{"id":"https://openalex.org/W7225415476","doi":"https://doi.org/10.5281/zenodo.24012602","title":"ADOPTION OF ARTIFICIAL INTELLIGENCE IN LIBRARY OPERATIONS AND SERVICE DELIVERY IN ACADEMIC LIBRARIES IN DELTA STATE, NIGERIA","display_name":"ADOPTION OF ARTIFICIAL INTELLIGENCE IN LIBRARY OPERATIONS AND SERVICE DELIVERY IN ACADEMIC LIBRARIES IN DELTA STATE, NIGERIA","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225415476","doi":"https://doi.org/10.5281/zenodo.24012602"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24012602","doi":"https://doi.org/10.5281/zenodo.24012602","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24012602","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24012602","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161044939","display_name":"NJOETENI LUCKY","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2802029997","display_name":"Delta State Polytechnic Ogwashi-Uku","ror":"https://ror.org/03j28nn17","country_code":"NG","type":"education","lineage":["https://openalex.org/I2802029997"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"NJOETENI LUCKY","raw_affiliation_strings":["Library and information science, Delta State Polytechnic, Ogwashi Uku"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Library and information science, Delta State Polytechnic, Ogwashi Uku","institution_ids":["https://openalex.org/I2802029997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5161044939"],"corresponding_institution_ids":["https://openalex.org/I2802029997"],"apc_list":null,"apc_paid":null,"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":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.4043000042438507,"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":0.4043000042438507,"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/T13673","display_name":"Library Science and Information","score":0.40380001068115234,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12863","display_name":"Web and Library Services","score":0.10520000010728836,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"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":0.9980000257492065},{"id":"https://openalex.org/keywords/academic-libraries","display_name":"academic libraries","score":0.9959999918937683},{"id":"https://openalex.org/keywords/library-operations","display_name":"library operations","score":0.8899999856948853},{"id":"https://openalex.org/keywords/library-service-delivery","display_name":"library service delivery","score":0.9470000267028809},{"id":"https://openalex.org/keywords/perceived-usefulness","display_name":"perceived usefulness","score":0.8220000267028809},{"id":"https://openalex.org/keywords/facilitating-conditions","display_name":"facilitating conditions","score":0.9959999918937683},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"technology acceptance model","score":0.906000018119812},{"id":"https://openalex.org/keywords/utaut","display_name":"UTAUT","score":0.9200000166893005},{"id":"https://openalex.org/keywords/generative-ai-tools","display_name":"generative AI tools","score":0.8330000042915344},{"id":"https://openalex.org/keywords/ai-assisted-discovery","display_name":"AI-assisted discovery","score":0.902999997138977},{"id":"https://openalex.org/keywords/chatbots","display_name":"chatbots","score":0.824999988079071},{"id":"https://openalex.org/keywords/ai-literacy-training","display_name":"AI literacy training","score":0.6790000200271606},{"id":"https://openalex.org/keywords/delta-state","display_name":"Delta State","score":0.6830000281333923}],"concepts":[{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.5558000206947327},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.484499990940094},{"id":"https://openalex.org/C68595000","wikidata":"https://www.wikidata.org/wiki/Q2274177","display_name":"Service delivery framework","level":3,"score":0.45190000534057617},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4399999976158142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43470001220703125},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4131999909877777},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.4115000069141388},{"id":"https://openalex.org/C2779363792","wikidata":"https://www.wikidata.org/wiki/Q1104185","display_name":"Coaching","level":2,"score":0.37299999594688416},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3582000136375427},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.33379998803138733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33219999074935913},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.32910001277923584},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.32429999113082886},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3100999891757965},{"id":"https://openalex.org/C2776157432","wikidata":"https://www.wikidata.org/wiki/Q1375683","display_name":"Normality","level":2,"score":0.2971000075340271},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.28610000014305115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27459999918937683}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.24012602","doi":"https://doi.org/10.5281/zenodo.24012602","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24012602","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.24012603","doi":"https://doi.org/10.5281/zenodo.24012603","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24012603","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24012602","doi":"https://doi.org/10.5281/zenodo.24012602","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24012602","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7220087553","https://openalex.org/W7202246266","https://openalex.org/W7169761135","https://openalex.org/W4390841170","https://openalex.org/W7220831939","https://openalex.org/W7160239294","https://openalex.org/W7164855312","https://openalex.org/W7168244710","https://openalex.org/W7171050208","https://openalex.org/W7215469502"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"is":[3],"reshaping":[4],"how":[5],"academic":[6,39],"libraries":[7,40],"acquire,":[8],"organise,":[9],"retrieve":[10],"and":[11,35,55,63,69,90,96,111,117,122,136,147,157,186,202,240,266,284,289],"deliver":[12],"information,":[13],"yet":[14],"evidence":[15],"on":[16,67,85],"its":[17],"uptake":[18],"in":[19,32,38,41,214,282],"Nigerian":[20],"sub-national":[21],"contexts":[22],"remains":[23],"thin.":[24],"This":[25],"study":[26,77,275],"examined":[27],"the":[28,47,53,71,86,91,150,190,212,260,271],"adoption":[29,166,215],"of":[30,49,58,94,98,114,119,164,179,211,263],"AI":[31,50,65,165,184,242,264,278,291],"library":[33],"operations":[34],"service":[36],"delivery":[37],"Delta":[42],"State,":[43],"Nigeria.":[44],"It":[45],"determined":[46],"extent":[48,163],"adoption,":[51,68],"tested":[52],"joint":[54],"relative":[56],"influence":[57],"perceived":[59],"usefulness,":[60],"facilitating":[61,235],"conditions":[62,236],"staff":[64,113,241],"competence":[66,243],"identified":[70],"challenges":[72],"that":[73],"constrain":[74],"adoption.":[75],"The":[76,161,205,274],"adopted":[78,193],"a":[79,176,195],"descriptive":[80,132],"correlational":[81],"survey":[82],"design":[83],"anchored":[84],"Technology":[87],"Acceptance":[88,95],"Model":[89],"Unified":[92],"Theory":[93],"Use":[97],"Technology.":[99],"A":[100],"structured":[101,286],"questionnaire":[102],"(Cronbach's":[103],"\u03b1":[104],"=":[105,170,173,217,221,225,233,238,245],"0.80\u20130.91)":[106],"was":[107,167],"administered":[108],"to":[109,194],"professional":[110],"paraprofessional":[112],"university,":[115],"polytechnic":[116],"college":[118],"education":[120],"libraries,":[121],"186":[123],"valid":[124],"responses":[125],"were":[126,129,189,256,270],"analysed.":[127],"Data":[128],"analysed":[130],"with":[131],"statistics,":[133],"Shapiro\u2013":[134],"Wilk":[135],"Kolmogorov\u2013Smirnov":[137],"normality":[138],"tests,":[139,149],"Pearson":[140],"correlation,":[141],"collinearity":[142],"diagnostics,":[143],"multiple":[144],"regression,":[145],"Breusch\u2013Pagan":[146],"White":[148],"Durbin\u2013Watson":[151],"statistic,":[152],"Ramsey's":[153],"RESET,":[154],"Cook's":[155],"distance":[156],"95%":[158],"confidence":[159],"intervals.":[160],"overall":[162],"low":[168],"(M":[169],"2.29,":[171],"SD":[172],"0.62,":[174],"against":[175],"criterion":[177],"mean":[178],"2.50).":[180],"Similaritychecking":[181],"software,":[182],"generative":[183],"tools":[185],"AI-assisted":[187],"discovery":[188],"only":[191],"applications":[192],"high":[196,261],"extent;":[197],"predictive":[198],"collection":[199],"analytics,":[200],"robotics":[201],"chatbots":[203],"trailed.":[204],"three":[206],"predictors":[207],"jointly":[208],"explained":[209],"44.1%":[210],"variance":[213],"(R\u00b2":[216],"0.441,":[218],"adjusted":[219],"R\u00b2":[220],"0.432;":[222],"F(3,":[223],"182)":[224],"47.84,":[226],"p":[227],"<":[228,251],".001).":[229,252],"Perceived":[230],"usefulness":[231],"(\u03b2":[232,237,244],"0.341),":[234],"0.307)":[239],"0.270)":[246],"each":[247],"contributed":[248],"significantly":[249],"(p":[250],"All":[253],"regression":[254],"assumptions":[255],"satisfied.":[257],"Inadequate":[258],"funding,":[259],"cost":[262],"software":[265],"erratic":[267],"power":[268,283],"supply":[269],"leading":[272],"challenges.":[273],"recommends":[276],"dedicated":[277],"budget":[279],"lines,":[280],"investment":[281],"bandwidth,":[285],"AI-literacy":[287],"training":[288],"institutional":[290],"policies":[292]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-07T00:00:00"}