Advancing NATO’s quality assurance education by implementing the ‘learn-watch-ask’ training model

Authors

  • Radu Emilian BĂLĂNESCU Direcția de Dezvoltare a Forțelor Întrunite, Comandamentul Aliat pentru Transformare, Norfolk, Statele Unite ale Americii

DOI:

https://doi.org/10.53477/2284-9378-23-52

Keywords:

digital transformation in education, adaptive learning technologies, multimodal learning, artificial intelligence, e-learning models, conversational AI chatbot in education and training.

Abstract

The paper introduces a detailed analysis and a method of implementing the “Learn-Watch-Ask” (LWA) training model, as a potential solution, to enhance quality assurance training within NATO. By addressing the fast-evolving demands of specialized domains, the LWA model integrates digital tools with traditional teaching methods to create a learning experience that is responsive to the student`s needs. The model is comprised of three interdependent components: the Learn module, represented by a structured online course; the Watch module, supported by a specialized YouTube channel for enhanced visual understanding; and the Ask module, created with an AI-driven chatbot for interactive learning. This innovative approach supports diverse learning styles, offering 24/7 accessibility and effectiveness. The paper further digs deeper into the identified shortcomings of traditional training models, emphasizing the need for practical, visual, and interactive elements in modern education. It explores the integration of the IBM WatsonX Assistant as a conversational AI chatbot in the LWA model, highlighting its advantages in providing consistent, accurate, and user-friendly interactions over Generative Pre-trained Transformer (GPT) AI models. Additionally, a 7-step process for adapting the LWA model to various domains is outlined, as well as the description of a comprehensive continuous improvement loop for the IBM WatsonX Assistant, ensuring its relevance and efficiency in the rapidly evolving educational landscape. The LWA model, with its unique approach to modern educational techniques, not only enhances the learning experience for NATO’s Quality Assurance Course (S7-137) but also has the potential to be adapted across various specialized domains, promising a more effective and efficient workforce.

References

Bouchey, Bettyjo, Jill Castek and John Thygeson. 2021. “Multimodal Learning.” Innovative Learning Environments in STEM Higher Education (Research Gate) 35-54. doi:10.1007/978-3-030-58948-6_3.

Ferrara, Emilio. 2023. Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models. https://doi.org/10.48550/arXiv.2304.03738.

Kooli, Chokri. 2023. “Chatbots in Education and Research: A Critical Examination of Ethical Implications and Solutions.” MDPI 15 (7): 5614. doi:https://doi.org/10.3390/su15075614.

NATO. 2015. “Bi-SC Education and Individual Training Directive (E&ITD) 075-007.” Annex B, B-2.

Palmon, Itai, Craig S. Brown, Alexandra Highet, Alexandra A. Kulick, Meredith E. Barrett, Devon E. Cassidy, Alexandra E. Herman, et al. 2021. “Microlearning and Social Media: A Novel Approach to Video-Based Learning and Surgical Education.” Journal of Graduate Medical Education (PMC PubMed Central) 13 (3): 323-326. doi:10.4300/JGME-D-20-01562.1.

Raiyn, Jamal. 2016. “The Role of Visual Learning in Improving Students’ High-Order Thinking Skills.” Journal of Education and Practice (IISTE) 7 (24): 115-121. https://files.eric.ed.gov/fulltext/EJ1112894.pdf.

van Geel, Marieke, Trynke Keuning, Kyra Meutstege, Jitske de Vries, Adrie Visscher, Christel Wolterinck, Kim Schildkamp and Cindy Poortman. 2023. “Adapting Teaching to Students’ Needs: What Does It Require from Teachers?” Effective Teaching Around the World (SpringerLink) 723-736. https://doi.org/10.1007/978-3-031-31678-4_33.

Zhai, Xuesong, Xiaoyan Chu, Ching Sing Chai, Morris Siu Yung Jong, Andreja Istenic, Michael Spector, Jia-Bao Liu, Jing Yuan and Yan Li. 2021. “A Review of Artificial Intelligence (AI) in Education from 2010 to 2020.” Complexity (Hindawi) 2021: 1-18. https://doi.org/10.1155/2021/8812542

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Published

2024-01-18

How to Cite

BĂLĂNESCU, R. E. . (2024). Advancing NATO’s quality assurance education by implementing the ‘learn-watch-ask’ training model. BULLETIN OF "CAROL I" NATIONAL DEFENCE UNIVERSITY, 12(4), 124–143. https://doi.org/10.53477/2284-9378-23-52

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Section

Articles