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Full-Text Articles in Education
Influence Of Learner Motivational Dispositions On Mooc Completion, Robert L. Moore, Chuang Wang
Influence Of Learner Motivational Dispositions On Mooc Completion, Robert L. Moore, Chuang Wang
STEMPS Faculty Publications
This study examined the role motivational dispositions had on completing a massive open online course (MOOC) using identifiable data from 10,726 students who enrolled in an iteration of the HarvardX MOOC, Super Earths and Life. As part of the course registration process, learners had the option to complete a pre-course survey and self-report information including their level of education, gender and registration motivations. Using these pre-course survey responses, latent profiles linked to learners’ course performance were created. Results showed education background, gender, and motivation were all significantly related to students’ performance. Furthermore, students with intrinsic motivational dispositions performed better than …
The Role Of Stereotype Threat In Ethnically Minoritized Students' Science Motivation: A Four-Year Longitudinal Study Of Achievement And Persistence In Stem, Delaram A. Totonchi, Tony Perez, You-Kyung Lee, Kristy A. Robinson, Lisa Linnenbrink-Garcia
The Role Of Stereotype Threat In Ethnically Minoritized Students' Science Motivation: A Four-Year Longitudinal Study Of Achievement And Persistence In Stem, Delaram A. Totonchi, Tony Perez, You-Kyung Lee, Kristy A. Robinson, Lisa Linnenbrink-Garcia
STEMPS Faculty Publications
Grounded in expectancy-value and stereotype threat theories, this four-year longitudinal study examined associations between changes in stereotype threat and motivation (self-efficacy, task values, and perceived costs) among 425 undergraduates from racial/ethnic groups typically underrepresented in science, technology, engineering, and mathematics (STEM). Growth analyses indicated that students' stereotype threat and perceived cost of studying science increased during college, whereas science self-efficacy, intrinsic value, and attainment value declined. Parallel growth analyses suggested that higher initial stereotype threat related to a faster decline in attainment value and faster increase in perceived costs throughout college. Higher initial levels and a steeper increase in stereotype …
Combining Different Motivation And Cognitive Supports In Undergraduate Biology In Different Contexts: Lessons Learned, Avi Kaplan, Jennifer G. Cromley, Tony Perez, Ting Dai, Kyle R. Mara, Michael Balsai
Combining Different Motivation And Cognitive Supports In Undergraduate Biology In Different Contexts: Lessons Learned, Avi Kaplan, Jennifer G. Cromley, Tony Perez, Ting Dai, Kyle R. Mara, Michael Balsai
STEMPS Faculty Publications
Researchers acknowledge that students’ learning and achievement requires both effective cognition and the motivation to apply it. In addition, both cognition and motivation are multidimensional, each involving different processes that may be less or more salient in different contexts. However, most basic research and intervention studies focus on either cognition OR motivation, and commonly only target a single process. We designed an intervention to investigate the role of different combinations of cognitive and motivational supports in first-year undergraduate introductory biology courses. We sought an online delivery approach with minimal burden on the instructor that can accompany any such course. Building …
Combined Srl-Based Cognitive-Motivational Modules Increase Undergraduate Biology Grades, Jennifer G. Cromley, Tony Perez, Avi Kaplan, Ting Dai, Kyle Mara, Michael J. Balsai
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. …
Repairing The Leaky Pipeline: A Motivationally Supportive Intervention To Enhance Persistence In Undergraduate Science Pathways, Lisa Linnenbrink-Garcia, Tony Perez, Michael M. Barger, Stephanie V. Wormington, Elizabeth Godin, Kate E. Snyder, Kristy Robinson, Abdhi Sakar, Laura S. Richman, Rochelle Schwartz-Bloom
Repairing The Leaky Pipeline: A Motivationally Supportive Intervention To Enhance Persistence In Undergraduate Science Pathways, Lisa Linnenbrink-Garcia, Tony Perez, Michael M. Barger, Stephanie V. Wormington, Elizabeth Godin, Kate E. Snyder, Kristy Robinson, Abdhi Sakar, Laura S. Richman, Rochelle Schwartz-Bloom
STEMPS Faculty Publications
The current study reports on the efficacy of a multi-faceted motivationally designed undergraduate enrichment summer program for supporting science, technology, engineering and math (STEM) persistence. Structural equation modeling was used to compare summer program participants (n = 186), who participated in the program between their first and second years in college, to a propensity score matched comparison sample (n = 401). Participation in the summer program positively predicted science motivation (self-efficacy, task value), assessed eight months after the end of the program (second year in college). The summer enrichment program was also beneficial for science persistence variables, as …
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
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 …