{"id":"https://openalex.org/W3130337030","doi":"https://doi.org/10.1007/s10479-021-03976-7","title":"Exploring the relationship between supplier development, big data analytics capability, and firm performance","display_name":"Exploring the relationship between supplier development, big data analytics capability, and firm performance","publication_year":2021,"publication_date":"2021-02-25","ids":{"openalex":"https://openalex.org/W3130337030","doi":"https://doi.org/10.1007/s10479-021-03976-7","mag":"3130337030"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-021-03976-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-021-03976-7","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053521868","display_name":"Vicky Ching Gu","orcid":"https://orcid.org/0000-0002-0769-7029"},"institutions":[{"id":"https://openalex.org/I52913039","display_name":"University of Houston - Clear Lake","ror":"https://ror.org/01t817z14","country_code":"US","type":"education","lineage":["https://openalex.org/I52913039"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vicky Ching Gu","raw_affiliation_strings":["University of Houston Clear Lake, 2700 Bay Area Blvd, Houston, TX, 77058, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston Clear Lake, 2700 Bay Area Blvd, Houston, TX, 77058, USA","institution_ids":["https://openalex.org/I52913039"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101575022","display_name":"Bin Zhou","orcid":"https://orcid.org/0000-0001-5158-7532"},"institutions":[{"id":"https://openalex.org/I16277215","display_name":"University of Houston - Downtown","ror":"https://ror.org/05mj6fy81","country_code":"US","type":"education","lineage":["https://openalex.org/I16277215"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bin Zhou","raw_affiliation_strings":["University of Houston Downtown, One Main Street, Houston, TX, 77002, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston Downtown, One Main Street, Houston, TX, 77002, USA","institution_ids":["https://openalex.org/I16277215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055119176","display_name":"Qing Cao","orcid":"https://orcid.org/0000-0003-2677-7136"},"institutions":[{"id":"https://openalex.org/I16277215","display_name":"University of Houston - Downtown","ror":"https://ror.org/05mj6fy81","country_code":"US","type":"education","lineage":["https://openalex.org/I16277215"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qing Cao","raw_affiliation_strings":["University of Houston Downtown, One Main Street, Houston, TX, 77002, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston Downtown, One Main Street, Houston, TX, 77002, USA","institution_ids":["https://openalex.org/I16277215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019392167","display_name":"Jeffery Adams","orcid":"https://orcid.org/0000-0001-5562-8506"},"institutions":[{"id":"https://openalex.org/I102101047","display_name":"Roosevelt University","ror":"https://ror.org/020vmqv16","country_code":"US","type":"education","lineage":["https://openalex.org/I102101047"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffery Adams","raw_affiliation_strings":["Roosevelt University, 430 S Michigan Ave, Chicago, IL, 60605, USA"],"affiliations":[{"raw_affiliation_string":"Roosevelt University, 430 S Michigan Ave, Chicago, IL, 60605, USA","institution_ids":["https://openalex.org/I102101047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053521868"],"corresponding_institution_ids":["https://openalex.org/I52913039"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":11.9933,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.98765774,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"302","issue":"1","first_page":"151","last_page":"172"},"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9779000282287598,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9771999716758728,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/contingency-theory","display_name":"Contingency theory","score":0.7443569898605347},{"id":"https://openalex.org/keywords/dynamic-capabilities","display_name":"Dynamic capabilities","score":0.6704129576683044},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.6526283025741577},{"id":"https://openalex.org/keywords/contingency","display_name":"Contingency","score":0.626288890838623},{"id":"https://openalex.org/keywords/supplier-relationship-management","display_name":"Supplier relationship management","score":0.5904220342636108},{"id":"https://openalex.org/keywords/extant-taxon","display_name":"Extant taxon","score":0.5889740586280823},{"id":"https://openalex.org/keywords/resource-based-view","display_name":"Resource-based view","score":0.4976644814014435},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.4957081079483032},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.4722014367580414},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4669229984283447},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.45243337750434875},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.401273250579834},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.38822680711746216},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.283837229013443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.275137722492218},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.2689487636089325},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.14099127054214478}],"concepts":[{"id":"https://openalex.org/C60297154","wikidata":"https://www.wikidata.org/wiki/Q1434943","display_name":"Contingency theory","level":2,"score":0.7443569898605347},{"id":"https://openalex.org/C2780504989","wikidata":"https://www.wikidata.org/wiki/Q2742037","display_name":"Dynamic capabilities","level":2,"score":0.6704129576683044},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6526283025741577},{"id":"https://openalex.org/C97508593","wikidata":"https://www.wikidata.org/wiki/Q1359069","display_name":"Contingency","level":2,"score":0.626288890838623},{"id":"https://openalex.org/C104861157","wikidata":"https://www.wikidata.org/wiki/Q1357275","display_name":"Supplier relationship management","level":4,"score":0.5904220342636108},{"id":"https://openalex.org/C178300618","wikidata":"https://www.wikidata.org/wiki/Q1898509","display_name":"Extant taxon","level":2,"score":0.5889740586280823},{"id":"https://openalex.org/C2779669084","wikidata":"https://www.wikidata.org/wiki/Q382097","display_name":"Resource-based view","level":3,"score":0.4976644814014435},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.4957081079483032},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.4722014367580414},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4669229984283447},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.45243337750434875},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.401273250579834},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.38822680711746216},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.283837229013443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.275137722492218},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2689487636089325},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.14099127054214478},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10479-021-03976-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-021-03976-7","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:RePEc:spr:annopr:v:302:y:2021:i:1:d:10.1007_s10479-021-03976-7","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-021-03976-7","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":104,"referenced_works":["https://openalex.org/W122059025","https://openalex.org/W180119869","https://openalex.org/W190405334","https://openalex.org/W348494760","https://openalex.org/W1479780958","https://openalex.org/W1494137514","https://openalex.org/W1503714168","https://openalex.org/W1503867829","https://openalex.org/W1520714623","https://openalex.org/W1528150899","https://openalex.org/W1540617449","https://openalex.org/W1665332082","https://openalex.org/W1774460361","https://openalex.org/W1849190772","https://openalex.org/W1954663826","https://openalex.org/W1965703329","https://openalex.org/W1968381288","https://openalex.org/W1971440513","https://openalex.org/W1972885545","https://openalex.org/W1989362746","https://openalex.org/W1994429627","https://openalex.org/W1999332224","https://openalex.org/W1999742064","https://openalex.org/W2001771780","https://openalex.org/W2007012838","https://openalex.org/W2009889070","https://openalex.org/W2009968931","https://openalex.org/W2022669314","https://openalex.org/W2029967487","https://openalex.org/W2030397439","https://openalex.org/W2035306299","https://openalex.org/W2040869451","https://openalex.org/W2041840106","https://openalex.org/W2043695287","https://openalex.org/W2045922951","https://openalex.org/W2048688345","https://openalex.org/W2053910031","https://openalex.org/W2055762284","https://openalex.org/W2056673766","https://openalex.org/W2058260127","https://openalex.org/W2061977616","https://openalex.org/W2063630562","https://openalex.org/W2065393477","https://openalex.org/W2076487391","https://openalex.org/W2078648774","https://openalex.org/W2080474570","https://openalex.org/W2084091760","https://openalex.org/W2086652341","https://openalex.org/W2087057124","https://openalex.org/W2093322402","https://openalex.org/W2106096361","https://openalex.org/W2108750986","https://openalex.org/W2112352537","https://openalex.org/W2123709218","https://openalex.org/W2132771479","https://openalex.org/W2139733775","https://openalex.org/W2141975087","https://openalex.org/W2142076092","https://openalex.org/W2261525379","https://openalex.org/W2293068345","https://openalex.org/W2294295891","https://openalex.org/W2302800291","https://openalex.org/W2339127141","https://openalex.org/W2339446221","https://openalex.org/W2416848540","https://openalex.org/W2460037126","https://openalex.org/W2468048485","https://openalex.org/W2473432990","https://openalex.org/W2482896200","https://openalex.org/W2508563792","https://openalex.org/W2511500480","https://openalex.org/W2512365341","https://openalex.org/W2515300481","https://openalex.org/W2517745273","https://openalex.org/W2521107788","https://openalex.org/W2569486666","https://openalex.org/W2574134800","https://openalex.org/W2607615935","https://openalex.org/W2613011363","https://openalex.org/W2616178334","https://openalex.org/W2625815358","https://openalex.org/W2728975105","https://openalex.org/W2767279563","https://openalex.org/W2768534111","https://openalex.org/W2770948709","https://openalex.org/W2788922693","https://openalex.org/W2804567026","https://openalex.org/W2885604903","https://openalex.org/W2892309469","https://openalex.org/W2909924818","https://openalex.org/W2915058923","https://openalex.org/W2915282285","https://openalex.org/W3020389600","https://openalex.org/W3121606237","https://openalex.org/W3123058031","https://openalex.org/W3123115705","https://openalex.org/W3124536214","https://openalex.org/W3125991376","https://openalex.org/W4232667233","https://openalex.org/W4244447259","https://openalex.org/W4250004692","https://openalex.org/W4292811746","https://openalex.org/W4297081765","https://openalex.org/W6720628773"],"related_works":["https://openalex.org/W2090010174","https://openalex.org/W2029497572","https://openalex.org/W2320126197","https://openalex.org/W1974731633","https://openalex.org/W1967488970","https://openalex.org/W2116050589","https://openalex.org/W3197732095","https://openalex.org/W2375002256","https://openalex.org/W2073022112","https://openalex.org/W3124094626"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}