Small-group learning methods appear more effective for first-year freshmen than for higher-level college students in engineering and technology courses¶
Claim · All claims
Evidence · 1 study · quant-synthesisr1·q3·i3large
Currency · newest study 2018 · 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 i3 Effect sizes in first-year freshmen classrooms (d = 0.84) were much larger than in sophomore, junior, and senior classrooms (d = 0.38). → Kalaian 2018
Evidence¶
Kalaian 2018¶
Kalaian, S. A., Kasim, R. M., & Nims, J. K. (2018). Effectiveness of Small-Group Learning Pedagogies in Engineering and Technology Education: A Meta-Analysis. Journal of Technology Education, 29(2). https://scholar.lib.vt.edu/ejournals/JTE/
q3 · i3 · quant-synthesis · r1
Subgroup analysis of classroom level (Table 1) across the 26 effect sizes: 4 effect sizes from first-year classes (d = 0.84, p = 0.00) versus 22 from higher classes (d = 0.38, p = 0.00). The article concludes the methods were "much more effective in the freshmen level".
"the effect sizes for first-year freshmen classrooms were much larger (d = 0.84) than the effect sizes of the higher level college classrooms (sophomores, juniors, and seniors; d = 0.38)"
Discussion¶
Related Claims¶
- Cooperative and collaborative learning show larger achievement effects than problem-based and peer-led team learning in engineering and technology classrooms — related
- Small-group learning methods produce a moderate positive overall effect on college students' achievement in undergraduate engineering and technology classrooms compared with lecture-based and individualized instruction — a broader claim this one bears on
Page metadata
| Field | Value |
|---|---|
status |
review |
generated |
by process:wiki-ingest on 2026-10-31 |
trust |
unverified — no one has confirmed this page's content |
Frontmatter is the page's machine-readable record — see the Schema & Guide.