Topic summary
22% 3 analyzed articles/videos 3,606 analyzed words
BS Summary: These Student Loan Policy results contain 40 faulty reasoning types, including Biased Writer Voice , Negativity Bias , and Framing Effect , with Appeal to Emotion as the most egregious example at 5.8% saturation with 746 hits . Analysis detected 8,283 faulty-reasoning hits from 12,821 analyzed words across 3 articles, generating a BS Score of 1.6% and a BS Rank of 11% (14,752 of 16,559 topics). This Student Loan Policy is better (less manipulative) than 89.10% of the peer group. Student Loan Policy
Topic details
Total words: 12,821
Article count: 3
Authors
Ranking context Position among analyzed topics
11% percentile 0 25 50 75 100 10.9% percentile 1.6% BS Score3 analyzed articles12.8K 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 4.7% 4.7% Negativity Bias Sitewide 19.2% Topic 4.8% 4.8% Appeal to Emotion Sitewide 15.9% Topic 5.8% 5.8% Appeal to Authority Sitewide 11.1% Topic 3.9% 3.9% Halo Effect Sitewide 6.7% Topic 0.4% 0.4% In-Group Bias Sitewide 6.9% Topic 0.8% 0.8% Confirmation Bias Sitewide 7.5% Topic 1.6% 1.6% Optimism Bias Sitewide 6.0% Topic 1.2% 1.2% Availability Heuristic Sitewide 9.1% Topic 4.4% 4.4% Hasty Generalization Sitewide 8.1% Topic 4.6% 4.6% 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 4.7%, sitewide 26.9% Negativity Bias: Topic 4.8%, sitewide 19.2% Appeal to Emotion: Topic 5.8%, sitewide 15.9% Appeal to Authority: Topic 3.9%, sitewide 11.1% Availability Heuristic: Topic 4.4%, sitewide 9.1% Hasty Generalization: Topic 4.6%, sitewide 8.1% Confirmation Bias: Topic 1.6%, sitewide 7.5% In-Group Bias: Topic 0.8%, sitewide 6.9% Halo Effect: Topic 0.4%, sitewide 6.7% Optimism Bias: Topic 1.2%, sitewide 6.0% Biased Writer Voice: Topic 5.3%, sitewide 5.3% Anecdotal: Topic 3.6%, sitewide 5.2% Anchoring Bias: Topic 0.6%, sitewide 4.0% Self-Serving Bias: Topic 0.7%, sitewide 3.7% Post Hoc (False Cause): Topic 1.7%, sitewide 3.3% Slippery Slope: Topic 3.3%, sitewide 1.7% Out-Group Homogeneity Bias: Topic 0.3%, sitewide 3.1% Pessimism Bias: Topic 3.1%, sitewide 1.9% Fundamental Attribution Error: Topic 0.5%, sitewide 2.7% Recency Bias: Topic 0.3%, sitewide 2.7% Loss Aversion: Topic 2.2%, sitewide 2.5% Bandwagon: Topic 0.9%, sitewide 2.2% Status Quo Bias: Topic 0.3%, sitewide 2.2% Politically Left Leaning Bias: Topic 2.2%, sitewide 2.0% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst