{"id":"https://openalex.org/W4366593770","doi":"https://doi.org/10.1145/3544548.3580656","title":"\u2018Specially For You\u2019 \u2013 Examining the Barnum Effect\u2019s Influence on the Perceived Quality of System Recommendations","display_name":"\u2018Specially For You\u2019 \u2013 Examining the Barnum Effect\u2019s Influence on the Perceived Quality of System Recommendations","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4366593770","doi":"https://doi.org/10.1145/3544548.3580656"},"language":"en","primary_location":{"id":"doi:10.1145/3544548.3580656","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3580656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","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/A5006555481","display_name":"Pang Suwanaposee","orcid":null},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Pang Suwanaposee","raw_affiliation_strings":["Computer Science and Software Engineering, University of Canterbury, New Zealand"],"raw_orcid":"https://orcid.org/0000-0003-2126-5051","affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, University of Canterbury, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081930058","display_name":"Carl Gutwin","orcid":"https://orcid.org/0000-0003-4470-9495"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Carl Gutwin","raw_affiliation_strings":["University of Saskatchewan, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4470-9495","affiliations":[{"raw_affiliation_string":"University of Saskatchewan, Canada","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083529083","display_name":"Zhe Chen","orcid":"https://orcid.org/0000-0003-3539-4049"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Zhe Chen","raw_affiliation_strings":["School of Psychology, Speech and Hearing, University of Canterbury, New Zealand"],"raw_orcid":"https://orcid.org/0000-0003-3539-4049","affiliations":[{"raw_affiliation_string":"School of Psychology, Speech and Hearing, University of Canterbury, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080181433","display_name":"Andy Cockburn","orcid":"https://orcid.org/0000-0003-1074-4268"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Andy Cockburn","raw_affiliation_strings":["University of Canterbury, New Zealand"],"raw_orcid":"https://orcid.org/0000-0003-1074-4268","affiliations":[{"raw_affiliation_string":"University of Canterbury, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006555481"],"corresponding_institution_ids":["https://openalex.org/I185492890"],"apc_list":null,"apc_paid":null,"fwci":4.1181,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94095172,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9836999773979187,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6680075526237488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4496014714241028},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35645586252212524},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17666006088256836}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6680075526237488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4496014714241028},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35645586252212524},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17666006088256836},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3544548.3580656","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3580656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1797253369","https://openalex.org/W1999754087","https://openalex.org/W2002845989","https://openalex.org/W2009790427","https://openalex.org/W2038568074","https://openalex.org/W2041827301","https://openalex.org/W2052850392","https://openalex.org/W2076664902","https://openalex.org/W2088300158","https://openalex.org/W2094266848","https://openalex.org/W2111659581","https://openalex.org/W2112223757","https://openalex.org/W2112347270","https://openalex.org/W2125330369","https://openalex.org/W2138216384","https://openalex.org/W2585292421","https://openalex.org/W2616867613","https://openalex.org/W2782562781","https://openalex.org/W3044177754","https://openalex.org/W3088663872","https://openalex.org/W3104394646","https://openalex.org/W3124537122","https://openalex.org/W3164442860","https://openalex.org/W3185693672","https://openalex.org/W3186176527","https://openalex.org/W4220868331","https://openalex.org/W4255252141","https://openalex.org/W4288083726","https://openalex.org/W4288083766"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"\u2018Barnum":[1],"effect\u2019":[2],"is":[3],"a":[4,55,123],"psychological":[5],"phenomenon":[6],"under":[7],"which":[8],"people":[9],"assign":[10],"higher":[11],"quality":[12,41,63,102],"ratings":[13],"to":[14,93,138],"personality":[15],"descriptions":[16,24],"developed":[17],"\u2018specially":[18],"for":[19,70,104],"you\u2019":[20],"than":[21],"the":[22,39,61,77,94,147],"same":[23],"described":[25],"as":[26,86],"\u2018generally":[27],"true":[28],"of":[29,42,64,118],"people.\u2019":[30],"This":[31],"effect":[32,137],"suggests":[33],"that":[34,47,59,115,130],"recommender":[35],"interfaces":[36],"could":[37],"elevate":[38],"perceived":[40,62,127],"recommendations":[43,69,79],"simply":[44],"by":[45],"indicating":[46],"they":[48],"are":[49],"explicitly":[50],"personalised.":[51],"We":[52],"therefore":[53],"conducted":[54],"crowd-sourced":[56],"experiment":[57],"(n=492)":[58],"examined":[60],"personalised":[65,89,105],"versus":[66],"non-personalised":[67],"movie":[68],"good":[71],"and":[72,82,129],"bad":[73],"movies":[74],"\u2013":[75],"importantly,":[76],"actual":[78],"were":[80,83],"identical,":[81],"merely":[84],"presented":[85],"being":[87],"either":[88],"or":[90],"not.":[91],"Contrary":[92],"Barnum":[95],"effect,":[96],"results":[97],"showed":[98],"numerically":[99],"lower":[100],"mean":[101],"scores":[103],"recommendations,":[106],"but":[107],"with":[108],"no":[109],"significant":[110],"difference.":[111],"Our":[112],"findings":[113],"suggest":[114],"Barnum-like":[116],"effects":[117],"personalisation":[119],"have":[120],"at":[121],"most":[122],"small":[124],"influence":[125],"on":[126,135],"quality,":[128],"designers":[131],"should":[132],"not":[133],"rely":[134],"this":[136],"improve":[139],"user":[140],"experience":[141],"(despite":[142],"online":[143],"design":[144],"guidance":[145],"suggesting":[146],"opposite).":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
