Topic summary
⁠16%1 analyzed article/video408 analyzed words
BS Summary: These School Staffing Shortages results contain 17 faulty reasoning types, including Appeal to Emotion, Biased Writer Voice, and Confirmation Bias, with Optimism Bias as the most egregious example at 14.1% saturation with 173 hits. Analysis detected 523 faulty-reasoning hits from 1,224 analyzed words across 1 article, generating a BS Score of 2.5% and a BS Rank of ⁠40% (9,639 of 15,847 topics). This School Staffing Shortages is better (less manipulative) than 60.80% of the peer group.
School Staffing Shortages
Topic details
Total words: 1,224
Article count: 1
Authors

Ranking context

Position among analyzed topics

39% percentile
025507510039.2% percentile
2.5% BS Score1 analyzed articles1.2K 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 1.1%1.1%Negativity BiasSitewide 19.2%Topic 1.6%1.6%Appeal to EmotionSitewide 15.9%Topic 5.2%5.2%Optimism BiasSitewide 6.0%Topic 14.1%14.1%Availability HeuristicSitewide 9.1%Topic 1.1%1.1%Halo EffectSitewide 6.7%Topic 0.6%0.6%Hasty GeneralizationSitewide 8.1%Topic 2.2%2.2%Confirmation BiasSitewide 7.5%Topic 2.4%2.4%AnecdotalSitewide 5.2%Topic 1.6%1.6%Overconfidence BiasSitewide 4.6%Topic 1.1%1.1%

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 1.1%, sitewide 26.9%Negativity Bias: Topic 1.6%, sitewide 19.2%Appeal to Emotion: Topic 5.2%, sitewide 15.9%Optimism Bias: Topic 14.1%, sitewide 6.0%Availability Heuristic: Topic 1.1%, sitewide 9.1%Hasty Generalization: Topic 2.2%, sitewide 8.1%Confirmation Bias: Topic 2.4%, sitewide 7.5%Halo Effect: Topic 0.6%, sitewide 6.7%Biased Writer Voice: Topic 2.5%, sitewide 5.3%Anecdotal: Topic 1.6%, sitewide 5.2%Overconfidence Bias: Topic 1.1%, sitewide 4.6%Post Hoc (False Cause): Topic 2.3%, sitewide 3.3%Recency Bias: Topic 1.1%, sitewide 2.7%Special Pleading: Topic 2.3%, sitewide 0.3%Status Quo Bias: Topic 1.3%, sitewide 2.2%Unattributed Quote: Topic 1.6%, sitewide 1.1%Ambiguity (Equivocation): Topic 0.6%, sitewide 0.8%Framing EffectSitewide rateTopic rate

Analyzed articles and videos