{"id":"https://openalex.org/W2089637801","doi":"https://doi.org/10.1037/0894-4105.21.5.621","title":"Probability matching involves rule-generating ability: A neuropsychological mechanism dealing with probabilities.","display_name":"Probability matching involves rule-generating ability: A neuropsychological mechanism dealing with probabilities.","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2089637801","doi":"https://doi.org/10.1037/0894-4105.21.5.621","mag":"2089637801","pmid":"https://pubmed.ncbi.nlm.nih.gov/17784810"},"language":"en","primary_location":{"id":"doi:10.1037/0894-4105.21.5.621","doi":"https://doi.org/10.1037/0894-4105.21.5.621","is_oa":false,"landing_page_url":"https://doi.org/10.1037/0894-4105.21.5.621","pdf_url":null,"source":{"id":"https://openalex.org/S97426521","display_name":"Neuropsychology","issn_l":"0894-4105","issn":["0894-4105","1931-1559"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","erih-plus","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320262","host_organization_name":"American Psychological Association","host_organization_lineage":["https://openalex.org/P4310320262"],"host_organization_lineage_names":["American Psychological Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuropsychology","raw_type":"journal-article"},"volume":null,"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/A5008169039","display_name":"Jes\u00fas Unturbe","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jes\u00fas Unturbe","raw_affiliation_strings":["Departament de Psiquiatria i Psicobiologia Clinica, University of Barcelona, Spain. unturbe@telefonica.net","Departament de Psiquiatria i Psicobiologia Clinica, University of Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departament de Psiquiatria i Psicobiologia Clinica, University of Barcelona, Spain. unturbe@telefonica.net","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Departament de Psiquiatria i Psicobiologia Clinica, University of Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031489786","display_name":"Josep Corominas","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Josep Corominas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2426,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.87378115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"21","issue":"5","first_page":"621","last_page":"630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.8202999830245972,"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":0.8202999830245972,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.1785999983549118,"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"}},{"id":"https://openalex.org/T14394","display_name":"Cognitive Science and Education Research","score":0.00019999999494757503,"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/probability-matching","display_name":"probability matching","score":0.9990000128746033},{"id":"https://openalex.org/keywords/rule-generation","display_name":"rule generation","score":0.9160000085830688},{"id":"https://openalex.org/keywords/hypothesis-testing","display_name":"hypothesis testing","score":0.6679999828338623},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.6690000295639038},{"id":"https://openalex.org/keywords/reinforcement-contingencies","display_name":"reinforcement contingencies","score":0.6949999928474426},{"id":"https://openalex.org/keywords/irrationality","display_name":"irrationality","score":0.7860000133514404},{"id":"https://openalex.org/keywords/reaction-time","display_name":"reaction time","score":0.5120000243186951},{"id":"https://openalex.org/keywords/probabilistic-decision-making","display_name":"probabilistic decision making","score":0.5099999904632568}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7197253704071045},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.7056610584259033},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.6658191680908203},{"id":"https://openalex.org/C2777019708","wikidata":"https://www.wikidata.org/wiki/Q1412340","display_name":"Irrationality","level":3,"score":0.6094492673873901},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5998033881187439},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5916017889976501},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5178216099739075},{"id":"https://openalex.org/C97508593","wikidata":"https://www.wikidata.org/wiki/Q1359069","display_name":"Contingency","level":2,"score":0.506032407283783},{"id":"https://openalex.org/C14216870","wikidata":"https://www.wikidata.org/wiki/Q3872","display_name":"Neuropsychology","level":3,"score":0.4997899532318115},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.4771444499492645},{"id":"https://openalex.org/C75455068","wikidata":"https://www.wikidata.org/wiki/Q1455566","display_name":"Frequentist probability","level":3,"score":0.41659337282180786},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.37078791856765747},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35518017411231995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30522066354751587},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.2807430922985077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26065492630004883},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.238538920879364},{"id":"https://openalex.org/C201717286","wikidata":"https://www.wikidata.org/wiki/Q938185","display_name":"Rationality","level":2,"score":0.16826215386390686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14621755480766296},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","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":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009483","descriptor_name":"Neuropsychological Tests","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017063","descriptor_name":"Outcome Assessment, Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1037/0894-4105.21.5.621","doi":"https://doi.org/10.1037/0894-4105.21.5.621","is_oa":false,"landing_page_url":"https://doi.org/10.1037/0894-4105.21.5.621","pdf_url":null,"source":{"id":"https://openalex.org/S97426521","display_name":"Neuropsychology","issn_l":"0894-4105","issn":["0894-4105","1931-1559"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","erih-plus","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320262","host_organization_name":"American Psychological Association","host_organization_lineage":["https://openalex.org/P4310320262"],"host_organization_lineage_names":["American Psychological Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuropsychology","raw_type":"journal-article"},{"id":"pmid:17784810","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/17784810","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,"listed_in":[],"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":"Neuropsychology","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W60692602","https://openalex.org/W1493510335","https://openalex.org/W1520365513","https://openalex.org/W1587606825","https://openalex.org/W1734631470","https://openalex.org/W1853319131","https://openalex.org/W2053293311","https://openalex.org/W2112914985","https://openalex.org/W2808339913","https://openalex.org/W2911335841"],"related_works":["https://openalex.org/W7099829979","https://openalex.org/W2005033043","https://openalex.org/W2006938471","https://openalex.org/W7100693830","https://openalex.org/W6950295870","https://openalex.org/W7097378549","https://openalex.org/W913888475","https://openalex.org/W2104463177","https://openalex.org/W6912777452","https://openalex.org/W2163612855"],"abstract_inverted_index":{"Probability":[0],"matching":[1,18,82,101],"is":[2,19,135],"a":[3,49,107],"nonoptimal":[4],"strategy":[5,83],"consisting":[6],"of":[7,126],"selecting":[8],"each":[9],"alternative":[10],"in":[11,24],"proportion":[12],"to":[13,21],"its":[14],"reinforcement":[15],"contingency.":[16],"However,":[17],"related":[20],"hypothesis":[22],"testing":[23],"an":[25],"incidental,":[26],"marginal,":[27],"and":[28,65,84,102,132],"methodologically":[29],"disperse":[30],"manner.":[31],"Although":[32],"some":[33,117],"authors":[34],"take":[35],"it":[36],"for":[37,110],"granted,":[38],"the":[39,55,75,80,120,127],"relationship":[40,98],"has":[41],"not":[42,93],"been":[43],"demonstrated.":[44],"Fifty-eight":[45],"healthy":[46],"participants":[47],"performed":[48],"modified,":[50],"bias-free":[51],"probabilistic":[52],"two-choice":[53],"task,":[54],"Simple":[56],"Prediction":[57],"Task":[58],"(SPT).":[59],"Self-reported":[60],"spurious":[61],"rules":[62,78],"were":[63,85],"recorded":[64],"then":[66],"graded":[67],"by":[68],"two":[69],"independent":[70],"judges.":[71],"Participants":[72],"who":[73,91],"produced":[74],"most":[76],"complex":[77],"selected":[79],"probability":[81,100],"therefore":[86],"less":[87],"successful":[88],"than":[89],"those":[90],"did":[92],"produce":[94],"rules.":[95],"The":[96,124],"close":[97],"between":[99],"rule":[103],"generating":[104],"makes":[105],"SPT":[106],"complementary":[108],"instrument":[109],"studying":[111],"decision":[112],"making,":[113],"which":[114],"might":[115],"throw":[116],"light":[118],"on":[119],"debate":[121],"about":[122],"irrationality.":[123],"importance":[125],"reaction":[128],"times,":[129],"both":[130],"before":[131],"after":[133],"responding,":[134],"also":[136],"discussed.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
