{"id":"https://openalex.org/W3084502104","doi":"https://doi.org/10.1108/jeim-03-2019-0097","title":"Elucidation of big data analytics in banking: a four-stage Delphi study","display_name":"Elucidation of big data analytics in banking: a four-stage Delphi study","publication_year":2020,"publication_date":"2020-09-14","ids":{"openalex":"https://openalex.org/W3084502104","doi":"https://doi.org/10.1108/jeim-03-2019-0097","mag":"3084502104"},"language":"en","primary_location":{"id":"doi:10.1108/jeim-03-2019-0097","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-03-2019-0097","pdf_url":null,"source":{"id":"https://openalex.org/S141478581","display_name":"Journal of Enterprise Information Management","issn_l":"1741-0398","issn":["1741-0398","1758-7409"],"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":"Journal of Enterprise Information Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/84571/2/Hajiheydari%20Elucidation%20of%20big%20data%20analytics%20in%20banking%3a%20a%20four-stage%20Delphi%20study%202021%20Accepted.PDF","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076408745","display_name":"Mohammad Soltani Delgosha","orcid":null},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]},{"id":"https://openalex.org/I2801520950","display_name":"At Bristol","ror":"https://ror.org/039fp5n52","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2801520950"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Soltani Delgosha","raw_affiliation_strings":["UWE Bristol Business School, , ,","Business School, UWE Bristol, Bristol, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UWE Bristol Business School, , ,","institution_ids":["https://openalex.org/I2801520950"]},{"raw_affiliation_string":"Business School, UWE Bristol, Bristol, UK","institution_ids":["https://openalex.org/I178535277","https://openalex.org/I2801520950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020462868","display_name":"Nastaran Hajiheydari","orcid":"https://orcid.org/0000-0003-3663-5254"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB","IR"],"is_corresponding":false,"raw_author_name":"Nastaran Hajiheydari","raw_affiliation_strings":["University of Sheffield , ,","University of Tehran , ,","University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sheffield , ,","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"University of Tehran , ,","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075479036","display_name":"Sayed Mahmood Fahimi","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sayed Mahmood Fahimi","raw_affiliation_strings":["University of Tehran , ,","University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tehran , ,","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.494,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.92735061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"34","issue":"6","first_page":"1577","last_page":"1596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T12443","display_name":"Delphi Technique in Research","score":0.9771000146865845,"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":0.9747999906539917,"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/big-data","display_name":"Big data","score":0.8594446778297424},{"id":"https://openalex.org/keywords/viewpoints","display_name":"Viewpoints","score":0.7294561862945557},{"id":"https://openalex.org/keywords/delphi-method","display_name":"Delphi method","score":0.7068914175033569},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.593375027179718},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5530930161476135},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5273105502128601},{"id":"https://openalex.org/keywords/delphi","display_name":"Delphi","score":0.5045710802078247},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.47173038125038147},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.46983596682548523},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.4325268268585205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42681777477264404},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4004186987876892},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.39145660400390625},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.2162914276123047},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.19490402936935425},{"id":"https://openalex.org/keywords/business-analysis","display_name":"Business analysis","score":0.17987903952598572},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13174715638160706},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.09342825412750244}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8594446778297424},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.7294561862945557},{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.7068914175033569},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.593375027179718},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5530930161476135},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5273105502128601},{"id":"https://openalex.org/C2779495148","wikidata":"https://www.wikidata.org/wiki/Q487378","display_name":"Delphi","level":2,"score":0.5045710802078247},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.47173038125038147},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.46983596682548523},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.4325268268585205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42681777477264404},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4004186987876892},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.39145660400390625},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2162914276123047},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.19490402936935425},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.17987903952598572},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13174715638160706},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.09342825412750244},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1108/jeim-03-2019-0097","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-03-2019-0097","pdf_url":null,"source":{"id":"https://openalex.org/S141478581","display_name":"Journal of Enterprise Information Management","issn_l":"1741-0398","issn":["1741-0398","1758-7409"],"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":"Journal of Enterprise Information Management","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:165550","is_oa":false,"landing_page_url":"https://eprints.whiterose.ac.uk/165550/1/PDF_Proof.PDF","pdf_url":"https://eprints.whiterose.ac.uk/165550/1/PDF_Proof.PDF","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/84571","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/84571","pdf_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/84571/2/Hajiheydari%20Elucidation%20of%20big%20data%20analytics%20in%20banking%3a%20a%20four-stage%20Delphi%20study%202021%20Accepted.PDF","source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/13ad053d-ec86-4bc8-96c4-89c87fac7ab4","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/13ad053d-ec86-4bc8-96c4-89c87fac7ab4","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Soltani Delgosha, M, Hajiheydari, N & Fahimi , S M 2021, 'Elucidation of big data analytics in banking : a four-stage Delphi study', Journal of Enterprise Information Management, vol. 34, no. 6, pp. 1577-1596. https://doi.org/10.1108/JEIM-03-2019-0097","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/84571","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/84571","pdf_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/84571/2/Hajiheydari%20Elucidation%20of%20big%20data%20analytics%20in%20banking%3a%20a%20four-stage%20Delphi%20study%202021%20Accepted.PDF","source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3084502104.pdf","grobid_xml":"https://content.openalex.org/works/W3084502104.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W28554118","https://openalex.org/W159268512","https://openalex.org/W281062073","https://openalex.org/W656690827","https://openalex.org/W1219527654","https://openalex.org/W1469529214","https://openalex.org/W1570159982","https://openalex.org/W1856419899","https://openalex.org/W1963879048","https://openalex.org/W2001965588","https://openalex.org/W2002554683","https://openalex.org/W2003813760","https://openalex.org/W2004868876","https://openalex.org/W2006183921","https://openalex.org/W2038585248","https://openalex.org/W2045049630","https://openalex.org/W2047914690","https://openalex.org/W2048308733","https://openalex.org/W2049769236","https://openalex.org/W2071850777","https://openalex.org/W2077471925","https://openalex.org/W2087906029","https://openalex.org/W2087936817","https://openalex.org/W2095123696","https://openalex.org/W2095178814","https://openalex.org/W2102044943","https://openalex.org/W2103020125","https://openalex.org/W2122029864","https://openalex.org/W2139661402","https://openalex.org/W2141975087","https://openalex.org/W2149842883","https://openalex.org/W2172852798","https://openalex.org/W2248783999","https://openalex.org/W2260476464","https://openalex.org/W2287227468","https://openalex.org/W2328412008","https://openalex.org/W2487200295","https://openalex.org/W2500378379","https://openalex.org/W2508962850","https://openalex.org/W2512365341","https://openalex.org/W2520083621","https://openalex.org/W2544685225","https://openalex.org/W2574134800","https://openalex.org/W2583504027","https://openalex.org/W2588254039","https://openalex.org/W2592870034","https://openalex.org/W2606915650","https://openalex.org/W2739028090","https://openalex.org/W2748637404","https://openalex.org/W2750126764","https://openalex.org/W2756273905","https://openalex.org/W2792826143","https://openalex.org/W2894023585","https://openalex.org/W2910866042","https://openalex.org/W2951543335","https://openalex.org/W3032190061","https://openalex.org/W3121486263","https://openalex.org/W3123115705","https://openalex.org/W3124580028","https://openalex.org/W3125260114","https://openalex.org/W3203309159"],"related_works":["https://openalex.org/W337110963","https://openalex.org/W2062050714","https://openalex.org/W2030487194","https://openalex.org/W4297125457","https://openalex.org/W2971523465","https://openalex.org/W1965155071","https://openalex.org/W1969884608","https://openalex.org/W1443873342","https://openalex.org/W3138315071","https://openalex.org/W2041058937"],"abstract_inverted_index":{"Purpose":[0],"In":[1,136],"today's":[2],"networked":[3],"business":[4,160],"environment,":[5,161],"a":[6,63,158],"huge":[7],"amount":[8],"of":[9,29,44,55,91,149,154],"data":[10,47,93,109,156],"is":[11,21,32,129],"being":[12],"generated":[13],"and":[14,35,41,61,78,99,114,118,126,132,170],"processed":[15],"in":[16,49,76,94,141,157],"different":[17],"industries,":[18],"which":[19],"banking":[20],"amongst":[22],"the":[23,58,80,87,120,124,142,144,150],"most":[24,88],"important":[25,89],"ones.":[26],"The":[27,83,103],"aim":[28],"this":[30,74],"study":[31],"to":[33,73,106,138],"understand":[34],"prioritize":[36],"strategic":[37],"applications,":[38],"main":[39,104,151],"drivers,":[40],"key":[42],"challenges":[43],"implementing":[45],"big":[46,92,108,155],"analytics":[48],"banks.":[50],"Design/methodology/approach":[51],"To":[52],"take":[53],"advantage":[54],"experts'":[56],"viewpoints,":[57],"authors":[59],"designed":[60],"implemented":[62],"four-round":[64],"Delphi":[65],"study.":[66],"Totally,":[67],"25":[68],"eligible":[69],"experts":[70],"have":[71],"contributed":[72],"survey":[75],"collecting":[77],"analyzing":[79],"data.":[81],"Findings":[82],"results":[84],"revealed":[85],"that":[86],"applications":[90],"banks":[95],"are":[96,111],"\u201cfraud":[97],"detection\u201d":[98],"\u201ccredit":[100],"risk":[101],"analysis.\u201d":[102],"drivers":[105],"start":[107],"endeavors":[110],"\u201cdecision-making":[112],"enhancement\u201d":[113],"\u201cnew":[115],"product/service":[116],"development,\u201d":[117],"finally":[119],"focal":[121],"challenge":[122],"threatening":[123],"efforts":[125],"expected":[127],"outputs":[128],"\u201cinformation":[130],"silos":[131],"unintegrated":[133],"data.\u201d":[134],"Originality/value":[135],"addition":[137],"stepping":[139],"forward":[140],"literature,":[143],"findings":[145],"advance":[146],"our":[147],"understanding":[148],"managerial":[152],"issues":[153],"dynamic":[159],"by":[162],"proposing":[163],"effective":[164],"further":[165],"actions":[166],"for":[167],"both":[168],"scholars":[169],"decision-makers.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2020-09-21T00:00:00"}
