The International Journal of Technology, Innovation, and Education

ISSN: 2820 – 7521

Volume 4, 2026 – Issue 1

Generative AI in Moroccan academia: A study of USMBA students’ experiences and perspectives

DOI: 10.5281/zenodo.18840873

Abstract

This study explores the integration of generative Artificial Intelligence (Gen AI) tools in Moroccan academic settings. It investigates Sidi Mohamed Ben Abdellah University (USMBA) students’ experiences and perspectives on AI utilization to complete language-related tasks in response to challenges related to language proficiency. The study examines the motives and factors pushing students toward AI usage, highlighting opportunities and challenges in using generative AI for task completion. It further studies issues of ethics and responsibility, including adherence to academic integrity and transparency in AI-assisted work. Findings reveal an immense reliance on AI among students, primarily to overcome linguistic limitations and enhance productivity with a reduced effort. While many students demonstrate awareness of ethical boundaries, inconsistencies in responsible use point to the need for clear forceful institutional guidelines. The study contributes to ongoing discourse on AI usage in Moroccan higher education by providing context-specific insights into user behavior, ethical considerations, and implications for policy and pedagogy.

Keywords: USMBA, artificial intelligence, language proficiency, generative AI, academic integrity, institutional guidelines, higher education 

Published

Section

Research Papers

How to Cite (APA)

16359756 {16359756:ZRIZV4T4} 1 apa 50 default 2456 https://ijtie.com/wp-content/plugins/zotpress/
%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3Afalse%2C%22meta%22%3A%7B%22request_last%22%3A0%2C%22request_next%22%3A0%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%22ZRIZV4T4%22%2C%22library%22%3A%7B%22id%22%3A16359756%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Laaraj%22%2C%22parsedDate%22%3A%222026-02-28%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BLaaraj%2C%20Y.%20%282026%29.%20Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%26%23×2019%3B%20experiences%20and%20perspectives.%20%26lt%3Bi%26gt%3BThe%20International%20Journal%20of%20Technology%2C%20Innovation%2C%20and%20Education%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B4%26lt%3B%5C%2Fi%26gt%3B%281%29%2C%20303%26%23×2013%3B318.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26lt%3B%5C%2Fa%26gt%3B%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%5Cu2019%20experiences%20and%20perspectives%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Youssef%22%2C%22lastName%22%3A%22Laaraj%22%7D%5D%2C%22abstractNote%22%3A%22This%20study%20explores%20the%20integration%20of%20generative%20Artificial%20Intelligence%20%28Gen%20AI%29%20tools%20in%20Moroccan%20academic%20settings.%20It%20investigates%20Sidi%20Mohamed%20Ben%20Abdellah%20University%20%28USMBA%29%20students%5Cu2019%20experiences%20and%20perspectives%20on%20AI%20utilization%20to%20complete%20language-related%20tasks%20in%20response%20to%20challenges%20related%20to%20language%20proficiency.%20The%20study%20examines%20the%20motives%20and%20factors%20pushing%20students%20toward%20AI%20usage%2C%20highlighting%20opportunities%20and%20challenges%20in%20using%20generative%20AI%20for%20task%20completion.%20It%20further%20studies%20issues%20of%20ethics%20and%20responsibility%2C%20including%20adherence%20to%20academic%20integrity%20and%20transparency%20in%20AI-assisted%20work.%20Findings%20reveal%20an%20immense%20reliance%20on%20AI%20among%20students%2C%20primarily%20to%20overcome%20linguistic%20limitations%20and%20enhance%20productivity%20with%20a%20reduced%20effort.%20While%20many%20students%20demonstrate%20awareness%20of%20ethical%20boundaries%2C%20inconsistencies%20in%20responsible%20use%20point%20to%20the%20need%20for%20clear%20forceful%20institutional%20guidelines.%20The%20study%20contributes%20to%20ongoing%20discourse%20on%20AI%20usage%20in%20Moroccan%20higher%20education%20by%20providing%20context-specific%20insights%20into%20user%20behavior%2C%20ethical%20considerations%2C%20and%20implications%20for%20policy%20and%20pedagogy.%22%2C%22date%22%3A%222026-02-28%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.5281%5C%2Fzenodo.18840873%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222820-7521%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-03-02T23%3A03%3A27Z%22%7D%7D%5D%7D
Laaraj, Y. (2026). Generative AI in Moroccan academia: A study of USMBA students’ experiences and perspectives. The International Journal of Technology, Innovation, and Education, 4(1), 303–318. https://doi.org/10.5281/zenodo.18840873

Download Citation: EndNote/Zotero/Mendeley (RIS)

Chicago
MLA
IEEE
Harvard
Vancouver
APA
Chicago
Chicago
MLA
IEEE
Harvard
Vancouver
APA

16359756 {16359756:ZRIZV4T4} 1 chicago-author-date 50 default 2456 https://ijtie.com/wp-content/plugins/zotpress/
%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3Afalse%2C%22meta%22%3A%7B%22request_last%22%3A0%2C%22request_next%22%3A0%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%22ZRIZV4T4%22%2C%22library%22%3A%7B%22id%22%3A16359756%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Laaraj%22%2C%22parsedDate%22%3A%222026-02-28%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%201.35%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BLaaraj%2C%20Youssef.%202026.%20%26%23x201C%3BGenerative%20AI%20in%20Moroccan%20Academia%3A%20A%20Study%20of%20USMBA%20Students%26%23×2019%3B%20Experiences%20and%20Perspectives.%26%23x201D%3B%20%26lt%3Bi%26gt%3BThe%20International%20Journal%20of%20Technology%2C%20Innovation%2C%20and%20Education%26lt%3B%5C%2Fi%26gt%3B%204%20%281%29%3A%20303%26%23×2013%3B18.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26lt%3B%5C%2Fa%26gt%3B.%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%5Cu2019%20experiences%20and%20perspectives%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Youssef%22%2C%22lastName%22%3A%22Laaraj%22%7D%5D%2C%22abstractNote%22%3A%22This%20study%20explores%20the%20integration%20of%20generative%20Artificial%20Intelligence%20%28Gen%20AI%29%20tools%20in%20Moroccan%20academic%20settings.%20It%20investigates%20Sidi%20Mohamed%20Ben%20Abdellah%20University%20%28USMBA%29%20students%5Cu2019%20experiences%20and%20perspectives%20on%20AI%20utilization%20to%20complete%20language-related%20tasks%20in%20response%20to%20challenges%20related%20to%20language%20proficiency.%20The%20study%20examines%20the%20motives%20and%20factors%20pushing%20students%20toward%20AI%20usage%2C%20highlighting%20opportunities%20and%20challenges%20in%20using%20generative%20AI%20for%20task%20completion.%20It%20further%20studies%20issues%20of%20ethics%20and%20responsibility%2C%20including%20adherence%20to%20academic%20integrity%20and%20transparency%20in%20AI-assisted%20work.%20Findings%20reveal%20an%20immense%20reliance%20on%20AI%20among%20students%2C%20primarily%20to%20overcome%20linguistic%20limitations%20and%20enhance%20productivity%20with%20a%20reduced%20effort.%20While%20many%20students%20demonstrate%20awareness%20of%20ethical%20boundaries%2C%20inconsistencies%20in%20responsible%20use%20point%20to%20the%20need%20for%20clear%20forceful%20institutional%20guidelines.%20The%20study%20contributes%20to%20ongoing%20discourse%20on%20AI%20usage%20in%20Moroccan%20higher%20education%20by%20providing%20context-specific%20insights%20into%20user%20behavior%2C%20ethical%20considerations%2C%20and%20implications%20for%20policy%20and%20pedagogy.%22%2C%22date%22%3A%222026-02-28%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.5281%5C%2Fzenodo.18840873%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222820-7521%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-03-02T23%3A03%3A27Z%22%7D%7D%5D%7D
Laaraj, Youssef. 2026. “Generative AI in Moroccan Academia: A Study of USMBA Students’ Experiences and Perspectives.” The International Journal of Technology, Innovation, and Education 4 (1): 303–18. https://doi.org/10.5281/zenodo.18840873.

16359756 {16359756:ZRIZV4T4} 1 modern-language-association 50 default 2456 https://ijtie.com/wp-content/plugins/zotpress/
%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3Afalse%2C%22meta%22%3A%7B%22request_last%22%3A0%2C%22request_next%22%3A0%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%22ZRIZV4T4%22%2C%22library%22%3A%7B%22id%22%3A16359756%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Laaraj%22%2C%22parsedDate%22%3A%222026-02-28%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BLaaraj%2C%20Youssef.%20%26%23x201C%3BGenerative%20AI%20in%20Moroccan%20Academia%3A%20A%20Study%20of%20USMBA%20Students%26%23×2019%3B%20Experiences%20and%20Perspectives.%26%23x201D%3B%20%26lt%3Bi%26gt%3BThe%20International%20Journal%20of%20Technology%2C%20Innovation%2C%20and%20Education%26lt%3B%5C%2Fi%26gt%3B%2C%20vol.%204%2C%20no.%201%2C%20Feb.%202026%2C%20pp.%20303%26%23×2013%3B18%2C%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26lt%3B%5C%2Fa%26gt%3B.%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%5Cu2019%20experiences%20and%20perspectives%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Youssef%22%2C%22lastName%22%3A%22Laaraj%22%7D%5D%2C%22abstractNote%22%3A%22This%20study%20explores%20the%20integration%20of%20generative%20Artificial%20Intelligence%20%28Gen%20AI%29%20tools%20in%20Moroccan%20academic%20settings.%20It%20investigates%20Sidi%20Mohamed%20Ben%20Abdellah%20University%20%28USMBA%29%20students%5Cu2019%20experiences%20and%20perspectives%20on%20AI%20utilization%20to%20complete%20language-related%20tasks%20in%20response%20to%20challenges%20related%20to%20language%20proficiency.%20The%20study%20examines%20the%20motives%20and%20factors%20pushing%20students%20toward%20AI%20usage%2C%20highlighting%20opportunities%20and%20challenges%20in%20using%20generative%20AI%20for%20task%20completion.%20It%20further%20studies%20issues%20of%20ethics%20and%20responsibility%2C%20including%20adherence%20to%20academic%20integrity%20and%20transparency%20in%20AI-assisted%20work.%20Findings%20reveal%20an%20immense%20reliance%20on%20AI%20among%20students%2C%20primarily%20to%20overcome%20linguistic%20limitations%20and%20enhance%20productivity%20with%20a%20reduced%20effort.%20While%20many%20students%20demonstrate%20awareness%20of%20ethical%20boundaries%2C%20inconsistencies%20in%20responsible%20use%20point%20to%20the%20need%20for%20clear%20forceful%20institutional%20guidelines.%20The%20study%20contributes%20to%20ongoing%20discourse%20on%20AI%20usage%20in%20Moroccan%20higher%20education%20by%20providing%20context-specific%20insights%20into%20user%20behavior%2C%20ethical%20considerations%2C%20and%20implications%20for%20policy%20and%20pedagogy.%22%2C%22date%22%3A%222026-02-28%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.5281%5C%2Fzenodo.18840873%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222820-7521%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-03-02T23%3A03%3A27Z%22%7D%7D%5D%7D
Laaraj, Youssef. “Generative AI in Moroccan Academia: A Study of USMBA Students’ Experiences and Perspectives.” The International Journal of Technology, Innovation, and Education, vol. 4, no. 1, Feb. 2026, pp. 303–18, https://doi.org/10.5281/zenodo.18840873.

16359756 {16359756:ZRIZV4T4} 1 ieee 50 default 2456 https://ijtie.com/wp-content/plugins/zotpress/
%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3Afalse%2C%22meta%22%3A%7B%22request_last%22%3A0%2C%22request_next%22%3A0%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%22ZRIZV4T4%22%2C%22library%22%3A%7B%22id%22%3A16359756%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Laaraj%22%2C%22parsedDate%22%3A%222026-02-28%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%201.35%3B%20%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%20style%3D%26quot%3Bclear%3A%20left%3B%20%26quot%3B%26gt%3B%5Cn%20%20%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-left-margin%26quot%3B%20style%3D%26quot%3Bfloat%3A%20left%3B%20padding-right%3A%200.5em%3B%20text-align%3A%20right%3B%20width%3A%201em%3B%26quot%3B%26gt%3B%5B1%5D%26lt%3B%5C%2Fdiv%26gt%3B%26lt%3Bdiv%20class%3D%26quot%3Bcsl-right-inline%26quot%3B%20style%3D%26quot%3Bmargin%3A%200%20.4em%200%201.5em%3B%26quot%3B%26gt%3BY.%20Laaraj%2C%20%26%23x201C%3BGenerative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%26%23×2019%3B%20experiences%20and%20perspectives%2C%26%23x201D%3B%20%26lt%3Bi%26gt%3BThe%20International%20Journal%20of%20Technology%2C%20Innovation%2C%20and%20Education%26lt%3B%5C%2Fi%26gt%3B%2C%20vol.%204%2C%20no.%201%2C%20pp.%20303%26%23×2013%3B318%2C%20Feb.%202026%2C%20doi%3A%2010.5281%5C%2Fzenodo.18840873.%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%20%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%5Cu2019%20experiences%20and%20perspectives%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Youssef%22%2C%22lastName%22%3A%22Laaraj%22%7D%5D%2C%22abstractNote%22%3A%22This%20study%20explores%20the%20integration%20of%20generative%20Artificial%20Intelligence%20%28Gen%20AI%29%20tools%20in%20Moroccan%20academic%20settings.%20It%20investigates%20Sidi%20Mohamed%20Ben%20Abdellah%20University%20%28USMBA%29%20students%5Cu2019%20experiences%20and%20perspectives%20on%20AI%20utilization%20to%20complete%20language-related%20tasks%20in%20response%20to%20challenges%20related%20to%20language%20proficiency.%20The%20study%20examines%20the%20motives%20and%20factors%20pushing%20students%20toward%20AI%20usage%2C%20highlighting%20opportunities%20and%20challenges%20in%20using%20generative%20AI%20for%20task%20completion.%20It%20further%20studies%20issues%20of%20ethics%20and%20responsibility%2C%20including%20adherence%20to%20academic%20integrity%20and%20transparency%20in%20AI-assisted%20work.%20Findings%20reveal%20an%20immense%20reliance%20on%20AI%20among%20students%2C%20primarily%20to%20overcome%20linguistic%20limitations%20and%20enhance%20productivity%20with%20a%20reduced%20effort.%20While%20many%20students%20demonstrate%20awareness%20of%20ethical%20boundaries%2C%20inconsistencies%20in%20responsible%20use%20point%20to%20the%20need%20for%20clear%20forceful%20institutional%20guidelines.%20The%20study%20contributes%20to%20ongoing%20discourse%20on%20AI%20usage%20in%20Moroccan%20higher%20education%20by%20providing%20context-specific%20insights%20into%20user%20behavior%2C%20ethical%20considerations%2C%20and%20implications%20for%20policy%20and%20pedagogy.%22%2C%22date%22%3A%222026-02-28%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.5281%5C%2Fzenodo.18840873%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222820-7521%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-03-02T23%3A03%3A27Z%22%7D%7D%5D%7D
[1]
Y. Laaraj, “Generative AI in Moroccan academia: A study of USMBA students’ experiences and perspectives,” The International Journal of Technology, Innovation, and Education, vol. 4, no. 1, pp. 303–318, Feb. 2026, doi: 10.5281/zenodo.18840873.

16359756 {16359756:ZRIZV4T4} 1 harvard1 50 default 2456 https://ijtie.com/wp-content/plugins/zotpress/
%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3Afalse%2C%22meta%22%3A%7B%22request_last%22%3A0%2C%22request_next%22%3A0%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%22ZRIZV4T4%22%2C%22library%22%3A%7B%22id%22%3A16359756%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Laaraj%22%2C%22parsedDate%22%3A%222026-02-28%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%201.35%3B%20%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BLaaraj%2C%20Y.%20%282026%29%20%26%23x201C%3BGenerative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%26%23×2019%3B%20experiences%20and%20perspectives%2C%26%23x201D%3B%20%26lt%3Bi%26gt%3BThe%20International%20Journal%20of%20Technology%2C%20Innovation%2C%20and%20Education%26lt%3B%5C%2Fi%26gt%3B%2C%204%281%29%2C%20pp.%20303%26%23×2013%3B318.%20Available%20at%3A%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26lt%3B%5C%2Fa%26gt%3B.%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%5Cu2019%20experiences%20and%20perspectives%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Youssef%22%2C%22lastName%22%3A%22Laaraj%22%7D%5D%2C%22abstractNote%22%3A%22This%20study%20explores%20the%20integration%20of%20generative%20Artificial%20Intelligence%20%28Gen%20AI%29%20tools%20in%20Moroccan%20academic%20settings.%20It%20investigates%20Sidi%20Mohamed%20Ben%20Abdellah%20University%20%28USMBA%29%20students%5Cu2019%20experiences%20and%20perspectives%20on%20AI%20utilization%20to%20complete%20language-related%20tasks%20in%20response%20to%20challenges%20related%20to%20language%20proficiency.%20The%20study%20examines%20the%20motives%20and%20factors%20pushing%20students%20toward%20AI%20usage%2C%20highlighting%20opportunities%20and%20challenges%20in%20using%20generative%20AI%20for%20task%20completion.%20It%20further%20studies%20issues%20of%20ethics%20and%20responsibility%2C%20including%20adherence%20to%20academic%20integrity%20and%20transparency%20in%20AI-assisted%20work.%20Findings%20reveal%20an%20immense%20reliance%20on%20AI%20among%20students%2C%20primarily%20to%20overcome%20linguistic%20limitations%20and%20enhance%20productivity%20with%20a%20reduced%20effort.%20While%20many%20students%20demonstrate%20awareness%20of%20ethical%20boundaries%2C%20inconsistencies%20in%20responsible%20use%20point%20to%20the%20need%20for%20clear%20forceful%20institutional%20guidelines.%20The%20study%20contributes%20to%20ongoing%20discourse%20on%20AI%20usage%20in%20Moroccan%20higher%20education%20by%20providing%20context-specific%20insights%20into%20user%20behavior%2C%20ethical%20considerations%2C%20and%20implications%20for%20policy%20and%20pedagogy.%22%2C%22date%22%3A%222026-02-28%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.5281%5C%2Fzenodo.18840873%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222820-7521%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-03-02T23%3A03%3A27Z%22%7D%7D%5D%7D
Laaraj, Y. (2026) “Generative AI in Moroccan academia: A study of USMBA students’ experiences and perspectives,” The International Journal of Technology, Innovation, and Education, 4(1), pp. 303–318. Available at: https://doi.org/10.5281/zenodo.18840873.

16359756 {16359756:ZRIZV4T4} 1 vancouver-author-date 50 default 2456 https://ijtie.com/wp-content/plugins/zotpress/
%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3Afalse%2C%22meta%22%3A%7B%22request_last%22%3A0%2C%22request_next%22%3A0%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%22ZRIZV4T4%22%2C%22library%22%3A%7B%22id%22%3A16359756%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Laaraj%22%2C%22parsedDate%22%3A%222026-02-28%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%201.35%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BLaaraj%20Y.%20Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%26%23×2019%3B%20experiences%20and%20perspectives.%20The%20International%20Journal%20of%20Technology%2C%20Innovation%2C%20and%20Education%20%5BInternet%5D.%202026%20Feb%2028%3B4%281%29%3A303%26%23×2013%3B18.%20Available%20from%3A%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%26lt%3B%5C%2Fa%26gt%3B%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%5Cu2019%20experiences%20and%20perspectives%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Youssef%22%2C%22lastName%22%3A%22Laaraj%22%7D%5D%2C%22abstractNote%22%3A%22This%20study%20explores%20the%20integration%20of%20generative%20Artificial%20Intelligence%20%28Gen%20AI%29%20tools%20in%20Moroccan%20academic%20settings.%20It%20investigates%20Sidi%20Mohamed%20Ben%20Abdellah%20University%20%28USMBA%29%20students%5Cu2019%20experiences%20and%20perspectives%20on%20AI%20utilization%20to%20complete%20language-related%20tasks%20in%20response%20to%20challenges%20related%20to%20language%20proficiency.%20The%20study%20examines%20the%20motives%20and%20factors%20pushing%20students%20toward%20AI%20usage%2C%20highlighting%20opportunities%20and%20challenges%20in%20using%20generative%20AI%20for%20task%20completion.%20It%20further%20studies%20issues%20of%20ethics%20and%20responsibility%2C%20including%20adherence%20to%20academic%20integrity%20and%20transparency%20in%20AI-assisted%20work.%20Findings%20reveal%20an%20immense%20reliance%20on%20AI%20among%20students%2C%20primarily%20to%20overcome%20linguistic%20limitations%20and%20enhance%20productivity%20with%20a%20reduced%20effort.%20While%20many%20students%20demonstrate%20awareness%20of%20ethical%20boundaries%2C%20inconsistencies%20in%20responsible%20use%20point%20to%20the%20need%20for%20clear%20forceful%20institutional%20guidelines.%20The%20study%20contributes%20to%20ongoing%20discourse%20on%20AI%20usage%20in%20Moroccan%20higher%20education%20by%20providing%20context-specific%20insights%20into%20user%20behavior%2C%20ethical%20considerations%2C%20and%20implications%20for%20policy%20and%20pedagogy.%22%2C%22date%22%3A%222026-02-28%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.5281%5C%2Fzenodo.18840873%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222820-7521%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-03-02T23%3A03%3A27Z%22%7D%7D%5D%7D
Laaraj Y. Generative AI in Moroccan academia: A study of USMBA students’ experiences and perspectives. The International Journal of Technology, Innovation, and Education [Internet]. 2026 Feb 28;4(1):303–18. Available from: https://ijtie.com/wp-content/uploads/2026/02/N40141.pdf

16359756 {16359756:ZRIZV4T4} 1 apa 50 default 2456 https://ijtie.com/wp-content/plugins/zotpress/
%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3Afalse%2C%22meta%22%3A%7B%22request_last%22%3A0%2C%22request_next%22%3A0%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%22ZRIZV4T4%22%2C%22library%22%3A%7B%22id%22%3A16359756%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Laaraj%22%2C%22parsedDate%22%3A%222026-02-28%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BLaaraj%2C%20Y.%20%282026%29.%20Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%26%23×2019%3B%20experiences%20and%20perspectives.%20%26lt%3Bi%26gt%3BThe%20International%20Journal%20of%20Technology%2C%20Innovation%2C%20and%20Education%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B4%26lt%3B%5C%2Fi%26gt%3B%281%29%2C%20303%26%23×2013%3B318.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.18840873%26lt%3B%5C%2Fa%26gt%3B%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Generative%20AI%20in%20Moroccan%20academia%3A%20A%20study%20of%20USMBA%20students%5Cu2019%20experiences%20and%20perspectives%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Youssef%22%2C%22lastName%22%3A%22Laaraj%22%7D%5D%2C%22abstractNote%22%3A%22This%20study%20explores%20the%20integration%20of%20generative%20Artificial%20Intelligence%20%28Gen%20AI%29%20tools%20in%20Moroccan%20academic%20settings.%20It%20investigates%20Sidi%20Mohamed%20Ben%20Abdellah%20University%20%28USMBA%29%20students%5Cu2019%20experiences%20and%20perspectives%20on%20AI%20utilization%20to%20complete%20language-related%20tasks%20in%20response%20to%20challenges%20related%20to%20language%20proficiency.%20The%20study%20examines%20the%20motives%20and%20factors%20pushing%20students%20toward%20AI%20usage%2C%20highlighting%20opportunities%20and%20challenges%20in%20using%20generative%20AI%20for%20task%20completion.%20It%20further%20studies%20issues%20of%20ethics%20and%20responsibility%2C%20including%20adherence%20to%20academic%20integrity%20and%20transparency%20in%20AI-assisted%20work.%20Findings%20reveal%20an%20immense%20reliance%20on%20AI%20among%20students%2C%20primarily%20to%20overcome%20linguistic%20limitations%20and%20enhance%20productivity%20with%20a%20reduced%20effort.%20While%20many%20students%20demonstrate%20awareness%20of%20ethical%20boundaries%2C%20inconsistencies%20in%20responsible%20use%20point%20to%20the%20need%20for%20clear%20forceful%20institutional%20guidelines.%20The%20study%20contributes%20to%20ongoing%20discourse%20on%20AI%20usage%20in%20Moroccan%20higher%20education%20by%20providing%20context-specific%20insights%20into%20user%20behavior%2C%20ethical%20considerations%2C%20and%20implications%20for%20policy%20and%20pedagogy.%22%2C%22date%22%3A%222026-02-28%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.5281%5C%2Fzenodo.18840873%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fijtie.com%5C%2Fwp-content%5C%2Fuploads%5C%2F2026%5C%2F02%5C%2FN40141.pdf%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222820-7521%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-03-02T23%3A03%3A27Z%22%7D%7D%5D%7D
Laaraj, Y. (2026). Generative AI in Moroccan academia: A study of USMBA students’ experiences and perspectives. The International Journal of Technology, Innovation, and Education, 4(1), 303–318. https://doi.org/10.5281/zenodo.18840873

References

Azhar, A., & Abdullah, A. (2024). Artificial Intelligence (AI) in language learning autonomy (LLA): A systematic literature review uncovering learning autonomy. International Journal for Multidisciplinary Research, 6(6), Article 31045. https://doi.org/10.36948/ijfmr.2024.v06i06.31045.

Ekizer, F. N. (2025). Exploring the impact of artificial intelligence on English language teaching: A meta-analysis. Acta Psychologica, 260, Article 105649. https://doi.org/10.1016/j.actpsy.2025.105649.

Hachimi, T., Benthami, A., Khalidi, A., & Eddouada, S. (2025). Navigating the impact of AI on human creativity in language learning and teaching within Moroccan schools. SHS Web of Conferences, 214, Article 01002. https://doi.org/10.1051/shsconf/202521401002.

Jara Chiriboga, S. P., Troncoso Burgos, A. L., Ruiz Avila, M. M., Cosquillo Chida, J. L., Aldas Macias, K. J., Castro Morante, Y. E., & Bernal Párraga, A. P. (2025).

Artificial intelligence and personalized learning in foreign languages: An analysis of Chatbots and Virtual Assistants in Education. Revista Vitalia. https://revistavitalia.org/index.php/vitalia/article/download/515/1062

Kiong, J. F. (2023). The impact of technology on education: A case study of schools. Journal of Education Review Provision, 2(2), 43–47. https://doi.org/10.55885/jerp.v2i2.153

Laaraj, Y. (2024). The impact of instruction technology on class and time management in Moroccan higher education: The case of Sidi Mohamed Ben Abdellah University. In J. A. Boivin, J. A. Al-Obaidi, & M. N. Rao (Eds.), Emerging technologies transforming higher education: Instructional design and student success (pp. 99–124). IGI Global. https://doi.org/10.4018/979-8-3693-3904-6.ch005

Macinska, S., & Vinkler, A. (2024). The role of AI in language learning: Research evidence and strategies for success. Cambridge University Press & Assessment. https://www.cambridge.org/sites/default/files/media/documents/The_Role_of_AI_in_Language_Learning_Research_Evidence_and_Strategies.pdf

About the authors
  1. Youssef Laaraj is a certified (CELTA) and experienced (16 years) English language teacher. He currently serves as a Researcher and Professor at the Faculty of Sciences and Techniques (FST), Sidi Mohamed Ben Abdellah University of Fez, Morocco. He earned his BA in ‘English Studies’ and MA in ‘Applied Language Studies and Research in Higher Education’ from Sidi Mohammed Ben Abdellah University, Fez. Holder of a PhD in English Language Education and Language Policy from Mohammed V University, Rabat. His major areas of interest include Language Policy, English Language Teaching, and Education Technology. He participated in numerous academic conferences and published many research and opinion articles in internationally renowned journals. He also serves as a translator, editor, and reviewer.
    youssef.laaraj2@usmba.ac.ma
    ↩︎
DOI

TIE Journal

The International Journal of Technology, Innovation, and Education