{"id":"https://openalex.org/W7225799274","doi":"https://doi.org/10.3390/su182211502","title":"From AI Capability to Sustainable Supply Chain Performance: A Theory\u2013Method\u2013Context Review","display_name":"From AI Capability to Sustainable Supply Chain Performance: A Theory\u2013Method\u2013Context Review","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225799274","doi":"https://doi.org/10.3390/su182211502"},"language":"en","primary_location":{"id":"doi:10.3390/su182211502","doi":"https://doi.org/10.3390/su182211502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su182211502","pdf_url":null,"source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","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":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/su182211502","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047091439","display_name":"Rizwan Matloob Ellahi","orcid":"https://orcid.org/0000-0002-9505-5594","observed_orcids":["https://orcid.org/0000-0002-9505-5594"]},"institutions":[{"id":"https://openalex.org/I80281795","display_name":"University of Otago","ror":"https://ror.org/01jmxt844","country_code":"NZ","type":"education","lineage":["https://openalex.org/I80281795"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Rizwan Matloob Ellahi","raw_affiliation_strings":["Department of Management, University of Otago, Dunedin Campus, Dunedin 9016, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-9505-5594","affiliations":[{"raw_affiliation_string":"Department of Management, University of Otago, Dunedin Campus, Dunedin 9016, New Zealand","institution_ids":["https://openalex.org/I80281795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047091439"],"corresponding_institution_ids":["https://openalex.org/I80281795"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2896},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2896},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"22","first_page":"11502","last_page":"11502"},"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":0.8935999870300293,"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":0.8935999870300293,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.09960000216960907,"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/T10164","display_name":"Quality and Supply Management","score":0.002199999988079071,"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":[],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7096999883651733},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5185999870300293},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5145000219345093},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.4715999960899353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4318000078201294},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.4237000048160553},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4041000008583069},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.38839998841285706},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3822000026702881},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3578000068664551},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33559998869895935},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.33469998836517334},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.32839998602867126},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.314300000667572},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.30799999833106995},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.30790001153945923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29829999804496765},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.29280000925064087},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29109999537467957},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C199185054","wikidata":"https://www.wikidata.org/wiki/Q552299","display_name":"Chain (unit)","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.26669999957084656},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C79897977","wikidata":"https://www.wikidata.org/wiki/Q5054568","display_name":"Causal chain","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2547000050544739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/su182211502","doi":"https://doi.org/10.3390/su182211502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su182211502","pdf_url":null,"source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","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":"Sustainability","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/su182211502","doi":"https://doi.org/10.3390/su182211502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su182211502","pdf_url":null,"source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","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":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1783487131","https://openalex.org/W1972047171","https://openalex.org/W1990457952","https://openalex.org/W2025883194","https://openalex.org/W2026816730","https://openalex.org/W2071863310","https://openalex.org/W2087248608","https://openalex.org/W2089402107","https://openalex.org/W2106096361","https://openalex.org/W2123709218","https://openalex.org/W2132081716","https://openalex.org/W2137671455","https://openalex.org/W2140956556","https://openalex.org/W2164683131","https://openalex.org/W2169667133","https://openalex.org/W2276325270","https://openalex.org/W2569486666","https://openalex.org/W2948223045","https://openalex.org/W2994898777","https://openalex.org/W3000603264","https://openalex.org/W3089252064","https://openalex.org/W3124957586","https://openalex.org/W3133702157","https://openalex.org/W3192208786","https://openalex.org/W4309717530","https://openalex.org/W4388179111","https://openalex.org/W4391403992","https://openalex.org/W4392912488","https://openalex.org/W4400015499","https://openalex.org/W4400998898","https://openalex.org/W4401282886","https://openalex.org/W4401945042","https://openalex.org/W4402459565","https://openalex.org/W4403874883","https://openalex.org/W4404785630","https://openalex.org/W4405323959","https://openalex.org/W4405758363","https://openalex.org/W4406789584","https://openalex.org/W4406939006","https://openalex.org/W4407045473","https://openalex.org/W4408337834","https://openalex.org/W4408585915","https://openalex.org/W4413010447","https://openalex.org/W4414141260","https://openalex.org/W4414263064","https://openalex.org/W7110999226","https://openalex.org/W7125932121","https://openalex.org/W7131316559","https://openalex.org/W7131650596","https://openalex.org/W7202367513"],"related_works":[],"abstract_inverted_index":{"Generative":[0],"artificial":[1],"intelligence":[2],"(GenAI)":[3],"has":[4],"prompted":[5],"claims":[6],"of":[7,97],"improved":[8],"supply":[9,166],"chain":[10,167],"performance.":[11],"This":[12],"structured":[13],"critical":[14],"Theory\u2013Method\u2013Context":[15],"review":[16,133],"examines":[17],"24":[18],"unique":[19],"studies":[20],"published":[21],"between":[22],"January":[23],"2024":[24],"and":[25,38,57,72,89,101,121,143,151,163,169,174,181],"28":[26],"August":[27],"2026":[28],"across":[29],"15":[30],"outlets,":[31],"distinguishing":[32],"organisational":[33],"practices":[34],"from":[35],"economic,":[36],"environmental,":[37],"social":[39,164],"outcomes.":[40],"The":[41,84,132],"bounded":[42],"compilation":[43],"contains":[44],"19":[45],"questionnaire":[46],"studies,":[47],"two":[48,75],"conceptual":[49],"contributions,":[50],"one":[51,54,58,65],"expert-priority":[52],"study,":[53,56],"case/simulation":[55],"archival":[59],"panel":[60],"study.":[61],"Source":[62],"verification":[63],"identifies":[64],"survey":[66],"with":[67,112,145],"explicit":[68,161],"predictor\u2013outcome":[69],"temporal":[70],"separation":[71],"another":[73],"reporting":[74],"waves":[76],"without":[77,160],"sufficient":[78],"detail":[79],"to":[80],"establish":[81],"that":[82,125],"separation.":[83],"evidence":[85,147],"is":[86,118],"geographically":[87],"concentrated":[88],"uses":[90],"heterogeneous":[91],"AI":[92,170],"constructs.":[93],"A":[94],"corrected":[95],"catalogue":[96],"20":[98],"selected":[99],"coefficients":[100],"four":[102],"within-study":[103],"comparisons":[104],"illustrates,":[105],"but":[106],"does":[107],"not":[108],"establish,":[109],"stronger":[110],"associations":[111],"intermediate":[113],"mechanisms.":[114],"One":[115],"matched":[116],"comparison":[117],"nearly":[119],"equal,":[120],"sensitivity":[122],"scenarios":[123],"show":[124],"interpretation":[126],"depends":[127],"on":[128],"differential":[129],"method":[130],"inflation.":[131],"develops":[134],"a":[135],"conditional":[136],"explanation":[137],"linking":[138],"resources,":[139],"practice":[140],"change,":[141],"verification,":[142],"outcomes,":[144],"an":[146],"map,":[148],"six":[149],"gaps,":[150],"eight":[152],"testable":[153],"propositions.":[154],"Net":[155],"sustainability":[156],"benefits":[157],"remain":[158],"unverified":[159],"environmental":[162],"measures,":[165],"boundaries,":[168],"resource":[171],"accounting.":[172],"Selection":[173],"independent-coding":[175],"records":[176],"are":[177],"incomplete,":[178],"limiting":[179],"reproducibility":[180],"generalisation.":[182]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}
