Claims

Long-term learning gains may be optimized in collaborative situations that display discouraging short-term process costs

Claim · All claims
Evidence · 1 study · review r2 · q2
Currency · newest study 2011 · 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? Long-term learning gains may be optimized in situations that display discouraging short-term process costs, as in recent studies of productive failure. → Gerry Stahl & Friedrich W. Hesse & Nancy Law 2011

Evidence

Gerry Stahl & Friedrich W. Hesse & Nancy Law 2011

Gerry Stahl & Friedrich W. Hesse & Nancy Law. (2011). Tweets from #cscl2011. Computer-Supported Collaborative Learning. https://doi.org/10.1007/s11412-011-9128-6

q2 · i? · review · r2

The editorial discusses Wang, Rosé and Chang's study of brainstorming and group-process losses, distinguishing connection-based and multi-perspective learning. It presents the tradeoff as an appearance requiring careful analysis, not a tested conclusion of this editorial.

"As in recent studies of “productive failure” (Kapur and Kinzer 2009; Pathak et al. 2011), it appears that long-term learning gains may be optimized in situations that display discouraging short-term process costs."

Discussion

Page metadata
Field Value
type claim
id process-costs-tradeoff-long-term-gains
title Long-term learning gains may be optimized in collaborative situations that display discouraging short-term process costs
description Long-term learning gains may be optimized in collaborative situations that display discouraging short-term process costs
status review
evidence_strength weak
newest_evidence 2011
generated by process:wiki-ingest on 2026-10-18
trust unverified — no one has confirmed this page's content
sources 1 — gerry-stahl-friedrich-w-hesse-nancy-law-2011

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