{"id":"https://openalex.org/W3214578048","doi":"https://doi.org/10.1080/0144929x.2021.1957016","title":"In authority, or peers we trust? Reviews and recommendations in social commerce","display_name":"In authority, or peers we trust? Reviews and recommendations in social commerce","publication_year":2021,"publication_date":"2021-07-29","ids":{"openalex":"https://openalex.org/W3214578048","doi":"https://doi.org/10.1080/0144929x.2021.1957016","mag":"3214578048"},"language":"en","primary_location":{"id":"doi:10.1080/0144929x.2021.1957016","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0144929x.2021.1957016","pdf_url":null,"source":{"id":"https://openalex.org/S123849098","display_name":"Behaviour and Information Technology","issn_l":"0144-929X","issn":["0144-929X","1362-3001"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behaviour &amp; Information Technology","raw_type":"journal-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/A5004840072","display_name":"Catalin C. Dinulescu","orcid":"https://orcid.org/0000-0001-6517-988X"},"institutions":[{"id":"https://openalex.org/I75063564","display_name":"Tarleton State University","ror":"https://ror.org/0263v9e25","country_code":"US","type":"education","lineage":["https://openalex.org/I75063564"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Catalin C. Dinulescu","raw_affiliation_strings":["College of Business, Tarleton State University, Stephenville, TX, USA"],"raw_orcid":"https://orcid.org/0000-0001-6517-988X","affiliations":[{"raw_affiliation_string":"College of Business, Tarleton State University, Stephenville, TX, USA","institution_ids":["https://openalex.org/I75063564"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010238940","display_name":"Victor R. Prybutok","orcid":"https://orcid.org/0000-0003-3810-9039"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor R. Prybutok","raw_affiliation_strings":["G. Brint Ryan College of Business, University of North Texas, Denton, TX, USA"],"raw_orcid":"https://orcid.org/0000-0003-3810-9039","affiliations":[{"raw_affiliation_string":"G. Brint Ryan College of Business, University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004840072"],"corresponding_institution_ids":["https://openalex.org/I75063564"],"apc_list":null,"apc_paid":null,"fwci":3.4171,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93233605,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"41","issue":"13","first_page":"2887","last_page":"2904"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":1.0,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T12392","display_name":"Sharing Economy and Platforms","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.6716024279594421},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5850997567176819},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5176937580108643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5002923011779785},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4802546799182892},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.47550472617149353},{"id":"https://openalex.org/keywords/word-of-mouth","display_name":"Word of mouth","score":0.4347345232963562},{"id":"https://openalex.org/keywords/multinomial-logistic-regression","display_name":"Multinomial logistic regression","score":0.43275249004364014},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3930341601371765},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.36714354157447815},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3627496361732483},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32058677077293396},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24578797817230225},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.18156811594963074},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11624640226364136}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.6716024279594421},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5850997567176819},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5176937580108643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5002923011779785},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4802546799182892},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.47550472617149353},{"id":"https://openalex.org/C137913393","wikidata":"https://www.wikidata.org/wiki/Q15737157","display_name":"Word of mouth","level":2,"score":0.4347345232963562},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.43275249004364014},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3930341601371765},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36714354157447815},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3627496361732483},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32058677077293396},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24578797817230225},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.18156811594963074},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11624640226364136},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/0144929x.2021.1957016","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0144929x.2021.1957016","pdf_url":null,"source":{"id":"https://openalex.org/S123849098","display_name":"Behaviour and Information Technology","issn_l":"0144-929X","issn":["0144-929X","1362-3001"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behaviour &amp; Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tbitxx:v:41:y:2022:i:13:p:2887-2904","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/0144929X.2021.1957016","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W11148016","https://openalex.org/W563729145","https://openalex.org/W1606452706","https://openalex.org/W1606555179","https://openalex.org/W1698213341","https://openalex.org/W1966503997","https://openalex.org/W1967821355","https://openalex.org/W1972447557","https://openalex.org/W1988316526","https://openalex.org/W1995034692","https://openalex.org/W2010041239","https://openalex.org/W2011447549","https://openalex.org/W2016945820","https://openalex.org/W2027737000","https://openalex.org/W2030870500","https://openalex.org/W2041563290","https://openalex.org/W2052173637","https://openalex.org/W2052504968","https://openalex.org/W2064842354","https://openalex.org/W2066636235","https://openalex.org/W2068250328","https://openalex.org/W2070539194","https://openalex.org/W2081842211","https://openalex.org/W2082907348","https://openalex.org/W2084243060","https://openalex.org/W2086063891","https://openalex.org/W2089091233","https://openalex.org/W2093615409","https://openalex.org/W2106867392","https://openalex.org/W2117767124","https://openalex.org/W2119233164","https://openalex.org/W2125178435","https://openalex.org/W2135526934","https://openalex.org/W2136907841","https://openalex.org/W2142907803","https://openalex.org/W2146016545","https://openalex.org/W2169955073","https://openalex.org/W2239794783","https://openalex.org/W2335060687","https://openalex.org/W2344523104","https://openalex.org/W2474958513","https://openalex.org/W2481426478","https://openalex.org/W2509365102","https://openalex.org/W2516396761","https://openalex.org/W2552529444","https://openalex.org/W2572408427","https://openalex.org/W2586246896","https://openalex.org/W2613150798","https://openalex.org/W2763757645","https://openalex.org/W2795236213","https://openalex.org/W2800017309","https://openalex.org/W2805084156","https://openalex.org/W2883000515","https://openalex.org/W2893265362","https://openalex.org/W2919533397","https://openalex.org/W2963173412","https://openalex.org/W2991609628","https://openalex.org/W3005993122","https://openalex.org/W3006112430","https://openalex.org/W3010840275","https://openalex.org/W3015087348","https://openalex.org/W3034058426","https://openalex.org/W3121368557","https://openalex.org/W3121732330","https://openalex.org/W3122657203","https://openalex.org/W3123091093","https://openalex.org/W3123123052","https://openalex.org/W3123575018","https://openalex.org/W3124344656","https://openalex.org/W3124627942","https://openalex.org/W3124750317","https://openalex.org/W3135211035","https://openalex.org/W3141714916","https://openalex.org/W4214747493","https://openalex.org/W4249498769","https://openalex.org/W4298140396"],"related_works":["https://openalex.org/W4210277973","https://openalex.org/W2122605835","https://openalex.org/W1553232534","https://openalex.org/W1463179486","https://openalex.org/W4312581961","https://openalex.org/W2380144016","https://openalex.org/W4323285673","https://openalex.org/W2996463043","https://openalex.org/W3138550710","https://openalex.org/W3214578048"],"abstract_inverted_index":{"Social":[0],"commerce":[1],"is":[2,10],"an":[3],"emergent":[4],"business":[5],"model":[6],"where":[7],"user-generated":[8,30],"content":[9,31],"a":[11,53,65],"valuable":[12],"source":[13],"of":[14,39],"information":[15],"that":[16,109],"minimises":[17],"the":[18,29,146],"risk":[19],"and":[20,35,73,78,102,112,116,134,141,152,154],"ambiguity":[21],"surrounding":[22],"online":[23],"purchase":[24],"decisions.":[25],"This":[26],"study":[27],"examines":[28],"represented":[32],"by":[33,43],"reviews":[34,68,77,111],"recommendations":[36,79,113],"(electronic":[37],"word":[38],"mouth":[40],"or":[41],"eWOM)":[42],"contrasting":[44],"customer":[45,67,123],"(peer)":[46],"vs.":[47],"authority":[48],"(expert)":[49],"generated":[50],"eWOM,":[51],"from":[52,69,80],"product":[54,131],"buying":[55,124],"criteria":[56,136],"perspective.":[57],"Using":[58],"five":[59],"consumer":[60],"healthcare":[61],"wearable":[62],"products":[63],"as":[64,88,138],"benchmark,":[66],"Amazon.com":[70],"were":[71],"analysed":[72],"compared":[74],"with":[75],"expert":[76,110],"Consumer":[81],"Reports":[82],"using":[83],"machine":[84],"learning":[85],"techniques":[86],"such":[87,137],"Latent":[89],"Dirichlet":[90],"Allocation":[91],"(LDA)":[92],"topic":[93],"modelling,":[94],"logistic":[95],"regression,":[96],"multinomial":[97],"na\u00efve":[98],"Bayes,":[99],"random":[100],"forest":[101],"support":[103],"vector":[104],"machines.":[105],"The":[106],"findings":[107],"suggest":[108],"remain":[114],"product-centric":[115],"are":[117],"not":[118],"attuned":[119],"to":[120],"shifts":[121],"in":[122],"patterns,":[125],"thus":[126],"missing":[127],"out":[128],"on":[129],"important":[130],"context-based":[132],"usage":[133],"evaluation":[135],"operational,":[139],"personal,":[140],"environmental.":[142],"Considering":[143],"these":[144],"results,":[145],"authors":[147],"discuss":[148],"implications":[149],"for":[150],"managers":[151],"researchers,":[153],"future":[155],"research":[156],"directions.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
