Claims

Greater time and effort invested in the task correlate with better integration and smaller calibration error

Claim · All claims
Evidence · 1 study · causal r2 · q2 · i3 large
Currency · newest study 2022 · checked against its sources 2026-10-20 (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 i3 Across the whole sample, integration of information correlated positively with processing time (r = .46) and response length (r = .63), and negatively with calibration error (r = − .81). → Lucia Mason 2022

Evidence

Lucia Mason 2022

Lucia Mason, Christian Tarchi, Angelica Ronconi, Lucia Manzione, Natalia Latini, Ivar Bråten. (2022). Do medium and Context Matter when learning from multiple complementary Digital texts and videos? Instructional Science (2022) 50:653–679. https://doi.org/10.1007/s11251-022-09591-8

q2 · i3 · causal · r2

Zero-order correlational analysis on the full sample (descriptive statistics in Table 1). The authors interpret that "participants who invested more time and effort in the task were also more likely to gain more integrated understanding and be better calibrated"; these are correlational, not causal, findings.

"integration of information was correlated positively with both processing time (r = .46, p < .01) and response length ( r = .63, p < .01), and negatively with calibration error (r = − .81, p < .01)."

Discussion

Page metadata
Field Value
type claim
id engagement-correlates-integration-calibration
title Greater time and effort invested in the task correlate with better integration and smaller calibration error
description Greater time and effort invested in the task correlate with better integration and smaller calibration error
status review
evidence_strength moderate
newest_evidence 2022
source_checked 2026-10-20
generated by process:wiki-ingest on 2026-10-18
trust unverified — no one has confirmed this page's content
sources 1 — lucia-mason-2022

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