{"id":"https://openalex.org/W3093439928","doi":"https://doi.org/10.1080/17517575.2020.1812005","title":"Big data analytics in healthcare: a systematic literature review","display_name":"Big data analytics in healthcare: a systematic literature review","publication_year":2020,"publication_date":"2020-08-08","ids":{"openalex":"https://openalex.org/W3093439928","doi":"https://doi.org/10.1080/17517575.2020.1812005","mag":"3093439928"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2020.1812005","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17517575.2020.1812005","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17517575.2020.1812005?needAccess=true","source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17517575.2020.1812005?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042970164","display_name":"Sayantan Khanra","orcid":"https://orcid.org/0000-0001-6618-8542"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I3131870445","display_name":"Woxsen School of Business","ror":"https://ror.org/0305fyb87","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131870445"]}],"countries":["FI","IN"],"is_corresponding":false,"raw_author_name":"Sayantan Khanra","raw_affiliation_strings":["School of Business, Woxsen University, Hyderabad, India","Turku School of Economics, University of Turku, Turku, Finland"],"raw_orcid":"https://orcid.org/0000-0001-6618-8542","affiliations":[{"raw_affiliation_string":"School of Business, Woxsen University, Hyderabad, India","institution_ids":["https://openalex.org/I3131870445"]},{"raw_affiliation_string":"Turku School of Economics, University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008359350","display_name":"Amandeep Dhir","orcid":null},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]},{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]},{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI","NO","ZA"],"is_corresponding":true,"raw_author_name":"Amandeep Dhir","raw_affiliation_strings":["Department of Management, School of Business & Law, University of Agder, Kristiansand, Norway","Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa","School of Business and Management, LUT University, Lappeenranta, Finland"],"raw_orcid":"https://orcid.org/0000-0002-6006-6058","affiliations":[{"raw_affiliation_string":"Department of Management, School of Business & Law, University of Agder, Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]},{"raw_affiliation_string":"Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa","institution_ids":["https://openalex.org/I27765905"]},{"raw_affiliation_string":"School of Business and Management, LUT University, Lappeenranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038071005","display_name":"A.K.M. Najmul Islam","orcid":"https://orcid.org/0000-0003-2236-3278"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"A. K. M. Najmul Islam","raw_affiliation_strings":["LUT School of Engineering Science, LUT University, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LUT School of Engineering Science, LUT University, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065472011","display_name":"Matti M\u00e4ntym\u00e4ki","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matti M\u00e4ntym\u00e4ki","raw_affiliation_strings":["Turku School of Economics, University of Turku, Turku, Finland"],"raw_orcid":"https://orcid.org/0000-0002-1981-566X","affiliations":[{"raw_affiliation_string":"Turku School of Economics, University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008359350"],"corresponding_institution_ids":["https://openalex.org/I200650556","https://openalex.org/I27765905","https://openalex.org/I63548447"],"apc_list":null,"apc_paid":null,"fwci":39.1915,"has_fulltext":true,"cited_by_count":277,"citation_normalized_percentile":{"value":0.99899438,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"14","issue":"7","first_page":"878","last_page":"912"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9972000122070312,"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":0.9972000122070312,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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":0.7455295324325562},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6846388578414917},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6475975513458252},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6114957332611084},{"id":"https://openalex.org/keywords/healthcare-delivery","display_name":"Healthcare delivery","score":0.5923423767089844},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.545756459236145},{"id":"https://openalex.org/keywords/healthcare-service","display_name":"Healthcare service","score":0.5142428278923035},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47720155119895935},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4189845323562622},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3185526430606842},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.30372798442840576},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.17930054664611816},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.0859961211681366}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7455295324325562},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6846388578414917},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6475975513458252},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6114957332611084},{"id":"https://openalex.org/C3018457447","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Healthcare delivery","level":3,"score":0.5923423767089844},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.545756459236145},{"id":"https://openalex.org/C3018279614","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Healthcare service","level":3,"score":0.5142428278923035},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47720155119895935},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4189845323562622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3185526430606842},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.30372798442840576},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.17930054664611816},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.0859961211681366},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17517575.2020.1812005","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17517575.2020.1812005","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17517575.2020.1812005?needAccess=true","source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:www.utupub.fi:10024/166175","is_oa":false,"landing_page_url":"https://www.utupub.fi/handle/10024/166175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1080/17517575.2020.1812005","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17517575.2020.1812005","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17517575.2020.1812005?needAccess=true","source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4812242006","display_name":null,"funder_award_id":"326066","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G8235275105","display_name":null,"funder_award_id":"292448","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G8443631427","display_name":null,"funder_award_id":"334595","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3093439928.pdf","grobid_xml":"https://content.openalex.org/works/W3093439928.grobid-xml"},"referenced_works_count":85,"referenced_works":["https://openalex.org/W229682254","https://openalex.org/W752702076","https://openalex.org/W1502511610","https://openalex.org/W1517701247","https://openalex.org/W1540473979","https://openalex.org/W1555015198","https://openalex.org/W1770604065","https://openalex.org/W1963247627","https://openalex.org/W1968573882","https://openalex.org/W2010913243","https://openalex.org/W2074742596","https://openalex.org/W2078416735","https://openalex.org/W2087936817","https://openalex.org/W2120751691","https://openalex.org/W2124794572","https://openalex.org/W2171815584","https://openalex.org/W2174357492","https://openalex.org/W2285118877","https://openalex.org/W2300608785","https://openalex.org/W2304273040","https://openalex.org/W2349508573","https://openalex.org/W2395248421","https://openalex.org/W2498229780","https://openalex.org/W2513202618","https://openalex.org/W2522439929","https://openalex.org/W2539462255","https://openalex.org/W2550329658","https://openalex.org/W2555335979","https://openalex.org/W2563185281","https://openalex.org/W2563326479","https://openalex.org/W2573701227","https://openalex.org/W2574134800","https://openalex.org/W2577655365","https://openalex.org/W2589699175","https://openalex.org/W2606568264","https://openalex.org/W2610135452","https://openalex.org/W2612402396","https://openalex.org/W2729161046","https://openalex.org/W2731940955","https://openalex.org/W2736303906","https://openalex.org/W2736974324","https://openalex.org/W2738454660","https://openalex.org/W2744390664","https://openalex.org/W2768229290","https://openalex.org/W2773693972","https://openalex.org/W2775686965","https://openalex.org/W2792581847","https://openalex.org/W2793682084","https://openalex.org/W2800017158","https://openalex.org/W2802044509","https://openalex.org/W2803378990","https://openalex.org/W2804898578","https://openalex.org/W2806255535","https://openalex.org/W2810452856","https://openalex.org/W2891997914","https://openalex.org/W2895080059","https://openalex.org/W2895280362","https://openalex.org/W2895381447","https://openalex.org/W2898126066","https://openalex.org/W2904030287","https://openalex.org/W2904133818","https://openalex.org/W2906246062","https://openalex.org/W2910589397","https://openalex.org/W2910695439","https://openalex.org/W2914196801","https://openalex.org/W2914334160","https://openalex.org/W2919180742","https://openalex.org/W2920773083","https://openalex.org/W2925275485","https://openalex.org/W2932811132","https://openalex.org/W2942708520","https://openalex.org/W2943842888","https://openalex.org/W2950879898","https://openalex.org/W2951773281","https://openalex.org/W2954578662","https://openalex.org/W2965611341","https://openalex.org/W2973022104","https://openalex.org/W3011931926","https://openalex.org/W3038994976","https://openalex.org/W3041248651","https://openalex.org/W3046167482","https://openalex.org/W3125866593","https://openalex.org/W4247831996","https://openalex.org/W4252621549","https://openalex.org/W4322733611"],"related_works":["https://openalex.org/W2798920256","https://openalex.org/W3038486208","https://openalex.org/W3204625135","https://openalex.org/W2424787717","https://openalex.org/W4213321278","https://openalex.org/W4402229131","https://openalex.org/W1460595643","https://openalex.org/W4400458323","https://openalex.org/W4320720115","https://openalex.org/W4400486895"],"abstract_inverted_index":{"The":[0,23,38],"current":[1],"study":[2,42],"performs":[3],"a":[4,35],"systematic":[5],"literature":[6],"review":[7],"(SLR)":[8],"to":[9],"synthesise":[10],"prior":[11],"research":[12,89],"on":[13],"the":[14,26,60,67],"applicability":[15],"of":[16,28,46,74],"big":[17],"data":[18],"analytics":[19],"(BDA)":[20],"in":[21,34,48,66,80],"healthcare.":[22],"SLR":[24,85],"examines":[25],"outcomes":[27],"41":[29],"studies,":[30],"and":[31,78,93,98],"presents":[32],"them":[33],"comprehensive":[36],"framework.":[37],"findings":[39],"from":[40,53],"this":[41],"suggest":[43],"that":[44],"applications":[45],"BDA":[47],"healthcare":[49,68,81],"can":[50],"be":[51],"observed":[52],"five":[54],"perspectives,":[55],"namely,":[56],"health":[57],"awareness":[58],"among":[59,64],"general":[61],"public,":[62],"interactions":[63],"stakeholders":[65],"ecosystem,":[69],"hospital":[70],"management":[71],"practices,":[72],"treatment":[73],"specific":[75],"medical":[76],"conditions,":[77],"technology":[79],"service":[82],"delivery.":[83],"This":[84],"recommends":[86],"actionable":[87],"future":[88],"agendas":[90],"for":[91,96],"scholars":[92],"valuable":[94],"implications":[95],"theory":[97],"practice.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":19},{"year":2025,"cited_by_count":44},{"year":2024,"cited_by_count":63},{"year":2023,"cited_by_count":63},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":35},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}