Topic summary
13% 4 analyzed articles/videos 6,110 analyzed words
BS Summary: These Financial Aid results contain 39 faulty reasoning types, including Framing Effect , Loss Aversion , and Biased Writer Voice , with Negativity Bias as the most egregious example at 5.5% saturation with 1,415 hits . Analysis detected 12,123 faulty-reasoning hits from 25,799 analyzed words across 4 articles, generating a BS Score of 1.2% and a BS Rank of 3% (16,089 of 16,512 topics). This Financial Aid is better (less manipulative) than 97.40% of the peer group. Financial Aid
Topic details
Total words: 25,799
Article count: 4
Authors
Ranking context Position among analyzed topics
3% percentile 0 25 50 75 100 2.6% percentile 1.2% BS Score4 analyzed articles25.8K 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 5.4% 5.4% Appeal to Emotion Sitewide 15.9% Topic 2.0% 2.0% Negativity Bias Sitewide 19.2% Topic 5.5% 5.5% Appeal to Authority Sitewide 11.1% Topic 2.2% 2.2% Availability Heuristic Sitewide 9.1% Topic 1.2% 1.2% Hasty Generalization Sitewide 8.1% Topic 0.9% 0.9% Confirmation Bias Sitewide 7.5% Topic 0.6% 0.6% In-Group Bias Sitewide 6.9% Topic 0.3% 0.3% Halo Effect Sitewide 6.7% Topic 1.7% 1.7% Anecdotal Sitewide 5.2% 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 5.4%, sitewide 26.9% Negativity Bias: Topic 5.5%, sitewide 19.2% Appeal to Emotion: Topic 2.0%, sitewide 15.9% Appeal to Authority: Topic 2.2%, sitewide 11.1% Availability Heuristic: Topic 1.2%, sitewide 9.1% Hasty Generalization: Topic 0.9%, sitewide 8.1% Confirmation Bias: Topic 0.6%, sitewide 7.5% In-Group Bias: Topic 0.3%, sitewide 6.9% Halo Effect: Topic 1.7%, sitewide 6.7% Optimism Bias: Topic 2.8%, sitewide 6.0% Biased Writer Voice: Topic 3.6%, sitewide 5.3% Anecdotal: Topic 0.5%, sitewide 5.2% Overconfidence Bias: Topic 0.5%, sitewide 4.6% Anchoring Bias: Topic 0.7%, sitewide 4.0% Loss Aversion: Topic 3.9%, sitewide 2.5% Self-Serving Bias: Topic 0.3%, sitewide 3.7% Post Hoc (False Cause): Topic 0.6%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.2%, sitewide 3.1% Recency Bias: Topic 0.6%, sitewide 2.7% Indoctrination: Topic 2.5%, sitewide 0.0% Bandwagon: Topic 0.1%, sitewide 2.2% Status Quo Bias: Topic 0.8%, sitewide 2.2% Politically Left Leaning Bias: Topic 1.6%, sitewide 2.0% Representativeness Heuristic: Topic 0.4%, sitewide 1.9% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst