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Science and Mathematics Education

Data analysis

Old Dominion University

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Full-Text Articles in Education

Motivation As A Complex System: Semester-Long Recursive Dynamics Of Expectancy-Value Constructs In Undergraduate Biology, Avi Kaplan, Xi Hang Cao, Ting Dai, Zoran Obradovic, Tony Perez, Jennifer G. Cromley, Kyle Mara, Michael J. Balsai Jan 2018

Motivation As A Complex System: Semester-Long Recursive Dynamics Of Expectancy-Value Constructs In Undergraduate Biology, Avi Kaplan, Xi Hang Cao, Ting Dai, Zoran Obradovic, Tony Perez, Jennifer G. Cromley, Kyle Mara, Michael J. Balsai

STEMPS Faculty Publications

The predominant aggregate-statistical analyses in motivational research manifest assumptions that stand in tension with understandings of motivational phenomena as dynamic, contextual, and variable among individuals. Using constructs from expectancy-value theory, we collected 13 weekly waves of data from 145 undergraduate students during one semester of an introductory biology course. We analyzed the data using dynamic autoregressive mixed-effects modeling, which captures the individual-level recursive processes among constructs, and then examined patterns across individuals’ motivational trajectories to discern general principles by which the expectancy-value system operates. The findings contribute to robust theoretical understandings of expectancy-value processes, and demonstrate the application of an …


How “Struggling” Readers Engage In Literacy Events In Middle School Science: An Analysis Of Interactions In Literacy Events, Kristin Cartwright Palmer Jan 2011

How “Struggling” Readers Engage In Literacy Events In Middle School Science: An Analysis Of Interactions In Literacy Events, Kristin Cartwright Palmer

Teaching & Learning Theses & Dissertations

This study examined opportunities for participation and learning for "struggling" readers in a sixth grade science classroom. Literacy practices, language differences, activity structures, and the social and cultural identities and associated practices and everyday funds of knowledge of both "struggling" and nonstruggling readers in one sixth grade science classroom were documented and analyzed using a qualitative research design. Over sixteen hours of audio and video recordings as well as numerous student work samples were transcribed and analyzed. Analyses of the classroom interactions and artifacts documented in this study revealed several important affordances available in the context of this classroom related …