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Session Type: Symposium
Observational methods are valuable for understanding student motivation in context as they permit researchers direct insight into classroom situations giving rise to motivational beliefs. This enhances ecological validity, permits triangulation against other data sources, and reduces reliance on self-report measures. However, the question of how to plan for and analyze observational data lacks a clear-cut answer. Accordingly, this symposium spotlights high-quality observation research by motivation scholars with candid descriptions of approaches and challenges involved in working with this unique data type. Together, the presenters and discussant will enumerate a series of best practices for conducting classroom observation research that will be useful for scholars looking to incorporate or refine observational methods in their work.
Iterating Towards Success: Detailing the Developmental Process of an Observational Manual for Teachers’ Motivational Supports - Jessica Hunter, McGill University; Cole D. Johnson, McGill University; Marianne Dubé, McGill University; Sydney Perkins, McGill University; Natasha De Cotiis, McGill University; Lucas Frankel, McGill University; Romane Monnet, McGill University; Johana Sava, McGill University; Shubhangi Bhardwaj, McGill University; Sanheeta Shankar, McGill University; Tal Sterling-Eilok, McGill University; Jing Lin, McGill University; Kristy A. Robinson, McGill University
Uncovering Cultural Blind Spots: Divergences in Human vs. AI Interpretations of Culturally Responsive Mathematics Pedagogy - Jingyun Wu, Indiana University; Jamaal Matthews, University of Michigan
Applications of Critical Classroom Video Analysis and Natural Language Processing to Observe Student Engagement in Classroom Discourse - Christine Lee Bae, Virginia Commonwealth University; Kamil Hankour, Virginia Commonwealth University; Kimberly Williamson, Lehigh University; Morgan Les DeBusk-Lane, Gallup; Rachel Niemira, Virginia Commonwealth University; Ryan LeVault, Virginia Commonwealth University; Singith Nuwanga Perera, Virginia Commonwealth University; Gabriella Osei-Poku, Virginia Commonwealth University
Using Observational Data to Analyze Motivationally Supportive Instruction and Culturally Responsive and Sustaining Pedagogies - Adriana I. Martinez Calvit, University of Missouri - St. Louis; Haeun Park, The Ohio State University; Tzu-Jung Lin, The Ohio State University; Eric M. Anderman, The Ohio State University