{"id":"https://openalex.org/W2416848540","doi":"https://doi.org/10.1007/s10479-016-2236-y","title":"Big Data and supply chain management: a review and bibliometric analysis","display_name":"Big Data and supply chain management: a review and bibliometric analysis","publication_year":2016,"publication_date":"2016-06-06","ids":{"openalex":"https://openalex.org/W2416848540","doi":"https://doi.org/10.1007/s10479-016-2236-y","mag":"2416848540"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-016-2236-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-016-2236-y","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"Annals of Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kar.kent.ac.uk/57172/13/Big%20Data%20and%20supply%20chain.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112658268","display_name":"Deepa Mishra","orcid":null},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepa Mishra","raw_affiliation_strings":["Department of Industrial and Management Engineering, IIT Kanpur, Kanpur, 208016, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Management Engineering, IIT Kanpur, Kanpur, 208016, India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046110173","display_name":"Angappa Gunasekaran","orcid":"https://orcid.org/0000-0002-6335-1962"},"institutions":[{"id":"https://openalex.org/I100633361","display_name":"University of Massachusetts Dartmouth","ror":"https://ror.org/00fzmm222","country_code":"US","type":"education","lineage":["https://openalex.org/I100633361"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angappa Gunasekaran","raw_affiliation_strings":["Charlton College of Business, University of Massachusetts Dartmouth, North Dartmouth, MA, 02747-2300, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charlton College of Business, University of Massachusetts Dartmouth, North Dartmouth, MA, 02747-2300, USA","institution_ids":["https://openalex.org/I100633361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021867135","display_name":"\u0398\u03ac\u03bd\u03bf\u03c2 \u03a0\u03b1\u03c0\u03b1\u03b4\u03cc\u03c0\u03bf\u03c5\u03bb\u03bf\u03c2","orcid":"https://orcid.org/0000-0001-6821-1136"},"institutions":[{"id":"https://openalex.org/I20581793","display_name":"University of Kent","ror":"https://ror.org/00xkeyj56","country_code":"GB","type":"education","lineage":["https://openalex.org/I20581793"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Thanos Papadopoulos","raw_affiliation_strings":["Kent Business School, University of Kent, Sail and Colour Loft, The Historic Dockyard, Chatham, Kent, ME4 4TE, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kent Business School, University of Kent, Sail and Colour Loft, The Historic Dockyard, Chatham, Kent, ME4 4TE, UK","institution_ids":["https://openalex.org/I20581793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052327280","display_name":"Stephen J. Childe","orcid":"https://orcid.org/0000-0002-9476-4209"},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen J. Childe","raw_affiliation_strings":["Plymouth Business School, Plymouth University, Plymouth, PL4 8AA, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Plymouth Business School, Plymouth University, Plymouth, PL4 8AA, UK","institution_ids":["https://openalex.org/I897542642"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021867135"],"corresponding_institution_ids":["https://openalex.org/I20581793"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":19.9353,"has_fulltext":true,"cited_by_count":373,"citation_normalized_percentile":{"value":0.9933736,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"270","issue":"1-2","first_page":"313","last_page":"336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9997000098228455,"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":0.9997000098228455,"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/T11719","display_name":"Data Quality and Management","score":0.9805999994277954,"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"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9575999975204468,"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/big-data","display_name":"Big data","score":0.8486003279685974},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7622992992401123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6227114200592041},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5808308720588684},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5784732699394226},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.5438296794891357},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.499392032623291},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.47751301527023315},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4171191453933716},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33594608306884766},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.32929569482803345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2026348114013672},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.18900087475776672},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15322384238243103},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13007190823554993}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8486003279685974},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7622992992401123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6227114200592041},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5808308720588684},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5784732699394226},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5438296794891357},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.499392032623291},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.47751301527023315},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4171191453933716},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33594608306884766},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32929569482803345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2026348114013672},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.18900087475776672},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15322384238243103},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13007190823554993},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10479-016-2236-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-016-2236-y","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:kar.kent.ac.uk:57172","is_oa":true,"landing_page_url":"https://kar.kent.ac.uk/57172/11/ANOR_FINAL%20%282%29.docx","pdf_url":"https://kar.kent.ac.uk/57172/13/Big%20Data%20and%20supply%20chain.pdf","source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:RePEc:spr:annopr:v:270:y:2018:i:1:d:10.1007_s10479-016-2236-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-016-2236-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:pearl.plymouth.ac.uk:10026.1/6525","is_oa":false,"landing_page_url":"http://hdl.handle.net/10026.1/6525","pdf_url":null,"source":{"id":"https://openalex.org/S4306402507","display_name":"PEARL (University of Plymouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I897542642","host_organization_name":"University of Plymouth","host_organization_lineage":["https://openalex.org/I897542642"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal-article"}],"best_oa_location":{"id":"pmh:oai:kar.kent.ac.uk:57172","is_oa":true,"landing_page_url":"https://kar.kent.ac.uk/57172/11/ANOR_FINAL%20%282%29.docx","pdf_url":"https://kar.kent.ac.uk/57172/13/Big%20Data%20and%20supply%20chain.pdf","source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2416848540.pdf","grobid_xml":"https://content.openalex.org/works/W2416848540.grobid-xml"},"referenced_works_count":166,"referenced_works":["https://openalex.org/W28554118","https://openalex.org/W45130195","https://openalex.org/W56723094","https://openalex.org/W58954717","https://openalex.org/W112248274","https://openalex.org/W141281960","https://openalex.org/W169586396","https://openalex.org/W235499762","https://openalex.org/W561452687","https://openalex.org/W1117743625","https://openalex.org/W1487615702","https://openalex.org/W1500693574","https://openalex.org/W1517398176","https://openalex.org/W1521265526","https://openalex.org/W1530446948","https://openalex.org/W1539510218","https://openalex.org/W1559665635","https://openalex.org/W1593341283","https://openalex.org/W1654194294","https://openalex.org/W1779993490","https://openalex.org/W1831423787","https://openalex.org/W1897619428","https://openalex.org/W1965746216","https://openalex.org/W1969390721","https://openalex.org/W1973816953","https://openalex.org/W1973921702","https://openalex.org/W1978954664","https://openalex.org/W1984558542","https://openalex.org/W1985585756","https://openalex.org/W1986428794","https://openalex.org/W1990513740","https://openalex.org/W2004214228","https://openalex.org/W2005207065","https://openalex.org/W2006852464","https://openalex.org/W2007343074","https://openalex.org/W2008393156","https://openalex.org/W2010351815","https://openalex.org/W2011260615","https://openalex.org/W2015489921","https://openalex.org/W2018910044","https://openalex.org/W2020963941","https://openalex.org/W2022478404","https://openalex.org/W2023116290","https://openalex.org/W2024237844","https://openalex.org/W2028154000","https://openalex.org/W2029084939","https://openalex.org/W2029286309","https://openalex.org/W2033494546","https://openalex.org/W2036403684","https://openalex.org/W2038078580","https://openalex.org/W2038920443","https://openalex.org/W2041100749","https://openalex.org/W2042123098","https://openalex.org/W2046357034","https://openalex.org/W2047940964","https://openalex.org/W2048665112","https://openalex.org/W2053549370","https://openalex.org/W2056609785","https://openalex.org/W2057954853","https://openalex.org/W2059260166","https://openalex.org/W2059503205","https://openalex.org/W2061371362","https://openalex.org/W2061820396","https://openalex.org/W2065851162","https://openalex.org/W2066636486","https://openalex.org/W2068172675","https://openalex.org/W2069433961","https://openalex.org/W2072128103","https://openalex.org/W2072322795","https://openalex.org/W2077032790","https://openalex.org/W2077832579","https://openalex.org/W2087511931","https://openalex.org/W2088037265","https://openalex.org/W2088331974","https://openalex.org/W2090773524","https://openalex.org/W2095727324","https://openalex.org/W2098148222","https://openalex.org/W2099979943","https://openalex.org/W2100830825","https://openalex.org/W2100897439","https://openalex.org/W2101468243","https://openalex.org/W2104911300","https://openalex.org/W2106467926","https://openalex.org/W2107840405","https://openalex.org/W2108584774","https://openalex.org/W2108614537","https://openalex.org/W2110173188","https://openalex.org/W2115862882","https://openalex.org/W2119745055","https://openalex.org/W2120275490","https://openalex.org/W2122465391","https://openalex.org/W2131681506","https://openalex.org/W2131715540","https://openalex.org/W2131814102","https://openalex.org/W2132331038","https://openalex.org/W2135583295","https://openalex.org/W2137174507","https://openalex.org/W2141975087","https://openalex.org/W2145534813","https://openalex.org/W2146614620","https://openalex.org/W2146635036","https://openalex.org/W2146766601","https://openalex.org/W2153779956","https://openalex.org/W2155443151","https://openalex.org/W2157900633","https://openalex.org/W2163020995","https://openalex.org/W2166445532","https://openalex.org/W2171468534","https://openalex.org/W2187026460","https://openalex.org/W2215533651","https://openalex.org/W2244709214","https://openalex.org/W2261525379","https://openalex.org/W2290173923","https://openalex.org/W2302800291","https://openalex.org/W2318035916","https://openalex.org/W2325444619","https://openalex.org/W2356332381","https://openalex.org/W2363858280","https://openalex.org/W2394507124","https://openalex.org/W2419082770","https://openalex.org/W2473432990","https://openalex.org/W2490067714","https://openalex.org/W2540149843","https://openalex.org/W2574134800","https://openalex.org/W2790352248","https://openalex.org/W2805187884","https://openalex.org/W2891966433","https://openalex.org/W2915442112","https://openalex.org/W2940914571","https://openalex.org/W2949130492","https://openalex.org/W2963978788","https://openalex.org/W3083016522","https://openalex.org/W3098217728","https://openalex.org/W3099768174","https://openalex.org/W3102935550","https://openalex.org/W3104065274","https://openalex.org/W3121177474","https://openalex.org/W3121262055","https://openalex.org/W3121727157","https://openalex.org/W3123115705","https://openalex.org/W3123618803","https://openalex.org/W3124392963","https://openalex.org/W3125939023","https://openalex.org/W3126768004","https://openalex.org/W3145974016","https://openalex.org/W4210992763","https://openalex.org/W4231109964","https://openalex.org/W4231809946","https://openalex.org/W4233037686","https://openalex.org/W4248388162","https://openalex.org/W4252643264","https://openalex.org/W4285719527","https://openalex.org/W4301377693","https://openalex.org/W4302335834","https://openalex.org/W6601173095","https://openalex.org/W6601793687","https://openalex.org/W6602329465","https://openalex.org/W6602586656","https://openalex.org/W6605811308","https://openalex.org/W6661001923","https://openalex.org/W6677771073","https://openalex.org/W6683239468","https://openalex.org/W6688447099","https://openalex.org/W6695650940","https://openalex.org/W6720628773","https://openalex.org/W6751349075"],"related_works":["https://openalex.org/W2106626222","https://openalex.org/W2980866815","https://openalex.org/W1562405179","https://openalex.org/W2125493559","https://openalex.org/W1544909909","https://openalex.org/W2002053721","https://openalex.org/W2001641889","https://openalex.org/W2310552679","https://openalex.org/W4300432844","https://openalex.org/W4226060976"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":47},{"year":2023,"cited_by_count":73},{"year":2022,"cited_by_count":48},{"year":2021,"cited_by_count":53},{"year":2020,"cited_by_count":58},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}