{"id":"https://openalex.org/W4411915601","doi":"https://doi.org/10.1108/ajim-08-2024-0632","title":"Investigating fake financial news: a\u00a0systematic review of trends, themes, LLM-based detection methods, and theories","display_name":"Investigating fake financial news: a\u00a0systematic review of trends, themes, LLM-based detection methods, and theories","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4411915601","doi":"https://doi.org/10.1108/ajim-08-2024-0632"},"language":"en","primary_location":{"id":"doi:10.1108/ajim-08-2024-0632","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-08-2024-0632","pdf_url":null,"source":{"id":"https://openalex.org/S4210181081","display_name":"Aslib Journal of Information Management","issn_l":"2050-3806","issn":["2050-3806","2050-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aslib Journal of Information Management","raw_type":"journal-article"},"type":"review","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/A5053144725","display_name":"Mohotarema Rashid","orcid":null},"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":true,"raw_author_name":"Mohotarema Rashid","raw_affiliation_strings":["University of North Texas , , ,"],"raw_orcid":"https://orcid.org/0009-0003-2683-7191","affiliations":[{"raw_affiliation_string":"University of North Texas , , ,","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042239927","display_name":"Lingzi Hong","orcid":"https://orcid.org/0000-0001-8412-8180"},"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":"Lingzi Hong","raw_affiliation_strings":["University of North Texas , , ,"],"raw_orcid":"https://orcid.org/0000-0001-8412-8180","affiliations":[{"raw_affiliation_string":"University of North Texas , , ,","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006032358","display_name":"Sarah Ryan","orcid":"https://orcid.org/0000-0003-3025-8574"},"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":"Sarah Ryan","raw_affiliation_strings":["University of North Texas , , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas , , ,","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053144725"],"corresponding_institution_ids":["https://openalex.org/I123534392"],"apc_list":null,"apc_paid":null,"fwci":3.7232,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92260731,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"77","issue":"6","first_page":"1223","last_page":"1254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9994000196456909,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9994000196456909,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/fake-news","display_name":"Fake news","score":0.544268012046814},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.42180484533309937},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37631040811538696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29252880811691284},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.14251494407653809}],"concepts":[{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.544268012046814},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42180484533309937},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37631040811538696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29252880811691284},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.14251494407653809}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ajim-08-2024-0632","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-08-2024-0632","pdf_url":null,"source":{"id":"https://openalex.org/S4210181081","display_name":"Aslib Journal of Information Management","issn_l":"2050-3806","issn":["2050-3806","2050-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aslib Journal of Information Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":115,"referenced_works":["https://openalex.org/W176322612","https://openalex.org/W1504361742","https://openalex.org/W1651162101","https://openalex.org/W1721495726","https://openalex.org/W2005596212","https://openalex.org/W2031708022","https://openalex.org/W2036284655","https://openalex.org/W2071520903","https://openalex.org/W2077805983","https://openalex.org/W2079283960","https://openalex.org/W2081430061","https://openalex.org/W2085766370","https://openalex.org/W2086314377","https://openalex.org/W2091034860","https://openalex.org/W2092593817","https://openalex.org/W2112392142","https://openalex.org/W2138535704","https://openalex.org/W2162829624","https://openalex.org/W2279697361","https://openalex.org/W2281492572","https://openalex.org/W2313695998","https://openalex.org/W2582561810","https://openalex.org/W2604264634","https://openalex.org/W2762420902","https://openalex.org/W2785545393","https://openalex.org/W2790166049","https://openalex.org/W2798953174","https://openalex.org/W2810193935","https://openalex.org/W2901308345","https://openalex.org/W2908205629","https://openalex.org/W2925285378","https://openalex.org/W2943012941","https://openalex.org/W2945267390","https://openalex.org/W2995268542","https://openalex.org/W3008877491","https://openalex.org/W3011573535","https://openalex.org/W3016050571","https://openalex.org/W3030720765","https://openalex.org/W3045987077","https://openalex.org/W3093758076","https://openalex.org/W3106300911","https://openalex.org/W3111430045","https://openalex.org/W3121274724","https://openalex.org/W3121571719","https://openalex.org/W3121846749","https://openalex.org/W3122634837","https://openalex.org/W3122883818","https://openalex.org/W3123417666","https://openalex.org/W3123623414","https://openalex.org/W3128650702","https://openalex.org/W3136302317","https://openalex.org/W3139063204","https://openalex.org/W3162292190","https://openalex.org/W3163277818","https://openalex.org/W3169614590","https://openalex.org/W3178273198","https://openalex.org/W3182233337","https://openalex.org/W3182900278","https://openalex.org/W3191597539","https://openalex.org/W3193054117","https://openalex.org/W3195102029","https://openalex.org/W3195378094","https://openalex.org/W3215990933","https://openalex.org/W3216370178","https://openalex.org/W4205450676","https://openalex.org/W4225630653","https://openalex.org/W4226049647","https://openalex.org/W4226370891","https://openalex.org/W4230042836","https://openalex.org/W4234275190","https://openalex.org/W4236775181","https://openalex.org/W4283759792","https://openalex.org/W4284681940","https://openalex.org/W4287603409","https://openalex.org/W4288079542","https://openalex.org/W4288373381","https://openalex.org/W4289705453","https://openalex.org/W4295269095","https://openalex.org/W4299525529","https://openalex.org/W4309090206","https://openalex.org/W4312128010","https://openalex.org/W4312819854","https://openalex.org/W4313522180","https://openalex.org/W4319983294","https://openalex.org/W4321606819","https://openalex.org/W4323780185","https://openalex.org/W4362714679","https://openalex.org/W4377116124","https://openalex.org/W4383955198","https://openalex.org/W4385743192","https://openalex.org/W4386874998","https://openalex.org/W4387030615","https://openalex.org/W4387058305","https://openalex.org/W4387252706","https://openalex.org/W4387860418","https://openalex.org/W4388099454","https://openalex.org/W4388197709","https://openalex.org/W4388524030","https://openalex.org/W4388656184","https://openalex.org/W4388712208","https://openalex.org/W4389573659","https://openalex.org/W4390534247","https://openalex.org/W4394573824","https://openalex.org/W4396633904","https://openalex.org/W4400063605","https://openalex.org/W4401863513","https://openalex.org/W4401907611","https://openalex.org/W4401974878","https://openalex.org/W4402357837","https://openalex.org/W4403708900","https://openalex.org/W4403783597","https://openalex.org/W4403789164","https://openalex.org/W4407075248","https://openalex.org/W4408701271","https://openalex.org/W4409310487"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2890339288","https://openalex.org/W2966672946","https://openalex.org/W3137554057","https://openalex.org/W3205414356","https://openalex.org/W3015693164","https://openalex.org/W2942388309","https://openalex.org/W2996237090","https://openalex.org/W3137972732"],"abstract_inverted_index":{"Purpose":[0],"This":[1,49,203],"paper":[2,28,204],"conducts":[3],"a":[4,18,78,116],"systematic":[5,226],"literature":[6],"review":[7,87],"(SLR)":[8],"to":[9,125,195,206],"explore":[10],"research":[11,128,229],"directions":[12],"in":[13,21,61,92,129],"fake":[14,62,82,218],"financial":[15,24,63,83,134,151,169,177,200,219],"news,":[16],"addressing":[17],"growing":[19],"concern":[20],"today\u2019s":[22],"digital":[23],"landscape.":[25],"Design/methodology/approach":[26],"The":[27,139,180],"applies":[29],"the":[30,191,197,207,214,224],"search,":[31],"appraisal,":[32],"synthesis,":[33],"and":[34,41,58,75,107,122,147,156,175,190,234],"analysis":[35],"(SALSA)":[36],"framework,":[37],"utilizing":[38],"nine":[39],"databases":[40],"reviewing":[42],"40":[43],"studies":[44],"from":[45,110],"2010\u20132025":[46],"(March).":[47],"Findings":[48],"study":[50,114,140,181],"unveils":[51],"major":[52],"trends,":[53,230],"themes,":[54,231],"state-of-the-art":[55],"detection":[56,120,146,236],"methods,":[57],"theoretical":[59,232],"foundations":[60],"news":[64],"research.":[65],"It":[66,158,221],"identifies":[67],"significant":[68],"variables":[69],"such":[70],"as":[71],"impact,":[72],"timing,":[73],"target,":[74],"responses,":[76,174],"providing":[77],"deeper":[79],"understanding":[80],"of":[81,161,199,209],"news.":[84,220],"Moreover,":[85],"this":[86,113],"highlights":[88],"that":[89,118,184],"despite":[90],"advances":[91],"large":[93],"language":[94],"models":[95],"(LLMs)-":[96],"based":[97],"detection,":[98,167],"human-centered":[99],"factors":[100],"remain":[101],"largely":[102],"overlooked.":[103],"By":[104],"extracting":[105],"empirical":[106],"analytical":[108],"insights":[109],"prior":[111,239],"research,":[112],"proposes":[115],"framework":[117],"connects":[119],"methods":[121],"behavioral":[123],"theories":[124],"guide":[126],"future":[127],"human-centered,":[130],"interdisciplinary":[131],"approaches":[132],"for":[133,144,149,164],"misinformation":[135,145,166],"detection.":[136],"Research":[137],"limitations/implications":[138],"offers":[141],"practical":[142],"take-aways":[143],"amelioration":[148],"various":[150],"stakeholders,":[152],"including":[153],"investors,":[154],"firms,":[155],"policymakers.":[157],"recommends":[159],"integration":[160],"LLM":[162],"tools":[163],"real-time":[165],"establishing":[168],"fact-checking":[170],"platforms,":[171],"incorporating":[172],"corporate":[173],"increasing":[176],"literacy":[178],"education.":[179],"also":[182],"suggests":[183],"stronger":[185],"regulatory":[186],"interventions":[187],"by":[188,212],"Congress":[189],"SEC":[192],"are":[193],"essential":[194],"mitigating":[196],"threat":[198],"misinformation.":[201],"Originality/value":[202],"contributes":[205],"field":[208],"information":[210],"management":[211],"synthesizing":[213],"current":[215],"knowledge":[216],"on":[217],"is":[222],"among":[223],"frontier":[225],"reviews,":[227],"integrating":[228],"foundations,":[233],"LLM-based":[235],"advancements":[237],"beyond":[238],"computational":[240],"approaches.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}