BS Summary: This article contains 6 faulty reasoning types, including Negativity Bias, Appeal to Emotion, and Framing Effect, with Attempt to Sell a Product or Service as the most egregious example at 21.2% saturation with 242 hits. Analysis detected 620 faulty-reasoning hits from 1,140 analyzed words, generating a BS Score of 21.3% and a BS Rank of 12% (27,055 of 30,584 articles). This article is better (less manipulative) than 88.50% of the article peer group.

The United States Department of Education will no longer collect data measuring harassment, bullying, or assaults of transgender or nonbinary students. 
<a href="https://www.k12dive.com/news/education-department-stops-collecting-some-lgbtq-student-data/826762/">The Office of Management and Budget approved the rule change in July</a>. 
The move comes as the executive branch agency has taken over many aspects of the Education Department, with the Trump administration seeking to consolidate and <a href="https://truthout.org/articles/changes-at-education-department-will-leave-many-vulnerable-students-at-risk/">eventually cut the department entirely</a>. 
In addition to eliminating data collection on bullying and harassment of trans and nonbinary kids, the Office of Civil Rights (OCR) Data Collection unit will no longer track whether schools have policies protecting those students. 
The rule change also eliminates trans or nonbinary persons from a list of protected people in its definition of rape. 
Whereas the previous policy stated that all students, &ldquo;regardless of sex, or sexual orientation, or gender identity,&rdquo; could be victims, the new policy reads, &ldquo;All students, regardless of sex, or sexual orientation, can be victims of rape&rdquo; &mdash; omitting gender identity as a protected status. 
<div class="truth-390dd795cd3451451201e9e16d3c1427 truth-post-content-high" id="truth-390dd795cd3451451201e9e16d3c1427"></div> 
The changes are being made, in part, <a href="https://www.lgbtqnation.com/2026/08/department-of-education-will-no-longer-track-the-of-trans-non-binary-kids/">to comply with President Donald Trump&rsquo;s executive order from 2020</a>, which removed federal consideration of trans and nonbinary protections and designated that only two sexes would be recognized (male and female) by the administration. 
Seth Galanter, a senior fellow for the Edley Center on Law &amp; Democracy and a former deputy assistant secretary at the Department under the Obama and Biden administrations, <a href="https://www.k12dive.com/news/education-department-stops-collecting-some-lgbtq-student-data/826762/">criticized the changes</a>. 
<aside class="wp-block-truthout-related-article-block related clearfix my-6 pt-4 px-4 pb-3 bg-white" aria-label="Related reading"> 
<div class="container row mx-auto px-0 px-md-6"> 
<h3 class="in-rel__ti col-12 col-lg-7 gx-0 mx-auto pb-3 px-md-6 font-sans--con">Related Story</h3> 
<article class="in-rel row gx-0 col-12 col-lg-7 align-items-center align-items-md-start my-0 mx-auto px-md-6" itemscope itemtype="https://schema.org/ReportageNewsArticle"> 
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<a class="ar-list__th__lnk d-block" href="https://truthout.org/articles/in-scathing-ruling-judge-blocks-doj-from-obtaining-medical-data-for-trans-youth/" title="In Scathing Ruling, Judge Blocks DOJ from Obtaining Medical Data for Trans Youth"> 
<img decoding="async" width="400" height="300" src="https://truthout.org/app/uploads/2026/05/GettyImages-2225265502-400x300.jpg" class="img-fluid cover wp-post-image" alt="The Department of Justice building on July 20, 2025, in Washington, D.C." loading="lazy" srcset="https://truthout.org/app/uploads/2026/05/GettyImages-2225265502-400x300.jpg 400w, https://truthout.org/app/uploads/2026/05/GettyImages-2225265502-200x150.jpg 200w, https://truthout.org/app/uploads/2026/05/GettyImages-2225265502-800x600.jpg 800w, https://truthout.org/app/uploads/2026/05/GettyImages-2225265502-1200x900.jpg 1200w, https://truthout.org/app/uploads/2026/05/GettyImages-2225265502-2400x1800.jpg 2400w" sizes="auto, (max-width: 400px) 100vw, 400px" /> 
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<a href="https://truthout.org/category/news/" rel='category' class="news text-decoration-none black-65">News</a> 
</div> 
<span class="separator px-1">|</span> 
<div class="ar__section d-inline"><a href="https://truthout.org/section/lgbtq-rights/" rel="section" class="ar__section__link lgbtq-rights text-decoration-none black-70">LGBTQ Rights</a></div> 
</div> 
<h2 class="in-rel__con__ti" itemprop="headline"> 
<a href="https://truthout.org/articles/in-scathing-ruling-judge-blocks-doj-from-obtaining-medical-data-for-trans-youth/">In Scathing Ruling, Judge Blocks DOJ from Obtaining Medical Data for Trans Youth</a> 
</h2> 
<div class="in-rel__sum ar-list__sum d-none d-md-block mb-1 fs-12" itemprop="description"> 
The ruling called a DOJ official’s sworn statements “at best, deceptive, if not intentionally and knowingly false.” 
</div> 
<div class="ar-list__meta d-none d-md-block mb-auto"> 
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<dt class="byline__label d-inline me-0">By</dt> 
<dd class="byline__author author vcard d-inline me-0" itemprop="author" itemscope itemtype="https://schema.org/Person"> 
<span class="byline__author__name" itemprop="name"> 
<a class="byline__author__link url fn text-decoration-none black-70" href="https://truthout.org/authors/erin-reed/" itemprop="url" rel="author">Erin Reed</a> 
</span> 
<span class="separator">, </span> 
</dd> 
<dd class="byline__source source org d-inline" itemprop="sourceOrganization" itemscope itemtype="https://schema.org/Organization"><span class="byline__source__name text-uppercase" itemprop="name"> <a class="byline__source__link text-decoration-none d-inline black-70" href="https://www.erininthemorning.com/p/federal-court-finds-trump-admin-doj" itemprop="url"><span class="byline__source__upper">E</span>rin<span class="byline__source__upper">I</span>n<span class="byline__source__upper">T</span>he<span class="byline__source__upper">M</span>orning</a></span></dd> 
</dl> 
<time class="published updated meta-data visually-hidden" 
datetime="2026-05-15T17:01:49+00:00" 
itemprop="datePublished dateCreated" 
content="2026-05-15T17:01:49+00:00"> 
May 15, 2026 
</time> 
<div class="d-none" itemprop="publisher" itemscope itemtype="http://schema.org/Organization"> 
<a href="https://truthout.org" itemprop="url"> 
<span itemprop="name"> 
Truthout 
</span> 
</a> 
</div> 
</div> 
</header> 
</article> 
</div> 
</aside> 
<p>The collection of such data was a &ldquo;toehold into getting a sense of what this population looked like for the first time, and the hope obviously would have been that we would be able to spot trends as more school districts started reporting this data,&rdquo; he said.</p> 
<p>The problem of bullying and harassment of transgender and nonbinary students was well known by the department, Galanter noted. <a href="https://www.k12dive.com/news/education-department-stops-collecting-some-lgbtq-student-data/826762/">As Galanter explained in comments reacting to the new policy</a>:</p> 
<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow"> 
<p>One of the spurs for OCR collecting the data in the first place was school districts contacting OCR and saying, &amp;lsquo;You ask us to say how many students are male, how many students are female, but we&amp;rsquo;ve got this nonbinary population and we don&amp;rsquo;t know what box to put them in.&amp;rsquo; And so this was an attempt to address the evolution of data at the local level and make it visible at the federal level.</p> 
</blockquote> 
<p>In response to comments panning the decision, the administration said it was not worth pursuing data on bullying and harassment of these students due to cost issues.</p> 
<p>&ldquo;OCR determined that its costs outweighed its benefits,&rdquo; <a href="https://www.k12dive.com/news/education-department-stops-collecting-some-lgbtq-student-data/826762/">the Education Department said in a statement</a>. </p> 
<p><a href="https://www.thetrevorproject.org/survey-2025/">According to a Trevor Project survey from last year</a>, nearly 6 in 10 LGBTQ students (59 percent) experienced bullying over the last school year. 
Those who were bullied &ldquo;reported significantly higher rates of attempting suicide in the past year than their peers,&rdquo; the report noted.</p> 
<p>Thirty-six percent of LGBTQ young people &ldquo;seriously considered attempting suicide,&rdquo; the report demonstrated. 
Of trans and nonbinary young people, 4 in 10 (40 percent) attempted suicide.</p> 
<p>While the Trevor Project survey provides insight into bullying and harassment of LGBTQ kids, the OCR report would have provided more concrete numbers on the issues trans and nonbinary students face.</p> 
<p></p> 
<div class="truth-post-content-after truth-entity-placement" id="truth-2039185105"><div id="truth-339522" class="callout inline-callout p-4 mb-5 callout-- callout--white callout inline-callout p-4 mb-5 callout-- callout--white" data-callout-id="339522" data-callout-theme="white" data-callout-placement="Post Content - After" data-callout-title="2026-08 Mini Campaign (FRU) Important Message: Please Read"> 
<div class="p-2 text-start"> 
<h5 class="pb-2" style="text-transform: uppercase; font-family: var(--bs-font-sans-serif); text-align: center;">Important Message: Please Read</h5> 
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Of those, 8,000 readers support us with monthly donations.</strong> Back in 2018, when Facebook decided to suppress the circulation of posts made by organizations, thereby cutting readers off from seeing many articles shared by the news organizations they had intentionally decided to follow, Truthout’s total traffic declined by 40 percent, as nearly all of our traffic from that platform disappeared.</span></p> 
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Article reasoning-pattern comparisonThis article: 0.0%Chris Walker: 5.0%Truthout: 5.2%Confirmation Bias0.0%This article: 0.0%Chris Walker: 0.7%Truthout: 0.6%Anchoring Bias0.0%This article: 2.2%Chris Walker: 2.4%Truthout: 3.1%Availability Heuristic2.2%This article: 0.0%Chris Walker: 1.1%Truthout: 0.8%Representativeness Heuristic0.0%This article: 0.0%Chris Walker: 0.6%Truthout: 0.4%Hindsight Bias0.0%This article: 0.0%Chris Walker: 1.6%Truthout: 1.1%Overconfidence Bias0.0%This article: 5.1%Chris Walker: 6.3%Truthout: 9.4%Framing Effect5.1%This article: 0.0%Chris Walker: 0.6%Truthout: 0.5%Loss Aversion0.0%This article: 0.0%Chris Walker: 0.3%Truthout: 0.3%Status Quo Bias0.0%This article: 0.0%Chris Walker: 0.3%Truthout: 0.2%Sunk Cost Effect0.0%This article: 0.0%Chris Walker: 0.8%Truthout: 0.9%Optimism Bias0.0%This article: 0.0%Chris Walker: 1.7%Truthout: 2.0%Pessimism Bias0.0%This article: 14.5%Chris Walker: 9.3%Truthout: 10.6%Negativity Bias14.5%This article: 0.0%Chris Walker: 1.2%Truthout: 0.8%Self-Serving Bias0.0%This article: 0.0%Chris Walker: 1.1%Truthout: 1.2%Fundamental Attribution Error0.0%This article: 0.0%Chris Walker: 0.1%Truthout: 0.2%Actor-Observer Bias0.0%This article: 0.0%Chris Walker: 1.8%Truthout: 1.6%In-Group Bias0.0%This article: 0.0%Chris Walker: 0.5%Truthout: 0.6%Out-Group Homogeneity Bias0.0%This article: 0.0%Chris Walker: 0.4%Truthout: 1.0%Halo Effect0.0%This article: 0.0%Chris Walker: 0.2%Truthout: 0.2%Horn Effect0.0%This article: 0.0%Chris Walker: 0.1%Truthout: 0.0%Dunning-Kruger Effect0.0%This article: 0.0%Chris Walker: 1.2%Truthout: 1.1%Recency Bias0.0%This article: 0.0%Chris Walker: 0.1%Truthout: 0.3%Primacy Effect0.0%This article: 0.0%Chris Walker: 0.1%Truthout: 0.0%Blind-Spot Bias0.0%This article: 0.0%Chris Walker: 1.3%Truthout: 1.3%Ad Hominem0.0%This article: 0.0%Chris Walker: 0.6%Truthout: 0.4%Straw Man0.0%This article: 0.0%Chris Walker: 2.5%Truthout: 3.1%Appeal to Authority0.0%This article: 0.0%Chris Walker: 1.5%Truthout: 1.7%False Dilemma0.0%This article: 0.0%Chris Walker: 1.0%Truthout: 1.4%Slippery Slope0.0%This article: 0.0%Chris Walker: 0.4%Truthout: 0.2%Circular Reasoning0.0%This article: 0.0%Chris Walker: 5.2%Truthout: 6.6%Hasty Generalization0.0%This article: 0.0%Chris Walker: 0.2%Truthout: 0.3%Red Herring0.0%This article: 0.0%Chris Walker: 0.7%Truthout: 0.5%Bandwagon0.0%This article: 8.7%Chris Walker: 6.2%Truthout: 7.8%Appeal to Emotion8.7%This article: 0.0%Chris Walker: 1.4%Truthout: 1.4%Begging the Question0.0%This article: 0.0%Chris Walker: 2.1%Truthout: 2.6%Post Hoc (False Cause)0.0%This article: 0.0%Chris Walker: 0.1%Truthout: 0.2%Tu Quoque0.0%This article: 0.0%Chris Walker: 0.6%Truthout: 0.8%Burden of Proof0.0%This article: 0.0%Chris Walker: 0.1%Truthout: 0.1%Appeal to Nature0.0%This article: 0.0%Chris Walker: 0.2%Truthout: 0.4%Composition/Division0.0%This article: 0.0%Chris Walker: 1.2%Truthout: 2.5%Anecdotal0.0%This article: 0.0%Chris Walker: 0.0%Truthout: 0.1%No True Scotsman0.0%This article: 0.0%Chris Walker: 1.7%Truthout: 1.3%Ambiguity (Equivocation)0.0%This article: 0.0%Chris Walker: 0.0%Truthout: 0.0%Gambler’s Fallacy0.0%This article: 0.0%Chris Walker: 0.0%Truthout: 0.1%Middle Ground0.0%This article: 0.0%Chris Walker: 0.1%Truthout: 0.1%Personal Incredulity0.0%This article: 0.0%Chris Walker: 0.2%Truthout: 0.1%Special Pleading0.0%This article: 0.0%Chris Walker: 0.1%Truthout: 0.3%Genetic Fallacy0.0%This article: 0.0%Chris Walker: 1.9%Truthout: 1.3%Unattributed Quote0.0%This article: 0.0%Chris Walker: 1.5%Truthout: 1.3%Quote-first Misdirection0.0%This article: 2.7%Chris Walker: 5.6%Truthout: 8.1%Biased Writer Voice2.7%This article: 0.0%Chris Walker: 2.5%Truthout: 2.4%Indoctrination0.0%This article: 0.0%Chris Walker: 5.4%Truthout: 6.5%Politically Left Leaning Bias0.0%This article: 0.0%Chris Walker: 0.3%Truthout: 0.3%Politically Right Leaning Bias0.0%This article: 21.2%Chris Walker: 3.6%Truthout: 1.1%Attempt to Sell a Product or S…21.2%

1140 words analyzed.

Speakers

3speakers34%attributed speech755writer words
Selected voice

Truthout

100%flagged-word coverage
242 attributed words63% of attributed speech21% writer coverage
0%50.0%100.0%Attempt to Sell a Product +100.0 ptsWriter: 0.0%Truthout: 100.0%100.0%Biased Writer Voice-4.1 ptsWriter: 4.1%Truthout: 0.0%0.0%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

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Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.