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We define\n                    <jats:italic toggle=\"yes\">creative stuckness<\/jats:italic>\n                    as a temporary state of self-regulatory misalignment\u2014an impasse marked by perceived obstruction of progress and dysregulation of attention, affect, and motivation. U\n                    <jats:sc>nstuck<\/jats:sc>\n                    is a ubiquitous just-in-time system that detects contextual cues of stuckness and delivers brief, autonomy-preserving micro-interventions. A formative study with twelve professionals identified these mechanisms and informed a library of 98 interventions spanning embodied, cognitive, and reflective strategies. In a five-week deployment with 225 creative professionals (106 Control, 58 Random, 61 adaptive MLB), both intervention arms improved creative self-efficacy, coping, and wellbeing and produced consistent creativity boosts. 77% reported that U\n                    <jats:sc>nstuck<\/jats:sc>\n                    helped them manage their creativity and focus. Three months later (\n                    <jats:italic toggle=\"yes\">N<\/jats:italic>\n                    =110), nearly 60% continued using Unstuck-inspired strategies such as mindful resets, reframing, and movement. These findings show that short, context-aware interventions can transform transient impasses into lasting self-regulation and creative wellbeing.\n                  <\/jats:p>","DOI":"10.1145\/3810227","type":"journal-article","created":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T17:06:41Z","timestamp":1781543201000},"page":"1-50","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Unstuck - Ubiquitous Just-in-Time Interventions to Unleash Creativity and Sustain Wellbeing of Creative Professionals"],"prefix":"10.1145","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2431-9190","authenticated-orcid":false,"given":"Pablo E.","family":"Paredes","sequence":"first","affiliation":[{"name":"Toyota Research Institute, Los Altos, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4122-6041","authenticated-orcid":false,"given":"Shabnam","family":"Hakimi","sequence":"additional","affiliation":[{"name":"Human-Centered AI, Toyota Research Institute, Los Altos, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0322-5144","authenticated-orcid":false,"given":"Matthew K.","family":"Hong","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, Los Altos, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7305-3520","authenticated-orcid":false,"given":"Marco Antonio","family":"Mora-Mendoza","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, Los Altos, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-5371-9914","authenticated-orcid":false,"given":"Kalani","family":"Murakami","sequence":"additional","affiliation":[{"name":"Toyota Research Institutue, Los Altos, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9238-9831","authenticated-orcid":false,"given":"Nayeli Suseth","family":"Bravo","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, Los Altos, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-5626-6734","authenticated-orcid":false,"given":"Adrien","family":"Cogny","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, Los Altos, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3524-9872","authenticated-orcid":false,"given":"Matthew","family":"Klenk","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, Los Altos, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,15]]},"reference":[{"key":"e_1_2_1_1_1","first-page":"2","article-title":"Collaborative Writing and Text Quality in Google Docs","volume":"23","author":"Abrams Zsuzsanna I.","year":"2019","unstructured":"Zsuzsanna I. 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