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Digitally-delivered learning skill training programs continue to show promise as efficient, scalable methods for developing undergraduates ability to learn and perform in undergraduate STEM contexts. Along with the metacognitive knowledge of learning strategies that training targets, students’ achievement motivations for academic tasks theorized to inform the way individuals self-regulate during learning tasks. We assessed students’ achievement goals, expectancies and task value perceptions, apply latent profile analyses and randomly assign students to learning skill training or control activities focused on course content within each emergent profile. Learners benefit from completing each activity type. Effects on achievement were statistically significant for skill training completers were significant for Mastery-focused learners but not Maladaptively-, Typically-, or Postively-motivated learners, nor Goal-oriented, cost-conscious learners.