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Mobile health platforms that deliver exercise or yoga interventions offer a promising approach to improve mental health outcomes in this population.<\/jats:p>\n <\/jats:sec>\n \n Objective<\/jats:title>\n This study aimed to assess the effectiveness of 12-session adaptive moderate-intensity exercise and yoga programs delivered via a motion-detecting digital platform in reducing stress and depressive symptoms among employees.<\/jats:p>\n <\/jats:sec>\n \n Methods<\/jats:title>\n This was an unblinded, 3-arm, parallel-group, randomized controlled trial conducted at Seoul National University Bundang Hospital and Boramae Medical Center between November 2023 and January 2024. Eligible participants were full-time employees. Seventy-five participants were randomly assigned to an exercise, a yoga, or a cognitive behavioral therapy\u2013based self-care control group using computer-generated randomization. The exercise and yoga groups engaged in motion-detecting, adaptive physical activity training, whereas the control group accessed mobile-based, self-directed stress management educational materials. The intervention was largely automated, with no individualized therapeutic guidance provided. Allocation was concealed until trial entry. All recruitment and outcome assessments were conducted in person at the hospitals. The primary outcomes were perceived stress and depressive symptoms, whereas the secondary outcomes included posttraumatic stress, insomnia severity, cognitive stress response, occupational stress, and burnout. Physiological outcomes were assessed using heart rate variability and electroencephalography. Measurements were collected at baseline, immediately after the intervention, and at 4-week follow-up. Data were analyzed using a multivariate linear model to evaluate the main effects of time, group, and time\u00d7group interactions.<\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n \n Of the 75 randomized participants (exercise: n=24, 32%; yoga: n=25, 33.3%; and control: n=26, 34.7%), 71 (94.7%) who completed at least 9 of the 12 sessions (\u226540 min each) were included in the outcome analysis (exercise: n=21, 29.5%; yoga: n=24, 33.8%; and control: n=26, 36.6%). For the coprimary outcomes, the group\u00d7time interaction for depressive symptoms (Patient Health Questionnaire-9) approached but did not reach the Bonferroni-corrected threshold (\n F<\/jats:italic>\n 4,136<\/jats:sub>\n =2.71;\n P<\/jats:italic>\n =.03; adjusted \u03b1=.025); however, planned pairwise comparisons revealed significantly greater improvement in the yoga group compared to the control group at 4-week follow-up (\u03b2=\u22123.67; adjusted\n P<\/jats:italic>\n <.001). For the Perceived Stress Scale, the interaction was not significant (\n P<\/jats:italic>\n =.29), although a significant main effect of time (\n P<\/jats:italic>\n <.001) indicated overall stress reduction across all groups. For secondary outcomes, a significant group\u00d7time interaction was found for the Cognitive Stress Responses Scale (\n P<\/jats:italic>\n =.003), indicating differential trajectories of improvement. The yoga group showed a consistent linear decrease, whereas the exercise group showed immediate but less sustained gains.\n <\/jats:p>\n <\/jats:sec>\n \n Conclusions<\/jats:title>\n Digitally delivered adaptive yoga programs demonstrated superior and sustained improvements in depressive symptoms and Cognitive Stress Responses Scale scores compared with the active cognitive behavioral therapy\u2013based self-care control group. However, the exercise program showed more modest and less sustained effects, warranting further investigation using larger samples.<\/jats:p>\n <\/jats:sec>","DOI":"10.2196\/80287","type":"journal-article","created":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T20:55:09Z","timestamp":1784667309000},"page":"e80287-e80287","source":"Crossref","is-referenced-by-count":0,"title":["Effectiveness of Mobile-Delivered Exercise and Yoga Programs on Depressive Symptom Reduction in Employees: Randomized Controlled Trial"],"prefix":"10.2196","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7923-0797","authenticated-orcid":false,"given":"Jeong-Hyun","family":"Kim","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9964-126X","authenticated-orcid":false,"given":"So Young","family":"Yoo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3010-448X","authenticated-orcid":false,"given":"Sohee","family":"Oh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7319-4131","authenticated-orcid":false,"given":"Sun-Young","family":"Moon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-1064-6212","authenticated-orcid":false,"given":"Kyesan","family":"Lee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-7181-9758","authenticated-orcid":false,"given":"Ki-Hyeok","family":"Nam","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4971-9756","authenticated-orcid":false,"given":"Heyeon","family":"Park","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0623-8752","authenticated-orcid":false,"given":"Se Hee","family":"Jung","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-6841-8802","authenticated-orcid":false,"given":"Hyo-Joon","family":"Choi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3703-4577","authenticated-orcid":false,"given":"Hyo Jung","family":"Kim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5028-1029","authenticated-orcid":false,"given":"Seok Im","family":"Lee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-8776-0640","authenticated-orcid":false,"given":"Namhee","family":"Kim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-0360-7811","authenticated-orcid":false,"given":"Myoungnam","family":"Song","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3671-2993","authenticated-orcid":false,"given":"Beomjun","family":"Min","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-8423-9142","authenticated-orcid":false,"given":"Ji-Hye","family":"Lee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-6621-093X","authenticated-orcid":false,"given":"Jeong A","family":"Shin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,9,1]]},"reference":[{"key":"R1","unstructured":"Mental health: strengthening our response. 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