{"id":"https://openalex.org/W7204241677","doi":"https://doi.org/10.67955/bsij.v1i2.18","title":"The Role Of Big Data Analytics In Strategic Decision-Making And Business Performance: A Systematic Literature Review","display_name":"The Role Of Big Data Analytics In Strategic Decision-Making And Business Performance: A Systematic Literature Review","publication_year":2026,"publication_date":"2026-08-26","ids":{"openalex":"https://openalex.org/W7204241677","doi":"https://doi.org/10.67955/bsij.v1i2.18"},"language":"en","primary_location":{"id":"doi:10.67955/bsij.v1i2.18","doi":"https://doi.org/10.67955/bsij.v1i2.18","is_oa":true,"landing_page_url":"https://doi.org/10.67955/bsij.v1i2.18","pdf_url":"https://jurnalyfatra.com/index.php/bsij/article/download/18/12","source":{"id":"https://openalex.org/S7407063836","display_name":"Business System & Innovation Journal","issn_l":"3163-2831","issn":["3163-2831"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Business System & Innovation Journal","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://jurnalyfatra.com/index.php/bsij/article/download/18/12","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130952108","display_name":"Amelia Contesa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210124786","display_name":"Universitas Lancang Kuning","ror":"https://ror.org/0283yy536","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210124786"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Amelia Contesa","raw_affiliation_strings":["Universitas Lancang Kuning"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Lancang Kuning","institution_ids":["https://openalex.org/I4210124786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093824664","display_name":"Ilzi Adrolis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210124786","display_name":"Universitas Lancang Kuning","ror":"https://ror.org/0283yy536","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210124786"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ilzi Adrolis","raw_affiliation_strings":["Faculty of Computer Science , Lancang Kuning University , Pekanbaru , Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science , Lancang Kuning University , Pekanbaru , Indonesia","institution_ids":["https://openalex.org/I4210124786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061941159","display_name":"Wenni Syafitri","orcid":"https://orcid.org/0000-0003-3612-5078","observed_orcids":["https://orcid.org/0000-0003-3612-5078"]},"institutions":[{"id":"https://openalex.org/I4210124786","display_name":"Universitas Lancang Kuning","ror":"https://ror.org/0283yy536","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210124786"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wenni Syafitri","raw_affiliation_strings":["Universitas Lancang Kuning"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Lancang Kuning","institution_ids":["https://openalex.org/I4210124786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148276041","display_name":"Abdullah","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdullah Abdullah","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":"2","first_page":"53","last_page":"63"},"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":0.00019999999494757503,"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/big-data-analytics","display_name":"big data analytics","score":1.0},{"id":"https://openalex.org/keywords/strategic-decision-making","display_name":"strategic decision-making","score":1.0},{"id":"https://openalex.org/keywords/firm-performance","display_name":"firm performance","score":0.9959999918937683},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"digital transformation","score":0.8899999856948853},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.7279999852180481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9430000185966492},{"id":"https://openalex.org/keywords/innovation-capability","display_name":"innovation ability","score":0.7419999837875366},{"id":"https://openalex.org/keywords/organizational-agility","display_name":"organizational agility","score":0.781000018119812},{"id":"https://openalex.org/keywords/customer-personalization","display_name":"customer personalization","score":0.8579999804496765},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"competitive advantage","score":0.9779999852180481},{"id":"https://openalex.org/keywords/sustainability","display_name":"sustainability","score":0.9089999794960022},{"id":"https://openalex.org/keywords/analytics-governance","display_name":"analytics governance","score":0.7390000224113464},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.6600000262260437},{"id":"https://openalex.org/keywords/human-ai-collaboration","display_name":"human-AI collaboration","score":0.8730000257492065},{"id":"https://openalex.org/keywords/small-and-medium-sized-enterprises","display_name":"small and medium-sized enterprises","score":0.9340000152587891}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6837999820709229},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.650600016117096},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5978000164031982},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.570900022983551},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.536300003528595},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5164999961853027},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5131000280380249},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.4717999994754791},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.4052000045776367},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.385699987411499},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3846000134944916},{"id":"https://openalex.org/C48243021","wikidata":"https://www.wikidata.org/wiki/Q932522","display_name":"Strategic planning","level":2,"score":0.37459999322891235},{"id":"https://openalex.org/C86275758","wikidata":"https://www.wikidata.org/wiki/Q376657","display_name":"Strategic management","level":2,"score":0.36730000376701355},{"id":"https://openalex.org/C103423482","wikidata":"https://www.wikidata.org/wiki/Q552515","display_name":"Competitive intelligence","level":2,"score":0.35760000348091125},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34360000491142273},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.33730000257492065},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.28929999470710754},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C165672731","wikidata":"https://www.wikidata.org/wiki/Q25047583","display_name":"Organizational performance","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C2779351106","wikidata":"https://www.wikidata.org/wiki/Q24965456","display_name":"Decision quality","level":3,"score":0.25450000166893005},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.25119999051094055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25029999017715454},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.67955/bsij.v1i2.18","doi":"https://doi.org/10.67955/bsij.v1i2.18","is_oa":true,"landing_page_url":"https://doi.org/10.67955/bsij.v1i2.18","pdf_url":"https://jurnalyfatra.com/index.php/bsij/article/download/18/12","source":{"id":"https://openalex.org/S7407063836","display_name":"Business System & Innovation Journal","issn_l":"3163-2831","issn":["3163-2831"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Business System & Innovation Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.67955/bsij.v1i2.18","doi":"https://doi.org/10.67955/bsij.v1i2.18","is_oa":true,"landing_page_url":"https://doi.org/10.67955/bsij.v1i2.18","pdf_url":"https://jurnalyfatra.com/index.php/bsij/article/download/18/12","source":{"id":"https://openalex.org/S7407063836","display_name":"Business System & Innovation Journal","issn_l":"3163-2831","issn":["3163-2831"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Business System & Innovation Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204241677.pdf","grobid_xml":"https://content.openalex.org/works/W7204241677.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2141002869","https://openalex.org/W3118615836","https://openalex.org/W3147424989","https://openalex.org/W4200570677","https://openalex.org/W4210498922","https://openalex.org/W4284894919","https://openalex.org/W4293041222","https://openalex.org/W4386476242","https://openalex.org/W4387452424","https://openalex.org/W4392232974","https://openalex.org/W4395029934","https://openalex.org/W4396845614","https://openalex.org/W4400212447","https://openalex.org/W4401381333","https://openalex.org/W4402885245","https://openalex.org/W4403139445","https://openalex.org/W4404642352","https://openalex.org/W4408686413","https://openalex.org/W4411633303","https://openalex.org/W4413326043","https://openalex.org/W4414267849","https://openalex.org/W4415241894","https://openalex.org/W4415794432","https://openalex.org/W7107857462","https://openalex.org/W7114777286","https://openalex.org/W7118006760"],"related_works":["https://openalex.org/W4391878059","https://openalex.org/W7172315210","https://openalex.org/W4414980089","https://openalex.org/W7221715824","https://openalex.org/W7216401818","https://openalex.org/W7124134197","https://openalex.org/W4412402834","https://openalex.org/W4409409799","https://openalex.org/W4417034211","https://openalex.org/W7215398195"],"abstract_inverted_index":{"Digital":[0],"transformation":[1],"has":[2],"increased":[3],"organizational":[4,30,112],"reliance":[5],"on":[6,23,145],"big":[7],"data":[8],"analytics":[9,94,188],"(BDA)":[10],"to":[11,27,64],"support":[12],"strategic":[13,28,126,180],"decisions":[14],"and":[15,32,46,53,59,69,77,90,100,119,131,133,147,155,160,163,179,182,186],"improve":[16],"business":[17,128],"performance.":[18],"This":[19],"study":[20],"synthesizes":[21],"evidence":[22,144],"how":[24],"BDA":[25,86,103,156,175],"contributes":[26,170],"decision-making,":[29,127],"performance,":[31,129],"innovation":[33,120],"through":[34],"a":[35,177],"systematic":[36],"literature":[37,141],"review.":[38],"The":[39,82,122,168],"review":[40,169],"followed":[41],"the":[42,140],"PRISMA":[43],"2020":[44],"framework":[45],"searched":[47],"Scopus,":[48],"IEEE":[49],"Xplore,":[50],"ScienceDirect,":[51],"SpringerLink,":[52],"Google":[54],"Scholar":[55],"for":[56],"English-language":[57],"journal":[58],"conference":[60],"publications":[61],"from":[62],"2021":[63],"2026.":[65],"After":[66],"identification,":[67],"screening,":[68],"full-text":[70],"eligibility":[71],"assessment,":[72],"33":[73],"studies":[74],"were":[75,125],"included":[76],"examined":[78],"using":[79],"thematic":[80],"analysis.":[81],"findings":[83],"show":[84],"that":[85],"strengthens":[87],"decision":[88],"quality":[89],"speed":[91],"by":[92],"combining":[93],"capability,":[95],"predictive":[96,137],"modeling,":[97],"artificial":[98,134,149],"intelligence,":[99,150],"data-driven":[101],"insights.":[102],"is":[104],"also":[105],"associated":[106],"with":[107,136],"operational":[108],"efficiency,":[109],"project":[110],"success,":[111],"agility,":[113],"customer":[114],"personalization,":[115],"competitive":[116],"advantage,":[117],"sustainability,":[118],"capability.":[121],"dominant":[123],"themes":[124],"sustainability":[130],"innovation,":[132],"intelligence":[135],"analytics.":[138],"However,":[139],"provides":[142],"limited":[143],"explainable":[146],"ethical":[148],"human-AI":[151],"collaboration,":[152],"real-time":[153],"analytics,":[154],"adoption":[157],"among":[158],"small":[159],"medium-sized":[161],"enterprises":[162],"organizations":[164],"in":[165],"developing":[166],"economies.":[167],"an":[171],"integrated":[172],"view":[173],"of":[174],"as":[176],"socio-technical":[178],"capability":[181],"recommends":[183],"transparent,":[184],"scalable,":[185],"human-centered":[187],"governance.":[189]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-08-27T00:00:00"}