After an IPO, zip codes close to a company's headquarters see certain home prices and consumer spending rise, while more new businesses and jobs are created. Photo via Pexels

A massive company announces plans to bring its headquarters to town, and the locals can't stop grumbling. The added traffic. The noise. The shifts in neighborhood routine as a giant new facility gets up and running.

Then the company files for an IPO.

Over the next two years, the traffic and dust may well be forgotten as residents watch their local economy transform. Anecdotal evidence suggests that the mere change in a company's listing status, along with the liquidity it brings its shareholders, can significantly influence local economies.

That was certainly the case with Facebook in 2012, when CEO Mark Zuckerberg helped create a thousand new millionaires and a dozen new billionaires. In the six months following Facebook's IPO, the newly rich drove up real estate prices in the San Francisco Bay area by more than 15 percent as their previously illiquid stock wealth became liquid. Two and a half decades earlier, Dell's 1988 IPO created "Dellionaires" who got rich off their shareholdings and promptly moved into McMansions in the Austin area, forever changing the city.

But were these spillover effects isolated incidents — or the norm? In a recent study, Rice Business professor Alexander W. Butler set out quantify the impact of spillover effects on local economies.

Collaborating with Larry Fauver of the University of Tennessee and Ioannis Spyridopoulos of American University, Butler found that Facebook's and Dell's impacts were not one-offs: IPOs typically spark significant positive spillovers in local economies. What's more, the team determined that it is the listing decision, rather than actual capital raising, that boosts local labor markets, business environments, consumer spending and real estate.

But why? An IPO doesn't create a new company. It does, however, generate significant liquidity for the firm, for employees and for other shareholders who go forth into the community to spend their new cash. Investors' wealth also rises if a firm's stock price climbs after listing, as does a firm's wealth as it raises new capital.

To be certain that it's not just a firm's raising of capital that causes these spillovers, Butler and his team also looked at the effects of seasoned equity offering (SEO) activity, which doesn't involve a change in a company's listing status. What they found is that the effect of SEOs on local economies is insignificant. So capital raising alone is not enough.

To reach their conclusions, Butler and his colleagues selected 1,365 zip codes that had at least one IPO between 1998 and 2015. (The years 1999, 2000 and 2003 were excluded due to a lack of income data at the zip code level.) They also identified zip codes that were two miles, five miles and ten miles from a newly public company's headquarters.

Then they compared their selected zip codes to control zip codes in the same county using a matching process to compare "apples to apples." The team compared figures such as changes in home prices, the number of new mortgages, zip code business patterns, credit card spending, and income and wages for the two years following an IPO.

Analyzing these data, they found that when an IPO occurs, each $10 million in proceeds leads to an extra 0.7 new businesses in the surrounding area and 41 new local jobs. And while the price of expensive homes in the newly public company's zip code didn't increase, the prices of expensive homes in other zip codes within two miles of headquarters did rise — by $3,900 for the average expensive home valued at $590,000.

Prices were also higher in zip codes two to five miles away from headquarters, but less so. Growth of home prices, they discovered, gets a boost after the lockup period ends and shareholders can sell their stock, supporting the hypothesis that changes in investor liquidity cause that spillover. Further evidence of this came when they found that home prices climb even more when a firm's stock price jumps after the IPO.

But IPOs are not all good news for communities. Findings also showed IPO activity increases the odds that middle- to lower-income residents may have to move to lower-income zip codes. In the years following Facebook's IPO, workers in the Bay area such as police officers, teachers and firefighters were priced out of the housing market and relegated to long commutes to work.

Facebook has taken notice. The Chan Zuckerberg Initiative, a charitable foundation Zuckerberg cofounded with his wife, Priscilla Chan, has donated $3.6 million toward the city's housing crisis.

As future companies go public, leaders could be well served to recognize Butler's team's findings. Yes, when their firm gains better access to financial markets, they're really are helping lift up the local economy — just not everyone who's living in it.

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This article originally ran on Rice Business Wisdom and is based on research from Alexander W. Butler, a professor of finance at Jones Graduate School of Business at Rice University.

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Houston researchers develop material to boost AI speed and cut energy use

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A team of researchers at the University of Houston has developed an innovative thin-film material that they believe will make AI devices faster and more energy efficient.

AI data centers consume massive amounts of electricity and use large cooling systems to operate, adding a strain on overall energy consumption.

“AI has made our energy needs explode,” Alamgir Karim, Dow Chair and Welch Foundation Professor at the William A. Brookshire Department of Chemical and Biomolecular Engineering at UH, explained in a news release. “Many AI data centers employ vast cooling systems that consume large amounts of electricity to keep the thousands of servers with integrated circuit chips running optimally at low temperatures to maintain high data processing speed, have shorter response time and extend chip lifetime.”

In a report recently published in ACS Nano, Karim and a team of researchers introduced a specialized two-dimensional thin film dielectric, or electric insulator. The film, which does not store electricity, could be used to replace traditional, heat-generating components in integrated circuit chips, which are essential hardware powering AI.

The thinner film material aims to reduce the significant energy cost and heat produced by the high-performance computing necessary for AI.

Karim and his former doctoral student, Maninderjeet Singh, used Nobel prize-winning organic framework materials to develop the film. Singh, now a postdoctoral researcher at Columbia University, developed the materials during his doctoral training at UH, along with Devin Shaffer, a UH professor of civil engineering, and doctoral student Erin Schroeder.

Their study shows that dielectrics with high permittivity (high-k) store more electrical energy and dissipate more energy as heat than those with low-k materials. Karim focused on low-k materials made from light elements, like carbon, that would allow chips to run cooler and faster.

The team then created new materials with carbon and other light elements, forming covalently bonded sheetlike films with highly porous crystalline structures using a process known as synthetic interfacial polymerization. Then they studied their electronic properties and applications in devices.

According to the report, the film was suitable for high-voltage, high-power devices while maintaining thermal stability at elevated operating temperatures.

“These next-generation materials are expected to boost the performance of AI and conventional electronics devices significantly,” Singh added in the release.

Houston to become 'global leader in brain health' and more innovation news

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Editor's note: The most-read Houston innovation news this month is centered around brain health, from the launch of Project Metis to Rice''s new Amyloid Mechanism and Disease Center. Here are the five most popular InnovationMap stories from December 1-15, 2025:

1. Houston institutions launch Project Metis to position region as global leader in brain health

The Rice Brain Institute, UTMB's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department will lead Project Metis. Photo via Unsplash.

Leaders in Houston's health care and innovation sectors have joined the Center for Houston’s Future to launch an initiative that aims to make the Greater Houston Area "the global leader of brain health." The multi-year Project Metis, named after the Greek goddess of wisdom and deep thought, will be led by the newly formed Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department. The initiative comes on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT). Continue reading.

2.Rice University researchers unveil new model that could sharpen MRI scans

New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI. In a study published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Continue reading.

3. Rice University launches new center to study roots of Alzheimer’s and Parkinson’s

The new Amyloid Mechanism and Disease Center will serve as the neuroscience branch of Rice’s Brain Institute. Photo via Unsplash.

Rice University has launched its new Amyloid Mechanism and Disease Center, which aims to uncover the molecular origins of Alzheimer’s, Parkinson’s and other amyloid-related diseases. The center will bring together Rice faculty in chemistry, biophysics, cell biology and biochemistry to study how protein aggregates called amyloids form, spread and harm brain cells. It will serve as the neuroscience branch of the Rice Brain Institute, which was also recently established. Continue reading.

4. Baylor center receives $10M NIH grant to continue rare disease research

BCM's Center for Precision Medicine Models has received funding that will allow it to study more complex diseases. Photo via Getty Images

Baylor College of Medicine’s Center for Precision Medicine Models has received a $10 million, five-year grant from the National Institutes of Health that will allow it to continue its work studying rare genetic diseases. The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments. Continue reading.

5. Luxury transportation startup connects Houston with Austin and San Antonio

Shutto is a new option for Houston commuters. Photo courtesy of Shutto

Houston business and leisure travelers have a luxe new way to hop between Texas cities. Transportation startup Shutto has launched luxury van service connecting San Antonio, Austin, and Houston, offering travelers a comfortable alternative to flying or long-haul rideshare. Continue reading.

Texas falls to bottom of national list for AI-related job openings

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For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”