{"id":"https://openalex.org/W2032955647","doi":"https://doi.org/10.1371/journal.pcbi.1004030","title":"Anticipation and Choice Heuristics in the Dynamic Consumption of Pain Relief","display_name":"Anticipation and Choice Heuristics in the Dynamic Consumption of Pain Relief","publication_year":2015,"publication_date":"2015-03-20","ids":{"openalex":"https://openalex.org/W2032955647","doi":"https://doi.org/10.1371/journal.pcbi.1004030","mag":"2032955647","pmid":"https://pubmed.ncbi.nlm.nih.gov/25793302"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1004030","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004030","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004030&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004030&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048889229","display_name":"Giles W. Story","orcid":"https://orcid.org/0000-0001-7578-4426"},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Giles W. Story","raw_affiliation_strings":["Centre for Health Policy, Institute of Global Health Innovation, Imperial College London, London, United Kingdom; Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom","Centre for Health Policy, Institute of Global Health Innovation, Imperial College London, London, United Kingdom","Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Policy, Institute of Global Health Innovation, Imperial College London, London, United Kingdom; Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom","institution_ids":[]},{"raw_affiliation_string":"Centre for Health Policy, Institute of Global Health Innovation, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I165524941","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111428036","display_name":"Ivo Vlaev","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ivo Vlaev","raw_affiliation_strings":["Warwick Business School, University of Warwick, Coventry, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warwick Business School, University of Warwick, Coventry, United Kingdom","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075063030","display_name":"Peter Dayan","orcid":"https://orcid.org/0000-0003-3476-1839"},"institutions":[{"id":"https://openalex.org/I4210115172","display_name":"Oxford Centre for Computational Neuroscience","ror":"https://ror.org/026ejyb70","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210115172"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Dayan","raw_affiliation_strings":["Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I4210115172","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011993307","display_name":"Ben Seymour","orcid":"https://orcid.org/0000-0003-1724-5832"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["GB","JP"],"is_corresponding":false,"raw_author_name":"Ben Seymour","raw_affiliation_strings":["Center for Information and Neural Networks, National Institute for Information and Communications Technology, Osaka, Japan; Computational and Biological Learning Laboratory, Department of Engineering, University of Cambridge, Cambridge, United Kingdom","Computational and Biological Learning Laboratory, Department of Engineering, University of Cambridge, Cambridge, United Kingdom","Center for Information and Neural Networks, National Institute for Information and Communications Technology, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information and Neural Networks, National Institute for Information and Communications Technology, Osaka, Japan; Computational and Biological Learning Laboratory, Department of Engineering, University of Cambridge, Cambridge, United Kingdom","institution_ids":[]},{"raw_affiliation_string":"Computational and Biological Learning Laboratory, Department of Engineering, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Center for Information and Neural Networks, National Institute for Information and Communications Technology, Osaka, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055785355","display_name":"Ara Darzi","orcid":"https://orcid.org/0000-0001-7815-7989"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ara Darzi","raw_affiliation_strings":["Centre for Health Policy, Institute of Global Health Innovation, Imperial College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Policy, Institute of Global Health Innovation, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026197656","display_name":"Raymond J. Dolan","orcid":"https://orcid.org/0000-0001-9356-761X"},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raymond J. Dolan","raw_affiliation_strings":["Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I165524941","https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048889229"],"corresponding_institution_ids":["https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I47508984"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":1853,"currency":"EUR","value_usd":1998},"fwci":2.7441,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.8986637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"3","first_page":"e1004030","last_page":"e1004030"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9983000159263611,"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":0.9983000159263611,"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/T10841","display_name":"Economic and Environmental Valuation","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.9901000261306763,"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/heuristics","display_name":"Heuristics","score":0.8992673754692078},{"id":"https://openalex.org/keywords/anticipation","display_name":"Anticipation (artificial intelligence)","score":0.7382203340530396},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6503876447677612},{"id":"https://openalex.org/keywords/normative","display_name":"Normative","score":0.6273224353790283},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5647197961807251},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5409587025642395},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5330708622932434},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.47933778166770935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44838428497314453},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4392448365688324},{"id":"https://openalex.org/keywords/pain-relief","display_name":"Pain relief","score":0.4259069561958313},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.37218382954597473},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.33176112174987793},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.32970529794692993},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21639004349708557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.180970698595047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1551308035850525}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8992673754692078},{"id":"https://openalex.org/C176777502","wikidata":"https://www.wikidata.org/wiki/Q4774623","display_name":"Anticipation (artificial intelligence)","level":2,"score":0.7382203340530396},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6503876447677612},{"id":"https://openalex.org/C44725695","wikidata":"https://www.wikidata.org/wiki/Q288156","display_name":"Normative","level":2,"score":0.6273224353790283},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5647197961807251},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5409587025642395},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5330708622932434},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.47933778166770935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44838428497314453},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4392448365688324},{"id":"https://openalex.org/C2993247534","wikidata":"https://www.wikidata.org/wiki/Q621261","display_name":"Pain relief","level":2,"score":0.4259069561958313},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.37218382954597473},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.33176112174987793},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32970529794692993},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21639004349708557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.180970698595047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1551308035850525},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000066506","descriptor_name":"Heuristics","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000066506","descriptor_name":"Heuristics","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000066506","descriptor_name":"Heuristics","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000066506","descriptor_name":"Heuristics","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000066506","descriptor_name":"Heuristics","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"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":"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":"D008297","descriptor_name":"Male","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":"D008297","descriptor_name":"Male","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":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D010146","descriptor_name":"Pain","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059031","descriptor_name":"Anticipation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D059031","descriptor_name":"Anticipation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D059031","descriptor_name":"Anticipation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D059031","descriptor_name":"Anticipation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D059031","descriptor_name":"Anticipation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D059408","descriptor_name":"Pain Management","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D059408","descriptor_name":"Pain Management","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D059408","descriptor_name":"Pain Management","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D059408","descriptor_name":"Pain Management","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D059408","descriptor_name":"Pain Management","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false}],"locations_count":12,"locations":[{"id":"doi:10.1371/journal.pcbi.1004030","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004030","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004030&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:25793302","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25793302","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:wrap.warwick.ac.uk:66968","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:RePEc:plo:pcbi00:1004030","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004030","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:f05fe733521841bcb05140d28e519f2d","is_oa":true,"landing_page_url":"https://doaj.org/article/f05fe733521841bcb05140d28e519f2d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 11, Iss 3, p e1004030 (2015)","raw_type":"article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1464491","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1464491/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   PLoS Comput Biol , 11  (3)    , Article e1004030 . (2015)      ","raw_type":"Article"},{"id":"pmh:oai:europepmc.org:3337805","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4368544","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/1345560","is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/_Anticipation_and_Choice_Heuristics_in_the_Dynamic_Consumption_of_Pain_Relief_/1345560","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},{"id":"pmh:oai:generic.eprints.org:673662","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/673662/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pure.mpg.de:item_2573203","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0001-155B-2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.mpg.de:item_3018578","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0002-C32B-2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/44616","is_oa":true,"landing_page_url":"http://hdl.handle.net/10044/1/44616","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"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":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1004030","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004030","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004030&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G5819930391","display_name":null,"funder_award_id":"091593/Z/10/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2032955647.pdf","grobid_xml":"https://content.openalex.org/works/W2032955647.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W41320236","https://openalex.org/W83513414","https://openalex.org/W601936712","https://openalex.org/W1487074239","https://openalex.org/W1511413465","https://openalex.org/W1538097172","https://openalex.org/W1629317078","https://openalex.org/W1711317111","https://openalex.org/W1753530308","https://openalex.org/W1847236181","https://openalex.org/W1940125709","https://openalex.org/W1968837237","https://openalex.org/W1996296330","https://openalex.org/W1997797003","https://openalex.org/W1998503232","https://openalex.org/W2000026342","https://openalex.org/W2002444764","https://openalex.org/W2002641189","https://openalex.org/W2002818210","https://openalex.org/W2006619603","https://openalex.org/W2006841340","https://openalex.org/W2009939649","https://openalex.org/W2016223861","https://openalex.org/W2024991751","https://openalex.org/W2026615391","https://openalex.org/W2046254534","https://openalex.org/W2049517076","https://openalex.org/W2055265054","https://openalex.org/W2063553039","https://openalex.org/W2064037357","https://openalex.org/W2082018848","https://openalex.org/W2088376665","https://openalex.org/W2091449145","https://openalex.org/W2094104200","https://openalex.org/W2094627014","https://openalex.org/W2095095223","https://openalex.org/W2096611693","https://openalex.org/W2099597305","https://openalex.org/W2106600012","https://openalex.org/W2107406322","https://openalex.org/W2117779736","https://openalex.org/W2118052532","https://openalex.org/W2118231872","https://openalex.org/W2128521145","https://openalex.org/W2130954955","https://openalex.org/W2133469585","https://openalex.org/W2134235713","https://openalex.org/W2135574561","https://openalex.org/W2142477850","https://openalex.org/W2145107370","https://openalex.org/W2157156222","https://openalex.org/W2157244121","https://openalex.org/W2159292941","https://openalex.org/W2165893637","https://openalex.org/W2166741051","https://openalex.org/W2168922309","https://openalex.org/W2169000039","https://openalex.org/W3011865677","https://openalex.org/W3124559569","https://openalex.org/W3125528814","https://openalex.org/W3125847176","https://openalex.org/W3139935044","https://openalex.org/W4205844366","https://openalex.org/W4211177544","https://openalex.org/W4214872719","https://openalex.org/W4246892532","https://openalex.org/W4298445721","https://openalex.org/W6601366451","https://openalex.org/W6632413607","https://openalex.org/W6636734326","https://openalex.org/W6637446550","https://openalex.org/W6650816977","https://openalex.org/W7071251858"],"related_works":["https://openalex.org/W2037802808","https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W2007032764","https://openalex.org/W803550684","https://openalex.org/W2483226803","https://openalex.org/W3143937874","https://openalex.org/W4312926500","https://openalex.org/W2067280619","https://openalex.org/W4251343851"],"abstract_inverted_index":{"Humans":[0],"frequently":[1],"need":[2],"to":[3,17,90],"allocate":[4],"resources":[5],"across":[6,105],"multiple":[7],"time-steps.":[8],"Economic":[9],"theory":[10],"proposes":[11],"that":[12,120,140],"subjects":[13,163],"do":[14],"so":[15],"according":[16],"a":[18,63,147],"stable":[19],"set":[20],"of":[21,28,34,62,66,110,149,157],"intertemporal":[22],"preferences,":[23],"but":[24],"the":[25,32,55,76,81,101,112,130,141,160,166],"computational":[26],"demands":[27],"such":[29],"decisions":[30,47],"encourage":[31],"use":[33],"formally":[35],"less":[36,116],"competent":[37],"heuristics.":[38],"Few":[39],"empirical":[40],"studies":[41],"have":[42],"examined":[43],"dynamic":[44,56,136],"resource":[45],"allocation":[46],"systematically.":[48],"Here":[49],"we":[50],"conducted":[51],"an":[52],"experiment":[53],"involving":[54,152],"consumption":[57,142],"over":[58],"approximately":[59],"15":[60],"minutes":[61],"limited":[64],"budget":[65],"relief":[67,99,104,158],"from":[68],"moderately":[69],"painful":[70,83],"stimuli.":[71],"We":[72,138],"had":[73],"previously":[74],"elicited":[75],"participants'":[77],"time":[78],"preferences":[79],"for":[80],"same":[82],"stimuli":[84],"in":[85],"one-off":[86,134],"choices,":[87],"allowing":[88],"us":[89],"assess":[91],"self-consistency.":[92],"Participants":[93],"exhibited":[94],"three":[95],"characteristic":[96],"behaviors:":[97],"saving":[98,156],"until":[100,159],"end,":[102,161],"spreading":[103,154],"time,":[106],"and":[107,135],"early":[108],"spending,":[109],"which":[111],"last":[113,167],"was":[114,122],"markedly":[115],"prominent.":[117],"The":[118],"likelihood":[119],"behavior":[121],"heuristic":[123],"rather":[124],"than":[125],"normative":[126],"is":[127],"suggested":[128],"by":[129],"weak":[131],"correspondence":[132],"between":[133],"choices.":[137],"show":[139],"choices":[143],"are":[144],"consistent":[145],"with":[146,162],"combination":[148],"simple":[150],"heuristics":[151],"early-spending,":[153],"or":[155],"predominantly":[164],"exhibiting":[165],"two.":[168]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}