{"id":"https://openalex.org/W4293078971","doi":"https://doi.org/10.1007/s10479-022-04800-6","title":"Exploring the impact of Big Data Analytics Capabilities on the dual nature of innovative activities in MSMEs: A Data-Agility-Innovation Perspective","display_name":"Exploring the impact of Big Data Analytics Capabilities on the dual nature of innovative activities in MSMEs: A Data-Agility-Innovation Perspective","publication_year":2022,"publication_date":"2022-06-08","ids":{"openalex":"https://openalex.org/W4293078971","doi":"https://doi.org/10.1007/s10479-022-04800-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-022-04800-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-022-04800-6","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/A5005375256","display_name":"Leven J. Zheng","orcid":"https://orcid.org/0000-0002-5148-9892"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leven J. Zheng","raw_affiliation_strings":["Department of Global Business and Marketing, Lee Shau Kee School of Business and Administration, Hong Kong Metropolitan University , Ho Man Tin, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Global Business and Marketing, Lee Shau Kee School of Business and Administration, Hong Kong Metropolitan University , Ho Man Tin, Hong Kong","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032628695","display_name":"Zuopeng Zhang","orcid":"https://orcid.org/0000-0002-4074-9505"},"institutions":[{"id":"https://openalex.org/I11874761","display_name":"University of North Florida","ror":"https://ror.org/01j903a45","country_code":"US","type":"education","lineage":["https://openalex.org/I11874761"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Justin Zuopeng Zhang","raw_affiliation_strings":["Department of Management, Coggin College of Business, University of North Florida, 32224, Jacksonville, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-4074-9505","affiliations":[{"raw_affiliation_string":"Department of Management, Coggin College of Business, University of North Florida, 32224, Jacksonville, FL, USA","institution_ids":["https://openalex.org/I11874761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331992","display_name":"Huan Wang","orcid":"https://orcid.org/0000-0001-9707-8581"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huan Wang","raw_affiliation_strings":["Department of Global Business and Marketing, Lee Shau Kee School of Business and Administration, Hong Kong Metropolitan University , Ho Man Tin, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Global Business and Marketing, Lee Shau Kee School of Business and Administration, Hong Kong Metropolitan University , Ho Man Tin, Hong Kong","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038199285","display_name":"Jacky Hong","orcid":"https://orcid.org/0000-0001-7095-4772"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Jacky F. L. Hong","raw_affiliation_strings":["Faculty of Business Administration, University of Macau, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Business Administration, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032628695"],"corresponding_institution_ids":["https://openalex.org/I11874761"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":7.1021,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.97298186,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"350","issue":"2","first_page":"699","last_page":"727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9965999722480774,"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":0.9965999722480774,"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":0.9864000082015991,"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/T11849","display_name":"Intellectual Capital and Performance Analysis","score":0.9642999768257141,"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":0.7719135284423828},{"id":"https://openalex.org/keywords/dynamic-capabilities","display_name":"Dynamic capabilities","score":0.683551549911499},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6830062866210938},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6292069554328918},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5633376240730286},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5445996522903442},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5045462846755981},{"id":"https://openalex.org/keywords/small-and-medium-sized-enterprises","display_name":"Small and medium-sized enterprises","score":0.460886687040329},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4375167489051819},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39995285868644714},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3072792887687683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2840873599052429},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08305102586746216}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7719135284423828},{"id":"https://openalex.org/C2780504989","wikidata":"https://www.wikidata.org/wiki/Q2742037","display_name":"Dynamic capabilities","level":2,"score":0.683551549911499},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6830062866210938},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6292069554328918},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5633376240730286},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5445996522903442},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5045462846755981},{"id":"https://openalex.org/C48879800","wikidata":"https://www.wikidata.org/wiki/Q622439","display_name":"Small and medium-sized enterprises","level":2,"score":0.460886687040329},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4375167489051819},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39995285868644714},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3072792887687683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2840873599052429},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08305102586746216},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10479-022-04800-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-022-04800-6","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":113,"referenced_works":["https://openalex.org/W929847186","https://openalex.org/W1491477619","https://openalex.org/W1494137514","https://openalex.org/W1555252427","https://openalex.org/W1557638806","https://openalex.org/W1804930862","https://openalex.org/W1986362177","https://openalex.org/W1993147961","https://openalex.org/W2000747961","https://openalex.org/W2003506186","https://openalex.org/W2005593452","https://openalex.org/W2012661319","https://openalex.org/W2043189549","https://openalex.org/W2045298561","https://openalex.org/W2056564500","https://openalex.org/W2059386309","https://openalex.org/W2059813301","https://openalex.org/W2067807498","https://openalex.org/W2070521354","https://openalex.org/W2093082632","https://openalex.org/W2099201647","https://openalex.org/W2101348440","https://openalex.org/W2114483607","https://openalex.org/W2120015061","https://openalex.org/W2128348818","https://openalex.org/W2129013617","https://openalex.org/W2133230823","https://openalex.org/W2140956556","https://openalex.org/W2147270415","https://openalex.org/W2155516490","https://openalex.org/W2164284962","https://openalex.org/W2169667133","https://openalex.org/W2285118877","https://openalex.org/W2295626654","https://openalex.org/W2304640842","https://openalex.org/W2344998635","https://openalex.org/W2403226644","https://openalex.org/W2415941940","https://openalex.org/W2483540831","https://openalex.org/W2505786633","https://openalex.org/W2515300481","https://openalex.org/W2520066736","https://openalex.org/W2563580303","https://openalex.org/W2596010095","https://openalex.org/W2625500186","https://openalex.org/W2735541318","https://openalex.org/W2738328005","https://openalex.org/W2747765175","https://openalex.org/W2767728885","https://openalex.org/W2768302825","https://openalex.org/W2779656263","https://openalex.org/W2790987883","https://openalex.org/W2796850818","https://openalex.org/W2803549048","https://openalex.org/W2888633964","https://openalex.org/W2891018755","https://openalex.org/W2892618271","https://openalex.org/W2893256118","https://openalex.org/W2904649625","https://openalex.org/W2911848716","https://openalex.org/W2920480273","https://openalex.org/W2922967810","https://openalex.org/W2923606236","https://openalex.org/W2946431342","https://openalex.org/W2947337027","https://openalex.org/W2968635168","https://openalex.org/W2981653117","https://openalex.org/W2982493052","https://openalex.org/W2983290677","https://openalex.org/W2984216691","https://openalex.org/W2987520824","https://openalex.org/W2987521058","https://openalex.org/W2990368908","https://openalex.org/W2990784333","https://openalex.org/W2991808305","https://openalex.org/W2997852137","https://openalex.org/W2997954837","https://openalex.org/W3013186890","https://openalex.org/W3015934118","https://openalex.org/W3016513047","https://openalex.org/W3019765065","https://openalex.org/W3024781351","https://openalex.org/W3030823130","https://openalex.org/W3038130100","https://openalex.org/W3038318401","https://openalex.org/W3038455398","https://openalex.org/W3038962058","https://openalex.org/W3038976147","https://openalex.org/W3045741511","https://openalex.org/W3049164745","https://openalex.org/W3088647107","https://openalex.org/W3088729147","https://openalex.org/W3088913355","https://openalex.org/W3089914384","https://openalex.org/W3090241690","https://openalex.org/W3091314960","https://openalex.org/W3094943602","https://openalex.org/W3112524593","https://openalex.org/W3122671427","https://openalex.org/W3124536214","https://openalex.org/W3132883516","https://openalex.org/W3154096380","https://openalex.org/W3170886182","https://openalex.org/W3192185279","https://openalex.org/W3192827152","https://openalex.org/W3198474102","https://openalex.org/W3207098420","https://openalex.org/W3207182114","https://openalex.org/W3217369891","https://openalex.org/W4246531475","https://openalex.org/W4297081765","https://openalex.org/W6602586656","https://openalex.org/W6629241289"],"related_works":["https://openalex.org/W2775825777","https://openalex.org/W2625749796","https://openalex.org/W4291677882","https://openalex.org/W4226266853","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W3092201768","https://openalex.org/W2911648135","https://openalex.org/W3108449883","https://openalex.org/W2794907032"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}