The guide argues opportunistic experiments have potentially low cost while not conducting them has potentially high cost¶
Claim · All claims
Evidence · 1 study · theoreticalr?·q1
Currency · newest study 2014 · 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.
q1 i? Conducting opportunistic experiments is potentially low cost, whereas failing to conduct them is potentially high cost. → Alexandra Resch 2014
Evidence¶
Alexandra Resch 2014¶
Alexandra Resch, Jillian Berk, Lauren Akers. (2014). Recognizing and Conducting Opportunistic Experiments in Education: A Guide for Policymakers and Researchers. Washington, DC: U.S. Department of Education, Institute of Education Sciences, National Center for Education Evaluation and Regional Assistance. https://ies.ed.gov/ncee/edprojects
q1 · i? · theoretical · r?
The guide's concluding argument, stated as an authors' interpretive claim rather than a measured result: it presents the "potentially low cost of conducting opportunistic experiments" against the potentially high cost of forgoing them. No cost figures or effect sizes are printed in the available text.
"It concludes with a discussion of the potentially low cost of conducting opportunistic experiments and the potentially high cost of not conducting them."
Discussion¶
Related Claims¶
- Meeting the WWC attrition standard is now an important consideration for researchers whose studies may be reviewed by federal evidence reviews — related
- Opportunistic RCTs can generate strong evidence for education decisions with minimal added cost and disruption — possibly the same claim (merge candidate)
- The authors argue AI web agents have the potential to accelerate advancements in online learning by giving fast, low-cost insights — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
opportunistic-experiments-low-cost-high-cost-of-inaction |
title |
The guide argues opportunistic experiments have potentially low cost while not conducting them has potentially high cost |
description |
The guide argues opportunistic experiments have potentially low cost while not conducting them has potentially high cost |
status |
review |
evidence_strength |
weak |
newest_evidence |
2014 |
generated |
by process:wiki-ingest on 2026-10-08 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — alexandra-resch-2014 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.