Revising texts to improve readability-formula scores often produces nonexistent or insignificant comprehension gains¶
Claim · All claims
Evidence · 1 study · reviewr3·q2
Currency · newest study 1991 · 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? When materials are revised to make them more readable by formula, gains in comprehension are often either nonexistent or insignificant. → Mary H. Sawyer 1991
Evidence¶
Mary H. Sawyer 1991¶
Mary H. Sawyer. (1991). A Review of Research in Revising Instructional Text. Journal of Reading Behavior. https://doi.org/10.1080/10862969109547744
q2 · i? · review · r3
The review reports, citing Duffy and Kabance (1982) among others, that a readable-writing approach to revision "failed to produce practical improvements in comprehension on several reading-to-do tasks" even after a reduction of six grade levels.
"when materials are revised to make them more "readable," gains in comprehension are often either nonexistent or insignificant"
Discussion¶
Related Claims¶
- In the random forest, word count was the most important readability feature while traditional readability formulas ranked near the bottom — related
- Iterative prompting to revise overly complex responses raised readability alignment, with most regenerated responses falling at or below target grade levels — related
- PPB maintained comparable readability on three of four measures while increasing Flesch-Kincaid toward grade level — related
- Rewriting MATHia word problems for struggling readers, by human experts or LLMs, sped completion by 30% and improved mastery rate — reports the opposite
- Product measures distinguish LLM-formulated text from classroom-formulated text regardless of how it was entered — related
- The three fine-tuned LLMs differ significantly in response length, readability, and similarity to posts — related
- Type-token ratio showed a non-monotonic relationship with predicted difficulty, with both very low and very high lexical diversity increasing predicted text difficulty — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
readability-revision-gains-nonexistent-insignificant |
title |
Revising texts to improve readability-formula scores often produces nonexistent or insignificant comprehension gains |
description |
Revising texts to improve readability-formula scores often produces nonexistent or insignificant comprehension gains |
status |
review |
evidence_strength |
moderate |
newest_evidence |
1991 |
generated |
by process:wiki-ingest on 2026-10-16 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — mary-h-sawyer-1991 |
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