{"id":"https://openalex.org/W7224967335","doi":"https://doi.org/10.1108/mscra-07-2026-0119","title":"AI adoption in purchasing and supply management: how institutional voids rewire the UTAUT framework","display_name":"AI adoption in purchasing and supply management: how institutional voids rewire the UTAUT framework","publication_year":2026,"publication_date":"2026-10-30","ids":{"openalex":"https://openalex.org/W7224967335","doi":"https://doi.org/10.1108/mscra-07-2026-0119"},"language":"en","primary_location":{"id":"doi:10.1108/mscra-07-2026-0119","doi":"https://doi.org/10.1108/mscra-07-2026-0119","is_oa":true,"landing_page_url":"https://doi.org/10.1108/mscra-07-2026-0119","pdf_url":"https://www.emerald.com/mscra/article-pdf/doi/10.1108/MSCRA-07-2026-0119/11941612/mscra-07-2026-0119en.pdf","source":{"id":"https://openalex.org/S4210202938","display_name":"Modern Supply Chain Research and Applications","issn_l":"2631-3871","issn":["2631-3871"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Modern Supply Chain Research and Applications","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.emerald.com/mscra/article-pdf/doi/10.1108/MSCRA-07-2026-0119/11941612/mscra-07-2026-0119en.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160223249","display_name":"Abdelmalek Hinaje","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Abdelmalek Hinaje","raw_affiliation_strings":["LARMEF, Sidi Mohamed Ben Abdellah University , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LARMEF, Sidi Mohamed Ben Abdellah University , ,","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5160223249"],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.8841183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.0034000000450760126,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.0006000000284984708,"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/artificial-intelligence-adoption","display_name":"artificial intelligence adoption","score":0.9599999785423279},{"id":"https://openalex.org/keywords/procurement-management","display_name":"procurement management","score":0.9919999837875366},{"id":"https://openalex.org/keywords/utaut","display_name":"UTAUT","score":0.9169999957084656},{"id":"https://openalex.org/keywords/institutional-theory","display_name":"institutional theory","score":0.8489999771118164},{"id":"https://openalex.org/keywords/institutional-voids","display_name":"institutional voids","score":0.9700000286102295},{"id":"https://openalex.org/keywords/performance-expectancy","display_name":"performance expectancy","score":0.7250000238418579},{"id":"https://openalex.org/keywords/social-influence","display_name":"social influence","score":0.9139999747276306},{"id":"https://openalex.org/keywords/coercive-pressure","display_name":"coercive pressure","score":0.9110000133514404},{"id":"https://openalex.org/keywords/facilitating-conditions","display_name":"facilitating conditions","score":0.972000002861023},{"id":"https://openalex.org/keywords/effort-expectancy","display_name":"effort expectancy","score":0.7730000019073486},{"id":"https://openalex.org/keywords/behavioral-intention","display_name":"behavioral intention","score":0.8209999799728394},{"id":"https://openalex.org/keywords/actual-use","display_name":"actual use","score":0.7329999804496765},{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.9240000247955322},{"id":"https://openalex.org/keywords/infrastructure-readiness","display_name":"infrastructure readiness","score":0.8399999737739563},{"id":"https://openalex.org/keywords/emerging-markets","display_name":"emerging markets","score":0.8230000138282776},{"id":"https://openalex.org/keywords/morocco","display_name":"Morocco","score":0.7990000247955322}],"concepts":[{"id":"https://openalex.org/C188353592","wikidata":"https://www.wikidata.org/wiki/Q450586","display_name":"Expectancy theory","level":2,"score":0.762499988079071},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.6941999793052673},{"id":"https://openalex.org/C147887874","wikidata":"https://www.wikidata.org/wiki/Q16252774","display_name":"Institutional theory","level":2,"score":0.608299970626831},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.5906999707221985},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5450999736785889},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4957999885082245},{"id":"https://openalex.org/C121087249","wikidata":"https://www.wikidata.org/wiki/Q546395","display_name":"Emerging markets","level":2,"score":0.492900013923645},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.46700000762939453},{"id":"https://openalex.org/C142944206","wikidata":"https://www.wikidata.org/wiki/Q1786137","display_name":"Proactivity","level":2,"score":0.46619999408721924},{"id":"https://openalex.org/C2780346085","wikidata":"https://www.wikidata.org/wiki/Q7884986","display_name":"Unified theory of acceptance and use of technology","level":3,"score":0.4625999927520752},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.45249998569488525},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.44940000772476196},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.43630000948905945},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.43149998784065247},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.4196999967098236},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.40149998664855957},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.3813000023365021},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.33550000190734863},{"id":"https://openalex.org/C193525677","wikidata":"https://www.wikidata.org/wiki/Q7048651","display_name":"Nomological network","level":3,"score":0.30390000343322754},{"id":"https://openalex.org/C63063934","wikidata":"https://www.wikidata.org/wiki/Q1079747","display_name":"Embeddedness","level":2,"score":0.30329999327659607},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3025999963283539},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C129631789","wikidata":"https://www.wikidata.org/wiki/Q334173","display_name":"Opportunism","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.2671999931335449},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C84309077","wikidata":"https://www.wikidata.org/wiki/Q3908516","display_name":"Entrepreneurship","level":2,"score":0.2590999901294708}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/mscra-07-2026-0119","doi":"https://doi.org/10.1108/mscra-07-2026-0119","is_oa":true,"landing_page_url":"https://doi.org/10.1108/mscra-07-2026-0119","pdf_url":"https://www.emerald.com/mscra/article-pdf/doi/10.1108/MSCRA-07-2026-0119/11941612/mscra-07-2026-0119en.pdf","source":{"id":"https://openalex.org/S4210202938","display_name":"Modern Supply Chain Research and Applications","issn_l":"2631-3871","issn":["2631-3871"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Modern Supply Chain Research and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1108/mscra-07-2026-0119","doi":"https://doi.org/10.1108/mscra-07-2026-0119","is_oa":true,"landing_page_url":"https://doi.org/10.1108/mscra-07-2026-0119","pdf_url":"https://www.emerald.com/mscra/article-pdf/doi/10.1108/MSCRA-07-2026-0119/11941612/mscra-07-2026-0119en.pdf","source":{"id":"https://openalex.org/S4210202938","display_name":"Modern Supply Chain Research and Applications","issn_l":"2631-3871","issn":["2631-3871"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Modern Supply Chain Research and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6773999929428101,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224967335.pdf","grobid_xml":"https://content.openalex.org/works/W7224967335.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1204404493","https://openalex.org/W1965278510","https://openalex.org/W2097700858","https://openalex.org/W2100379340","https://openalex.org/W2106096361","https://openalex.org/W2162412465","https://openalex.org/W3112603225","https://openalex.org/W3123282572","https://openalex.org/W3210383951","https://openalex.org/W4212814119","https://openalex.org/W4378893208","https://openalex.org/W4400241315","https://openalex.org/W4404040240","https://openalex.org/W4406429314","https://openalex.org/W4408145636","https://openalex.org/W4411965485","https://openalex.org/W4414263064","https://openalex.org/W4417155725","https://openalex.org/W7077076060","https://openalex.org/W7140186368","https://openalex.org/W7153335104","https://openalex.org/W7154314433","https://openalex.org/W7154716203","https://openalex.org/W7156242161","https://openalex.org/W7160828245"],"related_works":["https://openalex.org/W7221519722","https://openalex.org/W4391504609","https://openalex.org/W7140086528","https://openalex.org/W7222720441","https://openalex.org/W7215674266","https://openalex.org/W7202209474","https://openalex.org/W7215949548","https://openalex.org/W6911899979","https://openalex.org/W4390933047","https://openalex.org/W7169878426"],"abstract_inverted_index":{"Purpose":[0],"This":[1,145],"study":[2,146],"investigates":[3],"how":[4],"institutional":[5,149],"voids":[6,150],"and":[7,18,58,86,134],"behavioral":[8,66],"factors":[9],"jointly":[10],"drive":[11,65],"artificial":[12],"intelligence":[13],"(AI)":[14],"adoption":[15],"in":[16,32,121,172],"purchasing":[17],"supply":[19],"management":[20,137],"(PSM)":[21],"within":[22],"emerging":[23,122],"economies.":[24],"Design/methodology/approach":[25],"Survey":[26],"data":[27,132],"from":[28],"200":[29],"PSM":[30],"professionals":[31],"Morocco":[33],"were":[34],"analyzed":[35],"using":[36],"Partial":[37],"Least":[38],"Squares":[39],"Structural":[40],"Equation":[41],"Modeling":[42],"(PLS-SEM)":[43],"to":[44,159],"test":[45],"an":[46,99],"integrated":[47],"UTAUT\u2013institutional":[48],"theory":[49],"framework.":[50],"Findings":[51],"Performance":[52],"expectancy":[53,114],"(PE)":[54],"(\u00df":[55,61,74,83,88],"=":[56,62,75,78,84,89],"0.530)":[57],"social":[59],"influence":[60],"0.453)":[63],"primarily":[64],"intention":[67,171],"(BI),":[68],"while":[69],"coercive":[70],"pressure":[71],"is":[72],"non-significant":[73],"0.050,":[76],"p":[77],"0.260).":[79],"Facilitating":[80],"conditions":[81],"(FC)":[82],"0.472)":[85],"(BI)":[87],"0.497)":[90],"exert":[91],"near-equal":[92],"direct":[93],"effects":[94],"on":[95,141],"actual":[96],"use,":[97,165],"confirming":[98],"\u201cinfrastructure":[100],"imperative\u201d.":[101],"Post-hoc":[102],"multi-group":[103],"analysis":[104],"reveals":[105],"that":[106,148],"PE":[107],"dominates":[108,115],"predictive":[109],"AI":[110,126],"adoption,":[111],"whereas":[112],"effort":[113],"Generative":[116],"AI.":[117],"Practical":[118],"implications":[119],"Organizations":[120],"economies":[123],"must":[124],"pair":[125],"software":[127],"procurement":[128],"with":[129],"dedicated":[130],"infrastructure,":[131],"governance":[133],"peer-led":[135],"change":[136],"rather":[138],"than":[139],"relying":[140],"unsupported":[142],"mandates.":[143],"Originality/value":[144],"demonstrates":[147],"modify":[151],"the":[152],"UTAUT":[153],"nomological":[154],"network":[155],"by":[156],"elevating":[157],"FC":[158],"a":[160],"primary":[161],"co-determinant":[162],"of":[163],"technology":[164],"proving":[166],"infrastructure":[167],"readiness":[168],"equals":[169],"user":[170],"driving":[173],"adoption.":[174]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-31T00:00:00"}