{"id":"https://openalex.org/W4221126567","doi":"https://doi.org/10.1515/roms-2021-0086","title":"Revisiting the Recent History of Consumer Behavior in Marketing Journals: A Topic Modeling Perspective","display_name":"Revisiting the Recent History of Consumer Behavior in Marketing Journals: A Topic Modeling Perspective","publication_year":2022,"publication_date":"2022-03-16","ids":{"openalex":"https://openalex.org/W4221126567","doi":"https://doi.org/10.1515/roms-2021-0086"},"language":"en","primary_location":{"id":"doi:10.1515/roms-2021-0086","doi":"https://doi.org/10.1515/roms-2021-0086","is_oa":false,"landing_page_url":"https://doi.org/10.1515/roms-2021-0086","pdf_url":null,"source":{"id":"https://openalex.org/S69604123","display_name":"Review of Marketing Science","issn_l":"1546-5616","issn":["1546-5616","2194-5985"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","erih-plus","norway-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Review of Marketing Science","raw_type":"journal-article"},"volume":null,"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/A5050975828","display_name":"Tu\u011f\u00e7e Ozansoy \u00c7ad\u0131rc\u0131","orcid":"https://orcid.org/0000-0002-7370-7504","observed_orcids":["https://orcid.org/0000-0002-7370-7504"]},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Tugce Ozansoy \u00c7ad\u0131rc\u0131","raw_affiliation_strings":["Yildiz Technical University , Y\u0131ld\u0131z Teknik \u00dcniversitesi \u0130ktisadi ve \u0130dari Bilimler Fak\u00fcltesi \u0130\u015fletme B\u00f6l\u00fcm\u00fc , Davutpa\u015fa Kamp\u00fcs\u00fc Davutpa\u015fa , Istanbul , Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7370-7504","affiliations":[{"raw_affiliation_string":"Yildiz Technical University , Y\u0131ld\u0131z Teknik \u00dcniversitesi \u0130ktisadi ve \u0130dari Bilimler Fak\u00fcltesi \u0130\u015fletme B\u00f6l\u00fcm\u00fc , Davutpa\u015fa Kamp\u00fcs\u00fc Davutpa\u015fa , Istanbul , Turkey","institution_ids":["https://openalex.org/I4101805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050975828"],"corresponding_institution_ids":["https://openalex.org/I4101805"],"apc_list":{"value":2000,"currency":"EUR","value_usd":2107},"apc_paid":null,"fwci":1.7983,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87155527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"20","issue":"1","first_page":"113","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.3246999979019165,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.3246999979019165,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.19519999623298645,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12807","display_name":"Consumer Behavior and Market Dynamics","score":0.13619999587535858,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/consumer-behavior-research","display_name":"consumer behavior research","score":0.9210000038146973},{"id":"https://openalex.org/keywords/research-trends","display_name":"research trends","score":0.6620000004768372},{"id":"https://openalex.org/keywords/marketing-journals","display_name":"marketing journals","score":0.7260000109672546},{"id":"https://openalex.org/keywords/topic-modeling","display_name":"topic modeling","score":0.7070000171661377},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"citation analysis","score":0.8930000066757202},{"id":"https://openalex.org/keywords/consumer-trust","display_name":"consumer trust","score":0.9210000038146973},{"id":"https://openalex.org/keywords/digital-consumption","display_name":"digital consumption","score":0.7900000214576721},{"id":"https://openalex.org/keywords/social-media-engagement","display_name":"social media engagement","score":0.996999979019165},{"id":"https://openalex.org/keywords/consumer-culture-theory","display_name":"consumer culture theory","score":0.902999997138977},{"id":"https://openalex.org/keywords/consumer-motives","display_name":"consumer motivation","score":0.7919999957084656},{"id":"https://openalex.org/keywords/consumer-brand-relationships","display_name":"consumer-brand relationships","score":0.9819999933242798},{"id":"https://openalex.org/keywords/customer-service-satisfaction","display_name":"customer service satisfaction","score":0.921999990940094},{"id":"https://openalex.org/keywords/experiential-consumption","display_name":"experiential consumption","score":0.9829999804496765},{"id":"https://openalex.org/keywords/self-identity","display_name":"self-identity","score":0.7379999756813049},{"id":"https://openalex.org/keywords/journal-impact","display_name":"journal impact","score":0.546999990940094}],"concepts":[{"id":"https://openalex.org/C23213687","wikidata":"https://www.wikidata.org/wiki/Q301468","display_name":"Consumer behaviour","level":2,"score":0.6513901352882385},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6482928395271301},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6264828443527222},{"id":"https://openalex.org/C2992166776","wikidata":"https://www.wikidata.org/wiki/Q1141436","display_name":"Consumer research","level":2,"score":0.5674013495445251},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.559476912021637},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5360339879989624},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.4715835154056549},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3894095718860626},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.381384938955307},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27786147594451904},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1784321665763855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1347675323486328},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.13081136345863342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/roms-2021-0086","doi":"https://doi.org/10.1515/roms-2021-0086","is_oa":false,"landing_page_url":"https://doi.org/10.1515/roms-2021-0086","pdf_url":null,"source":{"id":"https://openalex.org/S69604123","display_name":"Review of Marketing Science","issn_l":"1546-5616","issn":["1546-5616","2194-5985"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","erih-plus","norway-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Review of Marketing Science","raw_type":"journal-article"},{"id":"pmh:28faf435-baad-4b8d-98bf-1d6375fc9d07","doi":null,"is_oa":false,"landing_page_url":"https://avesis.yildiz.edu.tr/publication/details/28faf435-baad-4b8d-98bf-1d6375fc9d07/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055331","display_name":"Yildiz Technical University - AVESIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W35937361","https://openalex.org/W80257235","https://openalex.org/W86654752","https://openalex.org/W256213940","https://openalex.org/W1522177097","https://openalex.org/W1791587663","https://openalex.org/W1880262756","https://openalex.org/W1976218709","https://openalex.org/W1985125789","https://openalex.org/W1987364024","https://openalex.org/W1988680150","https://openalex.org/W2001082470","https://openalex.org/W2012961880","https://openalex.org/W2038043464","https://openalex.org/W2042984653","https://openalex.org/W2043866658","https://openalex.org/W2046752514","https://openalex.org/W2054347393","https://openalex.org/W2075369688","https://openalex.org/W2080334910","https://openalex.org/W2095405179","https://openalex.org/W2097090032","https://openalex.org/W2113292402","https://openalex.org/W2122918285","https://openalex.org/W2125680144","https://openalex.org/W2128925311","https://openalex.org/W2130339025","https://openalex.org/W2130995195","https://openalex.org/W2142875811","https://openalex.org/W2147152072","https://openalex.org/W2147946282","https://openalex.org/W2150962212","https://openalex.org/W2159426623","https://openalex.org/W2160170318","https://openalex.org/W2170518204","https://openalex.org/W2174706414","https://openalex.org/W2250533720","https://openalex.org/W2251582277","https://openalex.org/W2289035070","https://openalex.org/W2344531389","https://openalex.org/W2345091005","https://openalex.org/W2410166446","https://openalex.org/W2410658406","https://openalex.org/W2412007718","https://openalex.org/W2415475005","https://openalex.org/W2415610321","https://openalex.org/W2416868893","https://openalex.org/W2418104736","https://openalex.org/W2427743454","https://openalex.org/W2463802647","https://openalex.org/W2468767083","https://openalex.org/W2493521008","https://openalex.org/W2580318018","https://openalex.org/W2736543810","https://openalex.org/W2761561877","https://openalex.org/W2762750803","https://openalex.org/W2794111591","https://openalex.org/W2808338533","https://openalex.org/W2884769921","https://openalex.org/W2908210228","https://openalex.org/W2972812998","https://openalex.org/W2981708622","https://openalex.org/W2998232039","https://openalex.org/W3121435821","https://openalex.org/W3124354616","https://openalex.org/W4233135949","https://openalex.org/W4300107936","https://openalex.org/W4399503743","https://openalex.org/W6816560326","https://openalex.org/W6869792733"],"related_works":["https://openalex.org/W4236369888","https://openalex.org/W2289035070","https://openalex.org/W4308861774","https://openalex.org/W2051942606","https://openalex.org/W4382811237","https://openalex.org/W3126023669","https://openalex.org/W2344531389","https://openalex.org/W4386069328","https://openalex.org/W80105687","https://openalex.org/W6958393081"],"abstract_inverted_index":{"Abstract":[0],"Through":[1],"the":[2,21,28,42,50,98,154,159],"years,":[3],"a":[4,47,72],"great":[5],"deal":[6],"of":[7,161],"research":[8,156],"had":[9],"been":[10],"dedicated":[11],"to":[12,27,40,54,132],"understanding":[13],"how":[14],"consumers":[15],"think,":[16],"feel,":[17],"and":[18,36,63,67,91,102,123,144],"behave":[19],"in":[20,104],"marketplace.":[22],"From":[23],"its":[24],"early":[25],"development":[26],"present,":[29],"consumer":[30,59,78,86,89,105,119,162],"researchers":[31],"have":[32],"adopted":[33],"different":[34,38],"methods":[35],"followed":[37],"approaches":[39],"describe":[41],"consumption":[43],"phenomena.":[44],"By":[45],"pursuing":[46],"probabilistic":[48],"approach,":[49],"current":[51],"study":[52,151],"aims":[53],"provide":[55],"in-depth":[56],"insight":[57],"into":[58],"behavior":[60,106],"research\u2019s":[61],"evolution":[62],"transformation":[64],"between":[65],"1980":[66],"2020.":[68],"The":[69,94,108,150],"results":[70,109],"exhibit":[71],"strong":[73],"increase":[74],"on":[75,113,140],"subjects":[76],"like":[77],"trust,":[79,120],"self-identity,":[80],"digital":[81,121],"consumption,":[82,118,122],"social":[83,124],"media":[84,125],"engagement,":[85],"culture":[87],"theory,":[88],"motivation,":[90],"brand\u2013consumer":[92],"relationships.":[93],"citation":[95],"analysis":[96,138],"shows":[97],"most":[99],"impactful":[100],"articles":[101,112],"topics":[103],"research.":[107],"indicate":[110],"that":[111],"customer":[114],"service":[115],"satisfaction,":[116],"experiential":[117],"engagement":[126],"tend":[127],"are":[128],"heavily":[129],"cited.":[130],"And":[131],"understand":[133],"each":[134],"journals":[135],"contribution":[136],"an":[137],"based":[139],"citations,":[141],"journal":[142],"impact":[143],"topical":[145],"diversity":[146],"is":[147],"also":[148,152],"included.":[149],"includes":[153],"possible":[155],"directions":[157],"for":[158],"future":[160],"behavior.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-04-03T00:00:00"}
