Op-Ed: How tech can help keep health care workers safe

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According to a report from National Nurses United, 81.6 percent of nurses said they experienced workplace violence in 2023.

Ask any healthcare worker, and they will have their own story of workplace violence. In the early years of my career, I narrowly missed encountering a gunman in the hospital ER solely because I forgot something and had to return upstairs. While tragedy was avoided in my case, too often, it is not. Such incidents are not isolated; in fact, they are becoming disturbingly common.

According to a report from National Nurses United, 81.6 percent of nurses said they experienced workplace violence in 2023.

As a physician, providing excellent patient care has always been my priority; however, any type of workplace violence disrupts quality care. When the supposedly safe spaces of healing and learning become targets, we must look at ways beyond hardening the exteriors to help prevent such violence within buildings.

For our healthcare systems, the answer may lie within our schools.

Since we lost our daughter and 16 of her classmates and staff at Marjory Stoneman Douglas High School in Parkland, Florida, six years ago, my wife and I have been advocating for enhanced school safety measures for classrooms across the nation.

Seven states have passed Alyssa's Law, named for our daughter, which requires the installation of wearable panic alarm technology in education settings. These alarms, which instantly link every classroom to emergency personnel while also providing mass communication to all staff, serve as a lifeline in times of crisis. These wearable panic alarms are not just outfitted for classrooms: they can be utilized in any workplace setting, including a healthcare system.

Despite their difference in purpose, healthcare facilities and schools share the unique properties of community spaces. Healthcare facilities are safe havens for those who need healing and rest within our community. No one should fear for their safety going to the doctor. Just as lawmakers have rethought and revised school safety requirements, they should do the same for healthcare facilities. Wearable safety technology has emerged as a formidable solution to this pressing issue.

Wearable, mobile duress badge technology is tailor-made for the unique challenges faced by healthcare workers. It is discrete, easy to use, and can be customizable for each healthcare campus. Some duress badge providers have technology that equips nurses, doctors and staff with badges that display their location and the ability to signal the level of emergency with a push of a button. They can use one badge for all campuses within a healthcare system, and they do not have to wait to get in touch with a hospital operator to “sound the alarm” or risk escalating a situation by lunging for a wall-mounted panic button.

Mobile panic alarms offer a nuanced and efficient response mechanism. Whether a minor incident or a life-threatening crisis, healthcare professionals can instantly summon help, ensuring a swifter and more coordinated response.

Texas was one of the first states to take on this alarming trend of workplace violence by passing SB240 last session, mandating facilities to establish a workplace violence prevention plan. Similar legislation is playing out in other states, becoming a nationwide movement.

I know healthcare facilities' budgets are tight these days with unprecedented rising costs of care and lower reimbursement rates. Still, through my personal journey in advocating for safety improvements in our educational institutions, I have learned one thing: you must invest in the future.

The adoption of wearable panic alarms is not just a security upgrade; it's a commitment to the well-being of those who dedicate their lives to provide healing and care. It's about protecting our community spaces. Like any other, the healthcare environment should be a sanctuary, free from the fear of violence. As Alyssa’s Law gains traction nationally, the spotlight now turns to healthcare facilities to embrace this critical technology.

Time, as we know too well, equals life. Swift action can be the difference between tragedy and survival. Investing in wearable panic alarm technology is an investment in our healthcare workforce's safety, resilience, and mental well-being. As we advocate for students to have a safe place to thrive, I am doing the same for healthcare places. The time has come to make our healthcare facilities safe.

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Dr. Ilan Alhadeff is the father of Alyssa Alhadeff, a victim of the February 14, 2018, school shooting at Marjory Stoneman Douglas High School, and co-founder of Make Our Schools Safe, a 501(c)(3) nonprofit organization dedicated to improving school safety.

The opportunities to reach and empower underserved populations to participate in the health care workforce are limitless. Photo via Getty Images

Op-Ed: Removing barriers is critical for the future of Houston's health care workforce

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Houston houses one of the most renowned medical communities in the world. However, Texas' current health care workforce shortage has severely impacted the city, with large swaths of the Gulf Coast Region deemed medically underserved. Thousands of Houstonians are impacted year after year due to the lack of access to life-saving medical care.

The obvious solution to this problem is to form a pipeline of health care workers by equipping students with the necessary skills and education to fill this gap. Sadly, many individuals who lack opportunity yet aspire to pursue a career in the health care industry face barriers related to childcare, transportation, mentorship gaps and life's unexpected circumstances.

Dwyer Workforce Development (DWD), a national health care training nonprofit, has recently expanded its footprint to Texas and has joined Houston Community College (HCC), one of the largest community colleges in the country, to provide life-changing support and create a pipeline of new health care workers, many who come from underserved areas.

Last year, our organizations launched the Dwyer Scholar Apprenticeship program, which is actively enrolling to combat the health care shortage and bring opportunities to those lacking. Working together, we are supporting apprentices each year to earn their Certified Nurse Aide (CNA) certificates, where students can choose a Phlebotomy or EKG specialization, helping our city meet the demand for one of the most essential and in-demand jobs in health care each year. Our program will help address Texas' loss of 36 percent of its CNAs over the past decade while providing gateways for highly motivated students—Dwyer Scholars—to thrive in long-term health care careers.

We know financial barriers prevent many potential health care workers from obtaining the certifications needed to enter the workforce. That's why we are bringing our innovative programs together, enabling Scholars to earn while they learn and opening doors for those who do not have the financial luxury of completing their training in a traditional educational atmosphere.

After enrollment, DWD continues to provide case management and additional financial support for pressures like housing, childcare, and transportation so Scholars don't have to put their work before their education. Scholars are placed with employers during the program, where they complete their apprenticeships and begin full-time employment following graduation.

The Texas Workforce Commission has identified apprenticeship programs as a key area for expansion to meet employer demand for skilled workers. Through our partnership, we are doing just that – and the model is proven. More than 85 percent of DWD Scholars in Maryland, where the program was established, have earned their certificates and are now employed or on track to begin their careers.

Our work doesn't end here. Over the next decade, Texas will face a shortage of 57,000 skilled nurses. Texas must continue to expand awareness and access to key workforce training programs to improve outcomes for diverse needs. Our organizations are working to vastly expand our reach, making the unattainable attainable and helping to improve the lives and health of our community.

No one's past or present should dictate their future. Everyone deserves access to health care, the ability to further their education and the chance to set and achieve life goals. The opportunities to reach and empower underserved populations to participate in the health care workforce are limitless.

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Barb Clapp is CEO of Dwyer Workforce Development, a nonprofit that supports individuals who aspire to pursue a career in the health care industry. Christina Robinson is the executive director for work-based learning and industry partnerships at Houston Community College.

What can hospital systems do to combat climate change? A lot, according to a new report from the Center for Houston's Future. Photo via Getty Images

New report calls for Houston health care community to take action amid climate change

time for action

A new report underscores an “urgent need” for health care systems in the Houston area to combat climate change and avoid an environmental “code blue.”

“By adopting collaborative strategies and leveraging technological innovations, health care providers can play a pivotal role in safeguarding the health of Houston’s residents against the backdrop of an evolving climate landscape,” says the report, published by the Center for Houston’s Future.

Among the report’s recommendations are:

  • Advocate for policies that promote decarbonization.
  • Create eco-friendly spaces at hospitals and in low-income communities, among other places.
  • Recruit “champions” among health leaders and physicians to help battle climate change.
  • Establish academic programs to educate health care professionals and students about climate health and decarbonization.
  • Bolster research surrounding climate change.
  • Benchmark, track, and publish statistics about greenhouse gas emissions “to foster accountability and reduce environmental impacts of the health care sector.” The report notes that the U.S. health care sector emits 8.5 percent of the country’s greenhouse gases.

“By embracing collaborative strategies, acting with urgency and implementing sustainable practices, our region’s health care providers can play a pivotal role in creating a healthier, more resilient Houston,” says Brett Perlman, outgoing president and CEO of the Center for Houston’s Future. “If we work together, given all the collective wisdom, resources and innovation concentrated in our medical community, we can tackle the challenges that are confronting us.”

The report highlights the threat of climate-driven disasters in the Houston area, such as extreme heat, floods, and hurricanes. These events are likely to aggravate health issues like heatstroke, respiratory illnesses, cardiovascular diseases, and insect-borne diseases, says the report.

St. Luke’s Health, a nonprofit health care system with 16 hospitals in the Houston area and East Texas, provided funding for the report.

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This article originally ran on EnergyCapital.

Researchers at Baylor College of Medicine’s Human Genome Sequencing Center have trained an AI assistant to explain genetic test results to patients. Photo via Getty Images

Houston researches tap into GenAI for communicating genetic test results

hi, tech

Artificial intelligence in the health care setting has a lot of potential, and one Houston institution is looking into one particular use.

Researchers at Baylor College of Medicine’s Human Genome Sequencing Center have trained an AI assistant to explain genetic test results to patients. According to findings published in the Journal of the American Medical Informatics Association (JAMIA), the team has developed generative AI to understand and interpret genetic tests. They have also tested its accuracy against Open AI’s ChatGPT 3.5.

“We created a chatbot that can provide guidance on general pharmacogenomic testing, dosage implications, and the side effects of therapeutics, and address patient concerns,” explains first author Mullai Murugan in a press release. Murugan is director of software engineering and programming at the Human Genome Sequencing Center. “We see this tool as a superpowered assistant that can increase accessibility and help both physicians and patients answer questions about genetic test results.”

The initial chatbot training specifically targeted pharmacogenomic testing for statins, meaning a patient’s potential response to cholesterol-lowering drugs, as dictated by genetics.

Murugan explains why they decided to create their own chatbot in the key publication on statin pharmacogenomics was published in May 2022, four months after the training cutoff date for ChatGPT 3.5 in January 2022. Alternatively, her team’s technology uses Retrieval Augmented Generation (RAG) and was trained on the most recent guidelines.

How did the two AI assistants compare? Four experts on cardiology and pharmacogenomics rated both chatbots based on accuracy, relevancy, risk management, and language clarity, among other factors. Though the AI scored similarly on language clarity, Baylor’s chatbot scored 85 percent in accuracy and 81 percent in relevancy compared to ChatGPT’s 58 percent in accuracy and 62 percent in relevancy when asked questions from healthcare providers.

“We are working to fine-tune the chatbot to better respond to certain questions, and we want to get feedback from real patients,” Murugan says. “Based on this study, it is very clear that there is a lot of potential here.” Nonetheless, Murugan emphasized that there is much work still to be done before the program is ready for clinical applications. That includes training the chatbot to explain results in the language used by genetic counselors. Funds from the NIH’s All of Us Research Program helped to make the research possible.

Ayse McCracken, founder of Ignite Healthcare Network, joins the Houston Innovators Podcast to discuss how she's growing her impact on female health tech founders. Photo via LinkedIn

Houston health tech leader to expand accelerator to continue connecting female founders

HOUSTON INNOVATORS PODCAST EPISODE 203

With a decades-long career in health care, Ayse McCracken's most recent professional chapter has been laser focused on finding, supporting, and accelerating female-founded startups in health tech with her nonprofit, Ignite Healthcare Network.

Originally founded in 2017 as a pitch competition, Ignite has evolved to become an active and integral program for female health tech entrepreneurs. Ninety-one founders have graduated from Ignite and gone on to raise over $550 million in funding for their ventures. Currently, Ignite has 19 women in its 2023 cohort, which concludes November 9 with the annual Fire Pitch competition.

"Having an impact in the health care industry and finding solutions is important to me," McCracken says of her passion for Ignite on this week's episode of the Houston Innovators Podcast. "The second aspect of that is there are so many women in health care, and yet you don't see them in leadership roles."

With Ignite, McCracken is actively seeking out these potential female leaders, and giving them the support — through mentorship, programming, and networking opportunities — they need to grow their business.

Each year, McCracken explains, she's pushing the envelope with what she can accomplish with Ignite. This year, she hosted a new event in Dallas to reach female founders there, and coming soon, Ignite will launch a platform that will extend its relationship with its founders and keep them looped in with potential customers, mentors, investors, and more.

"We're in the process of building our own platform that continues to connect our ecosystem so that we're not just an episode in the journey of an entrepreneur, but that we have the ability to help them along their path," McCracken says. "That path is a rollercoaster for a variety of reasons — whether it's gender or market related — and if we help to provide a community that can provide support for companies that have promise, our goal is to, over time, triple the money that female entrepreneurs are getting."

But McCracken says she wants Ignite to do more than just find investors for her network of founders.

"Success to me isn't just getting people an early stage investment," she explains. "Success to me is getting companies that actually commercialize, get their products in the market, and that they are actually making an impact on health wellbeing, patients, and so forth."

McCracken shares more about the future of Ignite on the podcast. Listen to the interview here — or wherever you stream your podcasts — and subscribe for weekly episodes.

As the health care industry continues to evolve, experience management technology will play an increasingly important role in addressing health equity gaps and improving the health and well-being of patients across the globe. Photo via Getty Images

Houston expert: How technology can be used to bridge the health equity gap

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Progressively over the last decade, the health care industry has become increasingly aware of the role that social determinants of health play in the health outcomes of patients.

Social determinants of health, or SDOH, are the conditions in which people are born, grow, live, work, and age, and they have a significant impact on a person's health and well-being. Examples of SDOH include income, education level, housing, and access to healthy food.

One of the key challenges facing health care organizations and providers is how to address health equity gaps, which are the differences in health outcomes between different populations. Health equity gaps are often caused by social determinants of health, and they can be particularly pronounced among vulnerable populations such as low-income communities, racial and ethnic minorities, and those living in rural areas.

Experience management technology has emerged as a powerful tool for addressing these equity gaps. This technology uses feedback, behaviors, and other relevant SDOH data in order to understand the unique needs of different populations and develop targeted interventions to improve their health outcomes.

One of the key ways that experience management technology can help decrease health equity gaps is by segmenting populations by social determinants of health. By collecting data on patients' demographics, such as their age, race, income, and education level, health care organizations can gain a better understanding of the SDOH that are most relevant to each population. This information can be used to develop personalized actions that address the specific needs of each population, rather than relying on a one-size-fits-all approach.

For example, health care organizations could use experience management technology to gather feedback from patients on their access to healthy food. By segmenting the patient population by zip code, health care organizations could identify patients in rural areas who do not have easy access to quality care facilities and providers. These patients could then be targeted with interventions such as transportation assistance programs or care coordination programs, which could help address their specific needs.

In addition to segmenting populations by social determinants of health, experience management technology can also help health care organizations gather insights into patient behaviors. By integrating data on patients' health behaviors, such as adherence to treatment or missed appointments, health care organizations can develop targeted interventions that encourage healthy behaviors.

For example, health care providers could use experience management technology to collect data on patients' treatment habits. Patients who report low adherence to treatment could be targeted with interventions such as treatment education programs or care coaching, which could help them develop healthier habits over time.

Finally, experience management technology can help health care organizations gain insight into their patient’s end to end journey. By integrating data from multiple sources, such as electronic health records, patient feedback, and social determinants of health data, health care organizations can develop a more comprehensive understanding of patients' health needs and brand expectations. This unified illustration allows health care organizations to improve business outcomes such as lower readmission rates, and create loyal patients that will refer their friends and family in the most important and sensitive moments in their lives.

In conclusion, experience management technology has emerged as a powerful tool for addressing health equity gaps by segmenting populations by social determinants of health, understanding and acting on their unique needs through feedback, behaviors, and dynamic integrations. By leveraging this technology, health care organizations can develop unique solutions that improve the health outcomes of vulnerable populations, such as low-income communities, racial and ethnic minorities, and those living in rural areas.

As the health care industry continues to evolve, experience management technology will play an increasingly important role in addressing health equity gaps and improving the health and well-being of patients across the globe.

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Ariel Jones is the head of health care provider solution strategy for Qualtrics XM, an American Experience Management company providing software solutions for customer and employee experience.

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Air taxis to land in 'Texas triangle' of Houston, Austin, DFW next year

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San Jose, California-based aerospace company Archer Aviation is bringing its air-taxi system to the “Texas triangle” of Houston, Austin and Dallas-Fort Worth.

Currently, the planned zero-emission electric air taxi networks will use Archer’s Midnight air taxi to “turn 60- to 90-minute drives to major airports, business districts and major destinations into 10- to 20-minute flights,” the company said in a news release. Archer plans to begin flights in the Texas triangle next year.

The Midnight air taxi is an all-electric vertical takeoff and landing (eVTOL) aircraft. It can carry four passengers and a pilot and is designed for consecutive flights of about 20 miles.

Archer cites the Texas triangle as one of the busiest and fastest-growing “megaregions” in the country due to its proximity to coastal regions, major airports, and a number of business districts.

Archer Chief Commercial Officer Nikhil Goel described the air taxi experience to CW Houston as “100 times quieter than a helicopter for the price of an Uber Black.” She added that the air taxis are a combination of a helicopter, a small airplane and a drone.

In Houston, Archer’s air taxi network will aim to connect George Bush Intercontinental, William P. Hobby and Sugar Land Regional Airport with downtown destinations, including the Thompson Hotel helipad, and Galveston.

In Austin, it plans to link the city's Austin-Bergstrom International Airport and Austin Executive Airport with the F1 Circuit Helipad at the Circuit of the Americas. Archer debuted its Midnight aircraft at the F1 Prix in the Fan Zone and the F1 Paddock at Austin’s Circuit of the Americas. The Dallas-Fort Worth network is slated to include Dallas-Fort Worth International Airport, Dallas Love Field, Addison Airport, Arlington Municipal Airport, Fort Worth Meacham International Airport and Perot Field Fort Worth Alliance Airport, plus major business hubs like Frisco Station.

“Texas is setting the bar for America’s leadership in the next generation of aviation,” Adam Goldstein, founder and CEO of Archer Aviation, said in the release. “Our planned networks will make the benefits of electric air taxis real for Texans — trading hours in traffic for minutes in the air, while connecting the biggest airports, business districts and sporting hubs in ways that America’s largest megaregion needs to grow.”

Archer is working with state and local partners to develop charging infrastructure and plans to pursue Texas operations through the White House’s eVTOL Integration Pilot Program, according to the release. It recently completed its "No Roads" flight tour, which included multiple flights over the San Francisco Bay, and flew to seven cities over three days.

5 Houston deep tech startups pushing the boundaries of their industries

meet the finalists

Houston has long been at the forefront of innovation, from NASA’s Johnson Space Center to its startup ecosystem using technology to disrupt industries.

As part of the 2026 Houston Innovation Awards, our Deep Tech Business category will honor an innovative startup providing technology solutions based on substantial scientific or engineering challenges, including those in the AI, robotics and space sectors.

Five deep tech companies have been named finalists for the 2026 award.

Read more about these businesses, their founders and their breakthrough technologies below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Casimir

Battery tech startup Casimir develops semiconductor chips that produce continuous electrical power straight from the quantum vacuum, without the need for a battery, cord or external charge source. The company is targeting commercialization for its first-generation MicroSparc chip by 2028.

Harold “Sonny” White founded Casimir in 2023 after nearly two decades at NASA. The company emerged from stealth with a $12 million seed round in 2026. It was also awarded an STTR Phase I contract from the U.S. Space Force's SpaceWERX to support the development of the company's solid-state generator for potential use by the Department of the Air Force earlier this year.

FocisAI

Artificial intelligence startup FocisAI helps refinery owner-operators unlock actionable insights from 3D scans and images.

FocisAI was founded by CEO Tyler Wooten, COO Colin Snell and CTO Kyle Snell in 2026. It is a member of Greentown Labs and launched a seed round in September, which is expected to close by the end of the year, according to the company's application. It has rolled out 10 pilot programs and is looking to move into recurring, facility-scale deployments and scale its team in Houston this year.

Machine Saver Inc.

Industrial tech startup Machine Saver Inc. builds wireless and wired vibration and proximity sensors to tell heavy industry when a machine is about to fail. The company's technology runs on an 8-plus-year battery life and helps operators reduce downtime, improve maintenance and extend equipment life.

Machine Saver was founded by CEO Colton Bach and Quentin Bach in 2013. Its customers and partners include Houston Methodist, Blue Bell, Genemco, as well as energy and heavy industry, food and beverage, and cold chain companies, according to its application. The company is raising a Series A.

Square Robot

Energytech startup Square Robot develops and operates submersible inspection robotics that inspect aboveground storage tanks while they remain in service. The robots reduce downtime and costs, improve worker safety and limit hydrocarbon emissions.

Square Robot launched its Houston office in 2019 and closed a Series B in 2025. It plans to complete its first U.S. Navy demonstrator tank in November and is also developing real-time inspection software.

Venus Aerospace

Spacetech company Venus Aerospace is developing a high-thrust rotating detonation rocket engine (RDRE) that replaces the subsonic combustion used in conventional rocket engines. The RDRE is a compact, simpler engine that can deliver up to 15 percent greater efficiency for defense and space applications. It completed its first U.S. flight test of the engine last summer.

Venus Aerospace was founded in 2020 by CEO Cassie Duggleby and CTO Andrew Duggleby. It raised a $20 million Series A in 2022 and $42 million Series A2 in 2025. It closed a $91 million Series B earlier this year and expanded its leadership team. The company is working toward longer-duration and higher-thrust testing and advancing its flight program.

Houston leads U.S. with the biggest surge in millionaire renters

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The number of millionaire renters and homeowners in the U.S. has surged over the last five years, and Houston has soared ahead of the rest with the largest growth rate among these affluent renter households.

Houston leads the nation with the No. 1 increase in millionaire renters from 2020 to 2024, a new RentCafe study found. The number of these wealthy households increased from 18 to 232 over the last five years, representing a 1,189 percent growth rate.

"The pandemic accelerated the shift as remote work pushed the wealthy to relocate to lower-tax metros like Houston, where millionaire renters grew 13-fold, versus 3.9-fold for owners," the report said. "Granted, 232 households is still a tiny fraction of the Houston metro’s roughly 2.7 million households, but the growth rate far outpaces any other major metro."

Nationwide, the number of millionaire renter households grew 229 percent from 2020 to 2024, outpacing the 193 percent growth rate among millionaire homeowners.

Dallas was the only other Texas metro to crack the top 10. The number of millionaire renter households in North Texas has more than quintupled, from just 30 in 2020 to 165 in 2024. That represents a growth rate of 450 percent, which — surprisingly — is only the eighth highest nationwide.

But when it comes to the largest populations of millionaire renters, New York City and San Francisco still lead the way. New York claimed the No. 1 spot with nearly 7,300 millionaire renters living in the city in 2024. Houston ranked 12th on that list.

Elsewhere in Texas, Austin and Dallas ranked as the 16th and 17th, respectively, for the largest population of millionaire renters. There were 206 millionaire renters living in Austin in 2024, and 165 in Dallas.

This is who the typical millionaire renter is
The report also revealed a surprising statistic about the typical millionaire renter in the U.S. — a lot of them are millennials working in "white-collar, high-earning fields."

"Nearly half (49 percent) of millionaire renters are Millennials, and the number of affluent Millennial renter households surged 392 percent during the five-year period," the report said. "Gen X follows with 33 percent of millionaire Gen X households renting after increasing by 147 percent."

The report continued, "Although Gen Z still represents a small share of millionaire renters (just 2 percent of the total), no generation has expanded faster: Gen Z millionaire renter households leaped from fewer than a dozen to more than 400 — a tiny cohort today, but one that was virtually nonexistent five years ago."

The top three most common professions for millionaire renters are chief executives, software developers, and managers, the report additionally found. In Houston, the surge of wealthy newcomers are mostly executives, professional athletes, and entertainers.

"These roles tend to generate steady, substantial income without necessarily tying workers to one location, making renting a practical fit, rather than a financial necessity," the report said.

Hotspots for millionaire homeowners
In RentCafe's separate list comparing the top 10 most popular U.S. metros for millionaire homeowners, Houston ranked 12th nationally with 4,374 millioniare homeowners living in the metro as of 2024. These wealthy Houstonians are most likely working as chief executives, physicians, managers, and lawyers and judges.

Houston has already proven to be a hotspot for millennial homebuyers, and the latest RentCafe data says millennials make up 19 percent of all millionaire homeowners in the U.S. Gen Xers and Baby Boomers still maintain the largest shares of millionaire homeowners nationwide, at 45 and 33 percent, respectively.

Dallas (No. 10) and Austin (No. 20) also appeared among the hottest metros for millionaire homeowners.

Only one Texas city appeared among RentCafe's list of the 20 fastest-growing metros for millionaire homeowners: College Station ranked 13th nationwide with a growth rate of 1,329 percent. From 2020-2024, the number of millionaire homeowners residing in College Station grew from 14 to 200.

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This article originally appeared on CultureMap.com.

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