Most pre-service elementary teachers believed clicker use assisted their learning and understanding of course material¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2013 · 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.
q2 i? 109 students (89.3%) believed clicker use had assisted them in learning and/or understanding course material. → Miller 2013
Evidence¶
Miller 2013¶
Miller, T. K. (2013). Pre-service Elementary Teachers' Perceptions of a Modified Peer Instruction Implementation of Clickers in their Mathematics Content Course. IUMPST: The Journal, Vol 3 (Technology). https://eric.ed.gov/?id=EJ1043050
q2 · i? · associational · r1
Questionnaire item asked of all four sections; responses were basic counts. "109 students (89.3%) believed that the use of clickers had assisted them in learning and/or understanding course material," with 3.3% disagreeing and 7.4% unsure.
"A slightly smaller but still significant 109 students (89.3%) believed that the use of clickers had assisted them in learning and/or understanding course material. Four students (3.3%) did not believe this to be true for them, and nine students (7.4%) remained unsure."
Studies bearing on this claim¶
How do learners receive vote-and-discuss routines? This table gathers the studies behind this claim and the 2 narrower claims that bear on it: 2 distinct studies (1 associational, 1 causal), q2–q3, 1 of 2 with an effect size coded. One row per study, codes as each entry records them; no effect is averaged and no verdict is drawn. Built by scripts/synthesize_claim.py from eval/synthesis/; a row that looks wrong is fixed on the claim it comes from.
| Study | Design | Effect as recorded | Bears on this claim through |
|---|---|---|---|
| Miller 2013 | q2 · associational · r1 | i? | this claim; Students perceived clickers' greatest course impact as lesson variation and fun, with lear (qualifies) |
| Deborah K. Anderson 2023 | q3 · causal · r2 | i2; i? | Students rate clicker questions and lecture as more helpful than the textbook (supports) |
Discussion¶
Related Claims¶
- Pre-service elementary teachers overwhelmingly liked a modified peer instruction clicker implementation in their mathematics content course — related
- No instructor bias was evident in students' liking of the clicker implementation or perceived learning benefit — related
- Students perceived clickers' greatest course impact as lesson variation and fun, with learning influence a distant second — related
- Students attributed improved understanding to the discussion process of the implementation model rather than the clicker technology itself — related
- Students rate clicker questions and lecture as more helpful than the textbook — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
clickers-perceived-learning-benefit |
title |
Most pre-service elementary teachers believed clicker use assisted their learning and understanding of course material |
description |
Most pre-service elementary teachers believed clicker use assisted their learning and understanding of course material |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2013 |
generated |
by process:wiki-ingest on 2026-10-02 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — miller-2013 |
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