{"id":"https://openalex.org/W4406610371","doi":"https://doi.org/10.1109/access.2025.3531507","title":"Predictors of Medical Students\u2019 Adoption of Emergency Medicine Virtual Simulation Platforms","display_name":"Predictors of Medical Students\u2019 Adoption of Emergency Medicine Virtual Simulation Platforms","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406610371","doi":"https://doi.org/10.1109/access.2025.3531507"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3531507","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3531507","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3531507","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023186127","display_name":"Lingjiao Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130692","display_name":"Affiliated Hospital of Youjiang Medical University for Nationalities","ror":"https://ror.org/0358v9d31","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingjiao Tang","raw_affiliation_strings":["Modern Industrial College of Biomedicine and Great Health, Youjiang Medical University for Nationalities, Baise, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Modern Industrial College of Biomedicine and Great Health, Youjiang Medical University for Nationalities, Baise, China","institution_ids":["https://openalex.org/I4210130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115946860","display_name":"Yu Ning","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161995","display_name":"Yulin University","ror":"https://ror.org/05rp1t554","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Ning","raw_affiliation_strings":["Yulin First People&#x2019;s Hospital, Yulin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yulin First People&#x2019;s Hospital, Yulin, China","institution_ids":["https://openalex.org/I4210161995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115946861","display_name":"Hui Lv","orcid":"https://orcid.org/0000-0001-5428-5783"},"institutions":[{"id":"https://openalex.org/I4210130692","display_name":"Affiliated Hospital of Youjiang Medical University for Nationalities","ror":"https://ror.org/0358v9d31","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Lv","raw_affiliation_strings":["Modern Industrial College of Biomedicine and Great Health, Youjiang Medical University for Nationalities, Baise, China"],"raw_orcid":"https://orcid.org/0000-0001-5428-5783","affiliations":[{"raw_affiliation_string":"Modern Industrial College of Biomedicine and Great Health, Youjiang Medical University for Nationalities, Baise, China","institution_ids":["https://openalex.org/I4210130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101564686","display_name":"Xuebin Li","orcid":"https://orcid.org/0000-0002-2207-3484"},"institutions":[{"id":"https://openalex.org/I4210130692","display_name":"Affiliated Hospital of Youjiang Medical University for Nationalities","ror":"https://ror.org/0358v9d31","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuebin Li","raw_affiliation_strings":["Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China","institution_ids":["https://openalex.org/I4210130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115946862","display_name":"Aihe Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130692","display_name":"Affiliated Hospital of Youjiang Medical University for Nationalities","ror":"https://ror.org/0358v9d31","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aihe Tang","raw_affiliation_strings":["Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China","institution_ids":["https://openalex.org/I4210130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.5835,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87453626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"19237","last_page":"19247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12244","display_name":"Healthcare Education and Workforce Issues","score":0.9122999906539917,"subfield":{"id":"https://openalex.org/subfields/2911","display_name":"Leadership and Management"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13117","display_name":"Health Education and Validation","score":0.9078999757766724,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6522822976112366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6522822976112366}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3531507","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3531507","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:df99303d4b904a8f805d6af13b4e30af","is_oa":true,"landing_page_url":"https://doaj.org/article/df99303d4b904a8f805d6af13b4e30af","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 19237-19247 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3531507","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3531507","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1517229207","https://openalex.org/W1965088091","https://openalex.org/W1999824890","https://openalex.org/W2033943395","https://openalex.org/W2100379340","https://openalex.org/W2100408980","https://openalex.org/W2100795105","https://openalex.org/W2112042732","https://openalex.org/W2168569455","https://openalex.org/W2598210266","https://openalex.org/W2747261828","https://openalex.org/W2783204636","https://openalex.org/W2893433267","https://openalex.org/W2896488309","https://openalex.org/W2905602303","https://openalex.org/W2912933847","https://openalex.org/W2943356805","https://openalex.org/W2955402191","https://openalex.org/W2991836148","https://openalex.org/W2998893721","https://openalex.org/W3022393237","https://openalex.org/W3089875374","https://openalex.org/W3097551600","https://openalex.org/W3106798456","https://openalex.org/W3125908214","https://openalex.org/W3139045587","https://openalex.org/W3159166245","https://openalex.org/W3178416931","https://openalex.org/W4210528921","https://openalex.org/W4220902343","https://openalex.org/W4280567834","https://openalex.org/W4282966858","https://openalex.org/W4283798849","https://openalex.org/W4289527108","https://openalex.org/W4308522044","https://openalex.org/W4312398449","https://openalex.org/W4384665840","https://openalex.org/W4385637713","https://openalex.org/W4386634193","https://openalex.org/W4387966513","https://openalex.org/W4389505504","https://openalex.org/W4392880821","https://openalex.org/W4393434177","https://openalex.org/W4401336244","https://openalex.org/W6784983380"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Emergency":[0],"medicine":[1],"virtual":[2,46,158,177],"simulation":[3,47,159],"platforms":[4,48],"have":[5],"transformed":[6],"student":[7],"training,":[8],"allowing":[9],"students":[10,61],"to":[11,36,75,161],"engage":[12],"with":[13],"a":[14],"variety":[15],"of":[16,32,44,58,99,110,119,131,139,151,195,200],"realistic":[17],"and":[18,25,88,105,136,155,174,187,198],"replicable":[19],"emergency":[20,201],"scenarios.":[21],"However,":[22],"the":[23,38,68,116,149,193],"completion":[24],"pass":[26],"rates":[27],"are":[28],"low.":[29],"The":[30,82,128],"aim":[31],"this":[33],"study":[34],"is":[35,73],"explore":[37],"factors":[39],"influencing":[40,125],"medical":[41,60,166,181,202],"students\u2019":[42,143],"adoption":[43,164],"intelligent":[45],"in":[49,67,165],"China":[50],"via":[51],"Technology":[52],"Acceptance":[53],"Model":[54],"3.":[55],"A":[56],"total":[57],"819":[59],"from":[62,78],"southern":[63],"Chinese":[64],"universities":[65],"participated":[66],"study.":[69],"Structural":[70],"equation":[71],"modeling":[72],"used":[74],"examine":[76],"data":[77],"cross-sectional":[79],"quantitative":[80],"surveys.":[81],"results":[83],"revealed":[84],"that":[85],"image,":[86],"relevance,":[87],"result":[89],"demonstrability":[90],"significantly":[91,124],"affected":[92,142],"perceived":[93,103,108,126,134,137],"usefulness,":[94,135],"whereas":[95],"computer":[96],"self-efficacy,":[97],"perceptions":[98],"external":[100],"control,":[101],"anxiety,":[102],"enjoyment,":[104],"playfulness":[106],"shaped":[107],"ease":[109,138],"use.":[111],"Subjective":[112],"norms":[113],"emerged":[114],"as":[115],"strongest":[117],"predictor":[118],"behavioral":[120,144],"intention,":[121],"despite":[122],"not":[123],"usefulness.":[127],"combined":[129],"influence":[130],"subjective":[132],"norms,":[133],"use":[140],"positively":[141],"intentions.":[145],"These":[146,168],"findings":[147],"highlight":[148],"importance":[150],"establishing":[152],"supportive":[153],"environments":[154],"designing":[156],"user-friendly":[157],"tools":[160],"promote":[162],"technology":[163],"education.":[167],"insights":[169],"can":[170],"help":[171],"educational":[172],"institutions":[173],"policymakers":[175],"integrate":[176],"simulations":[178],"effectively":[179],"into":[180],"curricula,":[182],"thereby":[183],"providing":[184],"better":[185],"flexible":[186],"personalized":[188],"training":[189],"experiences,":[190],"which":[191],"enhance":[192],"quality":[194],"skills":[196],"acquisition":[197],"accessibility":[199],"training.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-01-21T00:00:00"}
