The UTHealth Behavioral Sciences Center, set to open next year, will be unlike anything in Houston. Rendering courtesy of Perkins and Will

Film and TV portrayals of psychiatric hospitals have driven a narrative based in cold, clinical rooms and unwelcoming corridors. That picture couldn't be more inaccurate when it comes to Houston's first public mental health hospital in more than three decades. Breaking stigmas and setting a new bar for design, the UTHealth Behavioral Sciences Center is set to open its doors in late 2021.

UTHealth has brought on architecture firm Perkins and Will to design the upcoming mental health facility. The behavioral health campus will be the largest facility of its kind in the United States, becoming a place to train future physicians and specialists. Located near Texas Medical Center, the space will consist of two buildings connected by a glazed bridge, surrounded by a tranquil green space.

The 220,000-square-foot facility includes 264 new inpatient beds and will provide access to mental healthcare, substance use intervention and treatment, and medical care via integrated treatment programs.

"Knowing that behavioral and mental health is a critical aspect of one's holistic well-being, our team was thoughtful in approaching each design decision through research and with the interest of promoting health," says Diana Davis, principal and managing director of the Houston studio of Perkins and Will.

Creating the calm

Rendering courtesy of Perkins and Will

Each element in the space was created with the intention of creating a peaceful environment for patients and staff. From a warm color palette to scenic views, the architecture will play a role in soothing patients and offering a relaxing space.

"We were working directly with a researcher who had done a lot of work on the impact of lighting environments for helping to establish a stronger sense of circadian rhythm in the behavioral health environment," explains Davis.

Tunable lighting fixtures that can shift to warmer hues at certain times of day were one of the intentional designs featured throughout the space.

Insomnia can arise in various mental health disorders and can even be a side effect of certain medications. According to the National Alliance on Mental Illness, approximately 50 percent of insomnia cases are related to depression, anxiety or psychological stress.

"If you've ever suffered from a little bit of insomnia, you can imagine that that probably makes the treatment process that much harder. So anything we could do as design professionals to encourage a relaxing, sleeping space was very important," says Sarah Rolfvondenbaumen, a project architect at Perkins and Will.

Like light, sound can be a crucial element in creating an ambiance. The units in the UTHealth Behavioral Sciences Center is built for 24 patients — now imagine 24 patients talking in a room. "It could get very loud," says Rolfvondenbaumen, "We focused a lot on how to reduce that sound."

Rolfvondenbaumen explained how many hospital settings use two different types of acoustics that are "necessary to make a good space to be in." Sound transmission class (STC) is the measurement of how sound travels between two different spaces, and noise reduction coefficient (NRC) is a number value that describes the average sound absorption of material.

"We used a very high in our NRC ceiling tile where applicable. . .that really helps capture the sound that is bouncing around a room and displacing it instead of reflecting it back down," says Rolfvondenbaumen. The design also changes the planes of the space, avoiding the typical square layout and giving rooms non-90 degree angles.

Perkins and Will will also be collaborating with researchers at the UTHealth Science Center to research the impact of noise reduction. By comparing the space patients are in now vs. the new building, Davis hopes to conduct "a study that would show that, hopefully, by reducing the noise that we're also able to reduce adverse events and contribute to that healing environment."

Materials matter

Rendering courtesy of Perkins and Will courtesy of Perkins and Will

Outside of choosing noise-reducing materials, Perkins and Will made a commitment to using sustainable items within the facility.

"We had a very rigorous process of selecting the interior finishes to make sure that they were good for the environment or at least good for the people who are living in the space," says Rolfvondenbaumen.

Material health was a big priority because "in trying to heal people's minds and bodies, we weren't subjecting them to materials that themselves might be carcinogens or involve an excess of pollutants in the process of being created," explains Davis.

A welcoming space

Rendering courtesy of Perkins and Will

"It was really important to us in the design to deinstitutionalize the look of the building," explains Davis, "To try to keep the height down so that it felt a little less intimidating so that it felt more like it was a part of its community."

To help patients transition from the hospital setting into the outside world, the campus includes a therapy mall. Offering opportunities for patients to practice interacting in everyday life, the therapy mall was created to be used in a multitude of ways. It can serve as a salon, boutique, fitness center, movie night spot, or music therapy space.

"One of my favorite features of the building is that the way it is designed is that the shared treatment spaces that are kind of the amenity spaces that serve multiple units are located on the ground floor and all wrap around one of the courtyards," explains Davis.

The common areas like the therapy mall and dining room feature natural light and picturesque views of the tree-filled courtyard. "We were very intentional about making sure that the key locations of therapy all had that direct communication to the outdoors and that ability to see out," says Davis.

Staff perks

Rendering courtesy of Perkins and Will

The healthcare field, especially during a pandemic, can be a stressful environment with high rates of employee burnout. The CDC has even published extensive guides for healthcare workers and first responders to help overcome the stress caused by COVID-19 and the healthcare system.

More than solely a relaxing space for patients, the UTHealth Behavioral Sciences Center is designed to make work comfortable for staff members, too. The facility's Support Pavilion holds an education center as well as break rooms, on-call sleep rooms, and a mother's room for staff.

"The Support Pavilion has its own entrance so that people coming and going are preapproved," explains Rolfvondenbaumen, "They have a badge reader so that they don't have to go through security scrutinization that the public entrance has."

Planning ahead

Rendering courtesy of Perkins and Will

Every Houstonian is, unfortunately, familiar with the city's flooding woes. The UTHealth Behavioral Sciences Center project started post-Hurricane Harvey, so flooding was undoubtedly on the mind of the Perkins and Will team.

Evacuating a healthcare building is unideal, especially a psychiatric facility. Measures were taken to prevent flooding and keep the hospital running on generator power, so patients could stay safe in the building. Just below the hospital, the facility features underground storage tanks that could fill an Olympic-sized swimming pool.

While weather can be planned for, a global pandemic is far less predictable. While the project with UTHealth was started prior to the coronavirus, the space is intentionally designed to allow patients to have flexibility throughout. Patients can choose to be in larger group settings or separate themselves into a breakout room, lending itself to social distancing guidelines.

While it's unclear whether Houston will be dealing with the COVID-19 pandemic at the close of next year, research shows the lasting mental health struggles the virus is creating. Davis foresees this project contributing "in a much more significant way" due to the unfortunate "need for care that we will have following this [pandemic] because of the mental stress and strain."

While mental and behavioral health has long-held stigmas, the UTHealth Behavioral Sciences Center will be both "welcoming and inviting," says Davis.

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11 Houston researchers named to Rice innovation cohort

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The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”

Houston startup debuts new drone for first responders

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Houston-based Paladin Drones has debuted Knighthawk 2.0, its new autonomous, first-responder drone.

The drone aims to strengthen emergency response and protect first responders, the company said in a news release.

“We’re excited to launch Knighthawk 2.0 to help build safer cities and give any city across the world less than a 70-second response time for any emergency,” said Divyaditya Shrivastava, CEO of Paladin.

The Knighthawk 2.0 is built on Paladin’s Drone as a First Responder (DFR) technology. It is equipped with an advanced thermal camera with long-range 5G/LTE connectivity that provides first responders with live, critical aerial awareness before crews reach the ground. The new drone is National Defense Authorization Act-compliant and integrates with Paladin's existing products, Watchtower and Paladin EXT.

Knighthawk 2.0 can log more than 40 minutes of flight time and is faster than its previous model, reaching a reported cruising speed of more than 70 kilometers per hour. It also features more advanced sensors, precision GPS and obstacle avoidance technology, which allows it to operate in a variety of terrains and emergency conditions.

Paladin also announced a partnership with Portuguese drone manufacturer Beyond Vision to integrate its Drone as a First Responder (DFR) technology with Beyond Vision’s NATO-compliant, fully autonomous unmanned aerial systems. Paladin has begun to deploy the Knighthawk 2.0 internationally, including in India and Portugal.

The company raised a $5.2 million seed round in 2024 and another round for an undisclosed amount earlier this year. In 2019, Houston’s Memorial Villages Police Department piloted Paladin’s technology.

According to the company, Paladin wants autonomous drones responding to every 911 call in the U.S. by 2027.

Rice research explores how shopping data could reshape credit scores

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More than a billion people worldwide can’t access credit cards or loans because they lack a traditional credit score. Without a formal borrowing history, banks often view them as unreliable and risky. To reach these borrowers, lenders have begun experimenting with alternative signals of financial reliability, such as consistent utility or mobile phone payments.

New research from Rice Business builds on that approach. Previous work by assistant professor of marketing Jung Youn Lee showed that everyday data like grocery store receipts can help expand access to credit and support upward mobility. Her latest study extends this insight, using broader consumer spending patterns to explore how alternative credit scores could be created for people with no credit history.

Forthcoming in the Journal of Marketing Research, the study finds that when lenders use data from daily purchases — at grocery, pharmacy, and home improvement stores — credit card approval rates rise. The findings give lenders a powerful new tool to connect the unbanked to credit, laying the foundation for long-term financial security and stronger local economies.

Turning Shopping Habits into Credit Data

To test the impact of retail transaction data on credit card approval rates, the researchers partnered with a Peruvian company that owns both retail businesses and a credit card issuer. In Peru, only 22% of people report borrowing money from a formal financial institution or using a mobile money account.

The team combined three sets of data: credit card applications from the company, loyalty card transactions, and individuals’ credit histories from Peru’s financial regulatory authority. The company’s point-of-sale data included the types of items purchased, how customers paid, and whether they bought sale items.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says.

The final sample included 46,039 credit card applicants who had received a single credit decision, had no delinquent loans, and made at least one purchase between January 2021 and May 2022. Of these, 62% had a credit history and 38% did not.

Using this data, the researchers built an algorithm that generated credit scores based on retail purchases and predicted repayment behavior in the six months following the application. They then simulated credit card approval decisions.

Retail Scores Boost Approvals, Reduce Defaults

The researchers found that using retail purchase data to build credit scores for people without traditional credit histories significantly increased their chances of approval. Certain shopping behaviors — such as seeking out sale items — were linked to greater reliability as borrowers.

For lenders using a fixed credit score threshold, approval rates rose from 15.5% to 47.8%. Lenders basing decisions on a target loan default rate also saw approvals rise, from 15.6% to 31.3%.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says. “This approach benefits unbanked applicants regardless of a lender’s specific goals — though the size of the benefit may vary.”

Applicants without credit histories who were approved using the retail-based credit score were also more likely to repay their loans, indicating genuine creditworthiness. Among first-time borrowers, the default rate dropped from 4.74% to 3.31% when lenders incorporated retail data into their decisions and kept approval rates constant.

For applicants with existing credit histories, the opposite was true: approval rates fell slightly, from 87.5% to 84.5%, as the new model more effectively screened out high-risk applicants.

Expanding Access, Managing Risk

The study offers clear takeaways for banks and credit card companies. Lenders who want to approve more applications without taking on too much risk can use parts of the researchers’ model to design their own credit scoring tools based on customers’ shopping habits.

Still, Lee says, the process must be transparent. Consumers should know how their spending data might be used and decide for themselves whether the potential benefits outweigh privacy concerns. That means lenders must clearly communicate how data is collected, stored, and protected—and ensure customers can opt in with informed consent.

Banks should also keep a close eye on first-time borrowers to make sure they’re using credit responsibly. “Proactive customer management is crucial,” Lee says. That might mean starting people off with lower credit limits and raising them gradually as they demonstrate good repayment behavior.

This approach can also discourage people from trying to “game the system” by changing their spending patterns temporarily to boost their retail-based credit score. Lenders can design their models to detect that kind of behavior, too.

The Future of Credit

One risk of using retail data is that lenders might unintentionally reject applicants who would have qualified under traditional criteria — say, because of one unusual purchase. Lee says banks can fine-tune their models to minimize those errors.

She also notes that the same approach could eventually be used for other types of loans, such as mortgages or auto loans. Combined with her earlier research showing that grocery purchase data can predict defaults, the findings strengthen the case that shopping behavior can reliably signal creditworthiness.

“If you tend to buy sale items, you’re more likely to be a good borrower. Or if you often buy healthy food, you’re probably more creditworthy,” Lee explains. “This idea can be applied broadly, but models should still be customized for different situations.”

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This article originally appeared on Rice Business Wisdom. Written by Deborah Lynn Blumberg

Anderson, Lee, and Yang (2025). “Who Benefits from Alternative Data for Credit Scoring? Evidence from Peru,” Journal of Marketing Research.