Topic summary
28% 4 analyzed articles/videos 2,714 analyzed words
BS Summary: These Arts Education results contain 42 faulty reasoning types, including Optimism Bias , Framing Effect , and Hasty Generalization , with Negativity Bias as the most egregious example at 4.6% saturation with 962 hits . Analysis detected 9,277 faulty-reasoning hits from 20,895 analyzed words across 4 articles, generating a BS Score of 1.1% and a BS Rank of 6% (23,004 of 24,373 topics). This Arts Education is better (less manipulative) than 94.40% of the peer group. Arts Education
Topic details
Total words: 20,895
Article count: 4
Authors
Ranking context Position among analyzed topics
6% percentile 0 25 50 75 100 5.6% percentile 1.1% BS Score4 analyzed articles20.9K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Topic SitewideShared scale 0–50%
0.0% 10% 20% 30% 40% 50% Framing Effect Sitewide 26.9% Topic 2.5% 2.5% Negativity Bias Sitewide 19.2% Topic 4.6% 4.6% Appeal to Emotion Sitewide 15.9% Topic 1.7% 1.7% Appeal to Authority Sitewide 11.1% Topic 2.1% 2.1% Availability Heuristic Sitewide 9.1% Topic 1.9% 1.9% In-Group Bias Sitewide 6.9% Topic 0.4% 0.4% Confirmation Bias Sitewide 7.5% Topic 1.3% 1.3% Hasty Generalization Sitewide 8.1% Topic 2.5% 2.5% Halo Effect Sitewide 6.7% Topic 2.3% 2.3% Overconfidence Bias Sitewide 4.6% Topic 0.5% 0.5% Sitewide departure map Above the diagonal means this profile uses the pattern more often
0.0% 0.0% 10% 10% 20% 20% 30% 30% 40% 40% 50% 50% Framing Effect: Topic 2.5%, sitewide 26.9% Negativity Bias: Topic 4.6%, sitewide 19.2% Appeal to Emotion: Topic 1.7%, sitewide 15.9% Appeal to Authority: Topic 2.1%, sitewide 11.1% Availability Heuristic: Topic 1.9%, sitewide 9.1% Hasty Generalization: Topic 2.5%, sitewide 8.1% Confirmation Bias: Topic 1.3%, sitewide 7.5% In-Group Bias: Topic 0.4%, sitewide 6.9% Halo Effect: Topic 2.3%, sitewide 6.7% Optimism Bias: Topic 3.6%, sitewide 6.0% Biased Writer Voice: Topic 1.7%, sitewide 5.3% Anecdotal: Topic 1.3%, sitewide 5.2% Overconfidence Bias: Topic 0.5%, sitewide 4.6% Anchoring Bias: Topic 1.0%, sitewide 4.0% Self-Serving Bias: Topic 1.1%, sitewide 3.7% Post Hoc (False Cause): Topic 0.8%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.2%, sitewide 3.1% Fundamental Attribution Error: Topic 0.8%, sitewide 2.7% Recency Bias: Topic 0.1%, sitewide 2.7% Loss Aversion: Topic 1.5%, sitewide 2.5% Status Quo Bias: Topic 1.4%, sitewide 2.2% Ad Hominem: Topic 0.8%, sitewide 2.2% Representativeness Heuristic: Topic 1.0%, sitewide 1.9% Pessimism Bias: Topic 0.9%, sitewide 1.9% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst