Abstract
The effectiveness of annotation as a learning tool remains a contested issue among scholars across various disciplines. This thesis investigates the problem of annotation's unpredictability in aiding learning and proposes a conceptual framework to address this issue. The study reviews previous quantitative research, including studies by Winchell et al. (2018), Zywica and Gomez (2008), and Miller et al. (2018), which offer different perspectives regarding annotation's impact on memory retention, comprehension, and social interactions. Data collection involved analyzing these studies to identify gaps in their methodologies, particularly their focus on bounded framing—where learning is constrained to specific tasks such as quizzes or classroom activities. The thesis introduces the concept of expansive framing, which encourages learners to apply knowledge in future contexts, and explores how annotation can serve as a boundary object to facilitate boundary crossing into new learning environments. The solution proposed involves reframing annotation as a tool for intertextual and intercontextual engagement, allowing learners to connect current understanding with previous experiences and future applicability. By practicing annotation with an expansively framed approach, students can become authors of their own knowledge, fostering deeper engagement and meaningful learning. This thesis highlights the significance of teaching annotation as a metacognitive strategy to enhance transfer learning and its utility in diverse academic and professional settings.