{"id":"https://openalex.org/W7125611094","doi":"https://doi.org/10.1016/j.ijhcs.2026.103751","title":"From movement to learning: Leveraging VR behavioral metrics to evaluate cognitive load and curiosity","display_name":"From movement to learning: Leveraging VR behavioral metrics to evaluate cognitive load and curiosity","publication_year":2026,"publication_date":"2026-01-24","ids":{"openalex":"https://openalex.org/W7125611094","doi":"https://doi.org/10.1016/j.ijhcs.2026.103751"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijhcs.2026.103751","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijhcs.2026.103751","pdf_url":null,"source":{"id":"https://openalex.org/S4210190811","display_name":"International Journal of Human-Computer Studies","issn_l":"1071-5819","issn":["1071-5819","1095-9300"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human-Computer Studies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04975548v1/file/Using_VR_data_for_Learning_Evaluation%20%2813%29.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Matisse Poupard","orcid":"https://orcid.org/0000-0002-5199-0783"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210097332","display_name":"Institut de M\u00e9canique et d'Ing\u00e9nierie de Bordeaux","ror":"https://ror.org/00wrnm709","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210088668","https://openalex.org/I4210095849","https://openalex.org/I4210097332","https://openalex.org/I4210134562","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210106115","display_name":"Bordeaux Population Health","ror":"https://ror.org/00xzzba89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Matisse Poupard","raw_affiliation_strings":["Centre Technologique Nouvelle-Aquitaine du num\u00e9rique (CATIE), Talence, France","Flowers Team, Inria centre at the University of Bordeaux, Talence, France","University of Bordeaux, BPH Bordeaux Population Health, Bordeaux, France"],"raw_orcid":"https://orcid.org/0000-0002-5199-0783","affiliations":[{"raw_affiliation_string":"Centre Technologique Nouvelle-Aquitaine du num\u00e9rique (CATIE), Talence, France","institution_ids":["https://openalex.org/I4210097332"]},{"raw_affiliation_string":"Flowers Team, Inria centre at the University of Bordeaux, Talence, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"University of Bordeaux, BPH Bordeaux Population Health, Bordeaux, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210106115"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Florian Larrue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097332","display_name":"Institut de M\u00e9canique et d'Ing\u00e9nierie de Bordeaux","ror":"https://ror.org/00wrnm709","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I4210088668","https://openalex.org/I4210095849","https://openalex.org/I4210097332","https://openalex.org/I4210134562","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Florian Larrue","raw_affiliation_strings":["Centre Technologique Nouvelle-Aquitaine du num\u00e9rique (CATIE), Talence, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Technologique Nouvelle-Aquitaine du num\u00e9rique (CATIE), Talence, France","institution_ids":["https://openalex.org/I4210097332"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Martin Bertrand","orcid":"https://orcid.org/0000-0002-9367-9504"},"institutions":[{"id":"https://openalex.org/I66456633","display_name":"Universit\u00e9 de N\u00eemes","ror":"https://ror.org/044t4x544","country_code":"FR","type":"education","lineage":["https://openalex.org/I66456633"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Martin Bertrand","raw_affiliation_strings":["Surgery Department, N\u00eemes University Hospital, University of Montpellier, N\u00eemes, France"],"raw_orcid":"https://orcid.org/0000-0002-9367-9504","affiliations":[{"raw_affiliation_string":"Surgery Department, N\u00eemes University Hospital, University of Montpellier, N\u00eemes, France","institution_ids":["https://openalex.org/I66456633"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dominique Liguoro","orcid":"https://orcid.org/0000-0003-3123-6238"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique Liguoro","raw_affiliation_strings":["Department of Neurosurgery, University Hospital of Bordeaux, Bordeaux, France"],"raw_orcid":"https://orcid.org/0000-0003-3123-6238","affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, University Hospital of Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":null,"display_name":"H\u00e9l\u00e8ne Sauz\u00e9on","orcid":"https://orcid.org/0000-0001-5781-9891"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210106115","display_name":"Bordeaux Population Health","ror":"https://ror.org/00xzzba89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"H\u00e9l\u00e8ne Sauz\u00e9on","raw_affiliation_strings":["Flowers Team, Inria centre at the University of Bordeaux, Talence, France","University of Bordeaux, BPH Bordeaux Population Health, Bordeaux, France"],"raw_orcid":"https://orcid.org/0000-0001-5781-9891","affiliations":[{"raw_affiliation_string":"Flowers Team, Inria centre at the University of Bordeaux, Talence, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"University of Bordeaux, BPH Bordeaux Population Health, Bordeaux, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210106115"]}]},{"author_position":"last","author":{"id":null,"display_name":"Andr\u00e9 Tricot","orcid":"https://orcid.org/0000-0003-4005-7338"},"institutions":[{"id":"https://openalex.org/I4210095130","display_name":"Universit\u00e9 Paul-Val\u00e9ry Montpellier","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210095130"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Tricot","raw_affiliation_strings":["Universit\u00e9 Paul Val\u00e9ry Montpellier 3, Epsylon EA 4556, Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0003-4005-7338","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paul Val\u00e9ry Montpellier 3, Epsylon EA 4556, Montpellier, France","institution_ids":["https://openalex.org/I4210095130"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I15057530","https://openalex.org/I4210097332","https://openalex.org/I4210106115"],"apc_list":{"value":3640,"currency":"USD","value_usd":3640},"apc_paid":null,"fwci":27.6793,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.990536,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"209","issue":null,"first_page":"103751","last_page":"103751"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.47269999980926514,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.47269999980926514,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14308","display_name":"Psychological and Educational Research Studies","score":0.24420000612735748,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.04639999940991402,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curiosity","display_name":"Curiosity","score":0.6434000134468079},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.6326000094413757},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6226999759674072},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.5519999861717224},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.48890000581741333},{"id":"https://openalex.org/keywords/embodied-cognition","display_name":"Embodied cognition","score":0.31690001487731934},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3149999976158142},{"id":"https://openalex.org/keywords/computer-mouse","display_name":"Computer mouse","score":0.3034000098705292}],"concepts":[{"id":"https://openalex.org/C33435437","wikidata":"https://www.wikidata.org/wiki/Q366791","display_name":"Curiosity","level":2,"score":0.6434000134468079},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.6326000094413757},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6226999759674072},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5705999732017517},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5580000281333923},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.5519999861717224},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.48890000581741333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3614000082015991},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33329999446868896},{"id":"https://openalex.org/C100609095","wikidata":"https://www.wikidata.org/wiki/Q1335050","display_name":"Embodied cognition","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3149999976158142},{"id":"https://openalex.org/C2984590833","wikidata":"https://www.wikidata.org/wiki/Q7987","display_name":"Computer mouse","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.301800012588501},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.29429998993873596},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.29190000891685486},{"id":"https://openalex.org/C132758656","wikidata":"https://www.wikidata.org/wiki/Q5307365","display_name":"Dreyfus model of skill acquisition","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C10431821","wikidata":"https://www.wikidata.org/wiki/Q6510174","display_name":"Learning effect","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C2781410774","wikidata":"https://www.wikidata.org/wiki/Q17008186","display_name":"Cognitive strategy","level":3,"score":0.2558000087738037},{"id":"https://openalex.org/C167327282","wikidata":"https://www.wikidata.org/wiki/Q5141207","display_name":"Cognitive evaluation theory","level":4,"score":0.2549000084400177},{"id":"https://openalex.org/C185711340","wikidata":"https://www.wikidata.org/wiki/Q5347381","display_name":"Effects of sleep deprivation on cognitive performance","level":3,"score":0.2502000033855438}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ijhcs.2026.103751","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijhcs.2026.103751","pdf_url":null,"source":{"id":"https://openalex.org/S4210190811","display_name":"International Journal of Human-Computer Studies","issn_l":"1071-5819","issn":["1071-5819","1095-9300"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human-Computer Studies","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04975548v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04975548","pdf_url":"https://hal.science/hal-04975548v1/file/Using_VR_data_for_Learning_Evaluation%20%2813%29.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Human-Computer Studies, 2026, 209, pp.103751. &#x27E8;10.1016/j.ijhcs.2026.103751&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04975548v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04975548","pdf_url":"https://hal.science/hal-04975548v1/file/Using_VR_data_for_Learning_Evaluation%20%2813%29.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Human-Computer Studies, 2026, 209, pp.103751. &#x27E8;10.1016/j.ijhcs.2026.103751&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.820755124092102,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2919685054","display_name":null,"funder_award_id":"CIFRE 2021/1881","funder_id":"https://openalex.org/F4320321663","funder_display_name":"Association Nationale de la Recherche et de la Technologie"}],"funders":[{"id":"https://openalex.org/F4320321663","display_name":"Association Nationale de la Recherche et de la Technologie","ror":"https://ror.org/00ht2ab73"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W7125611094.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1633674991","https://openalex.org/W1967395107","https://openalex.org/W1993729533","https://openalex.org/W1995875735","https://openalex.org/W2008785686","https://openalex.org/W2052698905","https://openalex.org/W2160073399","https://openalex.org/W2409832138","https://openalex.org/W2484231675","https://openalex.org/W2593362178","https://openalex.org/W2740802268","https://openalex.org/W2801228678","https://openalex.org/W2883132065","https://openalex.org/W2894518750","https://openalex.org/W2908709006","https://openalex.org/W2910316139","https://openalex.org/W2913144876","https://openalex.org/W2953926823","https://openalex.org/W3013471035","https://openalex.org/W3022409549","https://openalex.org/W3080093691","https://openalex.org/W3088595689","https://openalex.org/W3091784321","https://openalex.org/W3116253193","https://openalex.org/W3117225812","https://openalex.org/W3119399459","https://openalex.org/W3154370354","https://openalex.org/W3176376210","https://openalex.org/W3212697967","https://openalex.org/W4205752201","https://openalex.org/W4311953310","https://openalex.org/W4312084972","https://openalex.org/W4318499481","https://openalex.org/W4319944239","https://openalex.org/W4321452412","https://openalex.org/W4378673966","https://openalex.org/W4391752835","https://openalex.org/W4396801614","https://openalex.org/W4400681460","https://openalex.org/W4401896627","https://openalex.org/W4404983595","https://openalex.org/W4405565085","https://openalex.org/W4405757276","https://openalex.org/W4405892605","https://openalex.org/W4406325725"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
