The study's findings are shedding light on further growing financial stress and affordability struggles throughout the U.S., likely heightened by inflation and cost of living increases. Photo via Getty Images

No one wants to hear that they aren't making enough money to be considered "middle class," but those income ceilings are getting more difficult to maintain year after year across the Houston area. And a new report has revealed The Woodlands has the No. 10 highest income ceiling for American middle class earners in 2024.

According to the 2024 edition of SmartAsset's annual "What It Takes to Be Middle Class in America" report, middle class households in The Woodlands would need to make between $91,548 and $274,670 a year to be labeled "middle class." Additionally, the suburb's median middle class household income comes out to $137,335 a year.

The report used a variation of Pew Research's definition of a middle class household, stating the salary range is "two-thirds to double the median U.S. salary." To determine income limits, the report analyzed data from the Census Bureau's 2022 one-year American Community Survey. New to the 2024 report, SmartAsset widened its analysis of income data from 100 to 345 of the largest American cities.

The Woodlands' middle class income thresholds are egregiously higher than the national average, the study found.

"In a large U.S. city, a middle-class income averages between $52,000 and $155,000," the report says. "The median household income across all 345 cities is $77,345, making middle-class income limits fall between $51,558 and $154,590."

Sugar Land was right behind The Woodlands, ranking No. 13 out of all 345 U.S. cities, with households needing to make between $88,502 and $265,532 a year to maintain their "middle class" status.

In a shocking turn of events, Houston plummeted into No. 254 this year after ranking among the top 100 in SmartAsset's 2023 report. At the time, a Houston household needed to make between $37,184 and $110,998 a year to be considered middle class. But the latest findings from the 2024 report show the necessary salary range to maintain a middle class designation in Houston is now between $40,280 and $120,852 a year.

The study's findings are shedding light on further growing financial stress and affordability struggles throughout the U.S., likely heightened by inflation and cost of living increases.

"As a middle-class American, there is some expectation for living a lifestyle of relative comfort," the report said. "But as costs have increased significantly over the last few years, the middle class is now feeling a squeeze in their finances."

Here’s what it takes to be middle class in other Houston-area cities:

  • No. 34 – Atascocita: between $71,748 and $215,266 a year
  • No. 39 – League City: between $69,904 and $209,734 a year
  • No. 45 – Pearland: between $69,990 and $206,992 a year
  • No. 211 – Conroe: between $43,814 and $131,456 a year
  • No. 273 – Pasadena: between $38,048 and $114,156 a year

Middle class income thresholds within the top 10 U.S. cities
The Woodlands wasn't the only Texas city to earn a spot in the top 10. Frisco, a suburb outside of Dallas, ranked two spots higher to claim No. 8 in the national comparison of U.S. cities with the highest income thresholds to be labeled middle class.

Middle class households in Frisco need to make between $97,266 and $291,828 a year, with the median household income at $145,914, according to the report.

Unsurprisingly, half of the top 10 cities with the highest middle class income ceilings are in California. The report found households in four of the five cities could be bringing in over $300,000 a year in income and still be classified as middle class.

California’s overall high cost-of-living means residents in the No. 1 city of Sunnyvale would need to make between $113,176 and $339,562 a year to be labeled middle class. Sunnyvale overtook Fremont for the top spot in the report in 2024.

The top 10 cities with the highest middle class ceilings are:

  • No. 1 – Sunnyvale, California
  • No. 2 – Fremont, California
  • No. 3 – San Mateo, California
  • No. 4 – Santa Clara, California
  • No. 5 – Bellevue, Washington
  • No. 6 – Highlands Ranch, Colorado
  • No. 7 – Carlsbad, California
  • No. 8 – Frisco, Texas
  • No. 9 – Naperville, Illinois
  • No. 10 – The Woodlands, Texas

The full report and its methodology can be found on smartasset.com.

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This article originally ran on CultureMap.

The median income in Houston grew more than 20 percent from 2010 to 2019. Photo by DenisTangneyJr/Getty Images

Here's how much Houston's household income grew over past decade

Money matters

Houston's household income jumped in the 2010s, but not as significantly as many other major U.S. metros, a new report shows.

Data compiled by apartment website RentCafé and published December 16 shows median household income inside the city of Houston (not the metro area) jumped 23.9 percent during the decade.

Houston ranks No. 40 for the rise in household income among the country's 50 largest cities. Houston's median household income grew from $42,355 in 2010 to $52,483 in 2019, according to RentCafé. For 2010 income, the website pulled data from the U.S. Census Bureau; it estimated 2019 household income based on a predicted 2.5 percent increase in the U.S. Consumer Price Index.

By comparison, the U.S. median household income stood at $63,179 in 2018, according to the Census Bureau, and Texas median household income checked in at $60,629.

"We're better off by almost all measures than we were 10 years ago," Carl Tannenbaum, chief economist for Northern Trust, told the Wall Street Journal in September. "But there are still some … flags that show that economic security remains more elusive for some families."

Only one Texas city ranked among the country's top 10. Austin, No. 8, saw a 54.6 percent hike during the decade, from $47,434 in 2010 to $73,332 in 2019.

As ranked by RentCafé, the top 10 cities for growth in median household income from 2010 to 2019 are:

  1. Atlanta, 60.9 percent
  2. San Francisco, 60.5 percent
  3. Oakland, California, 59.3 percent
  4. Seattle, 59.1 percent
  5. Portland, Oregon, 58.8 percent
  6. Miami, 57.1 percent
  7. Denver, 55.5 percent
  8. Austin, 54.6 percent
  9. San Jose, California, 50.9 percent
  10. Brooklyn, New York, 48.9 percent

Well down the ladder is Dallas, at No. 27. From 2010 to 2019, the city's median household income surged 31.6 percent — from $40,650 to $53,515.

At No. 38 is Fort Worth, where median household income increased 24.2 percent during the 10-year span — from $48,224 to $59,909.

San Antonio hovers close to the bottom of the 50-city list. Alamo City ranked 46th, with a 14.8 percent gain over the 10-year period. Median household income went from $43,758 to $50,250.

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This article originally ran on CultureMap.

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Rice University spinout lands $500K NSF grant to boost chip sustainability

cooler computing

HEXAspec, a spinout from Rice University's Liu Idea Lab for Innovation and Entrepreneurship, was recently awarded a $500,000 National Science Foundation Partnership for Innovation grant.

The team says it will use the funding to continue enhancing semiconductor chips’ thermal conductivity to boost computing power. According to a release from Rice, HEXAspec has developed breakthrough inorganic fillers that allow graphic processing units (GPUs) to use less water and electricity and generate less heat.

The technology has major implications for the future of computing with AI sustainably.

“With the huge scale of investment in new computing infrastructure, the problem of managing the heat produced by these GPUs and semiconductors has grown exponentially. We’re excited to use this award to further our material to meet the needs of existing and emerging industry partners and unlock a new era of computing,” HEXAspec co-founder Tianshu Zhai said in the release.

HEXAspec was founded by Zhai and Chen-Yang Lin, who both participated in the Rice Innovation Fellows program. A third co-founder, Jing Zhang, also worked as a postdoctoral researcher and a research scientist at Rice, according to HEXAspec's website.

The HEXASpec team won the Liu Idea Lab for Innovation and Entrepreneurship's H. Albert Napier Rice Launch Challenge in 2024. More recently, it also won this year's Energy Venture Day and Pitch Competition during CERAWeek in the TEX-E student track, taking home $25,000.

"The grant from the NSF is a game-changer, accelerating the path to market for this transformative technology," Kyle Judah, executive director of Lilie, added in the release.

5 ways technology is transforming the workplace for people with disabilities

Guest Column

When Camp For All opened its barrier-free gates more than 30 years ago, our founders believed that design could level the playing field for children and adults with challenging illnesses, disabilities, or special needs. Today, that same philosophy is necessary for workplaces across Greater Houston and beyond; only now the ramps and handrails are digital as much as physical, powered by artificial intelligence (AI) and innovation.

Technology has significantly transformed the workplace for individuals with disabilities, making it easier for them to perform their roles with greater efficiency and independence. Tools such as ergonomic workstations, adaptive keyboards, closed captioning, dictation software, screen magnifiers, and robotics help customize the work environment to accommodate various needs. Additionally, advancements in remote work technology have opened the door to broader employment opportunities, reducing physical barriers to participation in the workforce.

Here are five ways that technology turns “reasonable accommodation” into universal enablement and why every employer should take note.

From closed-captioning to real-time conversation

Ten years ago, businesses relied upon human typists and translators to convert conversations and presentations for those with disabilities. Today, AI speech-to-text engines like Microsoft 365’s Live Captions or Google Workspace’s Meet Transcripts render spoken words into on-screen text across 40-plus languages and dialects in milliseconds. This means deaf and hard-of-hearing employees can follow rapid brainstorming sessions without waiting for a post-meeting transcript.

If you are not already using these tools in your workplace, it is easy to start. Most of these services are free or very low-cost, but produce a high return in employee productivity. Individuals with hearing deficiencies can participate in real-time conversations, give feedback, and bring their unique perspectives to the conversation. These tools also enhance productivity for the larger team by providing all employees with a greater flow of ideas, engagement, and recall.

Voice is the new keyboard

Voice assistants like Siri, Alexa, and Windows Voice Access have matured into integrated tools for everyday life and business. They can now handle paragraph-length dictation, code snippets, and complex spreadsheet commands.

Workers with limited dexterity or sight can participate fully in work tasks, which can level the playing field so everyone can succeed and contribute significantly to the workplace. Additionally, voice-assisted technology can help older employees or employees with differing physical needs continue working longer and retain vital organizational knowledge and expertise, contributing to their team's success.

Readability and writing coaches at scale

The new and highly sensitive AI-powered editors, such as GrammarlyGO and Microsoft Editor, flag jargon, suggest plain-language rewrites, and even adjust tone for cognitive accessibility. This can be a game-changer for neurodivergent professionals, including people with dyslexia or ADHD, as they have to use less brain power decoding dense emails and can get help writing responses in their workplace correspondence.

Again, these free or low-cost tools enable all team members to contribute their unique ideas and perspectives when working together to address workplace challenges, better serve clients, and increase productivity.

Alternative text that captures context

Image-recognition models can now draft alt-text beyond “blue shirt on chair.” Tools like Adobe’s Intelligent Captioning or Meta’s Automatic Alt Text describe emotion, action, and even brand context, giving screen-reader users a richer experience.

Employees with blindness or low vision are more likely to navigate online documents, presentations, and requests independently. These technologies also reduce workloads on marketing teams and help them meet accessibility standards without extensive labor and time.

For businesses that want a varied workforce that brings multiple perspectives, these tools give them a power that hasn’t been harnessed before. If employees living with disabilities have more tools at their disposal, they can, in turn, target specific customers in new ways.

Robots and exoskeletons

Many of us remember The Jetsons cartoon show from the 1960s and how far-fetched their housekeeper robot Rosie seemed then. But now, affordable robots and wearable devices to support employees with spinal cord injuries, chronic pain, and disabilities are helping perform repetitive tasks and reducing strain for everyday work tasks.

These devices may revolutionize unemployment to full-time employment opportunities for many individuals. Devices like ABB’s GoFa and Ottobock’s Paexo can help employers reduce injury claims and retain skilled staff; it’s truly a win-win for employees and employers.


The impact is universal

Eight-foot-wide accessible sidewalks, like the ones we have at Camp For All, help wheelchair users, parents pushing a stroller, and travelers rolling luggage. Similarly, AI captions level the playing field for hearing-impaired colleagues, neurodiverse team members, aging professionals, and every employee skimming a meeting on mute. When we treat accessibility as an innovation driver rather than a compliance checklist, we unleash the potential of productivity, loyalty, and creativity throughout our organizations and companies.

Camp For All sees this throughout the year: when design removes barriers, people discover abilities they never knew they had. Let’s bring that spirit into every Houston boardroom and breakroom — because an inclusive workplace isn’t just the right thing, it’s the smart thing.

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Pat Prior Sorrells is president and CEO of Camp For All, a Texas-based nonprofit organization. Located in Burton, Texas, the 206-acre Camp For Allsite was designed with no barriers for children and adults with special needs to experience the joy of camping and nature. Camp For All collaborates with more than 65 nonprofit organizations across the Greater Houston area and beyond to enable thousands of campers and their families to discover life each year. She speaks regularly on the need for inclusive design in public spaces.

CPRIT grants $22M to bring top cancer researchers to Houston

fresh funding

Several prominent cancer researchers are coming to the Houston area thanks to $22 million in grants recently awarded by the Cancer Prevention and Research Institute of Texas (CPRIT).

The biggest CPRIT recruitment grant — $6 million — went to genetics researcher Jean Gautier. Gautier, a professor of genetics and development at Columbia University’s Institute for Cancer Genetics, is joining the University of Texas MD Anderson Cancer Center to continue his research.

The website for Gautier’s lab at Columbia provides this explanation of his research:

“The main objective of our research is to better understand the molecular mechanisms responsible for the maintenance of genome stability. These controls are lost in cancer, which is characterized by genomic instability.”

Aside from his work as a professor, Gautier is co-leader of the Herbert Irving Comprehensive Cancer Center’s Cancer Genomics and Epigenomics Program at Columbia.

Other recipients of CPRIT recruitment grants include:

  • $2 million to recruit Xun Sun from the Scripps Research Institute to the University of Texas Medical Branch at Galveston.
  • $2 million to recruit Mingqi Han from the University of California, Los Angeles to MD Anderson.
  • $2 million to recruit Matthew Jones from Stanford University to MD Anderson.
  • $2 million to recruit Linna An from the University of Washington to Rice University.
  • $2 million to recruit Alissa Greenwald from the Weizmann Institute of Science to MD Anderson.
  • $2 million to recruit Niladri Sinha from Johns Hopkins University to the Baylor College of Medicine.
  • $2 million for Luigi Perelli to stay at MD Anderson so he can be put on a tenure track and set up a research lab.
  • $2 million for Benjamin Schrank to stay at MD Anderson so he can be put on a tenure track and set up a research lab.

Over $20.2 million in academic research grants were awarded to researchers at:

  • Baylor College of Medicine
  • Houston Methodist Research Institute
  • Rice University
  • Texas Southern University
  • University of Houston
  • University of Texas Health Science Center at Houston
  • University of Texas MD Anderson Cancer Center
  • University of Texas Medical Branch at Galveston

In addition, nearly $4.45 million in cancer prevention grants were awarded to one researcher at the University of Texas Medical Branch at Galveston and another at Texas Southern University.

Also, five Houston businesses benefited from CPRIT grants for product development research:

  • Allterum Therapeutics, $2,999,996
  • CTMC, $1,342,178
  • Instapath, $900,000
  • Prana Surgical, $900,000
  • InformAI, $465,188

“Texas is a national leader in the fight against cancer,” said Kristen Pauling Doyle, CPRIT’s CEO. “We can measure the return on investment from CPRIT grants … not only in the economic benefits flowing from increased financial activity and jobs in the state, but more importantly in the cancers avoided, detected early, and treated successfully. Thanks to the Legislature’s vision, this commitment is saving lives.”

Overall, CPRIT approved 61 grants totaling more than $93 million in this recent round of funding.