Engagement in deep learning activities, as measured by NSSE's DEEP Learning scale, shows no statistically significant relationship with objectively measured critical thinking at the end of the first year¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · newest study 2010 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person
Evidence quality · No study behind this claim is a peer-reviewed article with a DOI: it rests on an ERIC document (a report, conference paper or thesis). It is kept because 2 design pages cite it; treat it as a lead to check, not an established finding.
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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? The DEEP Learning scale did not significantly predict CAAP Critical Thinking scores after controls, including ACT Composite. → Reason 2010
Evidence¶
Reason 2010¶
Reason, R. D., Cox, B. E., McIntosh, K., & Terenzini, P. T. (2010). Deep learning as an individual, conditional, and contextual influence on first-year student outcomes. Paper presented at the Annual Forum of the Association for Institutional Research, Chicago, IL. https://eric.ed.gov/?id=ED520486
q2 · i? · associational · r2
HLM models predicting the CAAP Critical Thinking module (national mean 61.65, SD 5.39) for 5,905 first-year students; the individual DEEP coefficient was 0.002, non-significant, while ACT Composite was strongly correlated with CAAP-CT (r = .817; p < .01).
"However, the DEEP Learning scale did not have a statistically significant relationship to students’ scores on the CAAP Critical Thinking Module (Table 2)."
Discussion¶
Related Claims¶
- Deep learning engagement shows little compensatory benefit by prior achievement: the ACT-by-DEEP interaction is significant and negative only for practical competence gains — related
- Students derive no contextual benefit from attending an institution whose student body collectively engages more in deep learning activities — related
- Variance in first-year critical thinking is far more institutional (32.0%) than variance in self-reported gains (3.1-6.2%) — related
- First-year students' engagement in deep learning activities is positively related to their self-reported gains in general education, practical competence, and personal and social development — related
- External Mandate shows no significant direct relationship with Deep Revision Engagement — related
- A critical thinking instruction program (ARDESOS-DIAPROVE) improved students' metacognition, with significant pre-post gains in the metaknowledge total and most MAI dimensions — related
- Falsifiable hypothesis: unrestricted AI use on deep-processing tasks will produce a product–process dissociation—higher-rated assignments but lower unaided delayed transfer — related
- Text-based reflective use from Copilot Critical Engagement responses does not predict productive engagement, with limited coder reliability and a TA ceiling effect (exploratory null) — related
- The ARDESOS-DIAPROVE intervention significantly improved critical thinking skills, with higher PENCRISAL medians after intervention in the total score and all five factors — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
deep-learning-scale-no-caap-critical-thinking-relationship |
title |
Engagement in deep learning activities, as measured by NSSE's DEEP Learning scale, shows no statistically significant relationship with objectively measured critical thinking at the end of the first year |
description |
Engagement in deep learning activities, as measured by NSSE's DEEP Learning scale, shows no statistically significant relationship with objectively measured critical thinking at the end of the first year |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2010 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-07 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — reason-2010 |
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