White men file workplace discrimination claims but are less likely to face inequity than other groups

Source: The Conversation – USA – By Donald T. Tomaskovic-Devey, Professor of Sociology and Director of the Center for Employment Equity, UMass Amherst

In March 2025 the EEOC characterized DEI programs as potentially discriminatory against white men. Wong Yu Liang/Getty Images

In December 2025, Andrea Lucas, the chair of the U.S. Equal Employment Opportunity Commission, invited white men to file more sex- and race-based discrimination complaints against their employers.

“Are you a white male who has experienced discrimination at work based on your race or sex? You may have a claim to recover money under federal civil rights laws. Contact the @USEEOC as soon as possible,” she wrote in a post on X.

In February 2026, the EEOC began to investigate Nike on what the agency said was suspicion of discrimination against white workers.

Both initiatives followed the EEOC’s March 2025 characterization of diversity, equity and inclusion efforts, or DEI, as potentially discriminatory against white men. The EEOC characterization falls within the Trump administration’s larger pattern of calling DEI “illegal discrimination.”

At the Center for Employment Equity at the University of Massachusetts, we have done extensive research on who files discrimination charges with the EEOC.

Given the EEOC’s December 2025 solicitation for white men to file discrimination complaints, we revisited our prior research to see what is known about discrimination against white people and, in particular, what is known about white and white male discrimination charges registered with the EEOC.

As part of our research, the EEOC gave us access to discrimination charges submitted to the agency and state Fair Employment Practices Agencies from 2012 to 2016. By law, all U.S. employment discrimination claims must be submitted to the EEOC, or state agencies with equivalent roles, prior to any legal actions.

While the EEOC has a history of sharing its data with researchers stretching back to the 1970s, the EEOC stopped sharing current and historical data with researchers in 2016. As a result, we do not have any data on discrimination complaints after 2016. Judging by the EEOC’s yearly reports, the basic patterns have not changed much in the interim.

White men already file complaints

When we looked at all sex- and race-based discrimination charges received by the EEOC, unsurprisingly we found that men are much less likely than women to file sex-based discrimination charges. But white men do file about 10% of sex discrimination complaints. While Black, Hispanic and Asian male employees are more likely to file racial discrimination complaints, white men file about 9% of such complaints.

In the same study, when we compared legal charges filed with the EEOC to national survey data, we found that percentages submitting a legal complaint to the EEOC roughly correspond to the percentages of survey-reported experiences of discrimination at work. Together, these two findings suggest that white people generally, and white men in particular, were already filing employment discrimination charges.

A blonde-haired woman speaks in front of a microphone.
EEOC chair Andrea Lucas in December 2025 encouraged white men to file more discrimination complaints against their employers.
AP Photo/Mariam Zuhaib, File

Second, we did a deeper dive on sexual harassment charges. We found that while white men were 46% of the labor force, they filed 11% of sexual harassment charges and 11% of all other charges, most commonly tied to disability and age.

The general pattern is that, while white men already file discrimination charges, they are less likely to experience employment discrimination than other groups.

The risk of filing complaints

Charges filed with the EEOC can result in two types of benefits to the charging party: monetary settlements and mandated changes in workplace practices.

White men who filed sexual harassment charges received some benefit 21% of the time, lower than white women, at 29%. That’s also lower than Black women, 23%, and higher than Black men, 19%. The EEOC already receives discrimination charges from white men and, at least for sexual harassment, treats them similarly to other groups.

Most people who submit a discrimination charge do so to improve their employment experience and those of their co-workers. But submitting these claims to the EEOC or a state Fair Employment Practices Agency is a high-risk, low-reward act.

We found that, at least for sexual harassment, employers responded to white men’s complaints in much the same way as to other groups. White men who filed sexual harassment discrimination charges lost their job 68% of the time and experienced employer retaliation at about the same rate. Retaliation can include firing but also other forms of harassment at work, such as abusive supervision and close monitoring by human resource departments.

A swoosh logo is seen on a building.
The Nike logo is shown on a store in Miami Beach, Fla., on Aug. 8, 2017.
AP Photo/Alan Diaz, File

We found this pattern of employer retaliation and worker firings for all demographic groups that file any type of discrimination complaint. White men who file discrimination charges receive the same harsh treatment from their employers as any other group.

Urging more white men to submit discrimination complaints based on the perceived unfairness of DEI practices, as the EEOC has done, is likely to lead to job loss and retaliation from employers.

What will happen?

It’s possible that EEOC chair Lucas’ call for more discrimination charges from white men will increase the number of filings.

This is exactly what happened after 2012 when the EEOC ruled that the 1964 Civil Rights Act’s prohibition of sex discrimination also protected LGBTQ workers from sexual-orientation and gender-identity discrimination.

More concerning is the EEOC defining employer efforts to prevent discrimination and create inclusive workplaces as discrimination against white men.

In the end, all workers want to be treated fairly and with respect. Employer efforts to create such workplaces should be supported. It would be a better use of EEOC resources to support companies’ efforts to create such workplaces.

The Conversation

When this research was completed the authors received funding from the W.K.Kellogg Foundation, the U.S. National Science Foundation, and the U.S. Department of Labor.

When this research was completed the author received funding from the U.S. National Science Foundation, and the U.S. Department of Labor.

ref. White men file workplace discrimination claims but are less likely to face inequity than other groups – https://theconversation.com/white-men-file-workplace-discrimination-claims-but-are-less-likely-to-face-inequity-than-other-groups-273664

Cement has a climate problem — here’s how geopolymers with add-ins like cork could help fix it

Source: The Conversation – USA (2) – By Alcina Johnson Sudagar, Research Scientist in Chemistry, Washington University in St. Louis

Portland cement, widely used for concrete, is responsible for about 8% of global greenhouse gas emissions. Photovs/iStock/Getty Images Plus

Concrete is all around you – in the foundation of your home, the bridges you drive over, the sidewalks and buildings of cities. It is often described as the second-most used material by volume on Earth after water.

But the way concrete is made today also makes it a major contributor to climate change.

Portland cement, the key component of concrete, is responsible for about 8% of global greenhouse gas emissions. That’s because it’s made by heating limestone to high temperatures, a process that burns a large amount of fossil fuels for energy and releases carbon dioxide from the limestone in the process.

The good news is that there are alternatives, and they are gaining attention.

Portland cement: A greenhouse gas problem

Cementlike substances have been used in construction for thousands of years. Architects have found evidence of their use in the pyramids of Egypt and the buildings and aqueducts of the Roman Empire.

The Portland cement commonly used in construction today was patented in 1824 by Joseph Aspdin, a British bricklayer.

Modern cement preparation starts with crushing the excavated raw materials limestone and clay and then heating them in a kiln at around 2,650 degrees Fahrenheit (about 1,450 degrees Celsius) to form clinker, a hard, rocklike residue. The clinker is then cooled and ground with gypsum into a fine powder, which is called cement.

About 40% of the carbon dioxide emissions from cement production come from burning fossil fuels to generate the high heat needed to run the kiln. The rest come as the heat converts limestone (calcium carbonate) to lime (calcium oxide), releasing carbon dioxide.

In all, between half a ton and 1 ton of greenhouse gas is released per ton of Portland cement. Cement is a binding agent that, mixed with water, holds aggregate together to create concrete. It makes up about 10% to 15% of the concrete mix by weight.

Alternative technologies can lower emissions

As populations, cities and the need for new infrastructure expand, the use of cement is growing, making it important to find alternatives with lower environmental costs.

Concrete has seen the fastest growth among commonly used construction materials with rising population between 1950 and 2023
As population has increased, annual global Portland cement production has risen with it.
Hao Chen, et al., 2025, CC BY-NC-ND

Some techniques for reducing carbon dioxide emissions include substituting some of the clinker – the hard residue typically made from limestone – with supplementary materials such as clay, or fly ash and slag from industries. Other methods reduce the amount of cement by mixing in waste sawdust or recycled materials like plastics.

The long-term solution for reducing cement’s emissions, however, is to replace traditional cement completely with alternatives. One option is geopolymers made from earthen clay and industrial wastes.

Geopolymers: A more climate-friendly solution

Geopolymers can be made by mixing claylike materials that are rich in aluminum and silicon minerals with a chemical activator through a process called geopolymerization. The activator transforms the silicon and aluminum into a structure that will look like cement. All of this can happen at room temperature.

The major difference between cement and geopolymer is that cement is mainly made of calcium, whereas geopolymers are made of silicon and aluminum with some possible calcium in their structure.

Geopolymers offer advantages with lower number of steps, lower CO2 emission and lower water requirement over Portland cement
How the production of Portland cement and geopolymers compare.
Alcina Johnson Sudagar, CC BY-NC

These geopolymers have been found to possess high strength and durability, including resilience in freeze-thaw cycles and resistance to heat and fire, which are important requirements in construction. Studies have found that some geopolymers can provide comparable if not better strength than traditional cement and, because they don’t require heat the way clinker does, they can be produced with significantly lower greenhouse gas emissions.

Geopolymers can also be produced from a variety of raw materials rich in aluminum and silicon, including earthen clays, fly ash, blast furnace slag, rice husk ash, iron ore wastes and recycled construction brick waste. Geopolymer technology can be adapted depending on the clay or industrial waste locally available in a region.

A brief history of cement and geopolymers. Geopolymer International.

An added advantage of geopolymers is that changes to the mixture can produce a range of features.

For example, I and my co-researchers at the University of Aveiro in Portugal added a small amount of cork industry waste – the leftovers from creating bottle corks – to clay-based geopolymer and found it could improve the strength of the material by up to twofold. The cork particles filled the spaces in the geopolymer structure, making it denser, which increased the strength.

Similarly, additives such as sisal fibers from the agave plant, recycled plastic and steel fibers can change geopolymer properties. The additives do not participate in the geopolymerization process but act as fillers in the structure.

The structure of geopolymers can also be designed to act as adsorbents, attracting toxic metals in wastewater and capturing and storing radioactive wastes. Specifically, incorporating materials like zeolite that are natural adsorbents in the geopolymer structure can make them useful for such applications as well.

Where geopolymers are used now

Geopolymers have been used in many types of construction, including roads, coatings, 3D printing, coastal environmental protection, the steel and chemical industries, sewer rehabilitation and building radiation shielding and rocket launchpad and bunker infrastructure.

One of the earliest examples of a modern geopolymer concrete project was the Brisbane West Wellcamp airport in Australia.

It was built in 2014 with 70,000 metric tons of geopolymer concrete, which was estimated to have reduced the project’s carbon dioxide emissions by as much as 80%.

The geopolymer market is currently estimated to be between US$7 billion and $10 billion, with the largest growth in the Asia-Pacific region.

Analysts have estimated that the market could grow at a rate of 10% to 20% per year and reach about $62 billion by 2033.

In several countries, greenhouse gas regulations and green-building certifications are expected to support the continued growth of geopolymers in the construction industry.

Expanding the use of cement alternatives

The advantage of using industrial wastes in geopolymers is a double-edged sword, however. The composition of industrial wastes varies, so it can be difficult to standardize the processing methods. The geopolymer components need to be mixed in particular ratios to achieve desired properties.

Producing the activator for the geopolymer, typically done in chemical facilities, can raise the cost and contribute to the carbon footprint. And the long-term data about these materials’ stability is only now being developed given their newness. Also, these geopolymers can take longer to set than cement, though the setting time can be sped up by using raw materials that react quickly.

Developing cheaper, naturally available activators like agricultural waste rice husk with sustainable supply chains could help lower the costs and environmental impact. Also, printing the recipe on the raw material packaging could help simplify the job of determining the mixing ratio so geopolymers can be more widely used with confidence.

Even though geopolymer technology has some drawbacks, these low-carbon alternatives have great potential for reducing emissions from the construction sector.

The Conversation

Alcina Johnson Sudagar has received funding from GeoBioTec.

ref. Cement has a climate problem — here’s how geopolymers with add-ins like cork could help fix it – https://theconversation.com/cement-has-a-climate-problem-heres-how-geopolymers-with-add-ins-like-cork-could-help-fix-it-270354

How a largely forgotten Supreme Court case can help prevent an executive branch takeover of federal elections

Source: The Conversation – USA – By Derek T. Muller, Professor of Law, University of Notre Dame

Georgia General Election 2020 ballots are loaded by the FBI onto trucks at the Fulton County Election hub on Jan. 28, 2026, in Union City, Ga. AP Photo/Mike Stewart

The recent FBI search of the Fulton County, Georgia, elections facility and the seizure of election-related materials pursuant to a warrant has attracted concern for what it might mean for future elections.

What if a determined executive branch used federal law enforcement to seize election materials to sow distrust in the results of the 2026 midterm congressional elections?

Courts and states should be wary when an investigation risks commandeering the evidence needed to ascertain election results. That is where a largely forgotten Supreme Court case from the 1970s matters, a case about an Indiana recount that sets important guardrails to prevent post-election chaos in federal elections.

A clipping from a Nov. 4, 1970 newspaper with the headline 'Hartke in close battle for Senate.'
The day after Election Day in 1970, votes were very close in the Indiana election for U.S. Senate. A challenge to the outcome would lead to an important U.S. Supreme Court case.
The Purdue Exponent, Nov. 4, 1970

Congress’s constitutionally-delegated role

The case known as Roudebush v. Hartke arose from a razor-thin U.S. Senate race in Indiana in 1970. The ballots were cast on Election Day, and the state counted and verified the results, a process known as the “canvass.” The state certified R. Vance Hartke as the winner. Typically, the certified winner presents himself to Congress, which accepts his certificate of election and seats the member to Congress.

The losing candidate, Richard L. Roudebush, invoked Indiana’s recount procedures. Hartke then sued to stop the recount. He argued that a state recount would intrude on the power of each chamber, the Senate or the House of Representatives, to judge its own elections under Article I, Section 5 of the U.S. Constitution. That clause gives each chamber the sole right to judge elections. No one else can interfere with that power.

Hartke worried that a recount might result in ballots that could be altered or destroyed, which would diminish the ability of the Senate to engage in a meaningful examination of the ballots if an election contest arose.

But the Supreme Court rejected that argument.

It held that a state recount does not “usurp” the Senate’s authority because the Senate remains free to make the ultimate judgment of who won the election. The recount can be understood as producing new information – in this case, an additional set of tabulated results – without stripping the Senate of its final say.

Furthermore, there was no evidence that a recount board would be “less honest or conscientious in the performance of its duties” than the original precinct boards that tabulated the election results the first time around, the court said.

A state recount, then, is perfectly acceptable, as long as it does not impair the power of Congress.

In the Roudebush decision, the court recognized that states run the mechanics of congressional elections as part of their power under Article I, Section 4 of the U.S. Constitution to set the “Times, Places and Manner of holding Elections for Senators and Representatives,” subject to Congress’s own regulation.

At the same time, each chamber of Congress judges its own elections, and courts and states should not casually interfere with that core constitutional function. They cannot engage in behaviors that usurp Congress’s constitutionally-delegated role in elections.

The U.S. Capitol dome in a photo at night with a dark blue sky behind it.
Each chamber of Congress judges its own elections, with no interference by courts and states with that core constitutional function.
David Shvartsman, Moment/Getty Images

Evidence can be power

The Fulton County episode is legally and politically fraught not because federal agents executed a warrant – courts authorize warrants all the time – but because of what was seized: ballots, voting machines, tabulation equipment and related records.

Those items are not just evidence. They are also the raw materials for the canvassing of votes and certification of winners. They provide the foundation for audits and recounts. And, importantly, they are necessary for any later inquiry by Congress if a House or Senate race becomes contested.

That overlap creates a structural problem: If a federal investigation seizes, damages, or destroys election materials, it can affect who has the power to assess the election. It can also inject uncertainty into the chain of custody: Because ballots are removed from absentee envelopes or transferred from Election Day precincts to county election storage facilities, states ensure the ballots cast on Election Day are the only ones tabulated, and that ballots are not lost or destroyed in the process.

Disrupting this chain of custody by seizing ballots, however, can increase, rather than decrease, doubts about the reliability of election results.

That is the modern version of “usurpation.”

From my perspective as an election law scholar, Roudebush is a reminder that courts should be skeptical of executive actions that shift decisive control over election proof away from the institutions the Constitution expects to do the judging.

Congress doesn’t just adjudicate contests

A screenshot of a news story with a headline that says 'Congressional election observers deploy to Iowa for recount in uncalled House race.'
Congressional election observers were sent to Iowa in 2024 to monitor a recount.
Fox News

There is another institutional reason courts should be cautious about federal actions that seize or compromise election materials: The House already has a long-running capacity to observe state election administration in close congressional races.

The Committee on House Administration maintains an Election Observer Program. That program deploys credentialed House staff to be on-site at local election facilities in “close or difficult” House elections. That staff observes casting, processing, tabulating and canvassing procedures.

The program exists for a straightforward reason: If the House may be called upon to judge a contested election under Article I, Section 5, it has an institutional interest in understanding how the election was administered and how records were handled.

That observation function is not hypothetical. The committee has publicly announced deployments of congressional observers to watch recount processes in tight House races throughout the country.

I saw it take place first-hand in 2020. The House deployed election observers in Iowa’s 2nd Congressional District to oversee a recount of a congressional election that was ultimately certified by a margin of just six votes.

Democratic and Republican observers from the House politely observed, asked questions, and kept records – but never interfered with the state election apparatus or attempted to lay hands on election equipment or ballots.

Congress has not rejected a state’s election results since 1984, and for good reason. States now have meticulous recordkeeping, robust chain-of-custody procedures for ballots, and multiple avenues of verifying the accuracy of results. And with Congress watching, state results are even more trustworthy.

When federal investigations collide with election materials

Evidence seizures can adversely affect election administration. So courts and states ought to be vigilant, enforcing guardrails that help respect institutional boundaries.

To start, any executive branch effort to unilaterally inject itself into a state election apparatus should face meaningful scrutiny. Unlike the Fulton County warrant, which targeted an election nearly six years old, warrants that interrupt ongoing state processes in an election threaten to usurp the constitutional role of Congress. And executive action cannot proceed if it impinges upon the ultimate ability of Congress to judge the election of its members.

In the exceedingly unlikely event that a court issues a warrant, a court should not permit seizure of election equipment and ballots during a state’s ordinary post-election canvass. Instead, inspection of items, provision of copies of election materials, or orders to preserve evidence are more tailored means to accomplish the same objectives. And courts should establish clear chain-of-custody procedures in the event that evidence must be preserved for a future seizure in a federal investigation.

The fear driving much public commentary about the danger to midterm elections is not merely that election officials will be investigated or that evidence would be seized. It is that investigations could be used as a pretense to manage or, worse, disrupt elections – chilling administrators, disorganizing record keeping or manufacturing doubt by disrupting custody of ballots and systems.

Roudebush provides a constitutional posture that courts should adopt, a recognition that some acts can usurp the power of Congress to judge elections. That will provide a meaningful constraint on the executive ahead of the 2026 election and reduce the risk of intervention in an ongoing election.

The Conversation

Derek T. Muller does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. How a largely forgotten Supreme Court case can help prevent an executive branch takeover of federal elections – https://theconversation.com/how-a-largely-forgotten-supreme-court-case-can-help-prevent-an-executive-branch-takeover-of-federal-elections-275603

3D scanning and shape analysis help archaeologists connect objects across space and time to recover their lost histories

Source: The Conversation – USA – By Carlo Rindi Nuzzolo, Postdoctoral Fellow in Archaeology, University of California, Los Angeles

The 3D scan of a mask fragment matches up with the scan of a different well-preserved mask. Carlo Rindi Nuzzolo

Today the world of Egyptology faces a silent crisis – not of looting, although that plays a part, but of disconnection. Walk into any major museum, from Copenhagen to California, and you see glass cases filled with what could be called orphaned artifacts: remarkable objects, often acquired in the 19th and early 20th century, that have been completely stripped of their histories. You can see what they are – a mummy’s painted foot case, a golden mask – but we have no idea where they came from. They are beautiful, but historically they are mute.

face of an ancient Egyptian mask
Sometimes an object can be mostly intact in a museum collection, but with few facts known about its origin.
Carlo Rindi Nuzzolo

Many objects entered museum collections at times when excavation and collecting practices were very different from today. In the past, excavated objects were often divided between institutions around the world, and display was prioritized over documentation. Over time, connections between pieces were lost. As a result, museums around the world hold remarkable artifacts whose backstories are thin, fragmentary or missing altogether.

Archaeologists like me working in the field today regularly uncover fragments: broken pieces of objects that once formed part of something larger. In some cases, those fragments may share the same underlying geometry with objects already held in museums. For example, a mummy’s foot case and a newly found shard may have been produced using the same mold, so they share a consistent three-dimensional form even if they are now separated by time, distance and absence of documentation.

Traditionally, evaluating whether a fragment matches up with a specific museum object has relied on visual judgment and incomplete records, rather than a quantitative comparison of shape.

This gap between excavation archaeology and museum collections is one of the most persistent challenges in the field. My research asks a simple question: Can we use digital tools to test whether fragments and museum objects might be related and, in doing so, recover parts of their histories that were previously inaccessible?

partial Egyptian funerary mask in dirt
Reuse over time and looting shifted and damaged the contents of an ancient Egyptian tomb. This displaced mummy mask could have a relationship to other artifacts already in museums around the world.
Carlo Rindi Nuzzolo

A long-standing problem in archaeology

Archaeology is, by nature, fragmentary. Objects break, decay or are disturbed over centuries. Traditionally, archaeologists have relied on visual inspection, stylistic comparison and written records to propose connections between fragments and objects. These approaches are still essential, but they also have limits. Visual judgments can be subjective, and archival documentation is often incomplete or inconsistent.

As a result, many potential links between excavated material and museum artifacts have remained speculative or have never been proposed at all. An object in a museum may appear complete yet still have a fragmented history. Without a way to test relationships systematically, fragments often remain sidelined as secondary or uninformative.

More than a century ago, the archaeologist Flinders Petrie argued that an object’s value lies not in its beauty but in the information it carries. An unremarkable fragment with a known history, he believed, could be more important than a finely made object without one. Today, digital tools are giving archaeologists new ways to put that idea into practice.

man, looking toward a laptop screen, holds small machine above an Egyptian mummy mask
Archaeologists can use handheld 3D scanners to noninvasively map objects in very fine detail.
Carlo Rindi Nuzzolo

Turning objects into data that can be compared

One of those tools is 3D scanning. Using portable scanners, it is now possible to capture the full surface geometry of an object with high precision, without touching or damaging it. Every curve, contour and variation in thickness can be recorded digitally.

Once scanned, an artifact becomes more than an image. It becomes data: a detailed digital model that can be rotated, measured, compared and analyzed. Importantly, this process is noninvasive. Fragile objects do not need to be moved, dismantled or physically tested.

For archaeologists and museum curators, this process opens up new possibilities. Objects held in different institutions, or fragments stored in excavation archives, can be compared digitally, even if the originals never leave their locations.

Scanning is only the first step. The real challenge lies in comparison. Rather than asking whether two pieces look similar, computational shape analysis allows researchers to ask a more precise question: How similar are their shapes?

In simple terms, the computer compares the geometry of two surfaces. It looks at curvature, thickness and spatial relationships, measuring how closely one surface matches another. It’s like comparing a kind of geometric fingerprint.

This approach doesn’t replace expert judgment. Instead, it supports it by providing measurable evidence that can confirm, refine or challenge visual impressions. It allows archaeologists to move from intuition to testing.

When a fragment meets a museum object

In a recent study published in the journal Heritage Science, I applied these methods to Graeco-Roman Egyptian funerary artifacts made of cartonnage, a composite material of linen, plaster and paint.

I created high-resolution 3D scans of excavated cartonnage fragments and compared them with an intact funerary mask held in a museum collection. The goal was not to reconstruct the object physically but to test whether their shapes were compatible in meaningful ways.

The comparison focused on three-dimensional geometry rather than decoration. This matters because cartonnage masks were often shaped in molds: If two objects were formed in the same mold, they can share highly consistent curvature and thickness patterns even when their painted surfaces differ.

3D image of a mask with a colorful overlay on part, including a color bar denoting how close a physical match points are
The mask reference surface is shown in gray, while the aligned fragment is colored based on the surface-to-surface distance at each point. Green indicates a good match with almost no distance. Cooler colors show areas where the fragment lies below the reference mask, and warmer colors show where it lies above.
Carlo Rindi Nuzzolo

I used a distance-mapping approach called deviation mapping. After aligning the 3D model of an excavated fragment to the corresponding region of the intact museum object, the algorithm calculates the distances between the two surfaces at thousands of points. Areas where the distances were consistently small are geometrically very similar. Areas with consistently larger distances indicate that the fragment’s shape diverges from the reference surface.

In this case, the surfaces corresponded closely, with differences generally of less than a millimeter – a level of agreement consistent with production in the same mold rather than a coincidental visual resemblance.

What mattered most was not a single “match” but the ability to evaluate relationships transparently and reproducibly, using shared digital evidence.

One of the most powerful aspects of this approach is that it works across distance. Researchers can easily share digital models, allowing them to compare fragments and objects held in different institutions, without transporting fragile artifacts. Excavation archives, museum collections and research institutions can begin to speak the same digital language, reconnecting evidence that has long been separated by geography and history.

full face of Egyptian funerary mask in profile, pared with a scan focused on a fragment from the nose area
The mask fragment was a very close match to a complete mask, suggesting they were made in the same mold.
Carlo Rindi Nuzzolo

Digital tools are reshaping collections research

The work I describe here, part of my recent CRAFT Project, does not use artificial intelligence or machine learning. It relies on computer-based shape comparison and careful interpretation of metrological results. But it sits within a broader movement in heritage research.

Across the world, researchers and institutions are beginning to combine 3D scanning with machine learning to explore collections in different ways. For example, the EU-funded RePAIR project uses AI and robotics to help reassemble fragmented archaeological artifacts, while major institutions such as the Smithsonian are experimenting with AI-driven analysis of large 3D collections.

Together, these projects point to a future in which digital tools play an increasingly active role in how museums and archaeologists understand the past.

Digital archaeology is sometimes associated with flashy reconstructions or virtual displays. But its deeper value lies elsewhere. By giving fragments a new analytical role, digital methods allow archaeologists to recover relationships that were long thought irretrievably lost.

New digital methodologies are breathing new life into a long-standing archaeological principle: Modest fragments can carry outsized significance when they clarify an object’s origins and its lost context, finally allowing it to find its way back home.

The Conversation

The CRAFT Project (www.craft-project.net), led by Dr. Carlo Rindi Nuzzolo from 2022 to 2025, received research funding from the Marie Skłodowska-Curie Actions under the European Union’s Horizon 2020 Scheme.

ref. 3D scanning and shape analysis help archaeologists connect objects across space and time to recover their lost histories – https://theconversation.com/3d-scanning-and-shape-analysis-help-archaeologists-connect-objects-across-space-and-time-to-recover-their-lost-histories-273077

The intensity and perfectionism that drive Olympic athletes also put them at high risk for eating disorders

Source: The Conversation – USA (3) – By Emily Hemendinger, Assistant Professor of Psychiatry, University of Colorado Anschutz Medical Campus

Several Olympic figure skaters have spoken publicly of their eating disorders in recent years. aire images/Moment via Getty Images

Olympians – athletes at the top of their sport and in prime health – are idolized and often viewed as superhuman. These athletes spend their lives focusing on building physical strength through rigorous training and diets that are honed to provide the nutrients necessary to excel at their sport.

However, athletes are at considerable risk for eating disorders and having an unhealthy relationship with food and their bodies.

The distinctive lifestyle of elite athletes can create a hotbed for eating disorders and disordered eating, meaning restrictive, compulsive, irregular or inflexible eating patterns, all of which can occur on a spectrum.

In 2019, 19% of male and 45% of female athletes worldwide experienced disordered eating behaviors, according to the International Olympic Committee. For perspective, in the general population, about 9% to 10% of Americans will have an eating disorder in their lifetime.

Several Winter Olympians, including cross-country skier Jessie Diggins, Alpine skier Alice Merryweather and figure skaters Gracie Gold, Adam Rippon and Yulia Lipnitskaya, have spoken about their experience with an eating disorder and disordered eating. Lipnitskaya, one of the youngest Winter Olympic gold medalists, retired at age 19 due to her battle with anorexia, a few short years after winning her 2014 team gold medal in Sochi, Russia.

As a specialist in eating disorders and anxiety, I regularly work with athletes and clients who experience eating disorders and disordered relationships with food and exercise. Based on my clinical and personal experience, I believe that the public can learn to better support athletes with eating disorders by considering the unique risk factors they face.

A young man, former figure skater Adam Rippon, stands with his hands in his pockets wearing an Olympics-themed sweater.
American figure skater and media personality Adam Rippon – shown here at the 2026 Olympics, where he is part of the NBC Sports coverage team – came out publicly in 2018 about the dangerous starvation diet he followed for years.
Vittorio Zunino Celotto/Getty Images Sport via Getty Images

How perfectionism makes athletes vulnerable

One contributing factor for disordered eating is an athlete’s temperament, since certain traits also show up as risk factors for eating disorders.

For example, an athlete’s constant desire to improve and their intense attention to detail can border on perfectionism and obsessiveness. An unrelenting focus on achievement and competitiveness are all associated with heightened risks of developing an eating disorder. Personality traits such as mental toughness, discipline, high pain tolerance and persistence may also lead to worsened eating disorder risk and behaviors in athletes.

These traits are also common risk factors for nonathletes but are often viewed as positive traits in athletes since they lead to high achievement and attainment. For instance, an athlete might restrict food intake to find focus, or delay eating to achieve a specific goal that day. Or they might engage in compulsive exercise regardless of hunger or injury, chalking it up to discipline.

What’s more, in athletes, typical signs of an eating disorder, such as training for long hours without appropriate breaks for meals or obsessing about only consuming certain healthy foods, can be overlooked due to the normalization of these behaviors in high-level sports.

An emphasis on leanness and muscular prowess

The primary sports where eating disorders traditionally surface are gymnastics, wrestling, dancing, bodybuilding and figure skating, since these are sports where weight and body image often come into play.

About 46% of athletes in so-called “leanness” sports have an eating disorder, compared with almost 20% of athletes in sports that are not weight-focused. That’s because athletes in weight-sensitive sports experience far more emphasis and demand on having a thin and muscular body, which often involves weight monitoring as part of their training or competition.

Athletes in these sports also experience high demands of constant competition, rigidity around their dieting and exercise schedule, high energy output and an incredibly high mental and physical strain on their bodies.

External factors can also put an athlete at risk for an eating disorder. For instance, in various sports like running, rock climbing and figure skating, there is a long-running belief that being at a lower weight will improve an athlete’s performance. This can lead to disordered behavior that may initially feel beneficial to performance; however, it can negatively affect performance and health over the long run. External pressure, such as weight stigma and pressure from coaches and family, media and societal standards of fitness and team culture around dieting and weight, also place athletes at high risk for eating disorders.

Former Olympic skier Alice Merryweather talks about her struggles with an eating disorder following the 2018 Olympics. Professionals recommend that when watching athletes perform, avoid commenting on their physical appearance and instead focus on what they’re doing and how amazing it is.

‘No pain, no gain’ culture

Another serious factor regarding eating disorders in high-level athletes is that a very small percentage of them seek treatment. A 2021 study found that among U.S. athletes who experienced disordered eating or had an official diagnosis, more than 95% were not in treatment and 75% had no intention of seeking it. For perspective, the help-seeking rate for those with disordered eating or eating disorders in the general population is between 32% and 40%., compared with around 5.4% in athletes.

In competitive sports, a “no pain, no gain” mentality can often directly and indirectly reward athletes who push themselves to the extreme. As a result, athletes may be less likely to seek treatment and to come forward with their issues for fear of not wanting to have restrictions on their practice and competition put in place, of being ostracized from their teammates or of losing sponsorship or scholarship opportunities.

Along with this comes a lack of awareness about eating disorders, stigma and unhealthy attitudes and assumptions toward mental health from coaches and other athletic personnel, all of which can impede an athlete’s likelihood of seeking care. Ultimately, seeking and receiving treatment can be difficult for athletes because athletes face sacrificing time away from their sport, which is often their livelihood.

Protective factors

Despite the stacked risk factors, athletes also have some protective factors against eating disorders working in their favor. For instance, exercising regularly and noncompulsively is associated with improved mental health. And participating in sports that emphasize body functionality over physical appearance can have a positive effect on athletes’ overall well-being.

Strong relationships between athletes and coaches who focus on creating a safe and supportive environment that prioritizes mental health – along with person-oriented coaching styles, rather than negative, performance-oriented coaching – can also be protective against disordered eating.

One preventive strategy that the International Olympic Committee has been working on is focusing on improving pre-competition assessment of health. This assessment will focus on an athlete’s body composition and other determinants of health, such as vital signs, to determine if they are fit to perform in the upcoming qualifiers and Olympic games. These guidelines may allow athletes to get much-needed help and support.

Athletes are not superhuman

Despite the perception of superhuman qualities, athletes who experience eating disorders experience all of the same consequences of eating disorders as the general population. But athletes also have higher risk of injury, decreased strength and endurance, and worsened athletic performance over time due to low energy availability and fatigue, and are more likely to experience anxiety, depression and suicidal ideation in their lifetime.

Research shows that early detection of disordered behaviors, awareness of eating disorders in athletics, and education for athletes, families and coaches are all strong prevention strategies.

Athletes often require a multi-disciplinary team to support them. This may include a therapist, psychiatrist, sports psychologist, registered dietitian, medical doctor, physical therapist, occupational therapist or any combination of these. This team can assist the athlete in stabilizing medications, improving nutritional intake and recognizing differences between athletic dedication and disordered behavior.

It is also critically important for family to be involved and that the athletes’ entire support system – as well as the public – remember that athletes are humans, with real emotions and struggles, just like the rest of us.

The Conversation

Emily Hemendinger does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. The intensity and perfectionism that drive Olympic athletes also put them at high risk for eating disorders – https://theconversation.com/the-intensity-and-perfectionism-that-drive-olympic-athletes-also-put-them-at-high-risk-for-eating-disorders-273430

Colorectal cancer is increasing among young people, as James Van Der Beek’s death reminds us – cancer experts explain ways to decrease your risk

Source: The Conversation – USA (3) – By Christopher Lieu, Professor of Medical Oncology, University of Colorado Anschutz Medical Campus

Actor James Van Der Beek died from colon cancer at age 48. Andrew Toth/Getty Images

An increasing number of people are dying of colorectal cancer at a young age, including those as young as 20. Actor James Van Der Beek, who was diagnosed with colorectal cancer in 2023, died at age 48 on Feb. 11, 2026, bringing the disease back into the limelight.

The Conversation U.S. asked gastrointestinal oncologist Christopher Lieu and cancer researcher Andrea Dwyer to explain what’s known about early-onset colon cancer and what young people can do to protect themselves.

Why are more young people getting colorectal cancer?

Researchers have identified a number of factors associated with increasing numbers of young people developing colorectal cancer, but there is no one clear answer that explains this trend.

Lifestyle factors like ultra-processed foods and alcohol, as well as lack of exercise, have been linked to early-onset colorectal cancer. However, these are correlations that aren’t proven to be the cause of colorectal cancer in young adults.

Many researchers are focusing on the gut microbiome, which is an ecosystem of microorganisms in your gut that helps your body digest food and carry out other important functions. When the microbes in the gut are out of balance – a condition called dysbiosis – this causes a disruption that allows for inflammation and negative health effects, including increased cancer risk.

What increases your risk of developing colorectal cancer?

Beyond genetics, several lifestyle factors can increase your risk of developing colorectal cancer.

For example, someone’s diet plays a role in cancer risk. Eating a lot of red meat and processed foods and not enough dietary fiber can increase your risk of colorectal cancer. Alcohol also causes cancer – even having less than one drink a day can increase your cancer risk.

Smoking, obesity and lack of exercise are other factors that increase cancer risk.

Colorectal cancer is rising among young people.

What’s the survival rate for young people with colon cancer?

There is a lot of debate among researchers on whether there are differences in survival rates between those with early-onset colorectal cancer survival and those who develop the disease after age 50.

Finding cancer at an early stage can lead to five-year survival rates as high as 80% to 90%. When cancer is detected at an advanced stage where it has spread to other parts of the body, survival rates are closer to 10% to 15%.

One study found that young patients with metastatic colon cancer had a slightly lower survival rate compared with those age 50 or older.

What are early symptoms of colorectal cancer?

The most common signs and symptoms for early-onset colorectal cancer are blood in the stool, abdominal pain and a change in bowel habits, or any combination of these conditions. Unexplained anemia, or low red blood cell levels, is another potential symptom. These are warning signs that people should not ignore.

Having these symptoms does not necessarily mean you have colorectal cancer, but they are worth discussing with a physician. In some cases, your doctor may request a colonoscopy for further evaluation.

How does colon cancer screening work?

The first step is to have a conversation with your health care team about which test is right for you. Understanding what your risk category is helps guide screening, prevention and lifestyle changes to reduce your likelihood of colorectal cancer.

People with an average risk for colorectal cancer typically have no personal or significant family history of colorectal cancer, hereditary cancer, precancerous polyps or inflammatory bowel disease. They have several options for screening, including stool tests that check for blood and abnormal cells, as well as imaging scans to visualize the colon and rectum. Screening is recommended to begin at age 45 and should continue at regular intervals until age 75.

People with a high risk of colon cancer typically have a personal or family history of colorectal cancer, hereditary cancer or inflammatory bowel disease. They may also have several lifestyle risk factors. Colonoscopy is the only recommended screening test for those with high risk, and earlier and more frequent screening may be necessary.

How can you reduce your risk of colon cancer?

Communication and action are key. Talk to your health care team about your personal risk based on your age, family history and any signs and symptoms to ensure you’re matched with the screening exam and test best for you.

Take charge of your health. There are lifestyle factors you can control to reduce your personal risk of colorectal cancer. These include regular physical activity; a diet high in fruit, vegetables and fiber, and low in processed meats; and maintaining a healthy weight. Moderating or eliminating alcohol and tobacco use can also reduce your colorectal cancer risk.

Share information with loved ones and your health care team. Knowing your personal and family history of polyps or colorectal cancer and communicating it with your doctor can help ensure you get the right test at the right time. Sharing your personal history could save the lives of your children, siblings and parents.

The Conversation

The authors do not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and have disclosed no relevant affiliations beyond their academic appointment.

ref. Colorectal cancer is increasing among young people, as James Van Der Beek’s death reminds us – cancer experts explain ways to decrease your risk – https://theconversation.com/colorectal-cancer-is-increasing-among-young-people-as-james-van-der-beeks-death-reminds-us-cancer-experts-explain-ways-to-decrease-your-risk-275886

OpenAI has deleted the word ‘safely’ from its mission – and its new structure is a test for whether AI serves society or shareholders

Source: The Conversation – USA (2) – By Alnoor Ebrahim, Professor of International Business, The Fletcher School & Tisch College of Civic Life, Tufts University

AI poses new safety risks to humanity. sarayut Thaneera/Moment via Getty Images

OpenAI, the maker of the most popular AI chatbot, used to say it aimed to build artificial intelligence that “safely benefits humanity, unconstrained by a need to generate financial return,” mission statement. But the ChatGPT maker seems to no longer have the same emphasis on doing so “safely.”

While reviewing its latest IRS disclosure form, which was released in November 2025 and covers 2024, I noticed OpenAI had removed “safely” from its mission statement, among other changes. That change in wording coincided with its transformation from a nonprofit organization into a business increasingly focused on profits.

OpenAI currently faces several lawsuits related to its products’ safety, making this change newsworthy. Many of the plaintiffs suing the AI company allege psychological manipulation, wrongful death and assisted suicide, while others have filed negligence claims.

As a scholar of nonprofit accountability and the governance of social enterprises, I see the deletion of the word “safely” from its mission statement as a significant shift that has largely gone unreported – outside highly specialized outlets.

And I believe OpenAI’s makeover is a test case for how we, as a society, oversee the work of organizations that have the potential to both provide enormous benefits and do catastrophic harm.

Tracing OpenAI’s origins

OpenAI, which also makes the Sora video artificial intelligence app, was founded as a nonprofit scientific research lab in 2015. Its original purpose was to benefit society by making its findings public and royalty-free rather than to make money.

To raise the money that developing its AI models would require, OpenAI, under the leadership of CEO Sam Altman, created a for-profit subsidiary in 2019. Microsoft initially invested US$1 billion in this venture; by 2024 that sum had topped $13 billion.

In exchange, Microsoft was promised a portion of future profits, capped at 100 times its initial investment. But the software giant didn’t get a seat on OpenAI’s nonprofit board – meaning it lacked the power to help steer the AI venture it was funding.

A subsequent round of funding in late 2024, which raised $6.6 billion from multiple investors, came with a catch: that the funding would become debt unless OpenAI converted to a more traditional for-profit business in which investors could own shares, without any caps on profits, and possibly occupy board seats.

Establishing a new structure

In October 2025, OpenAI reached an agreement with the attorneys general of California and Delaware to become a more traditional for-profit company.

Under the new arrangement, OpenAI was split into two entities: a nonprofit foundation and a for-profit business.

The restructured nonprofit, the OpenAI Foundation, owns about one-fourth of the stock in a new for-profit public benefit corporation, the OpenAI Group. Both are headquartered in California but incorporated in Delaware.

A public benefit corporation is a business that must consider interests beyond shareholders, such as those of society and the environment, and it must issue an annual benefit report to its shareholders and the public. However, it is up to the board to decide how to weigh those interests and what to report in terms of the benefits and harms caused by the company.

The new structure is described in a signed in October 2025 by OpenAI and the California attorney general, and endorsed by the Delaware attorney general.

Many business media outlets heralded the move, predicting that it would usher in more investment. Two months later, SoftBank, a Japanese conglomerate, finalized a $41 billion investment in OpenAI.

Changing its mission statement

Most charities must file forms annually with the Internal Revenue Service with details about their missions, activities and financial status to show that they qualify for tax-exempt status. Because the IRS makes the forms public, they have become a way for nonprofits to signal their missions to the world.

In its forms for 2022, , OpenAI said its mission was “to build general-purpose artificial intelligence (AI) that safely benefits humanity, unconstrained by a need to generate financial return.”

This is the top of the front page of the 2023 990 form for OpenAI, with its mission stated at the bottom of the screenshot.
OpenAI’s mission statement as of 2023 included the word ‘safely.’
IRS via Candid

That mission statement has changed, as of – which the company filed with the IRS in late 2025. It became “to ensure that artificial general intelligence benefits all of humanity.”

This is the top of the front page of the 2024 990 form for OpenAI, with its mission stated at the bottom of the screenshot.
OpenAI’s mission statement as of 2024 no longer included the word ‘safely.’
IRS via Candid

OpenAI had dropped its commitment to safety from its mission statement – along with a commitment to being “unconstrained” by a need to make money for investors. According to Platformer, a tech media outlet, it has also disbanded its “mission alignment” team.

In my view, these changes explicitly signal that OpenAI is making its profits a higher priority than the safety of its products.

To be sure, OpenAI continues to mention safety when it discusses its mission. “We view this mission as the most important challenge of our time,” it states on its website. “It requires simultaneously advancing AI’s capability, safety, and positive impact in the world.”

Revising its legal governance structure

Nonprofit boards are responsible for key decisions and upholding their organization’s mission.

Unlike private companies, board members of tax-exempt charitable nonprofits cannot personally enrich themselves by taking a share of earnings. In cases where a nonprofit owns a for-profit business, as OpenAI did with its previous structure, investors can take a cut of profits – but they typically do not get a seat on the board or have an opportunity to elect board members, because that would be seen as a conflict of interest.

The OpenAI Foundation now has a 26% stake in OpenAI Group. In effect, that means that the nonprofit board has given up nearly three-quarters of its control over the company. Software giant Microsoft owns a slightly larger stake – 27% of OpenAI’s stock – due to its $13.8 billion investment in the AI company to date. OpenAI’s employees and its other investors own the rest of the shares.

A man speaks while sitting in a chair in front of a wall emblazoned with OpenAI.
Open AI CEO Sam Altman speaks in June 2025, as his company sought to change its structure.
Justin Sullivan/Getty Images

Seeking more investment

The main goal of OpenAI’s restructuring, which it called a “recapitalization,” was to attract more private investment in the race for AI dominance.

It has already succeeded on that front.

As of early February 2026, the company was in talks with SoftBank for an additional $30 billion and stands to get up to a total of $60 billion from Amazon, Nvidia and Microsoft combined.

OpenAI is now valued at over $500 billion, up from $300 billion in March 2025. The new structure also paves the way for an eventual initial public offering, which, if it happens, would not only help the company raise more capital through stock markets but would also increase the pressure to make money for its shareholders.

OpenAI says the foundation’s endowment is worth about $130 billion.

Those numbers are only estimates because OpenAI is a privately held company without publicly traded shares. That means these figures are based on market value estimates rather than any objective evidence, such as market capitalization.

When he announced the new structure, California Attorney General Rob Bonta said, “We secured concessions that ensure charitable assets are used for their intended purpose.” He also predicted that “safety will be prioritized” and said the “top priority is, and always will be, protecting our kids.”

Steps that might help keep people safe

At the same time, several conditions in the OpenAI restructuring memo are designed to promote safety, including:

  1. A safety and security committee on the OpenAI Foundation board has the authority to that could potentially include the halting of a release of new OpenAI products based on assessments of their risks.

  2. The for-profit OpenAI Group has its own board, which must consider only OpenAI’s mission – rather than financial issues – regarding safety and security issues.

  3. The OpenAI Foundation’s nonprofit board gets to appoint all members of the OpenAI Group’s for-profit board.

But given that neither the mission of the foundation nor of the OpenAI group explicitly alludes to safety, it will be hard to hold their boards accountable for it.

Furthermore, since all but one board member currently serve on both boards, it is hard to see how they might oversee themselves. And doesn’t indicate whether he was aware of the removal of any reference to safety from the mission statement.

Identifying other paths OpenAI could have taken

There are alternative models that I believe would serve the public interest better than this one.

When Health Net, a California nonprofit health maintenance organization, converted to a for-profit insurance company in 1992, regulators required that 80% of its equity be transferred to another nonprofit health foundation. Unlike with OpenAI, the foundation had majority control after the transformation.

A coalition of California nonprofits has argued that the attorney general should require OpenAI to transfer all of its assets to an independent nonprofit.

Another example is The Philadelphia Inquirer. The Pennsylvania newspaper became a for-profit public benefit corporation in 2016. It belongs to the Lenfest Institute, a nonprofit.

This structure allows Philadelphia’s biggest newspaper to attract investment without compromising its purpose – journalism serving the needs of its local communities. It’s become a model for potentially transforming the local news industry.

At this point, I believe that the public bears the burden of two governance failures. One is that OpenAI’s board has apparently abandoned its mission of safety. And the other is that the attorneys general of California and Delaware have let that happen.

The Conversation

Alnoor Ebrahim does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. OpenAI has deleted the word ‘safely’ from its mission – and its new structure is a test for whether AI serves society or shareholders – https://theconversation.com/openai-has-deleted-the-word-safely-from-its-mission-and-its-new-structure-is-a-test-for-whether-ai-serves-society-or-shareholders-274467

Are women board members risk averse or agents of innovation? It’s complicated, new research shows

Source: The Conversation – USA (2) – By Stephen J. Smulowitz, Assistant Professor of Strategic Management, Wake Forest University

The number of women on S&P 500 boards has increased in recent years. Fang Xia Nuo/Getty Images

Do women board members make a company more innovative or risk averse? The answer is both, according to our recent study. It all depends on how the company performs relative to its goals.

Professors Małgorzata Smulowitz, Didier Cossin and I examined 524 S&P 1500 companies from 1999 to 2016, measuring innovation through patent activity. Patents reflect both creative output and risk-taking. They require significant investment in novel ideas that might fail, disclosure of proprietary information and substantial legal costs. In short, patents represent genuine bets on the future.

Our findings revealed a striking pattern. When companies performed poorly in relation to their goals, they produced fewer patents after more women joined their boards.

However, companies exceeding their performance targets saw increased patent output as their number of women directors grew. Similarly, when companies were financially flush, there were more patents generated when their boards had more women.

The situation changed when we examined radical innovations, those patents in the top 10% of citations. For these high-risk, high-reward innovations, the risk-averse effect of women board members dominated.

When a company’s performance fell below aspirations, there were fewer radical innovations as its board gained female members. We found no corresponding increase in radical innovations when performance exceeded goals.

One finding surprised us. We predicted that boards with more women would reduce innovation when companies approached bankruptcy. Instead, it was the opposite: Boards with more women actually increased patent output as bankruptcy loomed. This suggests that women directors may fight harder for a company’s survival through innovation when facing existential threats.

Why it matters

Between 2000 and 2024, the number of women on S&P 500 boards increased from 27% to 34%. But previous research has painted conflicting pictures on the effect that women board members may have. Some studies showed that women reduce corporate risk-taking, while others demonstrated they increase innovation and creativity. Our work suggests both perspectives are correct under different circumstances.

For companies and regulators pushing for greater board gender diversity, this research provides practical guidance. Companies performing well can expect increased innovation by adding women to their boards. These directors can bring diverse perspectives, improved decision-making and better resource allocation that translate into more patents.

Conversely, poorly performing companies can expect boards with more women to focus on stability over risky innovation. This isn’t necessarily negative.

Research shows that banks led by women were less likely to fail during the financial crisis, and companies with more women directors experience less financial distress. Reduced innovation during tough times may reflect prudent risk management rather than risk aversion.

Traditional theories predict that poor performance triggers risky searches for solutions. But boards with more women appear to prioritize organizational survival over uncertain innovation when performance suffers. They may assess that failed innovation attempts could worsen an already precarious situation.

This research also speaks to the “glass cliff” phenomenon, where women often join boards during crisis periods. Our findings suggest these directors may bring exactly what struggling companies need: careful risk assessment and focus on survival rather than potentially wasteful innovation spending.

What still isn’t known

We measured innovation through patents, but many innovations never become patents. How women directors affect other forms of innovation – such as copyrights, trade secrets and first-mover advantage – remains unclear.

What are the mechanisms driving the differences? Do women directors actively advocate for different innovation strategies? Do they change board discussion dynamics? Do they influence CEO and management team decisions indirectly? Future research needs to open the “black box” of boardroom decision-making.

Finally, the long-term consequences need examination. We measured patent output, but not whether the patents translated into commercial success or competitive advantage. Understanding whether the innovation patterns we documented ultimately benefit company performance would provide crucial insights for decision-makers.

The Research Brief is a short take on interesting academic work.

The Conversation

Stephen J. Smulowitz does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Are women board members risk averse or agents of innovation? It’s complicated, new research shows – https://theconversation.com/are-women-board-members-risk-averse-or-agents-of-innovation-its-complicated-new-research-shows-269331

Do special election results spell doom for Republicans in 2026?

Source: The Conversation – USA – By Charlie Hunt, Associate Professor of Political Science, Boise State University

Hoping to preserve his narrow majority, U.S. House Speaker Mike Johnson campaigned alongside Matt Van Epps, who narrowly won a December 2025 special election in a strongly Republican district in Tennessee. AP Photo/John Amis

On Feb. 7, 2026, Chasity Verret Martinez won a special election to fill a vacant seat in the Louisiana House. That’s an outcome that might not mean very much to people outside of the state or even outside her Baton Rouge-area district.

But Martinez is a Democrat who took 62% of the vote in a district that had given Donald Trump a 13-percentage-point victory in the 2024 presidential race. And her win came a week after Democrats seized a Texas Senate district that had supported Trump even more strongly – a result that immediately triggered concern in Republican circles.

Because fewer people turn out for special elections, they’re considered an early predictor of partisan enthusiasm heading into regularly scheduled elections. And with the 2026 midterm elections less than nine months away, analysts are already scrambling for indications of the likely outcome.

As a political scientist who studies congressional elections, I’m interested in the question of whether special elections can really tell us which way the political winds are currently blowing.

Democrats, of course, are hoping for a “blue wave” like they rode in 2018, when they picked up 40 House seats and won a majority in that chamber, while Republicans want to hang on to the very slim margins they have in both the House and Senate.

In the 2026 election cycle, as in previous ones, prognosticators and political professionals are looking to the outcomes of these intermittent races at various levels of government as a gauge of how voters are feeling about the two parties. And the results from the first 15 months of the second Trump administration appear to spell very bad news for the Republicans.

Setting a baseline

Since Election Day 2024, 88 special elections featuring candidates from both major parties have taken place for institutions including state legislatures and the U.S. House.

When analyzing the results of these races, it’s important to have figures to compare them to. After all, a Democrat just barely squeaking by in a state legislative race may not look very impressive on its face – but if that race took place in the rural heart of a red state, it could raise hackles among Republicans.

Standing in front of U.S. and congressional flags, Rep. Hakeem Jeffries gestures with his right hand.
New York Democrat Hakeem Jeffries would likely become the first Black U.S. speaker of the House if Democrats win a majority in 2026.
AP Photo/Rod Lamkey

Most political analysts agree that the best available comparison point for special elections are the results for the most recent presidential election in that same district. There are a few reasons for this.

The nationalization of party politics means there are few members of Congress representing states or districts that voted for the other party for president. So the best comparison is to the only truly national election in the U.S.

Second, using presidential results creates the same baseline for all races. By comparing special election results to the prior election environment, all the special election results get compared to the same standard.

Finally, and perhaps most importantly, recent midterm elections have typically served as a referendum on the party in power, particularly the president. In trying to measure how voters are reacting to Trump’s second term, it makes sense to measure their behavior against the last time Trump was on the ballot.

Are special elections predictive?

With this baseline in mind, it’s easy to compare the results of special elections in particular districts to the results of the last presidential election in that same district.

In the 2022 cycle, for example, Democrats running in special elections underperformed President Joe Biden’s 2020 results in their districts by about 4 percentage points on average, which translated into a 3-percentage-point loss nationwide in U.S. House races in the November 2022 midterms and the loss of their majority in the chamber.

Conversely, in 2018 – like this year, a midterm following a Trump election – Democrats bested Republicans by 8 percentage points in November, after overperforming Hillary Clinton’s 2016 margins in special elections throughout the previous two years by 9 percentage points on average.

The 2024 cycle is a clear exception to this pattern of regular elections closely following special election results: Prior to the presidential election, Democrats outperformed in special elections by an average of 4 percentage points but ended up losing nationally by 3 percentage points in November.

Like special elections, midterm contests tend to turn out fewer but more engaged voters than presidential years. Therefore, it may be that special elections are more predictive of midterm results than presidential cycles. At any rate, if previous midterm outcomes are any guide, the numbers being posted by Democrats in special elections so far in the 2026 cycle are impossible to ignore.

On average, they’re running ahead of Harris’s 2024 margins by a whopping 13 percentage points. That’s better than they did in 2018, when they ultimately picked up 40 seats in the House and seven governorships across the country.

What’s different about specials?

Democrats, however, may not want to pop the champagne corks just yet. Many roadblocks remain in their quest to take back control of Congress. For one thing, the U.S. Senate map remains a difficult one for Democrats. Even if they end up creating a 2018-like election environment with an unpopular president, many Senate contests are taking place in solidly red states.

It’s also always worth bearing in mind that there’s no telling how the events of the next nine months might reshape public opinion.

Sen. Susan Collins, holding a portfolio, speaks as she's surrounded by reporters on Capitol Hill.
U.S. Sen. Susan Collins of Maine has proved an elusive target for Democrats in a state they carry at the presidential level.
AP Photo/J. Scott Applewhite

And special elections, while useful metrics, are far from perfect barometers of public opinion. They take place at different times, and could be just as reflective of hyperlocal factors, such as flawed candidates, as they are of nationalized partisan conditions.

Special elections tend to have far lower turnout than regular midterm or presidential contests. It’s also difficult to tell whether overperformance is due to highly motivated partisans or persuasion of independents and voters from the other party.

Using all the tools available

Still, special elections do have key advantages over traditional polling. Although polls do their best to approximate voters’ political attitudes, elections reveal these attitudes through voters’ actual, observed behavior – exactly the type of behavior that analysts are trying to predict in November.

Generally, this is preferable to asking a hypothetical in opinion polls, which are getting more difficult than ever to do well.

In the end, special elections are just one piece of the prediction puzzle. But the other puzzle pieces are also spelling out potential bad news for the GOP.

The generic ballot, a standard polling question that asks voters’ intent to vote for one party or the other in November without naming specific candidates, has the GOP about 6 percentage points behind the Democrats. Trump’s approval rating, meanwhile, continues to hover below 40%.

There’s no telling for sure whether these indicators will turn out to be truly predictive until November. But all of them should be sounding alarm bells for Republicans.

The Conversation

Charlie Hunt does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Do special election results spell doom for Republicans in 2026? – https://theconversation.com/do-special-election-results-spell-doom-for-republicans-in-2026-274912

Trump’s EPA decides climate change doesn’t endanger public health – the evidence says otherwise

Source: The Conversation – USA (3) – By Jonathan Levy, Professor and Chair, Department of Environmental Health, Boston University

Rising global temperatures are increasing the risk of heat stroke on hot days, among many other human harms. Ronda Churchill/AFP via Getty Images

The Trump administration took a major step in its efforts to unravel America’s climate policies on Feb. 12, 2026, when it moved to rescind the 2009 endangerment finding – a formal determination that six greenhouse gases that drive climate change, including carbon dioxide and methane from burning fossil fuels, endanger public health and welfare.

But the administration’s arguments in dismissing the health risks of climate change are not only factually wrong, they’re deeply dangerous to Americans’ health and safety.

As physicians, epidemiologists and environmental health scientists, we’ve seen growing evidence of the connections between climate change and harm to people’s health. Here’s a look at the health risks everyone face from climate change.

Health risks and outcomes related to climate change.
Health risks and outcomes related to climate change.
World Health Organization

Extreme heat

Greenhouse gases from vehicles, power plants and other sources accumulate in the atmosphere, trapping heat and holding it close to Earth’s surface like a blanket. Too much of it causes global temperatures to rise, leaving more people exposed to dangerous heat more often.

Most people who get minor heat illnesses will recover, but more extreme exposure, especially without enough hydration and a way to cool off, can be fatal. People who work outside, are elderly or have underlying illnesses such as heart, lung or kidney diseases are often at the greatest risk.

Heat deaths have been rising globally, up 23% from the 1990s to the 2010s, when the average year saw more than half a million heat-related deaths. Here in the U.S., the 2021 Pacific Northwest heat dome killed hundreds of people.

Climate scientists predict that with advancing climate change, many areas of the world, including U.S. cities such as Miami, Houston, Phoenix and Las Vegas, will confront many more days each year hot enough to threaten human survival.

Extreme weather

Warmer air holds more moisture, so climate change brings increasing rainfall and storm intensity and worsening flooding, as many U.S. communities have experienced in recent years. Warmer ocean water also fuels more powerful hurricanes.

Increased flooding carries health risks, including drownings, injuries and water contamination from human pathogens and toxic chemicals. People cleaning out flooded homes also face risks from mold exposure, injuries and mental distress.

A man carries boxes out of a house that flooded up to its second story.
Flooding from hurricanes and other extreme storms can put people at risk of injuries during the cleanup while also triggering dangerous mold growth on wet wallboard, carpets and fabric. This home flooded up to its second flood during Hurricane Irma in 2017.
Sean Rayford/Getty Images

Climate change also worsens droughts, disrupting food supplies and causing respiratory illness from dust. Rising temperatures and aridity dry out forests and grasslands, making them a setup for wildfires.

Air pollution

Wildfires, along with other climate effects, are worsening air quality around the country.

Wildfire smoke is a toxic soup of microscopic particles (known as fine particulate matter, or PM2.5) that can penetrate deep in the lungs and hazardous compounds such as lead, formaldehyde and dioxins generated when homes, cars and other materials burn at high temperatures. Smoke plumes can travel thousands of miles downwind and trigger heart attacks and elevate lung cancer risks, among other harms.

Meanwhile, warmer conditions favor the formation of ground-level ozone, a heart and lung irritant. Burning of fossil fuels also generates dangerous air pollutants that cause a long list of health problems, including heart attacks, strokes, asthma flare-ups and lung cancer.

Infectious diseases

Because they are cold-blooded organisms, insects are directly influenced by temperature. So with rising temperatures, mosquito biting rates rise as well. Warming also accelerates the development of disease agents that mosquitoes transmit.

Mosquito-borne dengue fever has turned up in Florida, Texas, Hawaii, Arizona and California. New York state just saw its first locally acquired case of chikungunya virus, also transmitted by mosquitoes.

A world map shows where mosquitos are most likely to transmit the dengue virus
As global temperatures rise, regions are becoming more suitable for mosquitoes to transmit dengue virus. The map shows a suitability scale, with red areas already suitable for dengue transmissions and yellow areas becoming more suitable.
Taishi Nakase, et al., 2022, CC BY

And it’s not just insect-borne infections. Warmer temperatures increase diarrhea and foodborne illness from Vibrio cholerae and other bacteria and heavy rainfall increases sewage-contaminated stormwater overflows into lakes and streams. At the other water extreme, drought in the desert Southwest increases the risk of coccidioidomycosis, a fungal infection known as valley fever.

Other impacts

Climate change threatens health in numerous other ways. Longer pollen seasons increase allergen exposures. Lower crop yields reduce access to nutritious foods.

Mental health also suffers, with anxiety, depression and post-traumatic stress following disasters, and increased rates of violent crime and suicide tied to high-temperature days.

A older man holds a door for a woman at a cooling center.
New York and many other cities now open cooling centers during heat waves to help residents, particularly older adults who might not have air conditioning at home, stay safe during the hottest parts of the day.
Angela Weiss/AFP via Getty Images

Young children, older adults, pregnant women and people with preexisting medical conditions are among the highest-risk groups. Lower-income people also face greater risk because of higher rates of chronic disease, higher exposures to climate hazards and fewer resources for protection, medical care and recovery from disasters.

Policy-based evidence-making

The evidence linking climate change with health has grown considerably since 2009. Today, it is incontrovertible.

Studies show that heat, air pollution, disease spread and food insecurity linked to climate change are worsening and costing millions of lives around the world each year. This evidence also aligns with Americans’ lived experiences. Anybody who has fallen ill during a heat wave, struggled while breathing wildfire smoke or been injured cleaning up from a hurricane knows that climate change can threaten human health.

Yet the Trump administration is willfully ignoring this evidence in proclaiming that climate change does not endanger health.

Its move to rescind the 2009 endangerment finding, which underpins many climate regulations, fits with a broader set of policy measures, including cutting support for renewable energy and subsidizing fossil fuel industries that endanger public health. In addition to rescinding the endangerment finding, the Trump administration also moved to roll back emissions limits on vehicles – the leading source of U.S. carbon emissions and a major contributor to air pollutants such as PM2.5 and ozone.

It’s not just about endangerment

The evidence is clear: Climate change endangers human health. But there’s a flip side to the story.

When governments work to reduce the causes of climate change, they help tackle some of the world’s biggest health challenges. Cleaner vehicles and cleaner electricity mean cleaner air – and less heart and lung disease. More walking and cycling on safe sidewalks and bike paths mean more physical activity and lower chronic disease risks. The list goes on. By confronting climate change, we promote good health.

To really make America healthy, in our view, the nation should acknowledge the facts behind the endangerment finding and double down on our transition from fossil fuels to a healthy, clean energy future.

This article includes material from a story originally published Nov. 12, 2025.

The Conversation

Jonathan Levy receives funding from the National Institutes of Health, the Federal Aviation Administration, the City of Boston, the Masschusetts Office of the Attorney General, and the Mosaic Foundation.

Howard Frumkin has no financial conflicts of interest to report. He is a member of advisory boards (or equivalent committees) for the Planetary Health Alliance; the Harvard Center for Climate, Health, and the Global Environment; the Medical Society Consortium on Climate Change and Health; the Global Consortium on Climate and Health Education; the Yale Center on Climate Change and Health; and EcoAmerica’s Climate for Health program, and chairs the National Academy of Medicine Committee on the Roadmap for Transformative Action to Achieve Health for All at Net-Zero Emissions—all voluntary unpaid positions.

Jonathan Patz receives funding from the National Institutes of Health. He is affiliated with the Medical Society Consortium for Climate and Health, and its affiliate Healthy Climate Wisconsin.

Vijay Limaye is affiliated with the Natural Resources Defense Council.

ref. Trump’s EPA decides climate change doesn’t endanger public health – the evidence says otherwise – https://theconversation.com/trumps-epa-decides-climate-change-doesnt-endanger-public-health-the-evidence-says-otherwise-275619