{"id":"https://openalex.org/W3006892261","doi":"https://doi.org/10.1177/0018720820904229","title":"The Effects of Virtual Reality, Augmented Reality, and Mixed Reality as Training Enhancement Methods: A Meta-Analysis","display_name":"The Effects of Virtual Reality, Augmented Reality, and Mixed Reality as Training Enhancement Methods: A Meta-Analysis","publication_year":2020,"publication_date":"2020-02-24","ids":{"openalex":"https://openalex.org/W3006892261","doi":"https://doi.org/10.1177/0018720820904229","mag":"3006892261","pmid":"https://pubmed.ncbi.nlm.nih.gov/32091937"},"language":"en","primary_location":{"id":"doi:10.1177/0018720820904229","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0018720820904229","pdf_url":null,"source":{"id":"https://openalex.org/S83386566","display_name":"Human Factors The Journal of the Human Factors and Ergonomics Society","issn_l":"0018-7208","issn":["0018-7208","1547-8181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Factors: The Journal of the Human Factors and Ergonomics Society","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056011463","display_name":"Alexandra D. Kaplan","orcid":"https://orcid.org/0000-0003-0051-0150"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alexandra D. Kaplan","raw_affiliation_strings":["University of Central Florida, Orlando, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069968354","display_name":"Jessica Cruit","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Cruit","raw_affiliation_strings":["University of Central Florida, Orlando, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068382657","display_name":"Mica R. Endsley","orcid":"https://orcid.org/0000-0002-2359-947X"},"institutions":[{"id":"https://openalex.org/I4210142445","display_name":"SA Technologies (United States)","ror":"https://ror.org/046qmva50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210142445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mica Endsley","raw_affiliation_strings":["SA Technologies, Gold Canyon, AZ, USA"],"affiliations":[{"raw_affiliation_string":"SA Technologies, Gold Canyon, AZ, USA","institution_ids":["https://openalex.org/I4210142445"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044102282","display_name":"Suzanne M. Beers","orcid":null},"institutions":[{"id":"https://openalex.org/I44896327","display_name":"Mitre (United States)","ror":"https://ror.org/03ks2a131","country_code":"US","type":"company","lineage":["https://openalex.org/I44896327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suzanne M. Beers","raw_affiliation_strings":["MITRE Corporation, Colorado Springs, CO, USA"],"affiliations":[{"raw_affiliation_string":"MITRE Corporation, Colorado Springs, CO, USA","institution_ids":["https://openalex.org/I44896327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039038665","display_name":"Ben D. Sawyer","orcid":"https://orcid.org/0000-0002-3009-6707"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben D. Sawyer","raw_affiliation_strings":["University of Central Florida, Orlando, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007652754","display_name":"Peter A. Hancock","orcid":"https://orcid.org/0000-0002-4936-066X"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. A. Hancock","raw_affiliation_strings":["University of Central Florida, Orlando, USA"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, USA","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056011463"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":null,"apc_paid":null,"fwci":25.9096,"has_fulltext":false,"cited_by_count":528,"citation_normalized_percentile":{"value":0.99743024,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"63","issue":"4","first_page":"706","last_page":"726"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10888","display_name":"Augmented Reality Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.8201435804367065},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.669859766960144},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6200650334358215},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5847005844116211},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5702163577079773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.564900279045105},{"id":"https://openalex.org/keywords/meta-analysis","display_name":"Meta-analysis","score":0.434712290763855},{"id":"https://openalex.org/keywords/transfer-of-training","display_name":"Transfer of training","score":0.4190753102302551},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3512954115867615},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22340503334999084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19931256771087646},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.15856611728668213},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06386768817901611}],"concepts":[{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.8201435804367065},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.669859766960144},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6200650334358215},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5847005844116211},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5702163577079773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.564900279045105},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.434712290763855},{"id":"https://openalex.org/C2777938197","wikidata":"https://www.wikidata.org/wiki/Q7834022","display_name":"Transfer of training","level":2,"score":0.4190753102302551},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3512954115867615},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22340503334999084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19931256771087646},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.15856611728668213},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06386768817901611},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081411","descriptor_name":"Augmented Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081411","descriptor_name":"Augmented Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081411","descriptor_name":"Augmented Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1177/0018720820904229","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0018720820904229","pdf_url":null,"source":{"id":"https://openalex.org/S83386566","display_name":"Human Factors The Journal of the Human Factors and Ergonomics Society","issn_l":"0018-7208","issn":["0018-7208","1547-8181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Factors: The Journal of the Human Factors and Ergonomics Society","raw_type":"journal-article"},{"id":"pmid:32091937","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32091937","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human factors","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W654354664","https://openalex.org/W943451418","https://openalex.org/W1593163947","https://openalex.org/W1804539633","https://openalex.org/W1932342196","https://openalex.org/W1965160312","https://openalex.org/W1966530137","https://openalex.org/W1981635602","https://openalex.org/W1983808135","https://openalex.org/W1994900553","https://openalex.org/W1997483429","https://openalex.org/W1998284588","https://openalex.org/W2005501262","https://openalex.org/W2007526149","https://openalex.org/W2009157434","https://openalex.org/W2019535292","https://openalex.org/W2021625970","https://openalex.org/W2069915898","https://openalex.org/W2070294837","https://openalex.org/W2083043687","https://openalex.org/W2090292248","https://openalex.org/W2100328157","https://openalex.org/W2107379813","https://openalex.org/W2112188724","https://openalex.org/W2112188855","https://openalex.org/W2122122381","https://openalex.org/W2126514505","https://openalex.org/W2127826372","https://openalex.org/W2129659247","https://openalex.org/W2148189981","https://openalex.org/W2152239900","https://openalex.org/W2157833761","https://openalex.org/W2165041900","https://openalex.org/W2299797515","https://openalex.org/W2317376429","https://openalex.org/W2318393591","https://openalex.org/W2575400625","https://openalex.org/W2740618947","https://openalex.org/W2802624368","https://openalex.org/W2811467847","https://openalex.org/W2890921333","https://openalex.org/W2989936476","https://openalex.org/W4231033393","https://openalex.org/W4233927878","https://openalex.org/W4252194559"],"related_works":["https://openalex.org/W4378228679","https://openalex.org/W2736982640","https://openalex.org/W4378228262","https://openalex.org/W3107375852","https://openalex.org/W4295631035","https://openalex.org/W2752321621","https://openalex.org/W2789244453","https://openalex.org/W2007438090","https://openalex.org/W4399929339","https://openalex.org/W2801262109"],"abstract_inverted_index":{"Across":[0],"numerous":[1],"studies":[2],"in":[3,26,29],"multiple":[4],"fields,":[5],"extended":[6],"realities":[7],"are":[8],"as":[9,15,36],"effective":[10],"of":[11,22],"a":[12],"training":[13,28,45],"mechanism":[14],"the":[16],"commonly":[17],"accepted":[18],"methods.":[19],"The":[20],"value":[21],"XR":[23],"then":[24],"lies":[25],"providing":[27],"circumstances,":[30],"which":[31],"exclude":[32],"traditional":[33,44],"methods,":[34],"such":[35],"situations":[37],"when":[38],"danger":[39],"or":[40],"cost":[41],"may":[42],"make":[43],"impossible.":[46]},"counts_by_year":[{"year":2026,"cited_by_count":27},{"year":2025,"cited_by_count":112},{"year":2024,"cited_by_count":123},{"year":2023,"cited_by_count":115},{"year":2022,"cited_by_count":99},{"year":2021,"cited_by_count":41},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
