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A richer construct needs to be created to measure dimensions of students' sense of threat.
Factor analysis uncovered six latent dimensions of students' attitudes that may motivate or dissuade them from seeking help.
Studies by Brunner et al. ([2009]) and Chen et al. ([2013]) show that it is possible to distinguish both general and domain-specific dimensions of students' academic self-concept.
The category reflects various dimensions of students' responses, and describes opportunities as well as obstacles for learning.
BioTAP's rubric addresses 13 distinct dimensions of students' writing, including writing skills, scientific reasoning, and accuracy and appropriateness of research.
It was demonstrated that these relabeled subscales could be subsumed under three second-order factors interpreted as the reproducing, internalizing and organizing dimensions of students' learning.
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The results of the data analysis suggest that there are six dimensions of student experiences of project management.
Drawing upon literature, this study seeks to understand what the key dimensions of student experiences of project management learning are and what saliences students attach to such dimensions.
For example, developers of the Undergraduate Research Student Self-Assessment instrument used extensive interview data to identify key dimensions of student outcomes from research apprenticeship experiences, and then think-aloud interviews to test and refine the wording of survey items (Hunter et al., 2009).
Student burnout was measured using a version of the 15-item Maslach Burnout Inventory (MBI) tailored to measure three dimensions of student burnout, namely: emotional exhaustion (5 items), cynicism (4 items), and study efficacy (6 items) [ 30].
Although the correlation between these variables is high (r = 0.84), we chose both to account for the possibility that they capture different dimensions of student academic background a decision that is borne out in the results in the next section.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com