{"id":"https://openalex.org/W2787054643","doi":null,"title":"The Cognitive Reflection Test: familiarity and predictive power in professionals","display_name":"The Cognitive Reflection Test: familiarity and predictive power in professionals","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2787054643","mag":"2787054643"},"language":"en","primary_location":{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/117968","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/117968","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://mindmodeling.org/cogsci2017/papers/0659/index.html","raw_type":"Conference paper"},"volume":null,"type":"conference-paper","indexed_in":[],"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/A5059458561","display_name":"Matthew B. Welsh","orcid":"https://orcid.org/0000-0002-3605-716X","observed_orcids":["https://orcid.org/0000-0002-3605-716X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew Welsh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5071713829","display_name":"Steve Begg","orcid":"https://orcid.org/0000-0003-3329-9064","observed_orcids":["https://orcid.org/0000-0003-3329-9064"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steve Begg","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3329-9064","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2824,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85253456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/cognitive-reflection-test","display_name":"Cognitive Reflection Test","score":0.9380000233650208},{"id":"https://openalex.org/keywords/familiarity-effects","display_name":"familiarity effects","score":0.49300000071525574},{"id":"https://openalex.org/keywords/test-familiarity","display_name":"test familiarity","score":0.4519999921321869},{"id":"https://openalex.org/keywords/predictive-validity","display_name":"predictive validity","score":0.7059999704360962},{"id":"https://openalex.org/keywords/geoscientists","display_name":"geoscientists","score":0.8930000066757202}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5982067584991455},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.5594056844711304},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.552100658416748},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5472540259361267},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5424630641937256},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.5252801179885864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21189260482788086},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.09508812427520752},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06501439213752747},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.057388246059417725},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/117968","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/117968","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://mindmodeling.org/cogsci2017/papers/0659/index.html","raw_type":"Conference paper"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt0mg0k0mg","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/0mg0k0mg","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 39, iss 0","raw_type":"article"},{"id":"mag:2787054643","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/cogsci/cogsci2017.html#WelshB17","pdf_url":null,"source":{"id":"https://openalex.org/S78735424","display_name":"Cognitive Science","issn_l":"0364-0213","issn":["0364-0213","1551-6709"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","erih-plus","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Cognitive Science","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W158727920","https://openalex.org/W1492503486","https://openalex.org/W1965740984","https://openalex.org/W1972320590","https://openalex.org/W1995081088","https://openalex.org/W1997480541","https://openalex.org/W2081056419","https://openalex.org/W2133469585","https://openalex.org/W2161080627","https://openalex.org/W2163662064","https://openalex.org/W2295240247","https://openalex.org/W2302521008","https://openalex.org/W2512223493","https://openalex.org/W2752099845"],"related_works":["https://openalex.org/W2893119188","https://openalex.org/W2512223493","https://openalex.org/W4409668552","https://openalex.org/W3174030452","https://openalex.org/W7097038999","https://openalex.org/W2302521008","https://openalex.org/W4213117958","https://openalex.org/W2904612995","https://openalex.org/W3121626042","https://openalex.org/W7170218214"],"abstract_inverted_index":{"The":[0],"CRT":[1,49,78,91,98,108],"is":[2,109],"an":[3],"increasingly":[4,27],"well-known":[5],"and":[6,21,58,65,86,122],"used":[7],"test":[8],"of":[9,45,53,71],"biassusceptibility.":[10],"While":[11],"alternatives":[12],"are":[13,105],"being":[14],"developed,":[15],"theoriginal":[16],"remains":[17],"in":[18,36,50,117],"widespread":[19],"use":[20],"this":[22,39],"has":[23],"led":[24],"to":[25,29],"itsbecoming":[26],"familiar":[28],"psychology":[30],"students(Stieger":[31],"&":[32],"Reips,":[33],"2016),":[34],"resulting":[35],"inflated":[37],"scores.Extending":[38],"work,":[40],"we":[41],"measure":[42],"the":[43,48,61,97],"effect":[44],"prior":[46,90],"exposureto":[47],"a":[51,111],"sample":[52],"oil":[54],"industry":[55,87],"professionals.":[56],"Theseengineers":[57],"geoscientists":[59],"completed":[60],"CRT,":[62],"seven":[63],"biastasks":[64],"rated":[66],"their":[67],"familiarity":[68,76],"with":[69],"all":[70],"these.":[72],"Key":[73],"resultswere":[74],"that:":[75],"increased":[77],"scores":[79],"but":[80],"tended":[81],"not":[82,110],"toreduce":[83],"bias":[84],"susceptibility;":[85],"personnel,":[88],"evenwithout":[89],"exposure,":[92],"scored":[93],"very":[94],"highly":[95,118],"on":[96],"-greatly":[99],"reducing":[100],"its":[101],"predictive":[102],"power.":[103],"Conclusions":[104],"that":[106],"thestandard":[107],"useful":[112],"tool":[113],"for":[114],"assessing":[115],"biassusceptibility":[116],"numerate":[119],"professionals":[120],"\u2013":[121],"doublyso":[123],"when":[124],"they":[125],"have":[126],"previously":[127],"been":[128],"exposed.":[129]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2018-02-23T00:00:00"}