STAT42%
HIV/AIDS advocates fear federal funding cuts will undermine prevention 94%
By Chelsea Cirruzzo80%
7/21/2026, 2:24:32 PM
Keywords: Cdc, Chronic Disease, Donald Trump, Hhs, Hiv Aids, Infectious Disease, Policy, Public Health, Sexual Health, Stat
BS Summary: This article contains 12 faulty reasoning types, including Pessimism Bias, Slippery Slope, and Indoctrination, with Loss Aversion as the most egregious example at 51.2% saturation with 42 hits. Analysis detected 269 faulty-reasoning hits from 82 analyzed words, generating a BS Score of 89.8% and a BS Rank of 94% (1,279 of 19,442 articles). This article is worse (more manipulative) than 93.40% of the article peer group.
WASHINGTON — Community-based groups that provide HIV testing and prevention tools are pushing federal health officials to renew a crucial funding program that recently lapsed.
If the funding isn’t renewed, expanded access to HIV preventive care would be in jeopardy, and some groups may be forced to close, Jeremiah Johnson, executive director of advocacy group PrEP4All told STAT.
“We’ve heard from some CBOs [community-based organizations] that they won’t survive the cuts,” he said.
Confirmation Bias
18.3%Confirmation Bias
OverallThis article
18.3%AuthorChelsea Cirruzzo
3.6%PublicationSTAT
3.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anchoring Bias
0%Anchoring Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0.3%PublicationSTAT
1.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Availability Heuristic
30.5%Availability Heuristic
OverallThis article
30.5%AuthorChelsea Cirruzzo
5.6%PublicationSTAT
3.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Representativeness Heuristic
0%Representativeness Heuristic
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hindsight Bias
0%Hindsight Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0.5%PublicationSTAT
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Overconfidence Bias
0%Overconfidence Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
1.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Framing Effect
30.5%Framing Effect
OverallThis article
30.5%AuthorChelsea Cirruzzo
24.5%PublicationSTAT
8.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Loss Aversion
51.2%Loss Aversion
OverallThis article
51.2%AuthorChelsea Cirruzzo
3.3%PublicationSTAT
0.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Status Quo Bias
0%Status Quo Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Sunk Cost Effect
0%Sunk Cost Effect
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Optimism Bias
0%Optimism Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
3.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Pessimism Bias
40.2%Pessimism Bias
OverallThis article
40.2%AuthorChelsea Cirruzzo
1.5%PublicationSTAT
1.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Negativity Bias
11%Negativity Bias
OverallThis article
11%AuthorChelsea Cirruzzo
9%PublicationSTAT
8.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Self-Serving Bias
0%Self-Serving Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Fundamental Attribution Error
0%Fundamental Attribution Error
OverallThis article
0%AuthorChelsea Cirruzzo
1.6%PublicationSTAT
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Actor-Observer Bias
0%Actor-Observer Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0.6%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
In-Group Bias
0%In-Group Bias
OverallThis article
0%AuthorChelsea Cirruzzo
1.3%PublicationSTAT
0.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Out-Group Homogeneity Bias
0%Out-Group Homogeneity Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Halo Effect
0%Halo Effect
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
1.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Horn Effect
0%Horn Effect
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Dunning-Kruger Effect
0%Dunning-Kruger Effect
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Recency Bias
0%Recency Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
1.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Primacy Effect
0%Primacy Effect
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Blind-Spot Bias
0%Blind-Spot Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ad Hominem
0%Ad Hominem
OverallThis article
0%AuthorChelsea Cirruzzo
3.1%PublicationSTAT
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Straw Man
0%Straw Man
OverallThis article
0%AuthorChelsea Cirruzzo
0.8%PublicationSTAT
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Authority
0%Appeal to Authority
OverallThis article
0%AuthorChelsea Cirruzzo
1%PublicationSTAT
4.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
False Dilemma
0%False Dilemma
OverallThis article
0%AuthorChelsea Cirruzzo
3.5%PublicationSTAT
1.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Slippery Slope
40.2%Slippery Slope
OverallThis article
40.2%AuthorChelsea Cirruzzo
1%PublicationSTAT
1.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Circular Reasoning
0%Circular Reasoning
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hasty Generalization
18.3%Hasty Generalization
OverallThis article
18.3%AuthorChelsea Cirruzzo
7%PublicationSTAT
4.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Red Herring
0%Red Herring
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Bandwagon
0%Bandwagon
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Emotion
0%Appeal to Emotion
OverallThis article
0%AuthorChelsea Cirruzzo
1.9%PublicationSTAT
3.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Begging the Question
0%Begging the Question
OverallThis article
0%AuthorChelsea Cirruzzo
1.4%PublicationSTAT
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Post Hoc (False Cause)
0%Post Hoc (False Cause)
OverallThis article
0%AuthorChelsea Cirruzzo
2.2%PublicationSTAT
2.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Tu Quoque
0%Tu Quoque
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Burden of Proof
0%Burden of Proof
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Nature
0%Appeal to Nature
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Composition/Division
0%Composition/Division
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anecdotal
18.3%Anecdotal
OverallThis article
18.3%AuthorChelsea Cirruzzo
0.9%PublicationSTAT
3.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
No True Scotsman
0%No True Scotsman
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ambiguity (Equivocation)
0%Ambiguity (Equivocation)
OverallThis article
0%AuthorChelsea Cirruzzo
1.7%PublicationSTAT
2.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Gambler’s Fallacy
0%Gambler’s Fallacy
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Middle Ground
0%Middle Ground
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Personal Incredulity
0%Personal Incredulity
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Special Pleading
0%Special Pleading
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Genetic Fallacy
0%Genetic Fallacy
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Unattributed Quote
18.3%Unattributed Quote
OverallThis article
18.3%AuthorChelsea Cirruzzo
2.1%PublicationSTAT
1.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Quote-first Misdirection
0%Quote-first Misdirection
OverallThis article
0%AuthorChelsea Cirruzzo
1.2%PublicationSTAT
1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Biased Writer Voice
11%Biased Writer Voice
OverallThis article
11%AuthorChelsea Cirruzzo
3.8%PublicationSTAT
6.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Indoctrination
40.2%Indoctrination
OverallThis article
40.2%AuthorChelsea Cirruzzo
2.6%PublicationSTAT
2.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Politically Left Leaning Bias
0%Politically Left Leaning Bias
OverallThis article
0%AuthorChelsea Cirruzzo
1.6%PublicationSTAT
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Politically Right Leaning Bias
0%Politically Right Leaning Bias
OverallThis article
0%AuthorChelsea Cirruzzo
0%PublicationSTAT
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Attempt to Sell a Product or Service
0%Attempt to Sell a Product or Service
OverallThis article
0%AuthorChelsea Cirruzzo
3.8%PublicationSTAT
3.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
82 words analyzed.
Analysis
Hover over highlighted words in the article to view the associated bias or fallacy analysis.