Topic summary
⁠10%3 analyzed articles/videos2,297 analyzed words
BS Summary: These Student Loan Repayment results contain 38 faulty reasoning types, including Appeal to Authority, Negativity Bias, and Loss Aversion, with Indoctrination as the most egregious example at 6.8% saturation with 585 hits. Analysis detected 4,993 faulty-reasoning hits from 8,560 analyzed words across 3 articles, generating a BS Score of 1.5% and a BS Rank of ⁠9% (14,417 of 15,787 topics). This Student Loan Repayment is better (less manipulative) than 91.30% of the peer group.
Student Loan Repayment
Topic details
Total words: 8,560
Article count: 3
Authors

Ranking context

Position among analyzed topics

9% percentile
02550751008.7% percentile
1.5% BS Score3 analyzed articles8.6K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 4.3%4.3%Negativity BiasSitewide 19.2%Topic 4.9%4.9%Appeal to EmotionSitewide 15.9%Topic 1.7%1.7%IndoctrinationSitewide 0.0%Topic 6.8%6.8%In-Group BiasSitewide 6.9%Topic 0.2%0.2%Confirmation BiasSitewide 7.5%Topic 1.0%1.0%Halo EffectSitewide 6.7%Topic 0.4%0.4%Availability HeuristicSitewide 9.1%Topic 2.8%2.8%Appeal to AuthoritySitewide 11.1%Topic 5.0%5.0%Hasty GeneralizationSitewide 8.1%Topic 2.1%2.1%

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 4.3%, sitewide 26.9%Negativity Bias: Topic 4.9%, sitewide 19.2%Appeal to Emotion: Topic 1.7%, sitewide 15.9%Appeal to Authority: Topic 5.0%, sitewide 11.1%Availability Heuristic: Topic 2.8%, sitewide 9.1%Hasty Generalization: Topic 2.1%, sitewide 8.1%Confirmation Bias: Topic 1.0%, sitewide 7.5%In-Group Bias: Topic 0.2%, sitewide 6.9%Indoctrination: Topic 6.8%, sitewide 0.0%Halo Effect: Topic 0.4%, sitewide 6.7%Optimism Bias: Topic 0.9%, sitewide 6.0%Biased Writer Voice: Topic 3.1%, sitewide 5.3%Anecdotal: Topic 0.4%, sitewide 5.2%Loss Aversion: Topic 4.7%, sitewide 2.5%Overconfidence Bias: Topic 0.4%, sitewide 4.6%Anchoring Bias: Topic 2.3%, sitewide 4.0%Self-Serving Bias: Topic 0.2%, sitewide 3.7%Quote-first Misdirection: Topic 3.4%, sitewide 0.0%Post Hoc (False Cause): Topic 1.0%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.5%, sitewide 3.1%Slippery Slope: Topic 2.6%, sitewide 1.7%Bandwagon: Topic 0.8%, sitewide 2.2%Status Quo Bias: Topic 0.5%, sitewide 2.2%Ad Hominem: Topic 0.2%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos