{"id":"https://openalex.org/W4225279906","doi":"https://doi.org/10.1007/s10479-022-04689-1","title":"Smart supply chain management in Industry 4.0: the review, research agenda and strategies in North America","display_name":"Smart supply chain management in Industry 4.0: the review, research agenda and strategies in North America","publication_year":2022,"publication_date":"2022-05-02","ids":{"openalex":"https://openalex.org/W4225279906","doi":"https://doi.org/10.1007/s10479-022-04689-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/35531562"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-022-04689-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-022-04689-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-022-04689-1.pdf","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","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10479-022-04689-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100419068","display_name":"Guoqing Zhang","orcid":"https://orcid.org/0000-0003-0821-8787"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Guoqing Zhang","raw_affiliation_strings":["Supply Chain and Logistics Optimization Research Center, Department of Mechanical, Automotive & Materials Engineering, University of Windsor, Windsor, ON N9B 3P4 Canada","Supply Chain and Logistics Optimization Research Center, Department of Mechanical, Automotive & Materials Engineering, University of Windsor, Windsor, ON, N9B 3P4, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0821-8787","affiliations":[{"raw_affiliation_string":"Supply Chain and Logistics Optimization Research Center, Department of Mechanical, Automotive & Materials Engineering, University of Windsor, Windsor, ON N9B 3P4 Canada","institution_ids":["https://openalex.org/I74413500"]},{"raw_affiliation_string":"Supply Chain and Logistics Optimization Research Center, Department of Mechanical, Automotive & Materials Engineering, University of Windsor, Windsor, ON, N9B 3P4, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026305592","display_name":"Yiqin Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yiqin Yang","raw_affiliation_strings":["Supply Chain and Logistics Optimization Research Center, Department of Mechanical, Automotive & Materials Engineering, University of Windsor, Windsor, ON N9B 3P4 Canada","Supply Chain and Logistics Optimization Research Center, Department of Mechanical, Automotive & Materials Engineering, University of Windsor, Windsor, ON, N9B 3P4, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Supply Chain and Logistics Optimization Research Center, Department of Mechanical, Automotive & Materials Engineering, University of Windsor, Windsor, ON N9B 3P4 Canada","institution_ids":["https://openalex.org/I74413500"]},{"raw_affiliation_string":"Supply Chain and Logistics Optimization Research Center, Department of Mechanical, Automotive & Materials Engineering, University of Windsor, Windsor, ON, N9B 3P4, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000490238","display_name":"Guoqing Yang","orcid":"https://orcid.org/0000-0002-3633-2184"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqing Yang","raw_affiliation_strings":["School of Management, Hebei University, Baoding, 071002 Hebei China","School of Management, Hebei University, Baoding, 071002, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hebei University, Baoding, 071002 Hebei China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Management, Hebei University, Baoding, 071002, Hebei, China","institution_ids":["https://openalex.org/I43337087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100419068"],"corresponding_institution_ids":["https://openalex.org/I74413500"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":23.7996,"has_fulltext":true,"cited_by_count":208,"citation_normalized_percentile":{"value":0.99701753,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"322","issue":"2","first_page":"1075","last_page":"1117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9657999873161316,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9634000062942505,"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/supply-chain","display_name":"Supply chain","score":0.857342541217804},{"id":"https://openalex.org/keywords/information-and-communications-technology","display_name":"Information and Communications Technology","score":0.7791428565979004},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.6188483834266663},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"Smart manufacturing","score":0.5906941294670105},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5690803527832031},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.5036730170249939},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.43976473808288574},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4205094277858734},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4118471145629883},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3995816707611084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39729565382003784},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.34514862298965454},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.32418859004974365},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1579863727092743},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.13226273655891418},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12494218349456787}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.857342541217804},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.7791428565979004},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.6188483834266663},{"id":"https://openalex.org/C2988642114","wikidata":"https://www.wikidata.org/wiki/Q25112020","display_name":"Smart manufacturing","level":2,"score":0.5906941294670105},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5690803527832031},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.5036730170249939},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.43976473808288574},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4205094277858734},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4118471145629883},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3995816707611084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39729565382003784},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.34514862298965454},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.32418859004974365},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1579863727092743},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.13226273655891418},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12494218349456787},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s10479-022-04689-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-022-04689-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-022-04689-1.pdf","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":"pmid:35531562","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35531562","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of operations research","raw_type":null},{"id":"pmh:oai:RePEc:spr:annopr:v:322:y:2023:i:2:d:10.1007_s10479-022-04689-1","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-022-04689-1","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:pubmedcentral.nih.gov:9059114","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9059114","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ann Oper Res","raw_type":"Text"},{"id":"pmh:oai:scholar.uwindsor.ca:industrialengpub-1015","is_oa":false,"landing_page_url":"https://scholar.uwindsor.ca/industrialengpub/15","pdf_url":null,"source":{"id":"https://openalex.org/S4306400430","display_name":"Scholarship at UWindsor (University of Windsor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74413500","host_organization_name":"University of Windsor","host_organization_lineage":["https://openalex.org/I74413500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Industrial and Manufacturing Systems Engineering Publications","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/s10479-022-04689-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-022-04689-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-022-04689-1.pdf","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"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G1749632606","display_name":null,"funder_award_id":"RGPIN-2014","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G1855653713","display_name":null,"funder_award_id":"RGPIN-2014-03594","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G2834455127","display_name":null,"funder_award_id":"RGPIN-2014-03594, RGPIN-2019-07115","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G832689143","display_name":null,"funder_award_id":"RGPIN-2019","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320311065","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225279906.pdf","grobid_xml":"https://content.openalex.org/works/W4225279906.grobid-xml"},"referenced_works_count":93,"referenced_works":["https://openalex.org/W1969390721","https://openalex.org/W2056249757","https://openalex.org/W2064094125","https://openalex.org/W2064299621","https://openalex.org/W2065611367","https://openalex.org/W2070665593","https://openalex.org/W2076507624","https://openalex.org/W2086281524","https://openalex.org/W2088222790","https://openalex.org/W2120606652","https://openalex.org/W2133720971","https://openalex.org/W2160227992","https://openalex.org/W2175237303","https://openalex.org/W2264855399","https://openalex.org/W2293068345","https://openalex.org/W2470242011","https://openalex.org/W2508886877","https://openalex.org/W2510499906","https://openalex.org/W2519166994","https://openalex.org/W2530328109","https://openalex.org/W2531622796","https://openalex.org/W2546911088","https://openalex.org/W2560285758","https://openalex.org/W2565439150","https://openalex.org/W2582986401","https://openalex.org/W2607075461","https://openalex.org/W2610514156","https://openalex.org/W2728975105","https://openalex.org/W2733424563","https://openalex.org/W2762731413","https://openalex.org/W2762812602","https://openalex.org/W2766877481","https://openalex.org/W2769593477","https://openalex.org/W2783535300","https://openalex.org/W2783715430","https://openalex.org/W2785339424","https://openalex.org/W2787110389","https://openalex.org/W2788276261","https://openalex.org/W2791305079","https://openalex.org/W2792445274","https://openalex.org/W2792870492","https://openalex.org/W2794420688","https://openalex.org/W2795876296","https://openalex.org/W2802944856","https://openalex.org/W2808388724","https://openalex.org/W2810180803","https://openalex.org/W2810507576","https://openalex.org/W2810848069","https://openalex.org/W2811256013","https://openalex.org/W2884893175","https://openalex.org/W2887934389","https://openalex.org/W2888729493","https://openalex.org/W2890784719","https://openalex.org/W2891972807","https://openalex.org/W2894362662","https://openalex.org/W2896056280","https://openalex.org/W2896376638","https://openalex.org/W2897961228","https://openalex.org/W2898069736","https://openalex.org/W2899157816","https://openalex.org/W2899197674","https://openalex.org/W2900093923","https://openalex.org/W2900990205","https://openalex.org/W2901571944","https://openalex.org/W2903034733","https://openalex.org/W2903823367","https://openalex.org/W2909215881","https://openalex.org/W2912531270","https://openalex.org/W2913314997","https://openalex.org/W2915689578","https://openalex.org/W2917699637","https://openalex.org/W2917997194","https://openalex.org/W2921301569","https://openalex.org/W2937533479","https://openalex.org/W2941714679","https://openalex.org/W2945331190","https://openalex.org/W2945736956","https://openalex.org/W2945919750","https://openalex.org/W2951343982","https://openalex.org/W2952367389","https://openalex.org/W3004699108","https://openalex.org/W3011218883","https://openalex.org/W3013474995","https://openalex.org/W3015786371","https://openalex.org/W3017623177","https://openalex.org/W3026347338","https://openalex.org/W3030040810","https://openalex.org/W3122712534","https://openalex.org/W3134239171","https://openalex.org/W4206290832","https://openalex.org/W4231531142","https://openalex.org/W4327813418","https://openalex.org/W6751239917"],"related_works":["https://openalex.org/W4312185910","https://openalex.org/W2902631542","https://openalex.org/W2162645854","https://openalex.org/W1602897436","https://openalex.org/W3037703281","https://openalex.org/W2173906693","https://openalex.org/W2351288695","https://openalex.org/W3212363059","https://openalex.org/W4225279906","https://openalex.org/W3035609732"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":75},{"year":2024,"cited_by_count":60},{"year":2023,"cited_by_count":42},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}