{"id":"https://openalex.org/W4386646316","doi":"https://doi.org/10.1177/00187208231200721","title":"A Visual-Vestibular Model to Predict Motion Sickness for Linear and Angular Motion","display_name":"A Visual-Vestibular Model to Predict Motion Sickness for Linear and Angular Motion","publication_year":2023,"publication_date":"2023-09-12","ids":{"openalex":"https://openalex.org/W4386646316","doi":"https://doi.org/10.1177/00187208231200721","pmid":"https://pubmed.ncbi.nlm.nih.gov/37699250"},"language":"en","primary_location":{"id":"doi:10.1177/00187208231200721","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00187208231200721","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":"article","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/A5006441570","display_name":"Daniel Sousa Schulman","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel Sousa Schulman","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036412425","display_name":"Nishant Jalgaonkar","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nishant Jalgaonkar","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074850651","display_name":"Sneha Ojha","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sneha Ojha","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104168098","display_name":"Ana Rivero Valles","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ana Rivero Valles","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052757539","display_name":"Monica L. H. Jones","orcid":"https://orcid.org/0000-0001-8690-9829"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Monica L. H. Jones","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":"https://orcid.org/0000-0001-8690-9829","affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075990917","display_name":"Shorya Awtar","orcid":"https://orcid.org/0000-0002-7765-0402"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shorya Awtar","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5006441570"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":null,"fwci":0.8894,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74758621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"66","issue":"8","first_page":"2120","last_page":"2137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9905999898910522,"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":0.9905999898910522,"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/T10542","display_name":"Vestibular and auditory disorders","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/motion-sickness","display_name":"Motion sickness","score":0.9232620000839233},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.7310131788253784},{"id":"https://openalex.org/keywords/vestibular-system","display_name":"Vestibular system","score":0.6843976974487305},{"id":"https://openalex.org/keywords/motion-perception","display_name":"Motion perception","score":0.5231400728225708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5109454989433289},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48236745595932007},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4602578580379486},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4000375270843506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.398601233959198},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3937722146511078},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30472034215927124},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20347419381141663}],"concepts":[{"id":"https://openalex.org/C2779336972","wikidata":"https://www.wikidata.org/wiki/Q309067","display_name":"Motion sickness","level":2,"score":0.9232620000839233},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.7310131788253784},{"id":"https://openalex.org/C190041318","wikidata":"https://www.wikidata.org/wiki/Q596832","display_name":"Vestibular system","level":2,"score":0.6843976974487305},{"id":"https://openalex.org/C48575856","wikidata":"https://www.wikidata.org/wiki/Q852504","display_name":"Motion perception","level":3,"score":0.5231400728225708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5109454989433289},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48236745595932007},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4602578580379486},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4000375270843506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.398601233959198},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3937722146511078},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30472034215927124},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20347419381141663},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001334","descriptor_name":"Automobile Driving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001334","descriptor_name":"Automobile Driving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001334","descriptor_name":"Automobile Driving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001334","descriptor_name":"Automobile Driving","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},{"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009039","descriptor_name":"Motion Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009039","descriptor_name":"Motion Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009039","descriptor_name":"Motion Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009039","descriptor_name":"Motion Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009041","descriptor_name":"Motion Sickness","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D009041","descriptor_name":"Motion Sickness","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D009041","descriptor_name":"Motion Sickness","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D009041","descriptor_name":"Motion Sickness","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D014722","descriptor_name":"Vestibule, Labyrinth","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014722","descriptor_name":"Vestibule, Labyrinth","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014722","descriptor_name":"Vestibule, Labyrinth","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014722","descriptor_name":"Vestibule, Labyrinth","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014722","descriptor_name":"Vestibule, Labyrinth","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D014722","descriptor_name":"Vestibule, Labyrinth","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D014722","descriptor_name":"Vestibule, Labyrinth","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D014722","descriptor_name":"Vestibule, Labyrinth","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1177/00187208231200721","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00187208231200721","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:37699250","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37699250","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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1519498524","https://openalex.org/W1672908290","https://openalex.org/W1908712261","https://openalex.org/W1971982352","https://openalex.org/W1973393017","https://openalex.org/W1989120506","https://openalex.org/W2001923557","https://openalex.org/W2004606182","https://openalex.org/W2006723129","https://openalex.org/W2050859356","https://openalex.org/W2074517171","https://openalex.org/W2084099961","https://openalex.org/W2109267606","https://openalex.org/W2113641539","https://openalex.org/W2117661986","https://openalex.org/W2142450835","https://openalex.org/W2143252627","https://openalex.org/W2145372317","https://openalex.org/W2145657436","https://openalex.org/W2147525975","https://openalex.org/W2166942711","https://openalex.org/W2252608281","https://openalex.org/W2738918696","https://openalex.org/W2770637500","https://openalex.org/W2895259460","https://openalex.org/W2921039714","https://openalex.org/W2927106470","https://openalex.org/W2962351358","https://openalex.org/W2962700124","https://openalex.org/W2979808945","https://openalex.org/W2980143880","https://openalex.org/W3017075781","https://openalex.org/W3107778179","https://openalex.org/W3111864661","https://openalex.org/W3118880404","https://openalex.org/W3167756645","https://openalex.org/W3203949375","https://openalex.org/W3213899345","https://openalex.org/W4251103598","https://openalex.org/W4293817682"],"related_works":["https://openalex.org/W2414328948","https://openalex.org/W2085304531","https://openalex.org/W2411786131","https://openalex.org/W1993770438","https://openalex.org/W249704387","https://openalex.org/W2165780321","https://openalex.org/W2185356701","https://openalex.org/W2961476255","https://openalex.org/W3128995679","https://openalex.org/W2123196566"],"abstract_inverted_index":{"OBJECTIVE:":[0],"This":[1,217],"study":[2],"proposed":[3,98,199],"a":[4,15,60,63,110,164,167,170,186,205],"model":[5,64,85,99,149,200,232],"to":[6,24,37,76,119,153,191,207,221],"predict":[7,38,154,208],"passenger":[8,80,165,227,242],"motion":[9,39,52,71,81,94,107,120,128,157,209,228],"sickness":[10,40,53,121,158,210],"under":[11,41,178,211],"the":[12,87,151,194,239],"presence":[13],"of":[14,50,79,214,225,241],"visual-vestibular":[16,70,215],"conflict":[17,90],"and":[18,68,92,102],"assessed":[19],"its":[20],"performance":[21],"with":[22,141],"respect":[23],"previously":[25],"recorded":[26],"experimental":[27],"data.":[28],"BACKGROUND:":[29],"While":[30],"several":[31],"models":[32],"have":[33],"been":[34],"shown":[35],"useful":[36],"repetitive":[42],"motion,":[43],"improvements":[44],"are":[45,139],"still":[46],"desired":[47],"in":[48,54,73,109,127,144,156,162,238],"terms":[49],"predicting":[51],"realistic":[55,179],"driving":[56,180],"conditions.":[57,181],"There":[58],"remains":[59],"need":[61],"for":[62,160],"that":[65,138,236],"considers":[66],"angular":[67],"linear":[69],"inputs":[72],"three":[74],"dimensions":[75],"improve":[77],"prediction":[78,115],"sickness.":[82,229],"METHOD:":[83],"The":[84,97,148,198],"combined":[86],"subjective":[88],"vertical":[89],"theory":[91],"human":[93],"perception":[95],"models.":[96],"integrates":[100],"visual":[101],"vestibular":[103],"sensed":[104],"6":[105],"DoF":[106],"signals":[108],"novel":[111],"architecture.":[112],"RESULTS:":[113],"Model":[114],"results":[116,143],"were":[117],"compared":[118],"data":[122],"obtained":[123],"from":[124],"studies":[125],"conducted":[126],"simulators":[129],"as":[130,132,204],"well":[131],"on-road":[133],"vehicle":[134],"testing,":[135],"yielding":[136],"trends":[137,155],"congruent":[140],"observed":[142],"both":[145],"cases.":[146],"CONCLUSION:":[147],"demonstrated":[150],"ability":[152],"response":[159],"conditions":[161],"which":[163],"performs":[166],"task":[168],"on":[169],"handheld":[171],"device":[172],"versus":[173],"facing":[174],"forward":[175],"looking":[176],"ahead":[177],"However,":[182],"further":[183],"analysis":[184],"across":[185],"larger":[187],"population":[188],"is":[189],"necessary":[190],"better":[192],"assess":[193],"model's":[195],"performance.":[196],"APPLICATION:":[197],"can":[201,218,233],"be":[202,219],"used":[203],"tool":[206],"different":[212],"levels":[213],"conflict.":[216],"leveraged":[220],"design":[222],"interventions":[223],"capable":[224],"mitigating":[226],"Further,":[230],"this":[231],"provide":[234],"insights":[235],"aid":[237],"development":[240],"experiences":[243],"inside":[244],"autonomous":[245],"vehicles.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2023-09-13T00:00:00"}
