{"id":"https://openalex.org/W4405995779","doi":"https://doi.org/10.1177/09610006241307028","title":"Transforming higher education libraries with data analytics, business intelligence, and business analytics: A review","display_name":"Transforming higher education libraries with data analytics, business intelligence, and business analytics: A review","publication_year":2025,"publication_date":"2025-01-02","ids":{"openalex":"https://openalex.org/W4405995779","doi":"https://doi.org/10.1177/09610006241307028"},"language":"en","primary_location":{"id":"doi:10.1177/09610006241307028","is_oa":true,"landing_page_url":"https://doi.org/10.1177/09610006241307028","pdf_url":null,"source":{"id":"https://openalex.org/S115019648","display_name":"Journal of Librarianship and Information Science","issn_l":"0961-0006","issn":["0961-0006","1741-6477"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Librarianship and Information Science","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1177/09610006241307028","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024108188","display_name":"Prodip Roy","orcid":"https://orcid.org/0000-0003-4915-8899"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Prodip Roy","raw_affiliation_strings":["RMIT University, Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024108188"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":4.4301,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92333037,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"58","issue":"1","first_page":"23","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9994999766349792,"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":0.9994999766349792,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9643999934196472,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9297999739646912,"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/business-intelligence","display_name":"Business intelligence","score":0.8318177461624146},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.7201924324035645},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6404149532318115},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5378612279891968},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5055587291717529},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.48053961992263794},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4589863717556},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.45856985449790955},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.43220147490501404},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.365142285823822},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36352023482322693},{"id":"https://openalex.org/keywords/business-analysis","display_name":"Business analysis","score":0.2568700313568115},{"id":"https://openalex.org/keywords/web-intelligence","display_name":"Web intelligence","score":0.25554829835891724},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.21179324388504028},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1856156885623932},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15293145179748535},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.13900598883628845},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.09544533491134644}],"concepts":[{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.8318177461624146},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.7201924324035645},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6404149532318115},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5378612279891968},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5055587291717529},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.48053961992263794},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4589863717556},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.45856985449790955},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.43220147490501404},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.365142285823822},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36352023482322693},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.2568700313568115},{"id":"https://openalex.org/C544335954","wikidata":"https://www.wikidata.org/wiki/Q2553348","display_name":"Web intelligence","level":4,"score":0.25554829835891724},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.21179324388504028},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1856156885623932},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15293145179748535},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.13900598883628845},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.09544533491134644},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/09610006241307028","is_oa":true,"landing_page_url":"https://doi.org/10.1177/09610006241307028","pdf_url":null,"source":{"id":"https://openalex.org/S115019648","display_name":"Journal of Librarianship and Information Science","issn_l":"0961-0006","issn":["0961-0006","1741-6477"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Librarianship and Information Science","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/28386065","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"}],"best_oa_location":{"id":"doi:10.1177/09610006241307028","is_oa":true,"landing_page_url":"https://doi.org/10.1177/09610006241307028","pdf_url":null,"source":{"id":"https://openalex.org/S115019648","display_name":"Journal of Librarianship and Information Science","issn_l":"0961-0006","issn":["0961-0006","1741-6477"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Librarianship and Information Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":100,"referenced_works":["https://openalex.org/W132231813","https://openalex.org/W584790758","https://openalex.org/W625354010","https://openalex.org/W1754866766","https://openalex.org/W1832217497","https://openalex.org/W1974182874","https://openalex.org/W1975844031","https://openalex.org/W1983498378","https://openalex.org/W1989295966","https://openalex.org/W1999259587","https://openalex.org/W2085184106","https://openalex.org/W2091064058","https://openalex.org/W2107023540","https://openalex.org/W2125800352","https://openalex.org/W2126105410","https://openalex.org/W2128476487","https://openalex.org/W2132912822","https://openalex.org/W2157954477","https://openalex.org/W2171365126","https://openalex.org/W2246905224","https://openalex.org/W2263152660","https://openalex.org/W2303147257","https://openalex.org/W2344420411","https://openalex.org/W2416376918","https://openalex.org/W2471432754","https://openalex.org/W2471998607","https://openalex.org/W2507307085","https://openalex.org/W2512965003","https://openalex.org/W2517572945","https://openalex.org/W2566808795","https://openalex.org/W2573769426","https://openalex.org/W2594153775","https://openalex.org/W2604322661","https://openalex.org/W2609577329","https://openalex.org/W2610213971","https://openalex.org/W2618906217","https://openalex.org/W2760005981","https://openalex.org/W2765375080","https://openalex.org/W2766977116","https://openalex.org/W2767504058","https://openalex.org/W2771905318","https://openalex.org/W2775114432","https://openalex.org/W2777481639","https://openalex.org/W2780195716","https://openalex.org/W2783293565","https://openalex.org/W2790638129","https://openalex.org/W2807639361","https://openalex.org/W2809893564","https://openalex.org/W2882979656","https://openalex.org/W2888750492","https://openalex.org/W2898009575","https://openalex.org/W2917924626","https://openalex.org/W2952819813","https://openalex.org/W2993268436","https://openalex.org/W2999466468","https://openalex.org/W3001551978","https://openalex.org/W3005200991","https://openalex.org/W3010920365","https://openalex.org/W3015014057","https://openalex.org/W3020846195","https://openalex.org/W3022876753","https://openalex.org/W3038987397","https://openalex.org/W3040111792","https://openalex.org/W3045793624","https://openalex.org/W3091899714","https://openalex.org/W3106153160","https://openalex.org/W3109589568","https://openalex.org/W3112133684","https://openalex.org/W3112722214","https://openalex.org/W3116157069","https://openalex.org/W3119569897","https://openalex.org/W3132600000","https://openalex.org/W3156402806","https://openalex.org/W3163311060","https://openalex.org/W3169542166","https://openalex.org/W3173599172","https://openalex.org/W3203619381","https://openalex.org/W4200390735","https://openalex.org/W4200444944","https://openalex.org/W4206941766","https://openalex.org/W4210677594","https://openalex.org/W4213369075","https://openalex.org/W4214810909","https://openalex.org/W4225806553","https://openalex.org/W4239689266","https://openalex.org/W4240365797","https://openalex.org/W4244728594","https://openalex.org/W4245794908","https://openalex.org/W4250154827","https://openalex.org/W4254025966","https://openalex.org/W4255546856","https://openalex.org/W4283218794","https://openalex.org/W4288446796","https://openalex.org/W4289705624","https://openalex.org/W4293101635","https://openalex.org/W4297081765","https://openalex.org/W4365812439","https://openalex.org/W4387670501","https://openalex.org/W4400004295","https://openalex.org/W4400676910"],"related_works":["https://openalex.org/W4297125457","https://openalex.org/W2782244122","https://openalex.org/W4212976760","https://openalex.org/W4285327177","https://openalex.org/W4391096297","https://openalex.org/W1490270786","https://openalex.org/W3068949829","https://openalex.org/W4394895770","https://openalex.org/W3084725539","https://openalex.org/W2950879898"],"abstract_inverted_index":{"This":[0,144,194,221],"pioneering":[1],"literature":[2,200,222],"review":[3,58,106,145,170,195,223],"represents":[4],"a":[5,38,49,63,147,172,209,238],"seminal":[6],"moment":[7],"in":[8,89,96,122,151,164,204,217],"the":[9,12,19,35,67,83,116,153,158,185,198,226,232,244],"field,":[10],"providing":[11,48],"first":[13],"exhaustive":[14],"and":[15,29,44,51,80,118,135,207,249],"systematic":[16,126],"exploration":[17],"of":[18,22,41,54,66,86,128,133,161,175,229],"contemporary":[20],"conceptualisations":[21],"data":[23,68,94,162],"analytics":[24,27,69,95,163,180,215],"(DA),":[25],"business":[26,30],"(BA),":[28],"intelligence":[31],"(BI),":[32],"thereby":[33,242],"laying":[34],"foundation":[36,210],"for":[37,110,181,187,211,246],"deeper":[39],"understanding":[40,65,152],"these":[42,55,103],"complex":[43,76],"interconnected":[45],"phenomena.":[46],"By":[47,101],"thorough":[50],"authoritative":[52],"overview":[53],"concepts,":[56],"this":[57,75,97,105,169],"empowers":[59],"library":[60,111],"professionals":[61,112],"with":[62,78],"lucid":[64],"phenomenon,":[70],"enabling":[71],"them":[72],"to":[73,113,140,190,197],"navigate":[74,115],"landscape":[77],"confidence":[79],"clarity.":[81],"Despite":[82],"growing":[84],"importance":[85],"data-driven":[87,120],"decision-making":[88,121,166],"university":[90,219],"libraries,":[91],"research":[92,206,248],"on":[93,178,231,237],"context":[98],"is":[99],"scarce.":[100],"investigating":[102],"aspects,":[104],"provides":[107,208],"comprehensive":[108,176],"insights":[109],"effectively":[114],"trend":[117],"inform":[119],"academic":[123],"librarianship.":[124],"A":[125],"search":[127],"databases,":[129],"including":[130],"Scopus,":[131],"Web":[132],"Science,":[134],"Google":[136],"Scholar":[137],"was":[138],"conducted":[139],"identify":[141],"relevant":[142],"literature.":[143],"reveals":[146,171],"significant":[148],"knowledge":[149,230],"gap":[150],"specific":[154],"obstacles":[155],"that":[156],"hinder":[157],"effective":[159],"application":[160],"transforming":[165],"processes.":[167],"Moreover,":[168],"notable":[173],"absence":[174],"guidance":[177],"leveraging":[179],"informed":[182],"decision-making,":[183],"highlighting":[184],"need":[186],"in-depth":[188],"recommendations":[189],"support":[191],"successful":[192],"implementation.":[193],"contributes":[196],"existing":[199],"by":[201,234],"identifying":[202],"gaps":[203],"current":[205,227],"further":[212],"investigation":[213],"into":[214],"adoption":[216],"Australian":[218],"libraries.":[220],"meaningfully":[224],"extends":[225],"body":[228],"subject":[233],"shedding":[235],"light":[236],"previously":[239],"unaddressed":[240],"gap,":[241],"paving":[243],"way":[245],"future":[247],"exploration.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
