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Full-Text Articles in Education

Science Identity Development Trajectories In A Gateway College Chemistry Course: Predictors And Relations To Achievement And Stem Pursuit, Kristy A. Robinson, Tony Perez, Justin H. Carmel, Lisa Linnenbrink-Garcia Jan 2019

Science Identity Development Trajectories In A Gateway College Chemistry Course: Predictors And Relations To Achievement And Stem Pursuit, Kristy A. Robinson, Tony Perez, Justin H. Carmel, Lisa Linnenbrink-Garcia

STEMPS Faculty Publications

This investigation of undergraduates’ heterogeneous science identity trajectories within a gateway chemistry course identified three latent classes (High and Stable, Moderate and Slightly Increasing, Moderate and Declining) using growth mixture modeling. Underrepresented minorities were more likely to exhibit Moderate-and-Slightly-Increasing science identities versus High-and-Stable patterns. Students with higher perceived competence were more likely classified into the High-and-Stable class compared to the other classes. Students classified into the High-and-Stable class scored significantly higher on the final exam and appeared to be more likely to remain in a STEM major across fall and spring semesters compared to the other two classes. Results suggest …


Setting The Pace: Examining Cognitive Processing In Mooc Discussion Forums With Automatic Text Analysis, Robert L. Moore, Kevin M. Oliver, Chuang Wang Jan 2019

Setting The Pace: Examining Cognitive Processing In Mooc Discussion Forums With Automatic Text Analysis, Robert L. Moore, Kevin M. Oliver, Chuang Wang

STEMPS Faculty Publications

Learning analytics focuses on extracting meaning from large amounts of data. One of the largest datasets in education comes from Massive Open Online Courses (MOOCs) that typically feature enrollments in the tens of thousands. Analyzing MOOC discussion forums presents logistical issues, resulting chiefly from the size of the dataset, which can create challenges for understanding and adequately describing student behaviors. Utilizing automatic text analysis, this study built a hierarchical linear model that examines the influence of the pacing condition of a massive open online course (MOOC), whether it is self-paced or instructor-paced, on the demonstration of cognitive processing in a …


Scaffolding Problem-Solving And Instructional Design Processes: Engaging Students In Reflection-In-Action And External Representations In Three Online Courses, Tian Luo, John Baaki, Marius Boboc (Ed.), Selma Koç (Ed.) Jan 2019

Scaffolding Problem-Solving And Instructional Design Processes: Engaging Students In Reflection-In-Action And External Representations In Three Online Courses, Tian Luo, John Baaki, Marius Boboc (Ed.), Selma Koç (Ed.)

STEMPS Faculty Publications

Instructional design is an applied field of study that involves considerations for complex problem solving and authentic learning. Instructional guidance and scaffolding is particularly critical in facilitating online instructional design students, thus helping them succeed. In this chapter, the authors share how they designed and facilitated three instructional activities in three courses to scaffold a student-centered learning environment online. Using a case study approach, the authors describe their design considerations and how the instructor made decisions to incorporate external representations as a unique instructional technique into the three courses. Through student self-reporting, the instructor's formative and summative evaluation, and the …


Combined Srl-Based Cognitive-Motivational Modules Increase Undergraduate Biology Grades, Jennifer G. Cromley, Tony Perez, Avi Kaplan, Ting Dai, Kyle Mara, Michael J. Balsai Jan 2019

Combined Srl-Based Cognitive-Motivational Modules Increase Undergraduate Biology Grades, Jennifer G. Cromley, Tony Perez, Avi Kaplan, Ting Dai, Kyle Mara, Michael J. Balsai

STEMPS Faculty Publications

Students’ success in undergraduate STEM courses requires effective study strategies, but also the motivation to enact them, drawing on two key tenets of Self-Regulated Learning. Interventions designed to promote students’ achievement and retention in STEM have commonly focused on either cognition or motivation. Building on Pintrich’s (2000) SRL framework, we iteratively-developed and tested the effect of different combinations of one of four cognition-focused with one of three motivation-focused intervention modules. Initial development took place in 2015-2016 and post-iterative experiments occurred in 2017. Participants were 3,092 undergraduate introductory biology students tested in 10 studies at 3 universities over 4 academic years. …