Claims

Predominantly lecture-based courses are associated with less engagement, while class discussion and group work time are associated with more

Claim · All claims
Evidence · 1 study · associational r2 · q3
Currency · newest study 2012 · checked against its sources 2026-10-24 (automated, 1 of 1 entry) · 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 who described the course as predominantly lecture-based reported significantly less engagement (p < 0.001), whereas greater reported proportions of class time devoted to discussion (p < 0.05) and group work (p < 0.01) predicted more engagement. → 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

Faculty pedagogy block of the same HLM results (Table 3): the three pedagogy coefficients with significance levels as printed, no effect sizes reported. Focus groups corroborated that lecture felt disengaging and that discussion, group work, clickers, and web-based pedagogy were the most engaging innovations.

"Proportion of class time devoted to lecture -0.04 0.01 *** Proportion of class time devoted to class discussion 0.02 0.01 * Proportion of class time devoted to group work 0.04 0.01 **"

Discussion

Page metadata
Field Value
type claim
id lecture-decreases-discussion-groupwork-increase-engagement
title Predominantly lecture-based courses are associated with less engagement, while class discussion and group work time are associated with more
description Predominantly lecture-based courses are associated with less engagement, while class discussion and group work time are associated with more
status review
evidence_strength moderate
newest_evidence 2012
source_checked 2026-10-24
generated by process:wiki-ingest on 2026-10-16
trust unverified — no one has confirmed this page's content
sources 1 — gasiewski-2012

Frontmatter is the page's machine-readable record — see the Schema & Guide.