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How data helps — and hurts — LGBTQ communities

‘Even when we prove we exist, we don’t get the resources we need’

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‘To convince people with power, especially resource allocation power, you need to have data,’ says MIT professor Catherine D’Ignazio.

When Scotland voted to add questions about sexuality and transgender status to its census, and clarified the definition of “sex,” it was so controversial it led to a court case.

It got so heated that the director of Fair Play for Women, a gender-critical organization, argued: “Extreme gender ideology is deeply embedded within the Scottish Government, and promoted at the highest levels including the First Minister.”

Data, like the census, “is often presented as being objective, being quantitative, being something that’s above politics,” says Kevin Guyan, author of “Queer Data.”

Listening to the deliberations in parliament breaks that illusion entirely. “There’s a lot of political power at play here,” says Guyan, “It’s very much shaped by who’s in the room making these decisions.”

Great Britain has been a ‘hotspot’ for the gender-critical movement. “You just really revealed the politics of what was happening at the time, particularly in association with an expanded anti-trans movement,” explains Guyan.

Ultimately, the LGBTQ community was counted in Scotland, which was heralded as a historic win.

This makes sense, says Amelia Dogan, a research affiliate in the Data plus Feminism Lab at MIT. “People want to prove that we exist.” 

Plus, there are practical reasons. “To convince people with power, especially resource allocation power, you need to have data,” says Catherine D’Ignazio, MIT professor and co-author of the book “Data Feminism.” 

When data isn’t collected, problems can be ignored. In short, D’Ignazio says, “What’s counted counts.” But, being counted is neither neutral nor a silver bullet. “Even when we do prove we exist, we don’t get the resources that we need,” says Dogan.

“There are a lot of reasons for not wanting to be counted. Counting is not always a good thing” they say. D’Ignazio points to how data has repeatedly been weaponized. “The U.S. literally used census data to intern Japanese people in the 1940s.” 

Nell Gaither, president of the Trans Pride Initiative, faces that paradox each day as she gathers and shares data about incarcerated LGBTQ people in Texas. 

“Data can be harmful in some ways or used in a harmful way,” she says, “they can use [the data] against us too.” She points to those using numbers of incarcerated transgender people to stoke fears around the danger of trans women, even though it’s trans women who face disproportionate risk in prison.

This is one of the many wrinkles the LGBTQ community and other minority communities face when working with or being represented by data.

There is a belief by some data scientists that limited knowledge of the subject is OK. D’Ignazio describes this as the “hubris of data science” where researchers believe they can make conclusions solely off a data set, regardless of background knowledge or previous bodies of knowledge. 

“In order to be able to read the output of a data analysis process, you need background knowledge,” D’Ignazio emphasizes. 

Community members, on the other hand, are often primed to interpret data about their communities. “That proximity gives us a shared vocabulary,” explains Nikki Stevens, a postdoctoral researcher in D’Ignazio’s Data plus Feminism lab. 

It can also make more rich data. When Stevens was interviewing other members of the transgender community about Transgender Day of Remembrance, they realized we “think more complicated and more meaningful thoughts, because we’re in community around it.” 

Community members are also primed to know what to even begin to look for.

A community may know about a widely known problem or need in their community, but they are invisible to institutions. “It’s like unknown to them because they haven’t cared to look,” says D’Ignazio.

That is how Gaither got involved in tracking data about incarcerated LGBTQ people in Texas in the first place.

Gaither received her first letter from an incarcerated person in 2013. As president of the Trans Pride Initiative, Gaither had predominately focused on housing and healthcare for trans people. The pivot to supporting the LGBTQ incarcerated community came out of need—trans prisoners were not given access to constitutionally mandated healthcare

Gaither sought a legal organization to help, but no one stepped in—they didn’t have expertise. So, Gaither figured it out herself.

As TPI continued to support incarcerated, queer Texans, the letters kept rolling in. Gaither quickly realized her correspondences told a story: definable instances of assault, misconduct, or abuse. 

With permission from those she corresponded with and help from volunteers, Gaither started tracking it. “We’re hearing from people reporting violence to us,” says Gaither, “we ought to log these.” TPI also tracks demographic information alongside instances of abuse and violence, all of which are publicly accessible

“It started off as just a spreadsheet, and then it eventually grew over the years into a database,” says Gaither, who constructed the MySQL database for the project. 

Gaither’s work especially focuses on the Prison Rape Elimination Act (PREA), which ostensibly includes specific protections for transgender people. 

To be compliant with PREA, prisons must be audited once every three years. Numerous investigations have shown that these audits are often not effective. TPI has filed numerous complaints with the PREA Resource Center, demonstrating inaccuracies or bias, in addition to tracking thousands of PREA-related incidents. 

“We are trying to use our data to show the audits are ineffective,” says Gaither.

Gaither has been thinking about data since she was a teenager. She describes using a computer for the first time in the 1970s and being bored with everything except for dBASE, one of the first database management systems. 

“Ever since then, I’ve been fascinated with how you can use data and databases to understand what your work with data,” Gaither says. She went on to get a master’s in Library and Information Sciences and built Resource Center Dallas’s client database for transgender health.

But gathering, let alone analyzing, and disseminating data about queer people imprisoned in Texas has proven a challenge.

Some participants fear retaliation for sharing their experiences, while others face health problems that make pinpointing exact dates or times of assaults difficult.

And, despite being cited by The National PREA Resource Center and Human Rights Clinic at the University of Texas School of Law, Gaither still faces those who think her data “doesn’t seem to have as much legitimacy.” 

Stevens lauds Gaither’s data collection methods. “TPI collect their data totally consensually. They write to them first and then turn that data into data legible to the state and in the service of community care.” 

This is a stark contrast to the current status quo of data collection, says Dogan, “people, and all of our data, regardless of who you are, is getting scraped.” Data scraping refers to when information is imported from websites – like personal social media pages – and used as data.

AI has accelerated this, says D’Ignazio, “it’s like a massive vacuum cleaning of data across the entire internet. It’s this whole new level and scale of non-consensual technology.” 

Gaither’s method of building relationships and direct correspondence is a far cry from data scraping. Volunteers read, respond to, and input information from every letter. 

Gaither has become close to some of the people with whom she’s corresponded. Referring to a letter she received in 2013, Gaither says: “I still write to her. We’ve known each other for a long time. I consider her to be my friend.”

Her data is queer not simply in its content, but in how she chooses to keep the queer community centered in the process. “I feel very close to her so that makes the data more meaningful. It has a human component behind it,” says Gaither.

Guyan says that data can be seen as a “currency” since it has power. But he emphasizes that “people’s lives are messy, they’re complicated, they’re nuanced, they’re caveated, and a data exercise that relies on only ones and zeros can’t necessarily capture the full complexity and diversity of these lives.” 

While Gaither tallies and sorts the incidents of violence, so it is legible as this “currency,” she also grapples with the nuance of the situations behind the scenes. “It’s my family that I’m working with. I think it makes it more significant from a personal level,” says Gaither.

Guyan explains that queer data is not just about the content, but the methods. “You can adopt a queer lens in terms of thinking critically about the method you use when collecting, analyzing, and presenting all types of data.” 

(This story is part of the Digital Equity Local Voices Fellowship lab through News is Out. The lab initiative is made possible with support from Comcast NBCUniversal.)

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LGBTQ Catholic groups slam Trump over pope criticism

‘Moral truth and compassion always overcome ignorant hate’

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Pope Leo XIV (Photo via Vatican News/X)

LGBTQ Catholic groups have sharply criticized President Donald Trump over his criticisms of Pope Leo XIV.

Leo on April 13 told reporters while traveling to Algeria that he had “no fear of the Trump administration” after the president described him as “weak on crime” and “terrible for foreign policy” in response to his opposition to the Iran war. (Trump on the same day posted to Truth Social an image that appeared to show him as Jesus Christ. He removed it on April 13 amid backlash from religious leaders.)

Vice President JD Vance, who is Catholic, during a Fox News Channel interview on the same day said “in some cases, it would be best for the Vatican to stick to matters of morality, to stick to matters of what’s going on with the Catholic church, and let the president of the United States stick to dictating American public policy.” Vance on April 14 once again discussed Leo during an appearance at a Turning Point USA event in Athens, Ga., saying he should “be careful when he talks about matters of theology.”

Italian Prime Minister Giorgia Meloni; former U.S. Ambassador to the Vatican Miguel Díaz; and Oklahoma City Archbishop Paul Coakley, president of the U.S. Conference of Catholic Bishops, are among those who have criticized Trump over his comments. The president, for his part, has said he will not apologize to Leo.

“The world is being ravaged by a handful of tyrants,” said Leo on Thursday at a cathedral in Bamenda, Cameroon.

Francis DeBernardo is the executive director of New Ways Ministry, a Maryland-based LGBTQ Catholic organization. He told the Washington Blade on Thursday that Trump’s comments about Leo “are one more example of the ridiculous hubris of this leader (Trump) whose entire record shows that he is nothing more than a middle-school bully.”

“LGBTQ+ adults were often bullied as children, and they have learned the lesson that bullies act when they feel frightened or threatened,” said DeBernardo. “But secular power does not threaten the Vicar of Christ, and Pope Leo’s response illustrates this truth perfectly.”

DeBernardo added Trump “is obviously frightened that Pope Leo, an American, has more power and influence than the president on the world stage.” 

“Like most Trumpian bullying, this strategy will backfire,” DeBernardo told the Blade. “Moral truth and compassion always overcome ignorant hate. Trump’s actions are not an example of his power, but of his impotence.”

Marianne Duddy-Burke, executive director of DignityUSA, an LGBTQ Catholic organization, echoed DeBernardo.

“He [Trump] has demonstrated throughout both presidencies that he doesn’t understand the basic concepts of any faith system that is founded on the dignity of human beings, the importance of common good,” Duddy-Burke told the Blade on Thursday during a telephone interview. “It’s just appalling.”

Duddy-Burke praised Leo and the American cardinals who have publicly criticized Trump.

“The pope’s popularity — given how much more respect Pope Leo has than the man sitting in the White House — is a blow to his ego,” Duddy-Burke told the Blade. “That seems to be a sore sport for him.”

“It’s such an imperialistic world view,” she added.

Leo ‘is the real peacemaker’

The College of Cardinals last May elected Leo to succeed Pope Francis after his death.

Leo, who was born in Chicago, is the first American pope. He was the bishop of the Diocese of Chiclayo in Peru from 2015-2023.

Francis made him a cardinal in 2023.

Juan Carlos Cruz — a gay Chilean man and clergy sex abuse survivor who Francis appointed to the Pontifical Commission for the Protection of Minors — has traveled to Ukraine several times with Dominican Sister Lucía Caram since Russia launched its war against the country in 2022. Cruz on Thursday responded to Trump’s criticism of Leo in a text message he sent to the Blade from Kyiv, the Ukrainian capital.

“I am in Ukraine under many attacks,” said Cruz. “Trump is an asshole and has zero right to criticize the Pope who is the real peacemaker.”

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Charlie Kirk Act advances in Tenn.

Bill would limit protests, protects speakers opposing ‘transgender’ identities

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Charlie Kirk photographed at the 2024 Republican National Convention. (Washington Blade photo by Michael Key)

The Tennessee legislature has passed Senate Bill 1741 / House Bill 1476, dubbed the “Charlie Kirk Act,” which, if signed by Republican Gov. Bill Lee, would reshape how public colleges and universities regulate speech on campus.

The measure targets all public higher education institutions and requires them to adopt a “free expression” policy modeled on the University of Chicago’s framework. That framework emphasizes that universities should not shield students from controversial or offensive ideas and requires state schools to formally embrace institutional neutrality — meaning they do not publicly take a stance on political or social issues.

Under the legislation, publicly funded schools cannot disinvite or cancel invited speakers based on their viewpoints or in response to protests from students or faculty. Student organizations, however — like Turning Point USA, an American nonprofit that advocates for conservative politics on high school, college, and university campuses, founded by Charlie Kirk, and often lack widely represented liberal counterparts — would retain broad authority to bring speakers to campus regardless of controversy.

The law includes broad protections for individuals and organizations expressing religious or ideological beliefs, including opposition to abortion, homosexuality, or transgender identity, regardless of whether those views are rooted in religious or secular beliefs. It further prohibits public institutions from retaliating against faculty for protected speech or scholarly work.

The bill, which has been hailed by supporters as an effort to “preserve campus free speech,” ironically also limits protest activity. Shouting down speakers, blocking sightlines, staging disruptive walkouts, or physically preventing entry to events are now considered “substantial interference” under the legislation, making those who engage in such actions subject to discipline.

Some of those disciplinary consequences include probation, suspension, and even expulsion for students, while faculty who protest in ways deemed to violate the policy could face unpaid suspensions and termination after repeated violations.

Supporters of the bill argue it strengthens free expression on campus. State Rep. Gino Bulso (R-Brentwood), the bill’s sponsor, said it reinforces a commitment to “civil and robust” debate at public universities.

“The Charlie Kirk Act creates critical safeguards for students and faculty and renews the idea that our higher education institutions should be centers of intellectual debate,” Bulso told Fox 17. “This legislation honors the legacy of Charlie Kirk by promoting thoughtful engagement and defending religious freedom.”

Critics, including Democratic lawmakers, have raised concerns that the legislation effectively elevates certain ideological viewpoints — particularly those tied to religious objections to LGBTQ identities — while exposing students and faculty to punishment for protest or dissent.

“It’s ironic that this body is talking about free speech when we had professors in Tennessee schools expelled and suspended when they did not mourn the death of Charlie Kirk — when they said that his statements were problematic and that the way he died did not redeem the way he lived,” state Rep. Justin Jones (D-Nashville) told WKRN.

Kirk, the right-wing activist and founder of Turning Point USA, for whom the bill is named, was assassinated in September 2025 at a public event at Utah Valley University. His legacy and rhetoric remain deeply polarizing, particularly among LGBTQ advocates, who have cited his history of anti-LGBTQ statements in opposing his campus appearances.

The bill now heads to Lee’s desk for his signature.

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Demonstrators disrupt OMB director hearing over PEPFAR

Capitol Police arrested five protesters

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Office of Management and Budget Directer Russell Vought, seated on right, attends a House Budget Committee hearing on April 15, 2026. (Washington Blade photo by Michael Key)

A group of protesters interrupted Office of Management and Budget Director Russell Vought during his testimony before Congress on Wednesday.

Vought was at the Cannon House Office Building to give testimony to the House Budget Committee.

Committee Chair Jodey Arrington (R-Texas) began the hearing by touting what he described as economic accomplishments of the Trump-Vance administration’s economic accomplishments. Ranking Member Brendan Boyle (D-Pa.) disputed those claims in his opening statement.

Boyle went on to admonish Vought for not attending a committee hearing in the previous year.

Vought, the “Project 2025” architect, was invited to speak after Arrington and Boyle made their statements.

OMB Director Russell Vought testifies at the U.S. House Budget Committee on April 15, 2026. (Washington Blade photo by Michael Key)

Shortly after Vought began reading his statement, Housing Works CEO Charles King stood up in the gallery and began shouting, “PEPFAR saves lives: spend the money!”

The U.S. Capitol Police moved quickly to escort King from the room. Other activists began chanting with King as they unfolded signs bearing a picture of Vought’s face and statements such as, “Vought’s cuts kill people with AIDS,” and “Protect PEPFAR from Vought.”

The group of HIV/AIDS activists included independent activists, former U.S. Agency for International Development and PEPFAR staff, members of Health GAP, Housing Works, and the Treatment Action Group. Six activists were escorted from the hearing and the U.S. Capitol Police detained five of them.

Housing Works CEO Charles King is escorted from House Budget Committee budget hearing by the U.S. Capitol Police on April 15, 2026. (Washington Blade photo by Michael Key)

The HIV/AIDS treatment activists protested at the hearing in response to the dismantling of global health programs, including PEPFAR, a federally-funded program credited with saving millions of lives from HIV/AIDS, particularly in sub-Saharan Africa.

“Russell Vought is directly responsible for illegally withholding Congressionally appropriated funds for PEPFAR and related global health initiative,” King said in a statement provided to the Washington Blade. “These funding disruptions have already contributed to preventable deaths and threaten to reverse decades of progress in the fight against HIV worldwide. Enough is enough. Congress must ensure Vought stops this deadly sabotage.”

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