Empirical ILE papers show a strong increase in breadth of content and time of use¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2016 · 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? Across the analysed years, empirical papers shifted from single-topic, single-session systems to environments covering many topics over a month or more. → Ido Roll & Ruth Wylie 2016
Evidence¶
Ido Roll & Ruth Wylie 2016¶
Ido Roll & Ruth Wylie. (2016). Evolution and Revolution in Artificial Intelligence in Education. International Journal of Artificial Intelligence in Education, 26, 582-599. https://doi.org/10.1007/s40593-016-0110-3
q2 · i? · review · r2
Breadth coding of only the empirical papers (Table 4), using the rubric of 1 topic/less than 1 h, few topics/less than 5 h, or many topics/over a month: in 2014, 5 of 10 empirical papers (50%) covered many topics over a month or more.
"As shown in Table 4, there is a very strong increase in the breadth of content that is covered and in the time spent using the environments. We see this as a positive trend."
Discussion¶
Related Claims¶
- The field moved toward step-based problem solving and increased support for collaboration, while focusing on domain-level knowledge — related
- A persistent agentic research environment sustained near-daily use over 115 days, with 75,671 de-duplicated telemetry records across 96 active days (active-day fraction 0.835) — related
- The environment produced 482 memory-recorded output-proxy events (5.02 per active day) across 10 artifact-surface categories spanning research, teaching, software, content, and operations — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
aied-breadth-increase-topics-time |
title |
Empirical ILE papers show a strong increase in breadth of content and time of use |
description |
Empirical ILE papers show a strong increase in breadth of content and time of use |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2016 |
generated |
by process:wiki-ingest on 2026-10-16 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — ido-roll-ruth-wylie-2016 |
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