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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 community calls out Radio Korea over host’s homophobic comments

Station acknowledged controversy, but skirted accountability

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On Nov. 21st, Radio Korea CEO Michael Kim made an official video statement addressing the Nov. 3rd program. (Screen capture via Radio Korea/YouTube)

On Monday, Nov. 3, Radio Korea aired its regular morning talk show program, where one of its hosts, Julie An, discussed her lack of support for the LGBTQ community, citing her religious beliefs. She also went on to comment that gay people spread HIV and AIDS, and that conversation therapy — which has been linked to PTSD, suicidality, and depression — is a viable practice. Clips of this have since been taken down.

Radio Korea offers Korean language programming to engage local Korean American and Korean immigrant community members. Its reach is broad, as Los Angeles is home to the largest Korean population in the U.S, with over 300,000 residents. As An’s words echoed through the station’s airwaves, queer Korean community members took to social media to voice their concern, hurt, and anger.  

In a now-deleted Instagram post, attorney, activist, and former congressional candidate David Yung Ho Kim demanded accountability from the station. Writer and entertainer Nathan Ramos-Park made videos calling out Radio Korea and An, stating that her comments “embolden” people with misinformation, which has the ability to perpetuate “violence against queer people.”

Community health professional Gavin Kwon also worries about how comments like An’s increase stigma within the Korean immigrant community, which could lead to increased discrimination against queer people and their willingness to seek health care.  

Kwon, who works at a local clinic in Koreatown, told the Los Angeles Blade that comments like An’s prescribe being gay or queer as a “moral failure,” and that this commonly-held belief within the Korean immigrant community, particularly in older generations, strengthens the reticence and avoidance clients hold onto when asked about their gender or sexual orientation. 

“When you stigmatize a group, people don’t avoid the disease — they avoid care,” Kwon explained. “They avoid getting tested, avoid disclosing their status, and avoid talking openly with providers. Stigma pushes people into silence, and silence is the worst possible environment for managing any infectious disease.”

For weeks, Radio Korea did not offer a direct response to the public criticism. Its Instagram feed continued to be updated with shorts, featuring clips of its various hosts — including An. 

On Friday, Radio Korea CEO Michael Kim released an official statement on the station’s YouTube page. In this video, Michael Kim stated that An’s comments “included factual inaccuracies” and that the station “does not endorse or share the personal opinions expressed by individual hosts.” Michael Kim also stated that Radio Korea “welcomes members of the LGBT community to share their perspectives” in order to deepen understanding through dialogue. 

Afterwards, Michael Kim continued that though he acknowledges the “pain” felt by queer community members, he concluded: “I don’t think Radio Korea needs to apologize for what was said any more than Netflix should apologize for what Dave Chappelle says, or any more than Instagram or TikTok should apologize for what people say on their platforms.” 

Michael then offered a justification that An’s statements were “not part of a news report,” and that he was “disappointed” that David Yung Ho Kim, specifically, had been vocal about An’s comments. Michael Kim stated that he was the first person to interview David Yung Ho Kim in 2020 during his congressional campaign, and that he had provided the candidate a platform and opportunity to educate listeners about politics. 

“After all these years, the support Radio Korea has given him,” said Kim, “the support I personally gave him, even the support from other Radio Korea members who donated or even volunteered for him — he dishonestly tried to portray Radio Korea as being an anti-gay organization.”

Michael Kim went on to criticize David Yung Ho Kim’s purported “hurry to condemn others,” and also questioned if David has disowned his father, who he states is a pastor. “What kind of person is David Kim, and is this the kind of person we want in Congress?” Michael Kim asked viewers, noting that Koreatown is “only about three miles from Hollywood, and some people just like to perform.” 

At the end of the video, Michael Kim stated that his duty is to guard the legacy of the station. “My responsibility is to protect what was built before me and ensure that Radio Korea continues serving this community long after today’s momentary controversies disappear,” he said. 

For community members and advocates, this response was unsatisfactory. “The overall tone of the statement felt more defensive than accountable,” Kwon wrote to the Blade. “Instead of a sincere apology to the LGBTQ+ community that was harmed, the message shifts into personal grievances, political dynamics, and side explanations that don’t belong in an official response.”

Michael Kim’s portrayal of the criticism and calls to action by community members as a “momentary controversy” paints a clearer picture of the station’s stance — that the hurt felt and expressed by its queer community members is something that will simply pass until it is forgotten. An continues to be platformed at Radio Korea, and was posted on the station’s social media channels as recently as yesterday. The station has not outlined any other action since Michael Kim’s statement. 

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U.S. Military/Pentagon

Pentagon moves to break with Boy Scouts over LGBTQ and gender inclusion

Leaked memo shows Hegseth rejecting Scouting America’s shift toward broader inclusion

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Scouts for Equality march in the 2015 Capital Pride Parade. (Washington Blade file photo by Michael Key)

The Pentagon is preparing to sever its longstanding partnership with the Boy Scouts of America, now known as Scouting America.

In a draft memo to Congress obtained by NPR, Defense Secretary Pete Hegseth criticizes the organization for being “genderless” and for promoting diversity, equity, and inclusion.

“The organization once endorsed by President Theodore Roosevelt no longer supports the future of American boys,” Hegseth wrote, according to Defense Department sources.

Girls have been eligible to join Cub Scouts (grades K–5) since 2018, and since 2019 they have been able to join Scouts BSA troops and earn the organization’s highest rank of Eagle Scout.

A statement on the Scouting America website says the shift toward including girls stemmed from “an expanding demand to join the Boy Scouts” and a commitment to inclusivity. “Throughout the late 20th and early 21st centuries, it has undergone significant changes to become more inclusive of the adult staff and volunteers that drive its programming as well as of scouts and their families,” the organization says.

Part of that broader push included lifting its ban on openly gay members in 2014 and on openly gay adult leaders in 2015.

Once the Pentagon finalizes the break, the U.S. military will no longer provide medical and logistical support to the National Jamboree, the massive annual gathering of scouts in West Virginia that typically draws about 20,000 participants. The memo also states that the military will no longer allow scout troops to meet on U.S. or overseas installations, where many bases host active scout programs.

Hegseth’s memo outlines several justifications for the decision, arguing that Scouting America has strayed from its original mission to “cultivate masculine values” by fostering “gender confusion.” It also cites global conflicts and tightening defense budgets, claiming that deploying troops, doctors and vehicles to a 10-day youth event would “harm national security” by diverting resources from border operations and homeland defense.

“Scouting America has undergone a significant transformation,” the memo states. “It is no longer a meritocracy which holds its members accountable to meet high standards.”

The Pentagon declined NPR’s request for comment. A “War Department official” told the outlet that the memo was a “leaked document that we cannot authenticate and that may be pre-decisional.”

The leaked memo comes roughly one month after nearly every major journalism organization walked out of the Pentagon in protest of new rules requiring reporters to publish only “official” documents released by the department — effectively banning the use of leaked or unpublished materials.

President Donald Trump, who serves as the honorary head of Scouting America by virtue of his office, praised the Jamboree audience during his 2017 visit to West Virginia. “The United States has no better citizens than its Boy Scouts. No better,” he said, noting that 10 members of his Cabinet were former Scouts.

Hegseth was never a scout. He has said he grew up in a church-based youth group focused on memorizing Bible verses. As a Fox News host last year, he criticized the Scouts for changing their name and admitting girls.

“The Boy Scouts has been cratering itself for quite some time,” Hegseth said. “This is an institution the left didn’t control. They didn’t want to improve it. They wanted to destroy it or dilute it into something that stood for nothing.”

NBC News first reported in April that the Pentagon was considering ending the partnership, citing sources familiar with the discussions. In a statement to NBC at the time, Pentagon spokesman Sean Parnell said, “Secretary Hegseth and his Public Affairs team thoroughly review partnerships and engagements to ensure they align with the President’s agenda and advance our mission.”

The Scouting America organization has has long played a role in military recruiting. According to numbers provided by Scouting America, many as 20 percent of cadets and midshipmen at the various service academies are Eagle Scouts. Enlistees who have earned the Eagle rank also receive advanced entry-level rank and higher pay — a practice that would end under the proposed changes.

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The White House

Trans workers take White House to court over bathroom policy

Federal lawsuit filed Thursday

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Protesters outside of House Speaker Mike Johnson's (R-La.) office in the Cannon House Office Building last year protesting a similar bathroom ban. (Washington Blade photo by Christopher Kane)

Democracy Forward and the American Civil Liberties Union, two organizations focused on protecting Americans’ constitutional rights, filed a class-action lawsuit Thursday in federal court challenging the Trump-Vance administration’s bathroom ban policies.

The lawsuit, filed on behalf of LeAnne Withrow, a civilian employee of the Illinois National Guard, challenges the administration’s policy prohibiting transgender and intersex federal employees from using restrooms aligned with their gender. The policy claims that allowing trans people in bathrooms would “deprive [women assigned female at birth] of their dignity, safety, and well-being.”

The lawsuit responds to the executive order titled “Defending Women from Gender Ideology Extremism and Restoring Biological Truth to the Federal Government,” signed by President Donald Trump on his first day in office. It alleges that the order and its implementation violate Title VII of the Civil Rights Act of 1964, which prohibits sex discrimination in employment. In 2020, the U.S. Supreme Court ruled 6-3 that Title VII protects trans workers from discrimination based on sex.

Since its issuance, the executive order has faced widespread backlash from constitutional rights and LGBTQ advocacy groups for discriminating against trans and intersex people.

The lawsuit asserts that Withrow, along with numerous other trans and intersex federal employees, is forced to choose between performing her duties and being allowed to use the restroom safely.

“There is no credible evidence that allowing transgender people access to restrooms aligning with their gender identity jeopardizes the safety or privacy of non-transgender users,” the lawsuit states, directly challenging claims of safety risks.

Withrow detailed the daily impact of the policy in her statement included in the lawsuit.

“I want to help soldiers, families, veterans — and then I want to go home at the end of the day. At some point in between, I will probably need to use the bathroom,” she said.

The filing notes that Withrow takes extreme measures to avoid using the restroom, which the Cleveland Clinic reports most people need to use anywhere from 1–15 times per day depending on hydration.

“Ms. Withrow almost never eats breakfast, rarely eats lunch, and drinks less than the equivalent of one 17 oz. bottle of water at work on most days.”

In addition to withholding food and water, the policy subjects her to ongoing stress and fear:

“Ms. Withrow would feel unsafe, humiliated, and degraded using a men’s restroom … Individuals seeing her enter the men’s restroom might try to prevent her from doing so or physically harm her,” the lawsuit states. “The actions of defendants have caused Ms. Withrow to suffer physical and emotional distress and have limited her ability to effectively perform her job.”

“No one should have to choose between their career in service and their own dignity,” Withrow added. “I bring respect and honor to the work I do to support military families, and I hope the court will restore dignity to transgender people like me who serve this country every day.”

Withrow is a lead Military and Family Readiness Specialist and civilian employee of the Illinois National Guard. Previously, she served as a staff sergeant and has received multiple commendations, including the Illinois National Guard Abraham Lincoln Medal of Freedom.

The lawsuit cites the American Medical Association, the largest national association of physicians, which has stated that policies excluding trans individuals from facilities consistent with their gender identity have harmful effects on health, safety, and well-being.

“Policies excluding transgender individuals from facilities consistent with their gender identity have detrimental effects on the health, safety and well-being of those individuals,” the lawsuit states on page 32.

Advocates have condemned the policy since its signing in January and continue to push back against the administration. Leaders from ACLU-D.C., ACLU of Illinois, and Democracy Forward all provided comments on the lawsuit and the ongoing fight for trans rights.

“We cannot let the Trump administration target transgender people in the federal government or in public life,” said ACLU-D.C. Senior Staff Attorney Michael Perloff. “An executive order micromanaging which bathroom civil servants use is discrimination, plain and simple, and must be stopped.”

“It is absurd that in her home state of Illinois, LeAnne can use any other restroom consistent with her gender — other than the ones controlled by the federal government,” said Michelle Garcia, deputy legal director at the ACLU of Illinois. “The Trump administration’s reckless policies are discriminatory and must be reversed.”

“This policy is hateful bigotry aimed at denying hardworking federal employees their basic dignity simply because they are transgender,” said Kaitlyn Golden, senior counsel at Democracy Forward. “It is only because of brave individuals like LeAnne that we can push back against this injustice. Democracy Forward is honored to work with our partners in this case and is eager to defeat this insidious effort to discriminate against transgender federal workers.”

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