Please use this identifier to cite or link to this item: http://irepo.futminna.edu.ng:8080/jspui/handle/123456789/30257
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dc.contributor.authorMUSA, HUSSAINI-
dc.contributor.authorGARBA, MOHAMMED SHAMBO-
dc.contributor.authorMUSA, BABA ADAMU-
dc.date.accessioned2026-02-05T18:10:31Z-
dc.date.available2026-02-05T18:10:31Z-
dc.date.issued2026-02-05-
dc.identifier.citationHUSSAINI MUSA (PH.D), DR. GARBA SHAMBO MOHAMMED, DR MUSA BABA ADAMU (2026) ACADEMIC LIBRARIANS' AWARENESS, USE, AND ETHICAL PERSPECTIVES ON GENERATIVE AI IN INFORMATION RESEARCH WITHIN NIGERIAN HIGHER EDUCATION . International Journal of Information Resource Management (IJIRM)Volume 3, Number 1 (2026) E-ISSN: 1118_7786 Available at: https://www.ijirm.com.ng/admin/img/paper/21.MohammedGarbav3-1.pdf PP 342 - 363en_US
dc.identifier.issn1118_7786-
dc.identifier.urihttp://irepo.futminna.edu.ng:8080/jspui/handle/123456789/30257-
dc.descriptionJOURNAL ARTICLEen_US
dc.description.abstractThis study examined awareness, adoption, ethical concerns, and institutional policy adequacy regarding generative AI (GenAI) tools among academic librarians in Nigeria (N = 314). The study was guided by 6 research question and 6 research objectives. Data were collected using a structured questionnaire covering awareness, adoption, ethical perceptions, and policy frameworks. Results indicated high awareness of GenAI tools (M = 3.80, SD = 0.68), with familiarity and understanding of potential risks scoring highest (M = 3.99–3.95). Adoption was moderate (M = 3.33, SD = 0.72), with the highest uptake in recommending GenAI tools to users (M = 3.64) and the lowest integration into workshops (M = 2.99). Librarians expressed very high ethical concerns (M = 3.96, SD = 0.70), particularly regarding plagiarism (M = 4.10) and hallucinated content (M = 3.98). Institutional policies were perceived as inadequate (M = 2.90, SD = 1.28). Correlation analysis revealed that awareness strongly predicted adoption (r = .56, p < .001), while policy adequacy moderately reduced ethical concerns (r = –.34, p < .001). Group analyses indicated federal librarians had higher awareness (M = 3.92 vs. 3.61, p = .005) and adoption (M = 3.48 vs. 3.27, p = .036) than state librarians. The findings highlight the need for structured training, robust ethical guidelines, and comprehensive institutional AI policies to support responsible GenAI integration in academic librariesen_US
dc.description.sponsorshipSELFen_US
dc.language.isoenen_US
dc.publisherDepartment of Library and Information Science, University of Nigeria, Nsukkaen_US
dc.relation.ispartofseriesVolume 3;Number 1-
dc.subjectGenerative AI,en_US
dc.subjectAcademic Libraries,en_US
dc.subjectAwareness,en_US
dc.subjectAdoption,en_US
dc.subjectEthical Concerns,en_US
dc.subjectPolicy Adequacyen_US
dc.titleACADEMIC LIBRARIANS’ AWARENESS, USE, ANDETHICAL PERSPECTIVES ON GENERATIVE AI IN INFORMATION RESEARCH WITHIN NIGERIAN HIGHER EDUCATIONen_US
dc.typeArticleen_US
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