Monitoring drop-out rates at specific pages identified difficult text, and revising those pages lowered drop-out rates back to normal¶
Claim · All claims
Evidence · 1 study · designr2·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? Higher drop-out rates at specific pages hinted at difficulties in the text, and revising the text at those pages led to lower (normal) drop-out rates. → Gerhard Weber & Peter Brusilovsky 2016
Evidence¶
Gerhard Weber & Peter Brusilovsky 2016¶
Gerhard Weber & Peter Brusilovsky. (2016). ELM-ART – An Interactive and Intelligent Web-Based Electronic Textbook. Int J Artif Intell Educ 26. https://doi.org/10.1007/s40593-015-0066-8
q2 · i? · design · r2
Longitudinal log monitoring of ELM-ART usage rather than a controlled study; the authors state they continued to monitor user data and were interested in drop-outs. Page-level drop-out spikes were used to revise text, after which drop-out rates at those pages returned to normal. No effect size is printed.
"However, we discovered that some higher drop out rates at specific pages offer a hint to difficulties in the text. This information was used to revise the text at some pages, which, in turn, led to lower (normal) drop-out rates at these pages."
Discussion¶
Related Claims¶
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Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
dropout-monitoring-guided-text-revision |
title |
Monitoring drop-out rates at specific pages identified difficult text, and revising those pages lowered drop-out rates back to normal |
description |
Monitoring drop-out rates at specific pages identified difficult text, and revising those pages lowered drop-out rates back to normal |
status |
review |
evidence_strength |
weak |
newest_evidence |
2016 |
generated |
by process:wiki-ingest on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — gerhard-weber-peter-brusilovsky-2016 |
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