{"id":"https://openalex.org/W4388716616","doi":"https://doi.org/10.1080/00207543.2023.2270719","title":"Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks","display_name":"Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W4388716616","doi":"https://doi.org/10.1080/00207543.2023.2270719"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2023.2270719","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2270719","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2023.2270719?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2023.2270719?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075872953","display_name":"Alexandra Brintrup","orcid":"https://orcid.org/0000-0002-4189-2434"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alexandra Brintrup","raw_affiliation_strings":["Department of Engineering, Institute for Manufacturing, University of Cambridge, Cambridge, UK"],"raw_orcid":"https://orcid.org/0000-0002-4189-2434","affiliations":[{"raw_affiliation_string":"Department of Engineering, Institute for Manufacturing, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052681293","display_name":"Edward Elson Kosasih","orcid":"https://orcid.org/0000-0001-5293-2641"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Edward Kosasih","raw_affiliation_strings":["Department of Engineering, Institute for Manufacturing, University of Cambridge, Cambridge, UK"],"raw_orcid":"https://orcid.org/0000-0001-5293-2641","affiliations":[{"raw_affiliation_string":"Department of Engineering, Institute for Manufacturing, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068994834","display_name":"Philipp Schaffer","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Philipp Schaffer","raw_affiliation_strings":["Department of Engineering, Institute for Manufacturing, University of Cambridge, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Institute for Manufacturing, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061928568","display_name":"Zheng Ge","orcid":"https://orcid.org/0000-0002-9983-7120"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ge Zheng","raw_affiliation_strings":["Department of Engineering, Institute for Manufacturing, University of Cambridge, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Institute for Manufacturing, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066517252","display_name":"G\u00fcven Demirel","orcid":"https://orcid.org/0000-0002-5748-5622"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I2799858192","display_name":"London School of Business and Management","ror":"https://ror.org/01j1n1798","country_code":"GB","type":"education","lineage":["https://openalex.org/I2799858192"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guven Demirel","raw_affiliation_strings":["School of Business and Management, Queen Mary University of London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business and Management, Queen Mary University of London, London, UK","institution_ids":["https://openalex.org/I2799858192","https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079201432","display_name":"Bart L. MacCarthy","orcid":"https://orcid.org/0000-0001-8241-0860"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bart L. MacCarthy","raw_affiliation_strings":["Nottingham University Business School, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nottingham University Business School, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075872953"],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":19.548,"has_fulltext":true,"cited_by_count":80,"citation_normalized_percentile":{"value":0.99397673,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"62","issue":"13","first_page":"4674","last_page":"4695"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9993000030517578,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9007999897003174,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.8290273547172546},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5520131587982178},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5515204071998596},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.548626720905304},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5254620313644409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4789348542690277},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4407913088798523},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.430502712726593},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.41153207421302795},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.40060484409332275},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29013949632644653},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.17997542023658752}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.8290273547172546},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5520131587982178},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5515204071998596},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.548626720905304},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5254620313644409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4789348542690277},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4407913088798523},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.430502712726593},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.41153207421302795},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.40060484409332275},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29013949632644653},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.17997542023658752},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/00207543.2023.2270719","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2270719","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2023.2270719?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:62:y:2024:i:13:p:4674-4695","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2023.2270719","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:nottingham-repository.worktribe.com:27855078","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/27855078/1/Digital%20supply%20chain%20surveillance%20using%20artificial%20intelligence%20%20definitions%20%20opportunities%20and%20risks","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/94302","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/94302","pdf_url":null,"source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1080/00207543.2023.2270719","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2270719","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2023.2270719?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1803483291","display_name":"Collective Risk Learning for Supply Chain Disruption Preparedness","funder_award_id":"EP/W019868/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2503449184","display_name":null,"funder_award_id":"EP/W019868/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388716616.pdf","grobid_xml":"https://content.openalex.org/works/W4388716616.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1958847939","https://openalex.org/W1965191082","https://openalex.org/W1983328582","https://openalex.org/W1988395163","https://openalex.org/W1995550259","https://openalex.org/W2004510681","https://openalex.org/W2006550682","https://openalex.org/W2007792320","https://openalex.org/W2020360355","https://openalex.org/W2032574726","https://openalex.org/W2034717186","https://openalex.org/W2037760548","https://openalex.org/W2041528695","https://openalex.org/W2064994431","https://openalex.org/W2082396928","https://openalex.org/W2082865947","https://openalex.org/W2091612381","https://openalex.org/W2102395943","https://openalex.org/W2124098697","https://openalex.org/W2128289513","https://openalex.org/W2134850531","https://openalex.org/W2140345129","https://openalex.org/W2145747189","https://openalex.org/W2156858063","https://openalex.org/W2158343913","https://openalex.org/W2168004073","https://openalex.org/W2514618785","https://openalex.org/W2565612606","https://openalex.org/W2613333186","https://openalex.org/W2614819110","https://openalex.org/W2618086437","https://openalex.org/W2623293810","https://openalex.org/W2744921369","https://openalex.org/W2787695618","https://openalex.org/W2810507576","https://openalex.org/W2884231938","https://openalex.org/W2890315891","https://openalex.org/W2896685184","https://openalex.org/W2901647990","https://openalex.org/W2919116584","https://openalex.org/W2919379695","https://openalex.org/W2939398318","https://openalex.org/W2943213844","https://openalex.org/W2963828362","https://openalex.org/W2966327746","https://openalex.org/W2979370555","https://openalex.org/W2979826702","https://openalex.org/W2985060195","https://openalex.org/W2986002961","https://openalex.org/W3030109724","https://openalex.org/W3123653197","https://openalex.org/W3178602878","https://openalex.org/W3200759624","https://openalex.org/W4253441396","https://openalex.org/W4285284571","https://openalex.org/W4304150524","https://openalex.org/W4306967000","https://openalex.org/W4311080256","https://openalex.org/W4318989734","https://openalex.org/W4383956122","https://openalex.org/W4384068429","https://openalex.org/W4385418327"],"related_works":["https://openalex.org/W2392812199","https://openalex.org/W4200176076","https://openalex.org/W598185802","https://openalex.org/W184398847","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W2535281349","https://openalex.org/W388184414","https://openalex.org/W2026811664","https://openalex.org/W2477045221"],"abstract_inverted_index":{"Digital":[0],"Supply":[1],"Chain":[2],"Surveillance":[3],"(DSCS)":[4],"is":[5],"the":[6,26,33,86,111,146],"proactive":[7],"monitoring":[8],"and":[9,43,53,70,104,132,176],"analysis":[10],"of":[11,29,51,101,113,115,143,149,180,195],"digital":[12],"data":[13],"that":[14,94,186],"allows":[15],"firms":[16,30,65],"to":[17,21,40,66,165,183],"extract":[18],"information":[19],"related":[20],"a":[22,57,82,99,136,141,178],"supply":[23,34,58],"network,":[24],"without":[25],"explicit":[27],"consent":[28],"involved":[31,55],"in":[32,56,61,85,151,159],"chain.":[35],"AI":[36,150],"has":[37],"made":[38],"DSCS":[39,95],"become":[41],"easier":[42],"larger-scale,":[44],"posing":[45],"significant":[46,92,127],"opportunities":[47],"for":[48],"automated":[49],"detection":[50],"actors":[52],"dependencies":[54],"chain,":[59],"which":[60,162],"turn,":[62],"can":[63,96],"help":[64],"detect":[67],"risky,":[68],"unethical":[69],"environmentally":[71],"unsustainable":[72],"practices.":[73],"Here,":[74],"we":[75,139,174],"define":[76],"DSCS,":[77,152],"review":[78],"priority":[79],"areas":[80,93,194],"using":[81],"survey":[83],"conducted":[84],"UK.":[87],"Visibility,":[88],"sustainability,":[89],"resilience":[90],"are":[91,126],"support,":[97],"through":[98],"number":[100,142,179],"machine-learning":[102],"approaches":[103],"predictive":[105],"algorithms.":[106],"Despite":[107],"anecdotal":[108],"narrative":[109],"on":[110,145,172],"importance":[112],"explainability":[114],"algorithmic":[116],"results,":[117],"practitioners":[118,187],"often":[119],"prefer":[120],"accuracy":[121],"over":[122],"explainability;":[123],"however,":[124],"there":[125],"differences":[128],"between":[129],"industrial":[130],"sectors":[131],"application":[133],"areas.":[134],"Using":[135],"case":[137],"study,":[138],"highlight":[140,184],"concerns":[144],"unchecked":[147],"use":[148],"such":[153],"as":[154],"bias":[155],"or":[156,168],"misinterpretation":[157],"resulting":[158],"erroneous":[160],"conclusions,":[161],"may":[163],"lead":[164],"suboptimal":[166],"decisions":[167],"relationship":[169],"damage.":[170],"Building":[171],"this,":[173],"develop":[175],"discuss":[177],"illustrative":[181],"cases":[182],"risks":[185],"should":[188],"be":[189],"aware":[190],"of,":[191],"proposing":[192],"key":[193],"further":[196],"research.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
