Beyond Pride: Why Evidence-Based Practice Requires LGBTQ Visibility
How family rejection, housing instability, discrimination, and economic exclusion shape LGBTQ pathways into the criminal legal system, and why we rarely measure them.
Safety, Survival, and the Fear of Being Seen
Growing up queer and trans in South Carolina during the 1990s and early 2000s, I learned pretty quickly that survival and safety are not the same thing.
Survival means getting through the day. Safety means something steadier: a stable place to sleep, people who support you, access to healthcare, and the ability to move through the world without constantly calculating risk. It means not wondering whether rejection, violence, discrimination, or humiliation is waiting around the corner. For many lesbian, gay, bisexual, transgender, and queer (LGBTQ) people, safety feels out of reach long before there is ever any contact with the criminal legal system.
Sure, LGBTQ people have gained visibility and legal protections over the last few decades, which is meaningful. But visibility does not automatically pay rent, stop discrimination, repair family rejection, or make a doctor treat you with dignity. Many LGBTQ people still face barriers in housing, employment, education, healthcare, and family acceptance. Those barriers matter because they shape vulnerability and, often, who becomes entangled in the criminal legal system.
I left home at sixteen.
There was no single reason, but poverty sat in the middle of almost all of it like an uninvited guest who somehow never leaves. Financial instability amplified everything: substance abuse, violence, homophobia, transphobia. When a family is already stretched thin, identity can become another fault line, another thing everyone trips over in the dark. Every disagreement feels louder, every conflict sharper. Home stops feeling like refuge and starts feeling like something you just have to survive.
Years later, after changing my name and gender marker, I sat in my therapist’s office talking about feeling on the fence about getting a gender-affirming surgery in the future. One might imagine that changing my name and gender marker would be celebratory, and while it was mostly a relief, I was worried about something else.
“What happens if I get arrested?”
By then, I had heard enough stories from transgender people who had experienced incarceration to know the risks were real: housing decisions that ignored identity, harassment, assault, denial of healthcare, isolation. Fear had logic behind it.
My therapist paused, then said:
“Don’t go to jail.”
To be fair, she was not trying to be cruel. In the hierarchy of advice, “avoid jail” ranks somewhere between “drink water” and “try not to get hit by a bus.” But the comment landed hard. I felt embarrassed, like I had asked a ridiculous question instead of a real one.
What stayed with me was not just the discomfort, but what the moment revealed. There is a common assumption that involvement in the criminal legal system comes down to individual choices, good decisions versus bad ones. For many LGBTQ people, especially those navigating poverty, instability, discrimination, and rejection, the reality is far more complicated.
The Pathways Begin Long Before Arrest
When Home Stops Being Safe
For many LGBTQ young people, instability begins at home.
Research consistently finds that family rejection remains one of the strongest predictors of housing instability and poor mental health among LGBTQ youth. According to The Trevor Project, 16% of LGBTQ youth report having run away from home, while 14% report family kicking them out, abandoned, or forced to leave. Among those experiences, many directly connect their departure to conflict surrounding their sexual orientation and/or gender identity.
These numbers represent more than family disagreements. They represent young people losing access to the very support systems society expects them to rely and on which research says is so important for long-term success.
As a result, housing instability is often the culmination of months or years of strained relationships, rejection, conflict, emotional home, and even domestic abuse. When home becomes unsafe, leaving may feel less like a choice and more like survival—like it did for me.
When Schools Stops Being a Pathway to Success
At the same time, many LGBTQ youth face challenges in the very institutions designed to support their development. Bullying, harassment, discrimination, and safety concerns remain common experiences for LGBTQ students. 59% of LGBTQ students reported feeling unsafe at school because of their sexual orientation, 42% because of their gender expression, and 37% because of their gender, according to GLSEN’s annual National School Climate Survey. For some young people, school becomes another environment where identity may invite hostility rather than support.
The consequences extend beyond emotional harm. Students who feel unsafe are more likely to miss school, disengage academically, experience disciplinary action, or leave school altogether. Educational disruption can reduce future employment opportunities, weaken other social support networks, and increase financial instability.
When home feels unsafe and school feels unsafe, the pathways available to young people begin to narrow. And, that narrowing creates consequences extending far beyond adolescence.
Criminalizing Survival
The Mental Health Cost of Rejection
The effects of family and school rejection and instability are often visible in LGBTQ youth mental health outcomes. These youth who experience housing instability report dramatically higher rates of depression, anxiety, self-harm, and suicidal ideation than their peers with stable housing. Nearly 70% report engaging in self-harm within the previous year. And more than 50% report seriously considering suicide, and many report attempts.
Researchers may present these numbers to represent individual mental health struggles; however, they are indicators of something larger. They reflect the cumulative effects of exclusion, instability, victimization, and the absence of support.
When Housing Instability Meets Policing
Housing instability represents one of the clearest examples of how social inequities can increase vulnerability to criminal legal system involvement. Nearly 3 in 10 LGBTQ youth experience homelessness or housing instability. Rates are even higher among transgender and nonbinary youth.
Without stable housing, everyday survival becomes more difficult. Sleeping outdoors, staying temporarily with friends, occupying abandoned spaces, or spending extended time in public locations can increase visibility to law enforcement. Local ordinances often regulate behaviors associated with houselessness such as trespassing, loitering, camping, curfew violations, or misuse of public space. In this way houselessness becomes criminalized even when poverty itself is not.
When Work is Not Available
Employment is a pathway out of poverty and instability, but for many LGBTQ people, particularly transgender individuals, access to stable employment is far from guaranteed.
Many LGBTQ youth who leave home face an immediate challenge: they are often expected to support themselves before they are legally or practically able to do so. Young people who leave home at sixteen or seventeen may encourage age restrictions, transportation barriers, limited work experience, and employers hesitant to hire minors. For those whose housing instability disrupts their education, the change can become even greater. Leaving school without a high school diploma can reduce access to stable employment for years, creating long-term economic consequences extending into adulthood.
It’s no surprise then that research consistently finds higher rates of unemployment, underemployment, and workplace discrimination among LGBTQ people. For transgender individuals, barriers can begin during the hiring process itself. Identification documents that do not match a person’s name, appearance, or gender identity can create challenges when applying for jobs. Even in places with legal protections, many LGBTQ workers continue to report challenges.
When stable employment becomes difficult to obtain, people still need to meet their basic needs: rent is still due at the end of the month, transportation of any kind requires money, and groceries don’t come cheap.
Some turn to informal or underground economies to survive. This can include exchanging sex for money, housing, food, transportation, or other necessities. Others may engage in unregulated work arrangements that offer income but little protection. These activities are often more visible to law enforcement, and in many jurisdictions, carry significant legal consequences.
This reality helps explain why some LGBTQ people, particularly transgender women and LGBTQ people of color, face elevated risks of criminal legal system involvement. This issue is not LGBTQ identity itself. The issue is that discrimination and economic exclusion can leave people with fewer lawful and sustainable options for meeting basic needs and with little emotional or material support. When survival becomes criminalized, vulnerability becomes a pathway into the criminal legal system.
The Front Door of the Criminal Legal system
Disproportionately Involved, Disproportionately Harmed
Survey data suggest those vulnerabilities translate into disproportionate contact with jails and prisons. Self-reported survey research from the Bureau of Justice Statistics found that sexual minorities are significantly overrepresented among incarcerated populations. Approximately 9.3% of men in prison and 6.2% of men in jail identified as gay, bisexual, or another sexual minority. Among women, the numbers were even higher: 42.1% of women in prison and 35.7% of women in jail identified as lesbian, bisexual or another sexual minority.
The disparities become even more striking when viewed through incarceration rates. Researchers have estimated that lesbian, gay, and bisexual adults are incarcerated at a rate more than three times that of the general US adult population.
For transgender people, the risks do not end once they enter custody. The 2022 US Transgender Survey found that transgender people who had been incarcerated reported substantially higher rates of victimization, including assault by both incarcerated individuals and correctional staff. Many also reported being denied access to gender-affirming healthcare, placed in solitary confinement, or housed in facilities that did not align with their gender identity.
These experiences matter because incarceration is not a neutral event. A growing body of research shows that even short periods of pretrial detention can disrupt employment, housing, relationships, and health outcomes. For LGBTQ people who may already be navigating discrimination, economic instability, and social exclusion, these consequences compound.
While self-reported data begins to tell us that LGBTQ people are disproportionately represented in arrest and custody settings, administrative data does not automatically collect this information. As a result, the current data fall short in helping us understand how to effectively support the LGBTQ population.
The People We Don’t Measure
The criminal legal system has improved at tracking disparities, routinely collecting administrative data on race, ethnicity, age, offense type, and conviction history. Researchers often analyze how outcomes differ across groups, and agencies are beginning to use these findings to guide policy and practice.
But sexual orientation and gender identity are often left out of administrative data.
Even when we look at the start of the criminal legal process—like pretrial assessments that guide judges’ decisions—we rarely collect or review data on sexual orientation and gender identity. So, we know very little about how LGBTQ people experience these key decision points, especially right at the beginning.
Part of the problem is historical. The LGBTQ rights movement has focused on legal recognition, fighting discrimination, and gaining access to mainstream institutions—important wins. But LGBTQ people in the criminal legal system were often overlooked, their experiences not fitting the main narrative of acceptance and equality. While advocates highlighted LGBTQ people as good workers, partners, and parents, less attention went to those who were homeless, incarcerated, or just trying to survive.
Because of this, LGBTQ people involved in the justice system have remained largely invisible; not just in official data, but also in broader policy debates. Unlike other groups, there hasn’t been much outside pressure on the criminal justice system to track or address their experiences.
We know that pretrial detention can raise the chance of conviction, lead to longer jail time, and disrupt jobs, housing, and healthcare. But even though the first 24 to 72 hours after arrest matter so much, we can’t answer basic questions about LGBTQ people that we can for other groups:
Are jurisdictions more likely to detain LGBTQ people until arraignment?
Are jurisdictions more likely to assign LGBTQ cash bail, pretrial supervision, EM/GPS, urinalysis testing, or other punitive pretrial release conditions?
Do LGBTQ people remain in pretrial detention longer? What is their average length of stay? And, to what extent is cash bail related to their average length of stay?
Are jurisdictions more likely to assign preventive detention to LGBTQ people?
Do LGBTQ people experience greater technical violations on pretrial release? Are they more likely to miss their court appearances? Are they more likely to experience pretrial revocation?
The answer to many of these questions is not “no.”
It’s that we often just don’t know.
These questions focus on the first hours and days following arrest. If we cannot reliably measure LGBTQ experiences during the initial period, our understanding of what happens afterward is even more limited.
This gap leaves a major blind spot for anyone trying to reduce disparities and improve outcomes. We can’t fix inequities we don’t see, and we can’t assess solutions for people who stay invisible in our data.
Of course, collecting information about sexual orientation and gender identity comes with challenges: privacy, safety, data quality, and risk of misuse are all real concerns. But criminal legal systems already gather other sensitive details when they matter for decisions or support, like substance use, mental health, trauma, or family history. The point isn’t curiosity; it’s to better understand people’s needs.
So, the real question isn’t whether to collect sensitive data—the system already does. The question is whether we can gather sexual orientation and gender identity information in ways that are voluntary, respectful, secure, and actually help us spot disparities, shape solutions, and improve outcomes.
Avoiding this type of measurement might seem safer, but it comes at a cost. Right now, we don’t have the data to understand how LGBTQ youth and adults move through the system, what outcomes they face, or where interventions could help most.
This gap calls for immediate action. If we care about equity and evidence-based practice, we need to collect the right data, push for respectful and secure methods, and make sure LGBTQ voices and experiences are seen. That’s the only way to address inequities and improve outcomes for everyone.
Evidence-based practice requires visibility and more
A common belief in our society is that jail is a personal failure, something you can avoid if you just try hard enough.
But for many LGBTQ people, the path into the criminal justice system starts long before an arrest. It starts with family rejection, bullying, discrimination, and poverty—each closing doors and making it harder to avoid trouble later.
This doesn’t mean LGBTQ people are destined for jail. Most are not. But ignoring how identity shapes risk and opportunity won’t make the problem go away.
With this context in mind, yet once LGBTQ people enter the system, parts of their identity often become invisible.
If we care about fairness and better outcomes, this is a problem. We can’t fix what we don’t see or measure.
The best criminal justice interventions work because they recognize that behavior doesn’t happen in a vacuum. Real progress means understanding the full context of someone’s life and creating real opportunities for change.
When it comes to LGBTQ youth and adults, we often stop short of asking the same questions.
We often talk about issues like homelessness or unemployment without asking why—ignoring the role of family rejection, discrimination, or bias. That means we treat symptoms, not causes.
So many LGBTQ people in the system are told to “just get a job” or “find housing,” as if it’s that simple. It echoes my therapist’s advice: “Don’t go to jail.” It’s advice that ignores real barriers.
But the evidence tells a different story.
If we want real evidence-based practice, we have to understand the whole picture—including how sexual orientation and gender identity shape risk and outcomes. Otherwise, we’re just guessing.
At the end of the day, it’s about visibility.
Pride is, and always has been, about visibility. Visibility leads to recognition, understanding, and real change.
Visibility can’t just be about parades, brand deals, media representation, or flags. It has to reach the places where decisions and policies are made.
Advocates must see people on the margins, those who are homeless, incarcerated, or struggling to survive.
For practitioners, visibility means data.
If LGBTQ people stay invisible in our data, they stay invisible in our practice. We can’t fix disparities we won’t measure, or design solutions for people we refuse to see.
If we seek a world where all LGBTQ people can thrive, then we must be willing to see the people hidden behind criminal legal labels, understand the pathways that brought them there, and build systems that respond with support rather than punishment. Since the LGBTQ system involves people who have often been absent from policy conversations, particularly within both mainstream LGBTQ advocacy and criminal justice reform efforts, this creates a unique responsibility for practitioners, researchers, and system leaders.
However, visibility is not the end goal. Better outcomes are. But without visibility, achieving better outcomes becomes far more difficult.
Until then, our understanding remains incomplete, our interventions remain limited or nonexistent, and our liberation remains unfinished.
 | A guest post by
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