Topic summary
⁠15%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 10.6% saturation with 173 hits. Analysis detected 523 faulty-reasoning hits from 1,632 analyzed words across 1 article, generating a BS Score of 1.9% and a BS Rank of ⁠35% (16,045 of 24,569 topics). This School Staffing Shortages is better (less manipulative) than 65.30% of the peer group.
School Staffing Shortages
Topic details
Total words: 1,632
Article count: 1
Authors

Ranking context

Position among analyzed topics

35% percentile
025507510034.7% percentile
1.9% BS Score1 analyzed articles1.6K 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 0.8%0.8%Negativity BiasSitewide 19.2%Topic 1.2%1.2%Appeal to EmotionSitewide 15.9%Topic 3.9%3.9%Availability HeuristicSitewide 9.1%Topic 0.9%0.9%Hasty GeneralizationSitewide 8.1%Topic 1.6%1.6%Halo EffectSitewide 6.7%Topic 0.4%0.4%Confirmation BiasSitewide 7.5%Topic 1.8%1.8%Optimism BiasSitewide 6.0%Topic 10.6%10.6%AnecdotalSitewide 5.2%Topic 1.2%1.2%Overconfidence BiasSitewide 4.6%Topic 0.9%0.9%

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 0.8%, sitewide 26.9%Negativity Bias: Topic 1.2%, sitewide 19.2%Appeal to Emotion: Topic 3.9%, sitewide 15.9%Optimism Bias: Topic 10.6%, sitewide 6.0%Availability Heuristic: Topic 0.9%, sitewide 9.1%Hasty Generalization: Topic 1.6%, sitewide 8.1%Confirmation Bias: Topic 1.8%, sitewide 7.5%Halo Effect: Topic 0.4%, sitewide 6.7%Biased Writer Voice: Topic 1.8%, sitewide 5.3%Anecdotal: Topic 1.2%, sitewide 5.2%Overconfidence Bias: Topic 0.9%, sitewide 4.6%Post Hoc (False Cause): Topic 1.7%, sitewide 3.3%Recency Bias: Topic 0.9%, sitewide 2.7%Status Quo Bias: Topic 1.0%, sitewide 2.2%Special Pleading: Topic 1.7%, sitewide 0.3%Unattributed Quote: Topic 1.2%, sitewide 1.1%Ambiguity (Equivocation): Topic 0.4%, sitewide 0.8%Framing EffectSitewide rateTopic rate

Analyzed articles and videos