BOOK-CHAPTER

Navigating Educational Leadership Research With Generative Artificial Intelligence

Jason LaFrance

Year: 2024 Advances in educational marketing, administration, and leadership book series Pages: 139-168   Publisher: IGI Global

Abstract

This chapter explores the role of Generative Artificial Intelligence (GAI) in supporting research design and methodology in educational leadership. Since the introduction of ChatGPT in 2022, the use of GAI in education has expanded rapidly, being leveraged for tasks in K-20 institutions (Chen et al., 2020; Crompton & Burke, 2023). GAI has the potential to streamline research processes and enhances the depth of analysis (Kooli, 2023; Paek & Kim, 2021). As an educational leadership professor, I focus on how GAI improves research in this field, though many points apply to other settings. While GAI technologies offer powerful capabilities to boost efficiency, they also raise ethical considerations, particularly around bias, data privacy, and transparency (Lund et al., 2023). This chapter addresses the opportunities and challenges of GAI integration, emphasizing the need for responsible, fair, and inclusive practices. The Human in the Loop (HITL) approach and the Action, Specificity, Knowledge (ASK) framework are strategies presented here to ensure ethical AI use.

Keywords:
Generative grammar Psychology Artificial intelligence Computer science

Metrics

2
Cited By
3.32
FWCI (Field Weighted Citation Impact)
28
Refs
0.92
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Engineering Education and Technology
Physical Sciences →  Computer Science →  Information Systems
Online Learning and Analytics
Physical Sciences →  Computer Science →  Computer Science Applications
Cognitive Science and Mapping
Physical Sciences →  Computer Science →  Artificial Intelligence

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