How we describe inequality is significant because it impacts our view of who causes it and how society should address it. Photo via Getty Images

Look closely at any news article about inequality and you will quickly notice that there is more than one way to describe what is happening.

For example:

“In 2022, men earned $1.18 for every dollar women earned.”

“In 2022, women earned 82 cents for every dollar men earned.”

“In 2022, the gender wage gap was 18 cents per dollar.”

When pointing out differences in access to resources and opportunities among groups of people, we tend to use three types of language:

  1. Advantaged — Describes an issue in terms of advantages the more dominant group enjoys.
  2. Disadvantaged — Describes an issue in terms of disadvantages the less dominant group experiences.
  3. Neutrality — Stays general enough to avoid direct comparisons between groups of people.

The difference between these three lenses, referred to as “frames” in academic literature, may be subtle. We may miss it completely when skimming a news article or listening to a friend share an opinion. But frames are more significant than we may realize.

“Frames of inequality matter because they shape our view of what is wrong and what should be fixed,” says Rice Business Professor Sora Jun.

Jun led a research team that conducted multiple studies to understand which of the three frames people typically use to describe social and economic inequality. In total, they analyzed more than 19,000 mainstream media articles and surveyed more than 600 U.S.-based participants.

In Chronic frames of social inequality: How mainstream media frame race, gender, and wealth inequality, the team published two major findings.

First, people tend to describe gender and racial inequality using the language of disadvantage. For example, “The data showed that officers pulled over Black drivers at a rate far out of proportion to their share of the driving-age population.”

Jun’s team encountered the same rhetorical tendency with gender inequality. In most cases, people describe instances of gender inequality (e.g., the gender pay gap) in terms of a disadvantage for women. We are far more likely to use the statement “Women earned 82 cents for every dollar men earned” than “Men earned $1.18 cents for every dollar women earned.”

"We expected that people would use the disadvantage framework to describe racial and gender inequalities, and it turned out to be true,” says Jun. “We think that the reason for this stems from how legitimate we perceive different hierarchies to be.” Because demographic categories like gender and race are unrelated to talent or effort, most people find it unfair that resources are distributed unevenly along these lines.

On the other hand, Jun expected people to describe wealth inequality in terms of advantage rather than disadvantage. The public typically considers this form of inequality to be more fair than racial or gender inequality. “In the U.S., there is still a widespread belief in economic mobility — that if you work hard enough, you can change the socioeconomic group you are in,” she says.

But in their second major finding, she and fellow researchers discovered that the most common frame used to describe wealth inequality was no frame at all. We find this neutrality in statements like “Disparities in education, health care and social services remain stark.”

Jun is not sure why people take a neutral approach more frequently when describing wealth inequality (speaking specifically of economic classes outside of gender and race). She suspects it has something to do with the fact that we view wealth as a fluid and continuous spectrum.

The merits of the three frames are up for debate. Using the frame of disadvantage might seem to portray issues more sympathetically, but some scholars point to potential downsides. The language of disadvantage installs the dominant group as the measuring stick for everyone else. It may also put the onus of change on the disadvantaged group while making the problem seem less relevant to the dominant group.

“When we speak about the gender gap in terms of disadvantage, and helping women earn more compared to men, we automatically assume that men are making the correct amount,” says Jun. “But maybe we should be looking at both sides of the equation.”

On the other hand, Jun cautions against using a one-size-fits-all approach to describing inequality. “We have to be careful not to jump to an easy conclusion, because the causes of inequality are so vast,” she says.

For example, men tend to interrupt conversations in team meetings at higher rates than women. “Should we frame this behavior in terms of advantage or disadvantage, which naturally leads us to prompt men to interrupt less and women to interrupt more?” asks Jun. “We really don’t know until we understand the ideal number of interruptions and why this deviation is happening. Ultimately, how we talk about inequality depends on what we want to accomplish. I hope that through this research, people will think more carefully about how they describe inequality so that they capture the full story before they act.”

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This article originally ran on Rice Business Wisdom and was based on research from Sora Jun, Rosalind M. Chow, A. Maurits van der Veen and Erik Bleich.

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Bristol Myers Squibb to build $2.3B Houston pharma manufacturing campus

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New Jersey-based pharmaceutical giant Bristol Myers Squibb Co. has officially named Houston as the home of its new state-of-the-art manufacturing site.

The 60,000-square-foot facility represents a $2.3 billion investment, according to a news release. It is expected to create 500 skilled jobs and will be located in Houston's Generation Park.

BMS first announced that it was considering Houston among 16 other cities for the facility in May. The new hub will manufacture small molecule, biologic and antibody-drug conjugates and is part of a $40 billion commitment to invest in the United States over five years. Construction is slated to begin next year, with the facility coming online in 2030.

"We're building the domestic manufacturing capabilities needed to deliver the next generation of medicines and support future scientific breakthroughs. Houston and the state of Texas offer the talent, infrastructure, and partnership needed to help bring that vision to life," Christopher Boerner, CEO and board chair of BMS, said in the release.

The new facility will feature a modular, multi-modal design, which will allow the company to reconfigure and add to its manufacturing capabilities over time. BMS says it expects the facility to "(grow) in scale and capability well beyond its opening configuration."

"Our decision to build this state-of-the-art manufacturing campus in Houston, Texas, reflects our confidence in the region’s ability to support a world-class, digitally advanced supply operation,” Karin Shanahan, EVP and chief supply chain and operations officer of BMS, added in the release. “This facility is designed to deliver the speed, quality, and reliability that patients depend on, combining flexible, modular manufacturing with advanced digital capabilities to ensure consistent supply across multiple modalities. It strengthens our ability to operate with resilience and positions us to reliably deliver medicines to patients today while adapting future demands.”

Texas Gov. Greg Abbott shared that the state has granted BMS a $4.89 million Texas Enterprise Fund (TEF) grant for the project. TEF grants, administered by the Texas Economic Development & Tourism Office, support business relocation or expansion projects that create "new, good-paying jobs in the community and attract significant new capital investment to the state." The development is also a qualified project under the Texas Jobs, Energy, Technology, and Innovation (JETI) program.

“Texas is a global hub for life sciences, where today’s innovations shape the future of healthcare,” Abbott said in a news release. “This $2.3 billion investment by Bristol Myers Squibb in the dynamic biotech ecosystem in Houston is a testament to the depth of our skilled workforce and the pipeline of talent coming through our nation-leading technical colleges and research universities. With lower operating costs and easy access to markets across the U.S. and the world, Texas drives affordability for consumers.”

"Bristol Myers Squibb’s announcement is a tremendous win for Texas and the Houston region, further reinforcing our position as a premier destination for life sciences and advanced manufacturing,” added Greater Houston Partnership President and CEO Steve Kean.

Last fall, Eli Lilly and Co. selected Generation Park, a 4,300-acre, master-planned commercial district near Lake Houston, for its $6.5 billion manufacturing plant. More than 300 locations in the U.S. competed for the factory. Read more here.

Texas foundation makes massive $180M donation to Galveston hospital

historic gift

The University of Texas Medical Branch in Galveston (UTMB) has accepted a staggering $130 million grant from the Sealy & Smith Foundation, which, combined with the $50 million that the foundation donated in 2025 to establish the Department of Cardiovascular Medicine, is the largest bequest in UTMB history.

The grant will go to grow cardiovascular imaging, diagnosis, and treatment at UTMB by establishing an inpatient cardiovascular hub on the sixth floor of Jennie Sealy Hospital. In honor of the donation, the department is being renamed the Sealy Heart and Vascular Institute.

“The Sealy & Smith Foundation has a long history of investing in initiatives that transform health care for the people of Galveston and beyond,” said John Kelso, president of The Sealy & Smith Foundation Board of Directors. “We believe the Sealy Heart & Vascular Institute has the potential to redefine cardiovascular care in our region by bringing together exceptional physicians, advanced technology, innovative research and a commitment to improving patient outcomes. This additional investment reflects our confidence in UTMB’s vision and our belief that the Institute will have a lasting impact for generations to come.”

The Sealy & Smith Foundation was established in 1922 by John Sealy II and his sister Jennie Sealy Smith. Bolstered by the Sealy fortune built on shipping, oil, banking, and railroads, the Foundation has donated more than $1.2 billion to UTMB over the last century, linking the family legacy to healthcare, teaching, and research. It was John Sealy Sr. who contributed the initial $50,000 to build a hospital on the island, which opened right alongside the new medical school created by the state legislator in what was then Texas's largest and most economically powerful city.

Since then, the Foundation has helped grow UTMB into a world-class hospital. The cardiovascular care especially is well-regarded, making the 2025 Newsweek/Statista List of America's Best Hospitals.

“This extraordinary investment reflects The Sealy & Smith Foundation’s unwavering commitment to improving health and advancing medical excellence,” said Dr. Jochen Reiser, UTMB president and CEO of the UTMB Health System. “The partnership between UTMB and The Sealy & Smith Foundation is very strong. Built on generations of shared vision and trust, it continues to redefine what an academic health system can achieve. Together, we are building one of the nation’s premier cardiovascular programs integrating exceptional patient care, groundbreaking research, innovation and world-class education to improve the lives of patients throughout Texas and beyond.”

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This article originally appeared on CultureMap.com.

UTHealth Houston team joins NASA initiative to protect border drinking water

water watch

Climate change means far more to public health than living with hotter days. Transformations in our weather are contributing to challenges in accessing safe drinking water in some communities.

One of the most dire situations is along the US–Mexico border. The National Aeronautics and Space Administration (NASA) is seeking to address that issue with its Water Quality Applications program. An 11-researcher project led by a UTHealth Houston School of Public Health faculty member has been selected to participate.

“Drinking water is one of the most fundamental public health protections, but producing safe drinking water involves a delicate balance,” Yun Hang, assistant professor of environmental and occupational health sciences, said in a news release. Her team’s proposal was one of 93 that were submitted for funding through NASA’s Research Opportunities in Space and Earth Sciences (ROSES)-2025 program.

This is the first time that NASA has worked with a team devoted to water quality applications. The group, which includes researchers from across the nation, will use satellite observations of Earth, as well as hydrologic modeling, to potentially anticipate and act on water quality conditions as they change. Challenges addressed over the course of the three-year program, which kicked off in June, might include problems with water quality due to climate variability and increased pressure on water resources.

Hang’s team will focus on a pair of borderlands: Paso del Norte and the Rio Grande Valley.

“Working closely with El Paso Water ensures that our research addresses real operational needs while helping utilities better prepare for climate-related water quality changes and continue providing safe drinking water to communities across the Texas border region,” Hang added in the release.

She and the team will use data gathered by NASA on both past and future Earth-observing missions, which will allow them to track environmental changes that may affect source water quality. Combined with past water treatment records and hydrologic models, the team will also utilize artificial intelligence to develop predictive tools that aim to stop issues before they become larger hurdles to water safety.

Another one of the project’s goals is to create visualization tools and source water summaries that can be utilized by those without scientific expertise. The tools will be produced in English and Spanish to further broaden their accessibility.

The hope is that the materials made by the team will also go far beyond the border, with protocols that can be adapted or adopted by other areas dealing with water quality issues.