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This review explores self-study methodologies in higher education over the past three decades (1994-2024). Self-study, a qualitative methodology that originated in teacher education, involves a reflexive examination and improvement of one’s beliefs, practices, and existence. The review systematically analyzes 78 peer-reviewed empirical articles to investigate four essential aspects of the self-study methodology. The results provide a comprehensive definition of self-study, encompassing its intellectual roots, objectives, methods, and features; a broad spectrum of interpretivism- and criticalism-oriented theoretical foundations; a practical “menu” of methods for data generation and analysis; and effective strategies for addressing quality and ethical issues. These methodological insights can inform higher education professionals who use self-study to improve their work and lives in an era of flux and transformation.