{"id":"https://openalex.org/W4366392287","doi":"https://doi.org/10.3390/logistics7020026","title":"ChatGPT in Supply Chains: Initial Evidence of Applications and Potential Research Agenda","display_name":"ChatGPT in Supply Chains: Initial Evidence of Applications and Potential Research Agenda","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4366392287","doi":"https://doi.org/10.3390/logistics7020026"},"language":"en","primary_location":{"id":"doi:10.3390/logistics7020026","doi":"https://doi.org/10.3390/logistics7020026","is_oa":true,"landing_page_url":"https://doi.org/10.3390/logistics7020026","pdf_url":"https://www.mdpi.com/2305-6290/7/2/26/pdf?version=1681873675","source":{"id":"https://openalex.org/S4210191619","display_name":"Logistics","issn_l":"2305-6290","issn":["2305-6290"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logistics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2305-6290/7/2/26/pdf?version=1681873675","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082718501","display_name":"Guilherme Francisco Frederico","orcid":"https://orcid.org/0000-0002-5330-4601","observed_orcids":["https://orcid.org/0000-0002-5330-4601"]},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Guilherme Francisco Frederico","raw_affiliation_strings":["School of Management, Federal University of Paran\u00e1\u2014UFPR, Curitiba 80210-170, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5330-4601","affiliations":[{"raw_affiliation_string":"School of Management, Federal University of Paran\u00e1\u2014UFPR, Curitiba 80210-170, Brazil","institution_ids":["https://openalex.org/I52418104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5082718501"],"corresponding_institution_ids":["https://openalex.org/I52418104"],"apc_list":{"value":1200,"currency":"CHF","value_usd":1335},"apc_paid":{"value":1200,"currency":"CHF","value_usd":1335},"fwci":14.7783,"has_fulltext":true,"cited_by_count":92,"citation_normalized_percentile":{"value":0.99511936,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"7","issue":"2","first_page":"26","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.0007999999797903001,"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/chatgpt","display_name":"ChatGPT","score":1.0},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.8450000286102295},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"supply chain management","score":0.9670000076293945},{"id":"https://openalex.org/keywords/generative-ai-applications","display_name":"generative AI applications","score":0.7609999775886536},{"id":"https://openalex.org/keywords/route-optimization","display_name":"route optimization","score":0.9819999933242798},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"predictive maintenance","score":0.9990000128746033},{"id":"https://openalex.org/keywords/invoice-automation","display_name":"invoice automation","score":0.6309999823570251},{"id":"https://openalex.org/keywords/employee-training","display_name":"employee training","score":0.7239999771118164},{"id":"https://openalex.org/keywords/supplier-and-customer-relationships","display_name":"supplier and customer relationships","score":0.6159999966621399},{"id":"https://openalex.org/keywords/cost-reduction","display_name":"cost reduction","score":0.7480000257492065},{"id":"https://openalex.org/keywords/supply-chain-performance","display_name":"supply chain performance","score":0.8970000147819519}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.830175518989563},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5895583033561707},{"id":"https://openalex.org/C202532154","wikidata":"https://www.wikidata.org/wiki/Q4374193","display_name":"Problem statement","level":2,"score":0.5875470042228699},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5434333682060242},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.5013396739959717},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4972539246082306},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47701215744018555},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.46844083070755005},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4575977921485901},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.45289555191993713},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40239831805229187},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4015892744064331},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3727223575115204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3641844391822815},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3011600971221924},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.19797798991203308},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1886724829673767},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/logistics7020026","doi":"https://doi.org/10.3390/logistics7020026","is_oa":true,"landing_page_url":"https://doi.org/10.3390/logistics7020026","pdf_url":"https://www.mdpi.com/2305-6290/7/2/26/pdf?version=1681873675","source":{"id":"https://openalex.org/S4210191619","display_name":"Logistics","issn_l":"2305-6290","issn":["2305-6290"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logistics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jlogis:v:7:y:2023:i:2:p:26-:d:1126849","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2305-6290/7/2/26/","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,"listed_in":[],"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:doaj.org/article:17c1b8f04ce44cf48242d65dd43eb0d2","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/17c1b8f04ce44cf48242d65dd43eb0d2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Logistics, Vol 7, Iss 2, p 26 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/logistics7020026","doi":"https://doi.org/10.3390/logistics7020026","is_oa":true,"landing_page_url":"https://doi.org/10.3390/logistics7020026","pdf_url":"https://www.mdpi.com/2305-6290/7/2/26/pdf?version=1681873675","source":{"id":"https://openalex.org/S4210191619","display_name":"Logistics","issn_l":"2305-6290","issn":["2305-6290"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logistics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366392287.pdf","grobid_xml":"https://content.openalex.org/works/W4366392287.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2792865795","https://openalex.org/W2947436355","https://openalex.org/W3000067045","https://openalex.org/W3000533347","https://openalex.org/W3089252064","https://openalex.org/W3181086303","https://openalex.org/W3197052056","https://openalex.org/W4210681932","https://openalex.org/W4210997151","https://openalex.org/W4285045616","https://openalex.org/W4309197862","https://openalex.org/W4318562290"],"related_works":["https://openalex.org/W4403762607","https://openalex.org/W4399432634","https://openalex.org/W4399448833","https://openalex.org/W4411254908","https://openalex.org/W4412448874","https://openalex.org/W4408482630","https://openalex.org/W4375934023","https://openalex.org/W4390055472","https://openalex.org/W7119521646","https://openalex.org/W4377102373"],"abstract_inverted_index":{"Background:":[0],"ChatGPT":[1,19,78,114,167],"has":[2],"been":[3],"largely":[4],"discussed":[5],"since":[6],"it":[7,204,218],"was":[8,123],"launched":[9],"in":[10,20,79,99,115,135,147,181,222],"November":[11],"2022.":[12],"Problem":[13],"statement:":[14],"the":[15,21,30,46,52,71,84,95,128,133,136,144,162,198,266],"main":[16,72],"approaches":[17],"of":[18,113,130,166,216,225,258,268],"recent":[22],"and":[23,37,60,74,103,110,157,164,237,250,265],"scarce":[24],"literature":[25,121],"are":[26],"more":[27],"focused":[28],"on":[29,83,94,168,177,194],"impacts":[31,163],"for":[32,45],"general":[33],"use,":[34],"applied":[35,221],"sciences":[36],"educational":[38],"systems,":[39],"which":[40],"evidences":[41],"a":[42,58,68,119,213,255],"relevant":[43],"gap":[44],"management":[47,228],"field,":[48],"especially":[49],"related":[50,160],"to":[51,66,127,143,153,161,174,212],"supply":[53,80,116,148,169,226,269],"chain":[54,149,227,270],"area.":[55],"Objectives:":[56],"as":[57,118,262],"novel":[59],"initial":[61,85,156],"contribution,":[62],"this":[63,140,182,209],"article":[64,91,141],"aims":[65],"provide":[67],"viewpoint":[69,90],"with":[70,254],"applications":[73,109,165],"other":[75,111],"issues":[76,112],"regarding":[77],"chains,":[81,117],"based":[82,193],"discovered":[86],"evidence.":[87],"Methods:":[88],"This":[89],"is":[92],"grounded":[93],"few":[96],"articles":[97],"available":[98],"specialized":[100],"magazines,":[101],"blogs":[102],"company":[104],"websites":[105],"that":[106],"approach":[107],"potential":[108,186,256],"systematic":[120],"review":[122],"not":[124],"possible":[125],"due":[126],"absence":[129],"papers":[131],"approaching":[132],"subject":[134],"research":[137,179,187],"databases.":[138],"Contributions:":[139],"contributes":[142],"practitioners":[145],"involved":[146],"activities":[150],"who":[151],"desire":[152],"have":[154],"an":[155],"structured":[158],"content":[159,200],"chains.":[170],"It":[171],"also":[172],"seeks":[173],"encourage":[175],"researchers":[176],"further":[178],"deployments":[180],"field":[183],"by":[184],"presenting":[185],"agenda":[188],"topics.":[189],"Results:":[190],"first":[191],"evidence":[192],"quality":[195],"results":[196],"from":[197],"analyzed":[199],"showed":[201],"that,":[202],"although":[203],"may":[205,219],"take":[206],"time":[207],"until":[208],"technology":[210],"evolves":[211],"desirable":[214],"level":[215],"maturity,":[217],"be":[220],"different":[223],"areas":[224],"(e.g.,":[229],"route":[230],"optimization,":[231],"predictive":[232],"maintenance,":[233],"order":[234],"shipment,":[235],"customer":[236],"supplier":[238],"relationships,":[239],"data":[240],"analysis,":[241],"ordering":[242],"process,":[243],"automating":[244],"invoices,":[245],"reducing":[246],"waste,":[247],"workforce":[248],"training":[249],"guidance,":[251],"amongst":[252],"others),":[253],"generation":[257],"significant":[259],"benefits":[260],"such":[261],"cost":[263],"reductions":[264],"improvement":[267],"performance.":[271]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":12}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-04-21T00:00:00"}