Claims

Pre-med aspiration, excitement about learning, and competitiveness each predict higher engagement; gender, race, and most pre-college measures do not

Claim · All claims
Evidence · 1 study · associational r2 · q3
Currency · newest study 2012 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q3 i? Students aspiring to a medical degree, those who felt excited about learning new concepts, and those rating themselves more competitive reported significantly higher engagement (all p < 0.05 or stronger). → Gasiewski 2012

Evidence

Gasiewski 2012

Gasiewski, J. A., Eagan, M. K., Garcia, G. A., Hurtado, S., & Chang, M. J. (2012). From Gatekeeping to Engagement: A Multicontextual, Mixed Method Study of Student Academic Engagement in Introductory STEM Courses. Research in Higher Education, 53, 229–261. https://doi.org/10.1007/s11162-011-9247-y

q3 · i? · associational · r2

HLM results (Table 3) show "Frequency: Felt excited about learning new concepts 0.08 0.01 ***"; the authors report excitement absorbed the predictive power of personal interest, supporting an intrinsic-motivation account. Degree aspiration: medical doctorate (0.05, SE 0.02) and competitiveness (0.04, SE 0.01) were also significant.

"Frequency: Felt excited about learning new concepts 0.08 0.01 *** Frequency: Felt collaboration among other students in this course 0.09 0.01 *"

Discussion

Page metadata
Field Value
type claim
id motivation-and-background-predictors-engagement
title Pre-med aspiration, excitement about learning, and competitiveness each predict higher engagement; gender, race, and most pre-college measures do not
description Pre-med aspiration, excitement about learning, and competitiveness each predict higher engagement; gender, race, and most pre-college measures do not
status review
evidence_strength moderate
newest_evidence 2012
generated by process:wiki-ingest on 2026-10-16
trust unverified — no one has confirmed this page's content
sources 1 — gasiewski-2012

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