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectUMBC Human-Centered Computing Program
dc.subjectUMBC Cybersecurity Institute
dc.subjectUMBC Interactive Systems Research Center
dc.titleDesign and Preliminary Evaluation of a Stress Reflection System for High-Stress Training Environments
dc.typeText
dcterms.creatorhttps://orcid.org/0009-0002-6368-4633
dcterms.creatorhttps://orcid.org/0009-0003-9039-7071
dcterms.creatorhttps://orcid.org/0000-0002-4724-944X
dcterms.creatorhttps://orcid.org/0000-0002-0142-3529
dcterms.creatorhttps://orcid.org/0000-0003-1007-2553

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