{"id":"https://openalex.org/W3049217469","doi":"https://doi.org/10.1037/pag0000567","title":"Age-dependent statistical learning trajectories reveal differences in information weighting.","display_name":"Age-dependent statistical learning trajectories reveal differences in information weighting.","publication_year":2020,"publication_date":"2020-08-13","ids":{"openalex":"https://openalex.org/W3049217469","doi":"https://doi.org/10.1037/pag0000567","mag":"3049217469","pmid":"https://pubmed.ncbi.nlm.nih.gov/32790456"},"language":"en","primary_location":{"id":"doi:10.1037/pag0000567","doi":"https://doi.org/10.1037/pag0000567","is_oa":false,"landing_page_url":"https://doi.org/10.1037/pag0000567","pdf_url":null,"source":{"id":"https://openalex.org/S55618883","display_name":"Psychology and Aging","issn_l":"0882-7974","issn":["0882-7974","1939-1498"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","erih-plus","jufo-3","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":"Psychology and Aging","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.31234/osf.io/kuy6p","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036151479","display_name":"Steffen A. Herff","orcid":"https://orcid.org/0000-0001-8396-1306","observed_orcids":["https://orcid.org/0000-0001-8396-1306"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steffen A. Herff","raw_affiliation_strings":["Digital and Cognitive Musicology Lab"],"raw_orcid":"https://orcid.org/0000-0001-8396-1306","affiliations":[{"raw_affiliation_string":"Digital and Cognitive Musicology Lab","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088449938","display_name":"Shanshan Zhen","orcid":"https://orcid.org/0000-0002-0732-9429","observed_orcids":["https://orcid.org/0000-0002-0732-9429"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shanshan Zhen","raw_affiliation_strings":["Department of Psychology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009444027","display_name":"Rongjun Yu","orcid":"https://orcid.org/0000-0003-0123-1524","observed_orcids":["https://orcid.org/0000-0003-0123-1524"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rongjun Yu","raw_affiliation_strings":["Department of Psychology"],"raw_orcid":"https://orcid.org/0000-0003-0123-1524","affiliations":[{"raw_affiliation_string":"Department of Psychology","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078786239","display_name":"Kat Agres","orcid":"https://orcid.org/0000-0001-7260-2447","observed_orcids":["https://orcid.org/0000-0001-7260-2447"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kat R. Agres","raw_affiliation_strings":["Yong Siew Toh Conservatory of Music"],"raw_orcid":"https://orcid.org/0000-0001-7260-2447","affiliations":[{"raw_affiliation_string":"Yong Siew Toh Conservatory of Music","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5157,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85165034,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"35","issue":"8","first_page":"1090","last_page":"1104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11265","display_name":"Aging and Gerontology Research","score":0.33149999380111694,"subfield":{"id":"https://openalex.org/subfields/3206","display_name":"Neuropsychology and Physiological 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/T11265","display_name":"Aging and Gerontology Research","score":0.33149999380111694,"subfield":{"id":"https://openalex.org/subfields/3206","display_name":"Neuropsychology and Physiological 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":0.2085999995470047,"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/T10918","display_name":"Memory Processes and Influences","score":0.13019999861717224,"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/statistical-learning","display_name":"statistical learning","score":0.9929999709129333},{"id":"https://openalex.org/keywords/age-differences","display_name":"age differences","score":0.6940000057220459},{"id":"https://openalex.org/keywords/information-weighting","display_name":"information weighting","score":0.9169999957084656},{"id":"https://openalex.org/keywords/older-adults","display_name":"older adults","score":0.6570000052452087},{"id":"https://openalex.org/keywords/young-adults","display_name":"young adults","score":0.7009999752044678},{"id":"https://openalex.org/keywords/behavioral-adaptation","display_name":"behavioral adaptation","score":0.7950000166893005},{"id":"https://openalex.org/keywords/prediction-error","display_name":"prediction error","score":0.5210000276565552},{"id":"https://openalex.org/keywords/learning-trajectories","display_name":"learning trajectories","score":0.5450000166893005}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7894823551177979},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6407561302185059},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.6271213293075562},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4239365756511688},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4179554879665375},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.37239086627960205},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2986915111541748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25690263509750366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.09592878818511963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08059632778167725},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000367","descriptor_name":"Age Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066275","descriptor_name":"Health Information Exchange","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1037/pag0000567","doi":"https://doi.org/10.1037/pag0000567","is_oa":false,"landing_page_url":"https://doi.org/10.1037/pag0000567","pdf_url":null,"source":{"id":"https://openalex.org/S55618883","display_name":"Psychology and Aging","issn_l":"0882-7974","issn":["0882-7974","1939-1498"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","erih-plus","jufo-3","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":"Psychology and Aging","raw_type":"journal-article"},{"id":"doi:10.31234/osf.io/kuy6p","doi":"https://doi.org/10.31234/osf.io/kuy6p","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/kuy6p","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmid:32790456","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32790456","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":"Psychology and aging","raw_type":"Journal Article"},{"id":"pmh:oai:infoscience.epfl.ch:282403","doi":null,"is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/174288","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"research article"},{"id":"pmh:oai:share.osf.io:E0188-73D-098","doi":null,"is_oa":false,"landing_page_url":"http://doi.org/10.31234/OSF.IO/KUY6P","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"preprint"}],"best_oa_location":{"id":"doi:10.31234/osf.io/kuy6p","doi":"https://doi.org/10.31234/osf.io/kuy6p","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/kuy6p","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2540001255","display_name":null,"funder_award_id":"MOE2016-T2-1\u2013015","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"}],"funders":[{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1971931143","https://openalex.org/W1972425847","https://openalex.org/W1987640662","https://openalex.org/W1995982951","https://openalex.org/W2000215928","https://openalex.org/W2008062633","https://openalex.org/W2025539352","https://openalex.org/W2037137939","https://openalex.org/W2056759264","https://openalex.org/W2089651150","https://openalex.org/W2102198428","https://openalex.org/W2141845152","https://openalex.org/W2162280413","https://openalex.org/W2507560271","https://openalex.org/W2581526324","https://openalex.org/W2615444509","https://openalex.org/W4243370612"],"related_works":["https://openalex.org/W3170886795","https://openalex.org/W7166661935","https://openalex.org/W2410625481","https://openalex.org/W4384818730","https://openalex.org/W4237580545","https://openalex.org/W1125533959","https://openalex.org/W4233148517","https://openalex.org/W3216033540","https://openalex.org/W4323652828","https://openalex.org/W2133481182"],"abstract_inverted_index":{"Statistical":[0],"learning":[1,36,49,61,89,111],"(SL)":[2],"is":[3,19,29],"the":[4,14,113,122,171],"ability":[5,17],"to":[6,101],"generate":[7],"predictions":[8],"based":[9],"on":[10,27],"probabilistic":[11,79],"dependencies":[12],"in":[13,37,55,60,73,77,108,112,121,127,130],"environment,":[15],"an":[16],"that":[18],"present":[20,114],"throughout":[21],"life.":[22],"The":[23,45],"effect":[24],"of":[25,86,124,170],"aging":[26],"SL":[28,80],"still":[30],"unclear.":[31],"Here,":[32],"we":[33],"explore":[34,102],"statistical":[35],"healthy":[38],"adults":[39,72,133,156],"(40":[40],"younger":[41,69],"and":[42,51,70,110,167],"40":[43],"older).":[44],"novel":[46],"paradigm":[47],"tracks":[48],"trajectories":[50],"shows":[52],"age-related":[53,106],"differences":[54,67,107,126],"overall":[56],"performance,":[57],"yet":[58],"similarities":[59],"rates.":[62],"Bayesian":[63],"models":[64,85],"reveal":[65],"further":[66],"between":[68],"older":[71,155],"dealing":[74],"with":[75],"uncertainty":[76],"this":[78],"task.":[81,115],"We":[82],"test":[83],"computational":[84],"three":[87],"different":[88],"strategies:":[90],"(1)":[91],"Win-Stay,":[92],"Lose-Shift,":[93],"(2)":[94],"Delta":[95],"Rule":[96],"Learning,":[97],"(3)":[98],"Information":[99],"Weights":[100],"whether":[103],"they":[104],"capture":[105],"performance":[109],"A":[116],"likely":[117],"candidate":[118],"mechanism":[119],"emerges":[120],"form":[123],"age-dependent":[125],"information":[128,153],"weights,":[129,154],"which":[131],"young":[132],"more":[134,151,165],"readily":[135],"change":[136],"their":[137],"behavior,":[138],"but":[139,150,161],"also":[140],"show":[141,157],"disproportionally":[142],"strong":[143],"reactions":[144],"towards":[145],"erroneous":[146],"predictions.":[147],"With":[148],"lower":[149],"balanced":[152],"slower":[158],"behavioral":[159],"adaptation":[160],"eventually":[162],"arrive":[163],"at":[164],"stable":[166],"accurate":[168],"representations":[169],"underlying":[172],"transitional":[173],"probability":[174],"matrix.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2020-08-21T00:00:00"}
