{"id":"https://openalex.org/W7161247452","doi":"https://doi.org/10.47989/ir31261271","title":"From curiosity to confidence: exploring investor behaviour in the age of generative AI","display_name":"From curiosity to confidence: exploring investor behaviour in the age of generative AI","publication_year":2026,"publication_date":"2026-05-15","ids":{"openalex":"https://openalex.org/W7161247452","doi":"https://doi.org/10.47989/ir31261271"},"language":null,"primary_location":{"id":"doi:10.47989/ir31261271","is_oa":true,"landing_page_url":"https://doi.org/10.47989/ir31261271","pdf_url":"https://publicera.kb.se/ir/article/download/61271/52799","source":{"id":"https://openalex.org/S4210195660","display_name":"Information Research an international electronic journal","issn_l":"1368-1613","issn":["1368-1613"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317106","host_organization_name":"University of Bor\u00e5s","host_organization_lineage":["https://openalex.org/P4310317106"],"host_organization_lineage_names":["University of Bor\u00e5s"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Research an international electronic journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://publicera.kb.se/ir/article/download/61271/52799","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077572082","display_name":"Animesh Sharma","orcid":"https://orcid.org/0009-0000-1502-5639"},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Animesh Sharma","raw_affiliation_strings":["Lovely Professional Universirty"],"raw_orcid":"https://orcid.org/0000-0002-6673-319X","affiliations":[{"raw_affiliation_string":"Lovely Professional Universirty","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136233813","display_name":"Rahul Sharma","orcid":"https://orcid.org/0000-0001-8880-7527"},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Sharma","raw_affiliation_strings":["Lovely Professional University"],"raw_orcid":"https://orcid.org/0000-0001-8880-7527","affiliations":[{"raw_affiliation_string":"Lovely Professional University","institution_ids":["https://openalex.org/I110360157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I110360157"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54747744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":"2","first_page":"173","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.3488999903202057,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.3488999903202057,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.09300000220537186,"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"}},{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.0697999969124794,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/generative-grammar","display_name":"Generative grammar","score":0.6589000225067139},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.45750001072883606},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.44690001010894775},{"id":"https://openalex.org/keywords/earnings","display_name":"Earnings","score":0.4230000078678131},{"id":"https://openalex.org/keywords/technical-analysis","display_name":"Technical analysis","score":0.41839998960494995},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.4092999994754791},{"id":"https://openalex.org/keywords/stock-exchange","display_name":"Stock exchange","score":0.4056999981403351}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6589000225067139},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45750001072883606},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.44690001010894775},{"id":"https://openalex.org/C2781426361","wikidata":"https://www.wikidata.org/wiki/Q5326940","display_name":"Earnings","level":2,"score":0.4230000078678131},{"id":"https://openalex.org/C117245426","wikidata":"https://www.wikidata.org/wiki/Q235038","display_name":"Technical analysis","level":2,"score":0.41839998960494995},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.4092999994754791},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.4056999981403351},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.39719998836517334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3718999922275543},{"id":"https://openalex.org/C33435437","wikidata":"https://www.wikidata.org/wiki/Q366791","display_name":"Curiosity","level":2,"score":0.3610000014305115},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35519999265670776},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C2778865806","wikidata":"https://www.wikidata.org/wiki/Q6060850","display_name":"Investment decisions","level":3,"score":0.3248000144958496},{"id":"https://openalex.org/C178633814","wikidata":"https://www.wikidata.org/wiki/Q4218461","display_name":"Accredited investor","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.28949999809265137},{"id":"https://openalex.org/C109574028","wikidata":"https://www.wikidata.org/wiki/Q647525","display_name":"Behavioral economics","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.2773999869823456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2619999945163727},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.47989/ir31261271","is_oa":true,"landing_page_url":"https://doi.org/10.47989/ir31261271","pdf_url":"https://publicera.kb.se/ir/article/download/61271/52799","source":{"id":"https://openalex.org/S4210195660","display_name":"Information Research an international electronic journal","issn_l":"1368-1613","issn":["1368-1613"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317106","host_organization_name":"University of Bor\u00e5s","host_organization_lineage":["https://openalex.org/P4310317106"],"host_organization_lineage_names":["University of Bor\u00e5s"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Research an international electronic journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.47989/ir31261271","is_oa":true,"landing_page_url":"https://doi.org/10.47989/ir31261271","pdf_url":"https://publicera.kb.se/ir/article/download/61271/52799","source":{"id":"https://openalex.org/S4210195660","display_name":"Information Research an international electronic journal","issn_l":"1368-1613","issn":["1368-1613"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317106","host_organization_name":"University of Bor\u00e5s","host_organization_lineage":["https://openalex.org/P4310317106"],"host_organization_lineage_names":["University of Bor\u00e5s"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Research an international electronic journal","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6875008344650269}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7161247452.pdf","grobid_xml":"https://content.openalex.org/works/W7161247452.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Introduction.":[0],"The":[1,184],"advent":[2],"of":[3,63,74,124,146,171,187],"generative":[4,75,149,180],"artificial":[5],"intelligence":[6],"has":[7],"fundamentally":[8],"changed":[9],"how":[10],"ordinary":[11],"investors":[12,41],"get,":[13],"examine,":[14],"and":[15,34,71,99,107,131,136,157,176,197],"comprehend":[16],"financial":[17,161],"data":[18,46,137],"to":[19,87,167],"make":[20],"predictions":[21],"about":[22,133],"the":[23,64,68,79,115,188],"stock":[24,88],"market.":[25],"Method.":[26],"This":[27,164],"study":[28,65,165],"utilised":[29],"a":[30,108,144,168],"qualitative":[31,45],"research":[32],"method":[33,189],"snowball":[35],"sampling.":[36],"Semi-structured":[37],"interviews":[38],"with":[39],"25":[40],"from":[42,159],"India,":[43],"collected":[44],"which":[47],"was":[48],"analysed":[49],"using":[50],"thematic":[51],"analysis":[52],"in":[53,110,126,148,179],"NVivo":[54],"12,":[55],"accompanied":[56],"by":[57],"tool-assisted":[58],"sentiment":[59,93],"categorisation.":[60],"Analysis.":[61],"Results":[62],"revealed":[66],"that":[67],"speed,":[69],"automation,":[70],"intuitive":[72],"interfaces":[73],"AI":[76,127,150],"solutions":[77],"are":[78,113],"main":[80,116],"factors":[81],"driving":[82],"investor":[83,172],"adoption.":[84],"In":[85],"addition":[86],"price":[89],"prediction,":[90],"applications":[91],"include":[92],"analysis,":[94],"scenario":[95],"modelling,":[96],"risk":[97],"identification,":[98],"earnings":[100],"call":[101],"summary.":[102],"Time":[103],"savings,":[104],"better":[105,169],"decision-making,":[106],"decrease":[109],"emotional":[111],"bias":[112],"among":[114],"advantages":[117],"noted.":[118],"Nevertheless,":[119],"issues":[120],"including":[121],"hallucinations,":[122],"lack":[123],"context":[125],"outputs,":[128],"verification":[129,174],"issues,":[130],"worries":[132],"bias,":[134],"ethics,":[135],"privacy":[138],"still":[139],"exist.":[140],"Results.":[141],"Investors":[142],"showed":[143],"degree":[145],"faith":[147],"technologies,":[151],"frequently":[152],"depending":[153],"on":[154,192],"technical":[155],"indications":[156],"cross-verification":[158],"conventional":[160],"sources.":[162],"Conclusion.":[163],"contributes":[166],"understanding":[170],"trust,":[173,194],"behaviour,":[175],"human-AI":[177],"interaction":[178],"AI-supported":[181],"investment":[182],"decision-making.":[183],"long-term":[185],"viability":[186],"will":[190],"rely":[191],"user":[193],"regulatory":[195],"alignment,":[196],"responsible":[198],"deployment.":[199]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-05-16T00:00:00"}
