{"id":"https://openalex.org/W4247396181","doi":"https://doi.org/10.1093/acprof:oso/9780199744282.003.0001","title":"Homo heuristicus: Why Biased Minds Make Better Inferences","display_name":"Homo heuristicus: Why Biased Minds Make Better Inferences","publication_year":2011,"publication_date":"2011-04-15","ids":{"openalex":"https://openalex.org/W4247396181","doi":"https://doi.org/10.1093/acprof:oso/9780199744282.003.0001"},"language":"en","primary_location":{"id":"doi:10.1093/acprof:oso/9780199744282.003.0001","doi":"https://doi.org/10.1093/acprof:oso/9780199744282.003.0001","is_oa":false,"landing_page_url":"https://doi.org/10.1093/acprof:oso/9780199744282.003.0001","pdf_url":null,"source":{"id":"https://openalex.org/S4306463708","display_name":"Oxford University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heuristics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4205844366","display_name":"Heuristics"},"type":"book-chapter","indexed_in":["crossref"],"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/A5002330321","display_name":"Gerd Gigerenzer","orcid":"https://orcid.org/0000-0002-6163-5419","observed_orcids":["https://orcid.org/0000-0002-6163-5419"]},"institutions":[{"id":"https://openalex.org/I4210120221","display_name":"Max Planck Institute for Human Development","ror":"https://ror.org/02pp7px91","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210120221"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gerd Gigerenzer","raw_affiliation_strings":["Max Planck Institute for Human Development","Max Planck Institute for Human Development, Lentzeal-lee 94, 14195 Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Human Development","institution_ids":["https://openalex.org/I4210120221"]},{"raw_affiliation_string":"Max Planck Institute for Human Development, Lentzeal-lee 94, 14195 Berlin, Germany","institution_ids":["https://openalex.org/I4210120221"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078251011","display_name":"Henry Brighton","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210120221","display_name":"Max Planck Institute for Human Development","ror":"https://ror.org/02pp7px91","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210120221"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Henry Brighton","raw_affiliation_strings":["Max Planck Institute for Human Development"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Human Development","institution_ids":["https://openalex.org/I4210120221"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002330321"],"corresponding_institution_ids":["https://openalex.org/I4210120221"],"apc_list":null,"apc_paid":null,"fwci":12.6303,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.98846154,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2","last_page":"26"},"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":0.000699999975040555,"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/T14394","display_name":"Cognitive Science and Education Research","score":9.999999747378752e-05,"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/heuristics","display_name":"heuristics","score":0.9679999947547913},{"id":"https://openalex.org/keywords/ecological-rationality","display_name":"ecological rationality","score":0.9679999947547913},{"id":"https://openalex.org/keywords/adaptive-toolbox","display_name":"adaptive toolbox","score":0.6899999976158142},{"id":"https://openalex.org/keywords/cognitive-bias","display_name":"cognitive biases","score":0.546999990940094},{"id":"https://openalex.org/keywords/inference-accuracy","display_name":"inference accuracy","score":0.609000027179718},{"id":"https://openalex.org/keywords/individual-differences","display_name":"individual differences","score":0.625},{"id":"https://openalex.org/keywords/uncertainty","display_name":"uncertainty","score":0.33799999952316284}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.9424693584442139},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6998170614242554},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.6789446473121643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6768443584442139},{"id":"https://openalex.org/C139475501","wikidata":"https://www.wikidata.org/wiki/Q17081866","display_name":"Social heuristics","level":4,"score":0.6396681070327759},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.501331090927124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4883982539176941},{"id":"https://openalex.org/C201717286","wikidata":"https://www.wikidata.org/wiki/Q938185","display_name":"Rationality","level":2,"score":0.47090673446655273},{"id":"https://openalex.org/C58694771","wikidata":"https://www.wikidata.org/wiki/Q814385","display_name":"Bounded rationality","level":2,"score":0.46760880947113037},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43180951476097107},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.41163715720176697},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41075998544692993},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21158143877983093},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10793238878250122},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.09023144841194153},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C25148115","wikidata":"https://www.wikidata.org/wiki/Q304904","display_name":"Social competence","level":3,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C206836424","wikidata":"https://www.wikidata.org/wiki/Q1510761","display_name":"Social change","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/acprof:oso/9780199744282.003.0001","doi":"https://doi.org/10.1093/acprof:oso/9780199744282.003.0001","is_oa":false,"landing_page_url":"https://doi.org/10.1093/acprof:oso/9780199744282.003.0001","pdf_url":null,"source":{"id":"https://openalex.org/S4306463708","display_name":"Oxford University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heuristics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.5199999809265137,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":104,"referenced_works":["https://openalex.org/W534311","https://openalex.org/W253774770","https://openalex.org/W851425675","https://openalex.org/W1506737301","https://openalex.org/W1530041619","https://openalex.org/W1689741634","https://openalex.org/W1728460582","https://openalex.org/W1792494105","https://openalex.org/W1964154547","https://openalex.org/W1966571214","https://openalex.org/W1969656807","https://openalex.org/W1971104722","https://openalex.org/W1984386156","https://openalex.org/W1984588653","https://openalex.org/W1984650685","https://openalex.org/W1990627282","https://openalex.org/W1999297315","https://openalex.org/W2008262013","https://openalex.org/W2009270115","https://openalex.org/W2010133217","https://openalex.org/W2014089538","https://openalex.org/W2014410878","https://openalex.org/W2014684590","https://openalex.org/W2026941875","https://openalex.org/W2040224636","https://openalex.org/W2051980553","https://openalex.org/W2052167135","https://openalex.org/W2052774107","https://openalex.org/W2059135017","https://openalex.org/W2059372149","https://openalex.org/W2070354923","https://openalex.org/W2076118331","https://openalex.org/W2080071010","https://openalex.org/W2081658455","https://openalex.org/W2082436679","https://openalex.org/W2083504765","https://openalex.org/W2087172517","https://openalex.org/W2095683471","https://openalex.org/W2099187491","https://openalex.org/W2104903005","https://openalex.org/W2107426741","https://openalex.org/W2108286413","https://openalex.org/W2109047492","https://openalex.org/W2109110363","https://openalex.org/W2112025013","https://openalex.org/W2112081648","https://openalex.org/W2116736259","https://openalex.org/W2121001250","https://openalex.org/W2122111042","https://openalex.org/W2122541282","https://openalex.org/W2123043494","https://openalex.org/W2125055259","https://openalex.org/W2131931917","https://openalex.org/W2133208030","https://openalex.org/W2137524855","https://openalex.org/W2141984432","https://openalex.org/W2145161351","https://openalex.org/W2145586949","https://openalex.org/W2146798549","https://openalex.org/W2147231083","https://openalex.org/W2148962857","https://openalex.org/W2149291398","https://openalex.org/W2151834591","https://openalex.org/W2152406251","https://openalex.org/W2154164802","https://openalex.org/W2155648416","https://openalex.org/W2156452244","https://openalex.org/W2162286168","https://openalex.org/W2163476003","https://openalex.org/W2165588304","https://openalex.org/W2166163032","https://openalex.org/W2166367303","https://openalex.org/W2167097853","https://openalex.org/W2171033594","https://openalex.org/W2181394713","https://openalex.org/W2332834163","https://openalex.org/W2334811914","https://openalex.org/W2337394005","https://openalex.org/W2503559159","https://openalex.org/W2564451135","https://openalex.org/W2766736793","https://openalex.org/W3016133651","https://openalex.org/W3023492434","https://openalex.org/W3115184262","https://openalex.org/W3126088862","https://openalex.org/W3144900023","https://openalex.org/W3162099472","https://openalex.org/W4212863985","https://openalex.org/W4231302157","https://openalex.org/W4234939387","https://openalex.org/W4242111024","https://openalex.org/W4243845907","https://openalex.org/W4245111852","https://openalex.org/W4245994031","https://openalex.org/W4246105142","https://openalex.org/W4248999032","https://openalex.org/W4249804345","https://openalex.org/W4252584953","https://openalex.org/W4253088388","https://openalex.org/W4253560954","https://openalex.org/W4290182923","https://openalex.org/W4297957988","https://openalex.org/W4388260183","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W186967410","https://openalex.org/W808306134","https://openalex.org/W573781699","https://openalex.org/W7099091784","https://openalex.org/W2096016260","https://openalex.org/W4245994031","https://openalex.org/W41320236","https://openalex.org/W4253222140","https://openalex.org/W582220661","https://openalex.org/W4221058994"],"abstract_inverted_index":{"Heuristics":[0],"are":[1],"efficient":[2],"cognitive":[3,107],"processes":[4],"that":[5,15,25,93,123],"ignore":[6],"information.":[7],"In":[8],"contrast":[9],"to":[10,79],"the":[11,20,39,46,52,55,85,99,106,117,151],"widely":[12],"held":[13],"view":[14],"less":[16,26],"processing":[17,175],"reduces":[18],"accuracy,":[19],"study":[21,53],"of":[22,48,54,58,82,87,91,119,139,150],"heuristics":[23,92],"shows":[24],"information,":[27,153],"computation,":[28],"and":[29,71,98,104,115,131,147,163,173],"time":[30],"can":[31,158],"in":[32,62],"fact":[33],"improve":[34],"accuracy.":[35],"This":[36],"chapter":[37],"reviews":[38],"major":[40],"progress":[41],"made":[42],"so":[43],"far:":[44],"(a)":[45],"discovery":[47],"less-is-more":[49],"effects;":[50],"(b)":[51],"ecological":[56],"rationality":[57],"heuristics,":[59],"which":[60,63],"examines":[61],"environments":[64],"a":[65,88,144,155],"given":[66],"strategy":[67],"succeeds":[68],"or":[69],"fails,":[70],"why;":[72],"(c)":[73],"an":[74,112,120,166],"advancement":[75],"from":[76],"vague":[77],"labels":[78],"computational":[80],"models":[81],"heuristics;":[83],"(d)":[84],"development":[86,118],"systematic":[89],"theory":[90],"identifies":[94],"their":[95],"building":[96],"blocks":[97],"evolved":[100],"capacities":[101],"they":[102],"exploit,":[103],"views":[105],"system":[108],"as":[109],"relying":[110,169],"on":[111,170],"\u201cadaptive":[113],"toolbox;\u201d":[114],"(e)":[116],"empirical":[121],"methodology":[122],"accounts":[124],"for":[125,135],"individual":[126],"differences,":[127],"conducts":[128],"competitive":[129],"tests,":[130],"has":[132,143],"provided":[133],"evidence":[134],"people's":[136],"adaptive":[137],"use":[138],"heuristics.":[140],"Homo":[141],"heuristicus":[142],"biased":[145,156],"mind":[146,157,168],"ignores":[148],"part":[149],"available":[152],"yet":[154],"handle":[159],"uncertainty":[160],"more":[161,171],"efficiently":[162],"robustly":[164],"than":[165],"unbiased":[167],"resource-intensive":[172],"general-purpose":[174],"strategies.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2022-05-12T00:00:00"}
