{"id":"https://openalex.org/W2339446221","doi":"https://doi.org/10.1080/07421222.2015.1138364","title":"How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management","display_name":"How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management","publication_year":2015,"publication_date":"2015-10-02","ids":{"openalex":"https://openalex.org/W2339446221","doi":"https://doi.org/10.1080/07421222.2015.1138364","mag":"2339446221"},"language":"en","primary_location":{"id":"doi:10.1080/07421222.2015.1138364","is_oa":false,"landing_page_url":"https://doi.org/10.1080/07421222.2015.1138364","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"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":"Journal of Management Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018298510","display_name":"Daniel Q. Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Daniel Q. Chen","raw_affiliation_strings":["View further author information"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"View further author information","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104608512","display_name":"David Seth Preston","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David S. Preston","raw_affiliation_strings":["View further author information"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"View further author information","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013152982","display_name":"Morgan Swink","orcid":"https://orcid.org/0000-0002-6632-5823"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Morgan Swink","raw_affiliation_strings":["View further author information"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"View further author information","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018298510"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":34.2154,"has_fulltext":false,"cited_by_count":799,"citation_normalized_percentile":{"value":0.99832877,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"32","issue":"4","first_page":"4","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9990000128746033,"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":0.9990000128746033,"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/T10003","display_name":"Innovation and Knowledge Management","score":0.9812999963760376,"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.9801999926567078,"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/dynamism","display_name":"Dynamism","score":0.7998982071876526},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.6297436952590942},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.6039603352546692},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.5469635725021362},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5035809874534607},{"id":"https://openalex.org/keywords/dynamic-capabilities","display_name":"Dynamic capabilities","score":0.4992482662200928},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.47480669617652893},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4357950687408447},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.31925421953201294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2579941153526306},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.20476070046424866}],"concepts":[{"id":"https://openalex.org/C2775836275","wikidata":"https://www.wikidata.org/wiki/Q3502310","display_name":"Dynamism","level":2,"score":0.7998982071876526},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6297436952590942},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.6039603352546692},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.5469635725021362},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5035809874534607},{"id":"https://openalex.org/C2780504989","wikidata":"https://www.wikidata.org/wiki/Q2742037","display_name":"Dynamic capabilities","level":2,"score":0.4992482662200928},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.47480669617652893},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4357950687408447},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.31925421953201294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2579941153526306},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.20476070046424866},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/07421222.2015.1138364","is_oa":false,"landing_page_url":"https://doi.org/10.1080/07421222.2015.1138364","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"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":"Journal of Management Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":93,"referenced_works":["https://openalex.org/W28554118","https://openalex.org/W52169070","https://openalex.org/W205287623","https://openalex.org/W579193340","https://openalex.org/W1481773499","https://openalex.org/W1508185183","https://openalex.org/W1508898803","https://openalex.org/W1520714623","https://openalex.org/W1526421749","https://openalex.org/W1538208124","https://openalex.org/W1555809017","https://openalex.org/W1558083196","https://openalex.org/W1565067847","https://openalex.org/W1587451402","https://openalex.org/W1589344706","https://openalex.org/W1600139810","https://openalex.org/W1606368101","https://openalex.org/W1791587663","https://openalex.org/W1966769407","https://openalex.org/W1971440513","https://openalex.org/W1972047171","https://openalex.org/W1973160246","https://openalex.org/W1976876708","https://openalex.org/W1979422830","https://openalex.org/W1982678605","https://openalex.org/W1983629797","https://openalex.org/W1987258130","https://openalex.org/W1992125338","https://openalex.org/W1998271713","https://openalex.org/W2002814464","https://openalex.org/W2003874024","https://openalex.org/W2005924978","https://openalex.org/W2006239267","https://openalex.org/W2010812063","https://openalex.org/W2013593749","https://openalex.org/W2031478406","https://openalex.org/W2037595729","https://openalex.org/W2038195563","https://openalex.org/W2039378687","https://openalex.org/W2043390904","https://openalex.org/W2043625157","https://openalex.org/W2046206604","https://openalex.org/W2048201563","https://openalex.org/W2050816221","https://openalex.org/W2051988730","https://openalex.org/W2058773479","https://openalex.org/W2069134832","https://openalex.org/W2073990443","https://openalex.org/W2080948272","https://openalex.org/W2089402107","https://openalex.org/W2090291496","https://openalex.org/W2096987094","https://openalex.org/W2097700858","https://openalex.org/W2100379340","https://openalex.org/W2101160281","https://openalex.org/W2103371636","https://openalex.org/W2106075628","https://openalex.org/W2106096361","https://openalex.org/W2108382556","https://openalex.org/W2113814318","https://openalex.org/W2115981184","https://openalex.org/W2117286234","https://openalex.org/W2123438112","https://openalex.org/W2123709218","https://openalex.org/W2125525796","https://openalex.org/W2126186544","https://openalex.org/W2126257895","https://openalex.org/W2127431930","https://openalex.org/W2127450621","https://openalex.org/W2129332601","https://openalex.org/W2130091537","https://openalex.org/W2140305519","https://openalex.org/W2141116345","https://openalex.org/W2141975087","https://openalex.org/W2144424167","https://openalex.org/W2146858779","https://openalex.org/W2150238850","https://openalex.org/W2161639602","https://openalex.org/W2161975883","https://openalex.org/W2166197767","https://openalex.org/W2171515724","https://openalex.org/W2319992595","https://openalex.org/W2772487859","https://openalex.org/W2945749591","https://openalex.org/W2970128354","https://openalex.org/W3044311493","https://openalex.org/W3121177474","https://openalex.org/W3126094737","https://openalex.org/W4254166541","https://openalex.org/W4285719527","https://openalex.org/W4292811746","https://openalex.org/W4297081765","https://openalex.org/W4390076438"],"related_works":["https://openalex.org/W2130185540","https://openalex.org/W4386798285","https://openalex.org/W2129650137","https://openalex.org/W2091681150","https://openalex.org/W3205826865","https://openalex.org/W3112514933","https://openalex.org/W2775825777","https://openalex.org/W2891018755","https://openalex.org/W3045566683","https://openalex.org/W2091704485"],"abstract_inverted_index":{"Despite":[0],"numerous":[1],"testimonials":[2],"of":[3,9,41,86,146,151,166],"first":[4],"movers,":[5],"the":[6,70,83,104,147],"underlying":[7],"mechanisms":[8],"organizations\u2019":[10],"big":[11],"data":[12,89],"analytics":[13],"(BDA)":[14],"usage":[15,31,85,99,109,134,165],"deserves":[16],"close":[17],"investigation.":[18],"Our":[19],"study":[20],"addresses":[21],"two":[22],"essential":[23],"research":[24],"questions:":[25],"(1)":[26],"How":[27],"does":[28],"organizational":[29,101,122,126,132,152],"BDA":[30,43,53,98,108,123,133,153],"affect":[32],"value":[33,102],"creation?":[34],"and":[35,76,125,127,149],"(2)":[36],"What":[37],"are":[38],"key":[39],"antecedents":[40,150],"organizational-level":[42,97],"usage?":[44],"We":[45],"draw":[46],"on":[47],"dynamic":[48],"capabilities":[49],"theory":[50],"to":[51,65,74,106],"conceptualize":[52],"use":[54],"as":[55],"a":[56,143],"unique":[57],"information":[58],"processing":[59],"capability":[60],"that":[61],"brings":[62],"competitive":[63],"advantage":[64],"organizations.":[66],"Furthermore,":[67],"we":[68],"employ":[69],"technology\u2013organization\u2013environment":[71],"(TOE)":[72],"framework":[73],"identify":[75],"theorize":[77],"paths":[78],"via":[79],"which":[80,107],"factors":[81,119,129],"influence":[82,121,131],"actual":[84],"BDA.":[87],"Survey":[88],"collected":[90],"from":[91,164],"161":[92],"U.S.-based":[93],"companies":[94],"show":[95],"that:":[96],"affects":[100],"creation;":[103],"degree":[105],"influences":[110],"such":[111],"creation":[112],"is":[113],"moderated":[114],"by":[115],"environmental":[116,128],"dynamism;":[117],"technological":[118],"directly":[120],"usage;":[124],"indirectly":[130],"through":[135],"top":[136],"management":[137],"support.":[138],"Collectively,":[139],"these":[140],"findings":[141],"provide":[142],"theory-based":[144],"understanding":[145],"impacts":[148],"usage,":[154],"while":[155],"also":[156],"providing":[157],"guidance":[158],"regarding":[159],"what":[160],"managers":[161],"should":[162],"expect":[163],"this":[167],"rapidly":[168],"emerging":[169],"technology.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":32},{"year":2025,"cited_by_count":98},{"year":2024,"cited_by_count":111},{"year":2023,"cited_by_count":132},{"year":2022,"cited_by_count":122},{"year":2021,"cited_by_count":108},{"year":2020,"cited_by_count":79},{"year":2019,"cited_by_count":53},{"year":2018,"cited_by_count":40},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
