Claims

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 · design r2 · 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

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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