Topic summary
40% 3 analyzed articles/videos 4,857 analyzed words
BS Summary: These Education Technology results contain 42 faulty reasoning types, including Optimism Bias , Appeal to Authority , and Anecdotal , with Hasty Generalization as the most egregious example at 15.6% saturation with 2,546 hits . Analysis detected 14,988 faulty-reasoning hits from 16,313 analyzed words across 3 articles, generating a BS Score of 2.2% and a BS Rank of 30% (11,264 of 16,071 topics). This Education Technology is better (less manipulative) than 70.10% of the peer group. Education Technology
Topic details
Total words: 16,313
Article count: 3
Authors
Ranking context Position among analyzed topics
30% percentile 0 25 50 75 100 29.9% percentile 2.2% BS Score3 analyzed articles16.3K 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 2.3% 2.3% Negativity Bias Sitewide 19.2% Topic 5.7% 5.7% Appeal to Emotion Sitewide 15.9% Topic 2.6% 2.6% Hasty Generalization Sitewide 8.1% Topic 15.6% 15.6% Halo Effect Sitewide 6.7% Topic 0.7% 0.7% In-Group Bias Sitewide 6.9% Topic 0.9% 0.9% Appeal to Authority Sitewide 11.1% Topic 5.9% 5.9% Availability Heuristic Sitewide 9.1% Topic 4.0% 4.0% Optimism Bias Sitewide 6.0% Topic 11.1% 11.1% Biased Writer Voice Sitewide 5.3% Topic 1.2% 1.2% 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 2.3%, sitewide 26.9% Negativity Bias: Topic 5.7%, sitewide 19.2% Appeal to Emotion: Topic 2.6%, sitewide 15.9% Hasty Generalization: Topic 15.6%, sitewide 8.1% Optimism Bias: Topic 11.1%, sitewide 6.0% Appeal to Authority: Topic 5.9%, sitewide 11.1% Availability Heuristic: Topic 4.0%, sitewide 9.1% Confirmation Bias: Topic 4.1%, sitewide 7.5% In-Group Bias: Topic 0.9%, sitewide 6.9% Halo Effect: Topic 0.7%, sitewide 6.7% Anecdotal: Topic 5.9%, sitewide 5.2% Biased Writer Voice: Topic 1.2%, sitewide 5.3% Overconfidence Bias: Topic 3.4%, sitewide 4.6% Anchoring Bias: Topic 0.1%, sitewide 4.0% False Dilemma: Topic 3.9%, sitewide 1.5% Self-Serving Bias: Topic 2.7%, sitewide 3.7% Post Hoc (False Cause): Topic 3.4%, sitewide 3.3% Pessimism Bias: Topic 2.8%, sitewide 1.9% Fundamental Attribution Error: Topic 0.1%, sitewide 2.7% Recency Bias: Topic 0.5%, sitewide 2.7% Loss Aversion: Topic 0.3%, sitewide 2.5% Slippery Slope: Topic 2.3%, sitewide 1.7% Bandwagon: Topic 0.9%, sitewide 2.2% Status Quo Bias: Topic 0.1%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst