Claims

The text generation effect shrinks with longer texts and is small and nonsignificant for texts over 900 words

Claim · All claims
Evidence · 1 study · quant-synthesis r2 · q3 · i1 small
Currency · newest study 2023 · 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.

q3 i1 The text generation effect was medium-sized for short texts (0–300 words, g = 0.36), largest for 301–600 words (g = 0.63), smaller for 601–900 words (g = 0.43), and small and nonsignificant for texts over 900 words (g = 0.05). → Julia Schindler · Tobias Richter 2023

Evidence

Julia Schindler · Tobias Richter 2023

Julia Schindler · Tobias Richter. (2023). Text Generation Benefits Learning: a Meta-Analytic Review. Educational Psychology Review. https://doi.org/10.1007/s10648-023-09758-w

q3 · i1 · quant-synthesis · r2

Subset moderator analysis of text length as a four-category variable in the multi-level meta-analysis. Significant pairwise differences emerged between short vs. 301–600 words and between 900+ words and the shorter categories; the 900+ category had only k = 12 effect sizes.

"The effect was medium-sized for studies based on short texts (0–300 words, g = 0.36, p < 0.001), largest for studies with texts ranging from 301–600 words (g = 0.63, p < 0.001), somewhat smaller in studies with texts ranging from 601–900 words (g = 0.43, p < 0.001), and small and nonsignificant in texts of more than 900 words (g = 0.05, p = 0.738)."

Discussion

Page metadata
Field Value
type claim
id text-length-moderator-generation-effect
title The text generation effect shrinks with longer texts and is small and nonsignificant for texts over 900 words
description The text generation effect shrinks with longer texts and is small and nonsignificant for texts over 900 words
status review
evidence_strength moderate
newest_evidence 2023
generated by process:wiki-ingest on 2026-10-19
trust unverified — no one has confirmed this page's content
sources 1 — julia-schindler-tobias-richter-2023

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