{"id":"https://openalex.org/W4405832974","doi":"https://doi.org/10.1142/s0219649224501065","title":"Predicting Consumers\u2019 Usage Intention Towards User-Generated Content: A Hybrid SEM-ANN Approach","display_name":"Predicting Consumers\u2019 Usage Intention Towards User-Generated Content: A Hybrid SEM-ANN Approach","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4405832974","doi":"https://doi.org/10.1142/s0219649224501065"},"language":"en","primary_location":{"id":"doi:10.1142/s0219649224501065","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649224501065","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","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/A5073016663","display_name":"Smriti Mathur","orcid":"https://orcid.org/0000-0002-0778-8481"},"institutions":[{"id":"https://openalex.org/I48018076","display_name":"Christ University","ror":"https://ror.org/022tv9y30","country_code":"IN","type":"education","lineage":["https://openalex.org/I48018076"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Smriti Mathur","raw_affiliation_strings":["School of Business and Management, Christ University, Delhi NCR Campus, Ghaziabad, U.P., India"],"raw_orcid":"https://orcid.org/0000-0002-0778-8481","affiliations":[{"raw_affiliation_string":"School of Business and Management, Christ University, Delhi NCR Campus, Ghaziabad, U.P., India","institution_ids":["https://openalex.org/I48018076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050737598","display_name":"Alok Tewari","orcid":"https://orcid.org/0000-0002-9447-4690"},"institutions":[{"id":"https://openalex.org/I276256525","display_name":"Babu Banarasi Das University","ror":"https://ror.org/001ekgz09","country_code":"IN","type":"education","lineage":["https://openalex.org/I276256525"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Alok Tewari","raw_affiliation_strings":["School of Management, Babu Banarasi Das University, Lucknow, U.P., India"],"raw_orcid":"https://orcid.org/0000-0002-9447-4690","affiliations":[{"raw_affiliation_string":"School of Management, Babu Banarasi Das University, Lucknow, U.P., India","institution_ids":["https://openalex.org/I276256525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084740285","display_name":"Avinash K. Shrivastava","orcid":"https://orcid.org/0000-0001-7794-7129"},"institutions":[{"id":"https://openalex.org/I158867519","display_name":"International Management Institute","ror":"https://ror.org/00jatyx22","country_code":"IN","type":"education","lineage":["https://openalex.org/I158867519"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Avinash K. Shrivastava","raw_affiliation_strings":["International Management Institute Kolkata, Kolkata, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0001-7794-7129","affiliations":[{"raw_affiliation_string":"International Management Institute Kolkata, Kolkata, West Bengal, India","institution_ids":["https://openalex.org/I158867519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088991875","display_name":"Vimal Chandra Verma","orcid":"https://orcid.org/0000-0003-0140-0332"},"institutions":[{"id":"https://openalex.org/I116891498","display_name":"Siddhartha Medical College","ror":"https://ror.org/058pt1w78","country_code":"IN","type":"education","lineage":["https://openalex.org/I116891498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vimal Chandra Verma","raw_affiliation_strings":["BBA Department, Siddharth University, Siddharth Nagar, U.P., India"],"raw_orcid":"https://orcid.org/0000-0003-0140-0332","affiliations":[{"raw_affiliation_string":"BBA Department, Siddharth University, Siddharth Nagar, U.P., India","institution_ids":["https://openalex.org/I116891498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080153616","display_name":"Sushant Kumar Vishnoi","orcid":"https://orcid.org/0000-0002-3418-7542"},"institutions":[{"id":"https://openalex.org/I2800301432","display_name":"IMS Unison University","ror":"https://ror.org/03efa8j75","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800301432"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sushant Kumar Vishnoi","raw_affiliation_strings":["Department of Marketing, Institute of Management Studies, Ghaziabad, U.P., India"],"raw_orcid":"https://orcid.org/0000-0002-3418-7542","affiliations":[{"raw_affiliation_string":"Department of Marketing, Institute of Management Studies, Ghaziabad, U.P., India","institution_ids":["https://openalex.org/I2800301432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101415736","display_name":"Preeti Sharma","orcid":"https://orcid.org/0000-0001-7758-9720"},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Preeti Sharma","raw_affiliation_strings":["School of Business Studies, Sharda University, Greater Noida, U.P., India"],"raw_orcid":"https://orcid.org/0000-0001-7758-9720","affiliations":[{"raw_affiliation_string":"School of Business Studies, Sharda University, Greater Noida, U.P., India","institution_ids":["https://openalex.org/I74885063"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084740285"],"corresponding_institution_ids":["https://openalex.org/I158867519"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39034426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"01","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9632999897003174,"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":0.9632999897003174,"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":0.9298999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6527958512306213},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5633369088172913},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4557390809059143},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2744736671447754},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2122076451778412},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0716085433959961}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6527958512306213},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5633369088172913},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4557390809059143},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2744736671447754},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2122076451778412},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0716085433959961},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219649224501065","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649224501065","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:jikmxx:v:24:y:2025:i:01:n:s0219649224501065","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219649224501065","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W618885628","https://openalex.org/W1427378723","https://openalex.org/W1505596080","https://openalex.org/W1791587663","https://openalex.org/W1964522283","https://openalex.org/W1974946163","https://openalex.org/W1976049889","https://openalex.org/W1982343866","https://openalex.org/W1982369264","https://openalex.org/W1996895201","https://openalex.org/W2007166711","https://openalex.org/W2013993013","https://openalex.org/W2023292494","https://openalex.org/W2023642045","https://openalex.org/W2031691682","https://openalex.org/W2033943395","https://openalex.org/W2039298397","https://openalex.org/W2042471163","https://openalex.org/W2047333734","https://openalex.org/W2049463381","https://openalex.org/W2054788835","https://openalex.org/W2056166734","https://openalex.org/W2056509756","https://openalex.org/W2057012437","https://openalex.org/W2058559948","https://openalex.org/W2058831816","https://openalex.org/W2059148710","https://openalex.org/W2068143691","https://openalex.org/W2071666535","https://openalex.org/W2083559660","https://openalex.org/W2084399600","https://openalex.org/W2085126443","https://openalex.org/W2087130830","https://openalex.org/W2089251484","https://openalex.org/W2091768115","https://openalex.org/W2099697766","https://openalex.org/W2106096361","https://openalex.org/W2121001699","https://openalex.org/W2122912498","https://openalex.org/W2140992710","https://openalex.org/W2148610512","https://openalex.org/W2162307279","https://openalex.org/W2168569455","https://openalex.org/W2215012326","https://openalex.org/W2321610723","https://openalex.org/W2324663118","https://openalex.org/W2343289237","https://openalex.org/W2598982480","https://openalex.org/W2769219126","https://openalex.org/W2802789794","https://openalex.org/W2809468846","https://openalex.org/W2910397568","https://openalex.org/W2943652962","https://openalex.org/W2954334266","https://openalex.org/W2955224618","https://openalex.org/W2958621029","https://openalex.org/W2969495379","https://openalex.org/W2970773927","https://openalex.org/W2971349321","https://openalex.org/W2999007152","https://openalex.org/W3005123861","https://openalex.org/W3008929745","https://openalex.org/W3011898863","https://openalex.org/W3015882659","https://openalex.org/W3017156007","https://openalex.org/W3018480725","https://openalex.org/W3034247457","https://openalex.org/W3035415446","https://openalex.org/W3046729473","https://openalex.org/W3121518240","https://openalex.org/W3122724846","https://openalex.org/W3131071073","https://openalex.org/W3141733009","https://openalex.org/W3174580865","https://openalex.org/W4207084584","https://openalex.org/W4214847893","https://openalex.org/W4230637740","https://openalex.org/W4237289198"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2772709740","https://openalex.org/W92751545","https://openalex.org/W4295709008","https://openalex.org/W3183611733","https://openalex.org/W2901542937","https://openalex.org/W4390017791","https://openalex.org/W1574459091"],"abstract_inverted_index":{"With":[0],"the":[1,4,16,50,79,85,89,120,156,177,183,196],"change":[2],"in":[3,10,135,213],"communication":[5],"pattern,":[6],"end-users":[7],"are":[8],"engaging":[9],"creating":[11],"content":[12,17,39],"and":[13,68,114,127,143,160,168,217],"referring":[14],"to":[15,83,96,219],"created":[18],"by":[19,77,207],"other":[20],"users":[21],"while":[22],"making":[23],"purchase":[24],"decisions.":[25],"This":[26,189],"research":[27],"aims":[28],"at":[29],"modelling":[30,112],"factors":[31,54],"affecting":[32,55],"consumers\u2019":[33,56,215],"usage":[34,197],"intention":[35],"(UI)":[36],"towards":[37,132],"user-generated":[38],"(UGC)":[40],"using":[41,78,108],"Need":[42],"for":[43,203],"Cognition":[44],"(NfC)":[45],"as":[46,162,164,210],"a":[47,71,103,144,152,192,199,211],"moderator":[48,212],"of":[49,88,140,146,195,198,205],"proposed":[51],"relationships.":[52],"The":[53,170],"UI":[57],"involve":[58],"perceived":[59],"usefulness":[60],"(PU),":[61],"source":[62],"credibility":[63],"(SC),":[64],"information":[65],"quality":[66],"(IQ)":[67],"NfC.":[69],"Further,":[70],"novel":[72,193],"attempt":[73],"has":[74],"been":[75],"made":[76],"neural":[80,116,178],"network":[81,117,179],"approach":[82,202],"assess":[84],"predictive":[86,187],"accuracy":[87],"model.":[90],"A":[91],"structured":[92],"questionnaire":[93],"was":[94],"used":[95],"collect":[97],"data":[98],"from":[99,176],"298":[100],"consumers":[101],"through":[102],"survey.":[104],"Data":[105],"were":[106],"analysed":[107],"two-stage":[109],"structural":[110],"equation":[111],"(SEM)":[113],"artificial":[115],"(ANN).":[118],"All":[119],"independent":[121],"variables":[122],"viz.,":[123],"PU,":[124],"SC,":[125],"IQ":[126],"NfC":[128,153,209],"significantly":[129,154],"affect":[130],"attitude":[131],"UGC,":[133],"which":[134],"turn":[136],"affects":[137],"UI.":[138],"Results":[139],"multi-group":[141],"analysis":[142,180],"series":[145],"chi-square":[147],"difference":[148],"tests":[149],"reveal":[150],"that":[151,165,182],"moderates":[155],"relationship":[157],"between":[158,166],"PU":[159],"attitude,":[161],"well":[163],"SC":[167],"attitude.":[169],"root":[171],"mean":[172],"square":[173],"error":[174],"values":[175],"suggest":[181],"models":[184],"show":[185],"good":[186],"accuracy.":[188],"study":[190],"provides":[191],"assessment":[194],"hybrid":[200],"SEM-ANN":[201],"understanding":[204],"UGC":[206],"incorporating":[208],"shaping":[214],"attitudes":[216],"intentions":[218],"use":[220],"UGC.":[221]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}