Training shows small trends toward better conflict detection on bat-and-ball and base-rate tasks but the opposite trend on the conjunction fallacy task¶
Claim · All claims
Evidence · 1 study · causalr2·q2
Currency · newest study 2024 · 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? The conflict detection index rose from pre- to post-intervention on bat-and-ball and base-rate tasks in the training group, but not in control, and showed the opposite trend for conjunction fallacy problems. → Nina Franiatte 2024
Evidence¶
Nina Franiatte 2024¶
Nina Franiatte, Esther Boissin, Alexandra Delmas, Wim De Neys. (2024). Boosting Debiasing: Impact of Repeated Training on Reasoning. Learning and Instruction. https://doi.org/10.1016/j.learninstruc.2023.101845
q2 · i? · causal · r2
Exploratory confidence-based conflict detection analysis (De Neys et al., 2011 index) on initial responses, reported as trends: base-rate index rose +4.6 points (Session 1) and +7.4 points (Session 2), whereas the conjunction fallacy task showed a trend toward the opposite effect (-4.7 points in Session 1, -0.4 in Session 2).
"we found a small trend towards a better conflict detection after training on bat-and-ball (from pre- to post-intervention, the index rose by 10.5 points in Session 1 and 1.2 points in Session 2)"
Discussion¶
Related Claims¶
- After training, analysts' free-text detection reasoning shifted away from physics-violation and anatomical cues toward functional and stylistic artifacts and became more specific — related
- In a randomized trial of SRL interventions in an online mathematics preparation course, group and time interacted significantly on SRL knowledge, self-efficacy and the SRL overall score, with Group TDP (training + diary + peer feedback) showing the most prominent gains — related
- A single debiasing training session significantly increases both intuitive and deliberate accuracy on classic reasoning tasks compared to control — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
conflict-detection-trends-task-specific |
title |
Training shows small trends toward better conflict detection on bat-and-ball and base-rate tasks but the opposite trend on the conjunction fallacy task |
description |
Training shows small trends toward better conflict detection on bat-and-ball and base-rate tasks but the opposite trend on the conjunction fallacy task |
status |
review |
evidence_strength |
weak |
newest_evidence |
2024 |
generated |
by process:wiki-ingest on 2026-10-23 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — nina-franiatte-2024 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.