{"id":"https://openalex.org/W3082295553","doi":"https://doi.org/10.1177/0018720820945163","title":"Toward the Use of Pupillary Responses for Pilot Selection","display_name":"Toward the Use of Pupillary Responses for Pilot Selection","publication_year":2020,"publication_date":"2020-08-31","ids":{"openalex":"https://openalex.org/W3082295553","doi":"https://doi.org/10.1177/0018720820945163","mag":"3082295553","pmid":"https://pubmed.ncbi.nlm.nih.gov/32866038"},"language":"en","primary_location":{"id":"doi:10.1177/0018720820945163","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0018720820945163","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":true,"oa_status":"green","oa_url":"https://enac.hal.science/hal-02937972","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021422456","display_name":"Nadine Matton","orcid":"https://orcid.org/0000-0002-1678-2022"},"institutions":[{"id":"https://openalex.org/I100296615","display_name":"\u00c9cole Nationale de l\u2019Aviation Civile","ror":"https://ror.org/022zdgq74","country_code":"FR","type":"education","lineage":["https://openalex.org/I100296615"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nadine Matton","raw_affiliation_strings":["University of Toulouse, France","ENAC - Ecole Nationale de l'Aviation Civile (7 avenue Edouard Belin\r\nCS 54005\r\n31055 Toulouse cedex 4 - France)"],"raw_orcid":"https://orcid.org/0000-0002-1678-2022","affiliations":[{"raw_affiliation_string":"University of Toulouse, France","institution_ids":["https://openalex.org/I17866349"]},{"raw_affiliation_string":"ENAC - Ecole Nationale de l'Aviation Civile (7 avenue Edouard Belin\r\nCS 54005\r\n31055 Toulouse cedex 4 - France)","institution_ids":["https://openalex.org/I100296615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048337502","display_name":"Pierre\u2010Vincent Paubel","orcid":"https://orcid.org/0000-0002-2376-4674"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre-Vincent Paubel","raw_affiliation_strings":["University of Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toulouse, France","institution_ids":["https://openalex.org/I17866349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016537909","display_name":"S\u00e9bastien Puma","orcid":"https://orcid.org/0000-0002-0076-2676"},"institutions":[{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Puma","raw_affiliation_strings":["University of Cergy Pontoise, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cergy Pontoise, France","institution_ids":["https://openalex.org/I4210142324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021422456"],"corresponding_institution_ids":["https://openalex.org/I100296615","https://openalex.org/I17866349"],"apc_list":null,"apc_paid":null,"fwci":2.4519,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.89320814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"64","issue":"3","first_page":"555","last_page":"567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.8125,"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"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.8125,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.03629999980330467,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.025699999183416367,"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/human-multitasking","display_name":"Human multitasking","score":0.9040655493736267},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8483814001083374},{"id":"https://openalex.org/keywords/pupil-size","display_name":"Pupil size","score":0.7249988317489624},{"id":"https://openalex.org/keywords/pupil","display_name":"Pupil","score":0.6282182931900024},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.612164318561554},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5104936361312866},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.49369701743125916},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47046956419944763},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.45760321617126465},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.4444442093372345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4020770788192749},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3381308913230896},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.22048944234848022},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1847827136516571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17246267199516296}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.9040655493736267},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8483814001083374},{"id":"https://openalex.org/C3019054092","wikidata":"https://www.wikidata.org/wiki/Q7260673","display_name":"Pupil size","level":3,"score":0.7249988317489624},{"id":"https://openalex.org/C2777394604","wikidata":"https://www.wikidata.org/wiki/Q173318","display_name":"Pupil","level":2,"score":0.6282182931900024},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.612164318561554},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5104936361312866},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.49369701743125916},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47046956419944763},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.45760321617126465},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4444442093372345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4020770788192749},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3381308913230896},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.22048944234848022},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1847827136516571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17246267199516296},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[{"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":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D016526","descriptor_name":"Workload","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1177/0018720820945163","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0018720820945163","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:32866038","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32866038","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},{"id":"pmh:oai:HAL:hal-02937972v1","is_oa":true,"landing_page_url":"https://enac.hal.science/hal-02937972","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Human Factors, 2022, 64 (3), pp.555-567. &#x27E8;10.1177/0018720820945163&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02937972v1","is_oa":true,"landing_page_url":"https://enac.hal.science/hal-02937972","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Human Factors, 2022, 64 (3), pp.555-567. &#x27E8;10.1177/0018720820945163&#x27E9;","raw_type":"Journal articles"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W169382519","https://openalex.org/W1530229763","https://openalex.org/W1594278800","https://openalex.org/W1917430461","https://openalex.org/W1963488110","https://openalex.org/W1975538453","https://openalex.org/W1976109055","https://openalex.org/W1976339519","https://openalex.org/W2001027785","https://openalex.org/W2002010135","https://openalex.org/W2010259133","https://openalex.org/W2027151471","https://openalex.org/W2029570806","https://openalex.org/W2034154485","https://openalex.org/W2043143027","https://openalex.org/W2062242288","https://openalex.org/W2072541188","https://openalex.org/W2099446873","https://openalex.org/W2108249547","https://openalex.org/W2133084664","https://openalex.org/W2133906864","https://openalex.org/W2140079265","https://openalex.org/W2140359534","https://openalex.org/W2152905082","https://openalex.org/W2153749840","https://openalex.org/W2507641613","https://openalex.org/W2550240448","https://openalex.org/W2582743722","https://openalex.org/W2761366009"],"related_works":["https://openalex.org/W142489845","https://openalex.org/W2099013685","https://openalex.org/W3028325031","https://openalex.org/W2901913975","https://openalex.org/W2029570806","https://openalex.org/W2150501481","https://openalex.org/W2581035853","https://openalex.org/W3175462501","https://openalex.org/W1999295734","https://openalex.org/W2792408902"],"abstract_inverted_index":{"OBJECTIVE:":[0],"For":[1],"selection":[2,212],"practitioners,":[3],"it":[4],"seems":[5],"important":[6],"to":[7,17,33,49,64,102,148],"assess":[8],"the":[9,27,35,41,103,134,152,164,170,176,181,194,199],"level":[10],"of":[11,29,67,82,96,108,129,151,210,226,231],"mental":[12,69,189],"resources":[13,190],"invested":[14],"in":[15],"order":[16],"perform":[18],"a":[19,65,77,126,207],"demanding":[20],"task.":[21],"In":[22],"this":[23],"study,":[24],"we":[25],"investigated":[26],"potential":[28],"pupil":[30,90,121,143,161,220],"size":[31,91,122,144,221],"measurement":[32,222],"discriminate":[34],"most":[36,182],"proficient":[37,183,196],"pilot":[38,59,74,97,139,157,172,184,234],"students":[39,75,98,140,185],"from":[40,146],"less":[42],"proficient.":[43],"BACKGROUND:":[44],"Cognitive":[45],"workload":[46,70],"is":[47],"known":[48],"influence":[50],"learning":[51],"outcome.":[52],"More":[53,218],"specifically,":[54,219],"cognitive":[55],"difficulties":[56,132],"observed":[57],"during":[58,133,233],"training":[60,131],"are":[61],"often":[62],"related":[63],"lack":[66],"efficient":[68],"management.":[71],"METHOD:":[72],"Twenty":[73],"performed":[76],"laboratory":[78],"multitasking":[79,153,200],"scenario,":[80],"composed":[81],"several":[83],"stages":[84,150],"with":[85,215,228],"increasing":[86],"workload,":[87],"while":[88,197],"their":[89,188],"was":[92],"recorded.":[93],"Two":[94],"levels":[95],"were":[99,167],"compared":[100],"according":[101],"outcome":[104],"after":[105],"2":[106],"years":[107],"training:":[109],"high":[110],"success":[111,232],"and":[112],"medium":[113],"success.":[114],"RESULTS:":[115],"Our":[116],"findings":[117,204],"suggested":[118],"that":[119],"task-evoked":[120],"measurements":[123],"could":[124,223],"be":[125],"promising":[127],"predictor":[128],"flight":[130],"2-year":[135],"training.":[136,235],"Indeed,":[137],"high-level":[138,171],"showed":[141],"greater":[142,229],"changes":[145],"low-load":[147,165],"high-load":[149],"scenario":[154],"than":[155,193],"medium-level":[156],"students.":[158,173],"Moreover,":[159],"average":[160],"diameters":[162],"at":[163],"stage":[166],"smallest":[168],"for":[169],"CONCLUSION:":[174],"Following":[175],"neural":[177],"efficiency":[178],"hypothesis":[179],"framework,":[180],"supposedly":[186],"used":[187],"more":[191],"efficiently":[192],"least":[195],"performing":[198],"scenario.":[201],"APPLICATION:":[202],"These":[203],"might":[205],"introduce":[206],"new":[208],"way":[209],"managing":[211],"processes":[213],"complemented":[214],"ocular":[216],"measurements.":[217],"enable":[224],"identification":[225],"applicants":[227],"chances":[230]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-02T06:04:40.494371","created_date":"2025-10-10T00:00:00"}
