{"id":"https://openalex.org/W2735541318","doi":"https://doi.org/10.1007/s10257-017-0362-y","title":"Big data analytics capabilities: a systematic literature review and research agenda","display_name":"Big data analytics capabilities: a systematic literature review and research agenda","publication_year":2017,"publication_date":"2017-07-15","ids":{"openalex":"https://openalex.org/W2735541318","doi":"https://doi.org/10.1007/s10257-017-0362-y","mag":"2735541318"},"language":"en","primary_location":{"id":"doi:10.1007/s10257-017-0362-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10257-017-0362-y","pdf_url":null,"source":{"id":"https://openalex.org/S56271844","display_name":"Information Systems and e-Business Management","issn_l":"1617-9846","issn":["1617-9846","1617-9854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems and e-Business Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11250/2478606","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076679564","display_name":"Patrick Mikalef","orcid":"https://orcid.org/0000-0002-6788-2277"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Patrick Mikalef","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080505347","display_name":"Ilias O. Pappas","orcid":"https://orcid.org/0000-0001-7528-3488"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ilias O. Pappas","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018388871","display_name":"John Krogstie","orcid":"https://orcid.org/0000-0003-4830-1876"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"John Krogstie","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029977269","display_name":"Michail N. Giannakos","orcid":"https://orcid.org/0000-0002-8016-6208"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Michail Giannakos","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076679564"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":67.0796,"has_fulltext":false,"cited_by_count":834,"citation_normalized_percentile":{"value":0.99952985,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"16","issue":"3","first_page":"547","last_page":"578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9991000294685364,"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":0.9991000294685364,"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.9847999811172485,"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"}},{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.9580000042915344,"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","display_name":"Big data","score":0.8422009348869324},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6838204264640808},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.5942673087120056},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.5429456233978271},{"id":"https://openalex.org/keywords/business-value","display_name":"Business value","score":0.5314817428588867},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5122293829917908},{"id":"https://openalex.org/keywords/extant-taxon","display_name":"Extant taxon","score":0.5116296410560608},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.49256736040115356},{"id":"https://openalex.org/keywords/dynamic-capabilities","display_name":"Dynamic capabilities","score":0.49093392491340637},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4734078347682953},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.45553848147392273},{"id":"https://openalex.org/keywords/resource-based-view","display_name":"Resource-based view","score":0.4301373064517975},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.42329785227775574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42210260033607483},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.29435282945632935},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.20621556043624878},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1661110818386078},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.15554243326187134}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8422009348869324},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6838204264640808},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.5942673087120056},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.5429456233978271},{"id":"https://openalex.org/C147239956","wikidata":"https://www.wikidata.org/wiki/Q556441","display_name":"Business value","level":3,"score":0.5314817428588867},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5122293829917908},{"id":"https://openalex.org/C178300618","wikidata":"https://www.wikidata.org/wiki/Q1898509","display_name":"Extant taxon","level":2,"score":0.5116296410560608},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.49256736040115356},{"id":"https://openalex.org/C2780504989","wikidata":"https://www.wikidata.org/wiki/Q2742037","display_name":"Dynamic capabilities","level":2,"score":0.49093392491340637},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4734078347682953},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.45553848147392273},{"id":"https://openalex.org/C2779669084","wikidata":"https://www.wikidata.org/wiki/Q382097","display_name":"Resource-based view","level":3,"score":0.4301373064517975},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.42329785227775574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42210260033607483},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.29435282945632935},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.20621556043624878},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1661110818386078},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15554243326187134},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2776943663","wikidata":"https://www.wikidata.org/wiki/Q165687","display_name":"Human capital","level":2,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10257-017-0362-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10257-017-0362-y","pdf_url":null,"source":{"id":"https://openalex.org/S56271844","display_name":"Information Systems and e-Business Management","issn_l":"1617-9846","issn":["1617-9846","1617-9854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems and e-Business Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infsem:v:16:y:2018:i:3:d:10.1007_s10257-017-0362-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10257-017-0362-y","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2478606","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2478606","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Systems and E-Business Management","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2478606","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2478606","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Systems and E-Business Management","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4678377225","display_name":null,"funder_award_id":"704110","funder_id":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020"}],"funders":[{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":138,"referenced_works":["https://openalex.org/W2148704","https://openalex.org/W35633539","https://openalex.org/W56723094","https://openalex.org/W76726255","https://openalex.org/W102854459","https://openalex.org/W136859453","https://openalex.org/W179854995","https://openalex.org/W1001370459","https://openalex.org/W1129193082","https://openalex.org/W1196287705","https://openalex.org/W1198410920","https://openalex.org/W1270660894","https://openalex.org/W1479674189","https://openalex.org/W1484610502","https://openalex.org/W1485916023","https://openalex.org/W1487531252","https://openalex.org/W1500693574","https://openalex.org/W1505837402","https://openalex.org/W1527616587","https://openalex.org/W1530446948","https://openalex.org/W1539089137","https://openalex.org/W1543907397","https://openalex.org/W1598602811","https://openalex.org/W1602965708","https://openalex.org/W1687401645","https://openalex.org/W1853999331","https://openalex.org/W1919895648","https://openalex.org/W1969975398","https://openalex.org/W1972885545","https://openalex.org/W1974699867","https://openalex.org/W1978399955","https://openalex.org/W1980259745","https://openalex.org/W1987477153","https://openalex.org/W1987722700","https://openalex.org/W1998271713","https://openalex.org/W2003508075","https://openalex.org/W2004707691","https://openalex.org/W2005593452","https://openalex.org/W2008420823","https://openalex.org/W2018514036","https://openalex.org/W2018821139","https://openalex.org/W2019880039","https://openalex.org/W2021708270","https://openalex.org/W2030104426","https://openalex.org/W2030397439","https://openalex.org/W2038231614","https://openalex.org/W2039909919","https://openalex.org/W2042463003","https://openalex.org/W2043189549","https://openalex.org/W2045496608","https://openalex.org/W2047507037","https://openalex.org/W2049488169","https://openalex.org/W2056908102","https://openalex.org/W2059813301","https://openalex.org/W2061977616","https://openalex.org/W2065393477","https://openalex.org/W2071850777","https://openalex.org/W2074862626","https://openalex.org/W2079666165","https://openalex.org/W2085234939","https://openalex.org/W2089402107","https://openalex.org/W2091704485","https://openalex.org/W2095422038","https://openalex.org/W2099941344","https://openalex.org/W2101654853","https://openalex.org/W2102002547","https://openalex.org/W2102469678","https://openalex.org/W2106956101","https://openalex.org/W2107604945","https://openalex.org/W2109574129","https://openalex.org/W2122679534","https://openalex.org/W2123192905","https://openalex.org/W2123709218","https://openalex.org/W2127692094","https://openalex.org/W2131206485","https://openalex.org/W2133739470","https://openalex.org/W2135303445","https://openalex.org/W2135310055","https://openalex.org/W2137945789","https://openalex.org/W2139646386","https://openalex.org/W2139719701","https://openalex.org/W2140956556","https://openalex.org/W2148060162","https://openalex.org/W2151780527","https://openalex.org/W2157963257","https://openalex.org/W2160327429","https://openalex.org/W2162334453","https://openalex.org/W2164405127","https://openalex.org/W2165823521","https://openalex.org/W2169667133","https://openalex.org/W2182756997","https://openalex.org/W2258542398","https://openalex.org/W2261525379","https://openalex.org/W2276888481","https://openalex.org/W2284916459","https://openalex.org/W2285144687","https://openalex.org/W2287243862","https://openalex.org/W2293397519","https://openalex.org/W2296211842","https://openalex.org/W2296704833","https://openalex.org/W2297968950","https://openalex.org/W2304640842","https://openalex.org/W2311688510","https://openalex.org/W2394838780","https://openalex.org/W2473432990","https://openalex.org/W2478339442","https://openalex.org/W2496777941","https://openalex.org/W2500920028","https://openalex.org/W2505786633","https://openalex.org/W2512365341","https://openalex.org/W2515300481","https://openalex.org/W2517745273","https://openalex.org/W2518115580","https://openalex.org/W2519877455","https://openalex.org/W2523174180","https://openalex.org/W2527943531","https://openalex.org/W2528662334","https://openalex.org/W2541513905","https://openalex.org/W2562865343","https://openalex.org/W2567344426","https://openalex.org/W2578499243","https://openalex.org/W2582949467","https://openalex.org/W2583730661","https://openalex.org/W2589424763","https://openalex.org/W2590255024","https://openalex.org/W2621340340","https://openalex.org/W2757967610","https://openalex.org/W2805187884","https://openalex.org/W3123115705","https://openalex.org/W3125260114","https://openalex.org/W3125506817","https://openalex.org/W3125549700","https://openalex.org/W3126004593","https://openalex.org/W3126121702","https://openalex.org/W3210936134","https://openalex.org/W4210992763","https://openalex.org/W4252952299","https://openalex.org/W6638404845"],"related_works":["https://openalex.org/W2050753516","https://openalex.org/W2097751394","https://openalex.org/W2917276100","https://openalex.org/W2186642170","https://openalex.org/W2973814955","https://openalex.org/W3169278803","https://openalex.org/W2332902499","https://openalex.org/W2891018755","https://openalex.org/W2071975879","https://openalex.org/W102760011"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":42},{"year":2025,"cited_by_count":114},{"year":2024,"cited_by_count":110},{"year":2023,"cited_by_count":128},{"year":2022,"cited_by_count":136},{"year":2021,"cited_by_count":132},{"year":2020,"cited_by_count":96},{"year":2019,"cited_by_count":55},{"year":2018,"cited_by_count":21}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
