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What parents need to know about Tylenol, autism and the difference between finding a link and finding a cause in scientific research

The article discusses the ongoing debate regarding the potential link between prenatal acetaminophen (Tylenol) use and autism. While some studies show weak associations, establishing causation remains challenging. Factors like dosage response and sibling outcome comparisons are critical for understanding this complex issue, highlighting the need for more thorough research and consulting healthcare professionals.

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In cases where associations are found, researchers must consider dosage response, differences between siblings and other factors to determine a cause-and-effect relationship. Ronaldo Schemidt/AFP via Getty Images

What parents need to know about Tylenol, autism and the difference between finding a link and finding a cause in scientific research

Mark Louie Ramos, Penn State

Claims from the Trump White House about links between use of the painkiller acetaminophen – often sold under the brand name Tylenol in the U.S. – during pregnancy and development of autism have set off a deluge of responses across the medical, scientific and public health communities.

As a father of a child with level 2 autism – meaning autism that requires substantial support – and a statistician who works with such tools as those used in the association studies cited by the White House, I find it useful to think about the nuances of association versus causation in observational studies. I hope that this explanation is helpful to parents and expecting parents who, like me, are deeply invested in the well-being of their children.

a bunch of white pills are shown with the words tylenol 500 on them in red
The painkiller acetominophen is often sold under the brand name Tylenol in the U.S. AP Photo/Jae C. Hong

Association is not causation, but …

Most people have heard this before, but it bears repeating: Association does not imply causation.

An often-cited example is that there is a very strong association between ice cream sales and incidents of shark attacks. Of course, it goes without saying that shark attacks aren’t caused by ice cream sales. Rather, in the summertime, hot weather drives more appetite for ice cream and beach time. The increased number of people at the beach does, in turn, cause the likelihood of shark attacks to increase.

Yet pointing this out on its own is neither intellectually satisfying nor emotionally appeasing when it comes to real-life medical concerns, since an association does suggest potential for a causal relationship.

In other words, some associations do end up being convincingly causal. In fact, some of the most consequential discoveries of the past century in public health, like the links between smoking and lung cancer or the human papillomavirus (HPV) and cervical cancer, started out as findings of very strong association.

So when it comes to the issue of prenatal acetaminophen use and autism development, it is important to consider how strong the association found is, as well as the extent to which such an association could be considered causal.

Establishing causal association

So how do scientists determine if an observed association is actually causal?

The gold standard for doing so is conducting what are called randomized, controlled experiments. In these studies, participants are randomly assigned to receive treatment or not, and the environment where they are observed is controlled so that the only external element that differs among participants is whether they received treatment or not.

In doing this, researchers reasonably ensure that any difference in the outcomes of the participants can be directly attributed as being caused by whether they received the treatment. That is, any association between treatment and outcome can be considered causal.

Yet oftentimes, conducting such an experiment is impossible, unethical or both. For instance, it would be highly difficult to gather a cohort of pregnant women for an experiment and extremely unethical to randomly assign half of them to take acetaminophen, or any other medication for no particular reason, and the other half not to.

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So when experiments are simply infeasible, an alternative is to make some reasonable assumptions on how observational data would behave if the association was causal and then see if the data aligns with these causal assumptions. This can very broadly be referred to as observational causal inference.

Parsing what the studies mean

So how does this apply to the current controversy over the potential for acetaminophen use during pregnancy to affect the fetus in a way that could result in a condition like autism?

Researchers who try to understand causal roles and links between one variable and potential health outcomes do so by considering: 1) the size and consistency of the association across multiple attempts to estimate it, and 2) the extent to which such association has been established under observational causal inference frameworks.

As early as 1987, researchers have been working to measure possible associations between acetaminophen use during pregnancy and autism. A number of these studies, including multiple large systematic reviews, have found evidence of such associations.

For instance, a 2025 review of 46 studies that examined association between acetaminophen use and an array of neurodevelopmental disorders, including autism, identified papers with five positive associations between acetaminophen and autism.

In one of those studies, which examined 73,881 births, the researchers found that children who were exposed to acetaminophen prenatally were 20% more likely to develop borderline or clinical autism spectrum conditions. Another examined 2.48 million births and reported an estimated association of only 5%.

Both of those are weak associations. For context, estimations of increased lung cancer risk from smoking in the 1950s were between 900% to 1,900%. That is, a smoker is 10 to 20 times more likely than a nonsmoker to develop lung cancer. By comparison, in the two autism studies above, a pregnant woman who takes acetaminophen is 1.05 to 1.20 times more likely than one who does not take the drug to have a child who would be later diagnosed with autism.

It’s also important to keep in mind that many factors can affect how well a study is able to estimate an association. In general, larger sample sizes provide both greater power to detect an association if one does exist, as well as improved precision over estimating the value of the association. This does not mean that studies with smaller sample sizes are not valid, only that from a statistical perspective, researchers like me place greater confidence in an association drawn from a larger sample size.

Once an association – even a small one – is established, researchers then must consider the extent to which causation can be claimed. One way to do this is through what’s called dose-response. This means looking at whether the association is higher among women who took higher doses of acetaminophen during pregnancy.

The study mentioned above that looked at 2.48 million births shows an example of dose-response. It found that pregnant women who reported taking higher doses have higher autism risk.

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Another way to examine possible causality in this context is to analyze sibling outcomes, which that same paper did. Researchers looked at whether associations between acetaminophen and autism persisted within families with more than one child.

For example, in a family with two children, if the mother used acetaminophen during one pregnancy and that child was later diagnosed with autism, but she did not use it during the other pregnancy and that child was not diagnosed, then this strengthens the causal claim. Conversely, if acetaminophen was used during the pregnancy of the child who was not diagnosed with autism and not used during the pregnancy of the child who was, then that weakens the causal claim. When this was included in the analysis, the dose-response disappeared, and in fact the overall 5% increased risk mentioned before likewise disappeared. This weakens the claim of a causal relationship.

Consult your doctor

At present, there is clearly not enough evidence to establish a causal association between prenatal acetaminophen use and autism.

Yet as a parent who wonders if my daughter will ever be able to write her name, or hold a job or raise kids of her own, I understand that such explanations may not appease the fears or concerns of an expecting mother who is suffering from a fever.

Naturally, all of us want absolute certainty.

But that’s not possible when it comes to acetaminophen use, at least not at this time.

Your doctor will be able to provide you with much sounder advice than any existing study on this topic. Your OB-GYNs are very likely aware of these studies and have much better judgment as to how these results should be considered in the context of your personal medical history and needs.

Researchers, meanwhile, will continue to dig deeper into the science of this critically important issue and, hopefully, provide greater clarity in the years to come.

Mark Louie Ramos, Assistant Research Professor of Health Policy and Administration, Penn State

This article is republished from The Conversation under a Creative Commons license. Read the original article.

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health and wellness

Millions of mobile gamers prize stress relief over winning

Mobile Gamers Prize Stress: In the school’s car pickup line, five minutes before it starts moving. In the doctor’s office waiting room for an appointment that you’ve been heavily anticipating. In bed, just before going to sleep. In these transitional moments, many people reach for their phones — not to scroll, but to play.

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Millions of mobile gamers prize stress relief over winning

Millions of mobile gamers prize stress relief over winning

(Sheeka Sanahori) In the school’s car pickup line, five minutes before it starts moving. In the doctor’s office waiting room for an appointment that you’ve been heavily anticipating. In bed, just before going to sleep. In these transitional moments, many people reach for their phones — not to scroll, but to play.

According to a June 2026 survey of more than 128,000 KashKick mobile gamers, playing a mobile game is more than a way to pass the time. Stress relief and relaxation are the top reasons respondents play, beating out entertainment and fun. As KashKick reports, for many people, this means mobile games are less a simple distraction and more a coping mechanism for the daily stress of life.

A quick reset for life’s transitional moments

Most respondents identify as women, and 60% live in households that earn less than $50,000 per year. In the ranking of their reasons for playing, stress relief and relaxation topped the list, with boredom relief, entertainment and fun close behind.

The ranking reads less like a profile of a gaming hobby and more like a profile of a coping behavior.

More than half of the respondents play games daily or multiple times a day. When they reach for a mobile game, about 53% of the time it’s for a short session—usually 30 minutes or less. Where and when people play tells its own story: 58% play in bed before going to sleep and 40% play in the bathroom. These are private, solitary moments, not the times people typically plan entertainment into their day.

Coping with stress by gaming

To understand why respondents play games for stress relief more than for fun, it helps to look at who they are. Among those surveyed, 19% say they’re unemployed or looking for work, and 60% live in lower-income households. There are likely some areas of their life where they must make every dollar stretch to cover the things they need.

The survey findings coincide with research from the American Psychological Association’s 2025 Stress in America report. According to the report, 18% of men and 22% of women under age 65 rate their stress level at eight or higher on a scale of one to 10. Although the KashKick survey didn’t measure stress, respondents are mostly women and fall within the age and income groups the APA found to carry the most stress.

The APA’s report also describes loneliness as a major strain for Americans. The KashKick survey didn’t measure feelings of isolation, but 55% prefer to play alone, and 60% rarely or never discuss their gameplay with friends or family.

Overall, the survey identifies a group of people who have found a routine, low-cost approach to cope with stress. They’re not necessarily there to get the highest score. They’re playing a mobile game to help them navigate a day that, with all of life’s to-dos and challenges, could quickly feel overwhelming.

Methodology

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The KashKick Gaming Habits Survey was fielded from June 8, 2026, through Aug. 10, 2026, among KashKick members in the United States who play mobile games. The Gaming Habits Survey was available to all members on KashKick’s Surveys page post-profile completion. The survey received 128,218 total responses, with question-level response counts ranging from approximately 109,793 to 128,218 depending on attrition. All findings describe KashKick mobile gamers and should not be interpreted as representative of U.S. mobile gamers overall. Industry and stress context references publicly available data from the American Psychological Association, Statista, and Newzoo.

Photo courtesy of Shutterstock collect?v=1&tid=UA 482330 7&cid=1955551e 1975 5e52 0cdb 8516071094cd&sc=start&t=pageview&dl=http%3A%2F%2Ftrack.familyfeatures track

SOURCE:
KashKick

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Child Health

Pediatric Cancer Goes Beyond a Victory Bell: How Research and Innovation Improve Survivorship Rates

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Pediatric Cancer Goes Beyond a Victory Bell: How Research and Innovation Improve Survivorship Rates

(Feature Impact) For every tear-jerking video found online of a child ringing a bell that signifies a cancer journey victory, there are dozens, if not more, people working behind the scenes. From leading minds in cancer research to doctors, nurses and support staff, a vast network of people and decades of medical advancements make those moments possible.

In fact, in the last 10 years, the FDA approved 10 new immunotherapies and 20 molecularly targeted therapies to treat pediatric cancers, according to the American Association for Cancer Research. Those breakthroughs – and the children they impact – come with a cost, which is why Hyundai Hope on Wheels has served as a pioneer in increasing survival rates by investing $303 million in pediatric cancer research over nearly three decades.

Those funds have supported more than 1,600 grants to 210 institutions, leading to new insights into cancer biology, clinical trials and new drug development while bringing hope at all stages of a child’s cancer journey.

However, there remains work to be accomplished. According to a survey conducted by Atomik Research on behalf of Hyundai Hope on Wheels, 46% of U.S. adults believe that a child ringing a hospital bell after cancer treatment signifies the child is cancer-free and their medical journey is largely over. The reality is more nuanced than that. In fact, more than one-third of respondents said they’re not familiar with the term cancer survivorship or they have heard the term but don’t fully understand what it means.

Many health care organizations define survivorship as beginning at the time of diagnosis and continuing through treatment and beyond. According to the American Association for Cancer Research, children who survive cancer face several long-term physical and psycho-social challenges due to their cancer and treatment, including planned surgeries, additional rounds of radiation or other forms of medical treatment to address common physical challenges stemming from chemotherapy.

Survival rates continue increasing with scientific and technological breakthroughs, up from 75% to 85% in nearly three decades, representing roughly 40,000 more children surviving their diagnoses. More than 3 in 4 U.S. adults are encouraged by that progress.

For survivors, treatment is just the beginning. Research, follow-up care and long-term funding determine what comes next, and every grant funded and every survivorship program backed means more children reaching adulthood.

According to the survey, more than 80% of adults said they’re more likely to support organizations that fund survivorship services, creating opportunities to fund crucial research and support for children facing pediatric cancer. Collaboration among leading minds, made possible by funding from organizations like Hyundai Hope on Wheels, has led to the development of comprehensive approaches to help children thrive during life after cancer, including enhanced medical records, AI integration, socioemotional support and combatting long-term side effects.

Find more information and ways you can join the fight by visiting HyundaiHopeOnWheels.org.

Photo courtesy of Shutterstock collect?v=1&tid=UA 482330 7&cid=1955551e 1975 5e52 0cdb 8516071094cd&sc=start&t=pageview&dl=http%3A%2F%2Ftrack.familyfeatures track

    

SOURCE:

Hyundai Hope on Wheels

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Child Health

A child rings the cancer bell. Here’s what that moment doesn’t show

Cancer Bell: A child who’s been treated for cancer walks down the hall of a medical facility, nurses and doctors smiling at them from all corners of the room. The child rings a bell, and everyone cheers as the kid hugs their loved ones. These heartfelt videos appear regularly across social media. What helps make each of those moments possible is decades of research and innovation. For every bell-ringing child whose video goes viral online, a longer health journey awaits.

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A child rings the cancer bell. Here's what that moment doesn't show

A child rings the cancer bell. Here’s what that moment doesn’t show

(Sheeka Sanahon) A child who’s been treated for cancer walks down the hall of a medical facility, nurses and doctors smiling at them from all corners of the room. The child rings a bell, and everyone cheers as the kid hugs their loved ones. These heartfelt videos appear regularly across social media. What helps make each of those moments possible is decades of research and innovation. In the last 10 years, the Food and Drug Administration (FDA) approved 10 new immunotherapies and 20 molecularly targeted therapies to treat pediatric cancers, according to the American Association for Cancer Research.

For every bell-ringing child whose video goes viral online, a longer health journey awaits. Hyundai Hope on Wheels, which has funded pediatric cancer research for nearly three decades, commissioned a survey to understand how much Americans know about that journey.

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As September marks Childhood Cancer Awareness Month, what that journey actually looks like is worth understanding. According to the survey, 46% of U.S. adults believe that a child ringing a hospital bell after cancer treatment signifies the child is cancer-free and their medical journey is largely over. The reality is more nuanced than that.

When cancer survivorship begins

Many health care organizations define survivorship as beginning at the time of diagnosis and continuing through treatment and beyond. Understanding survivorship this way helps recognize that a child’s cancer journey is about more than reaching the end of treatment. It also includes managing long-term physical, emotional and medical needs that may continue for years to come.

More than a third of U.S. adults say they’re not familiar with the term cancer survivorship or they have heard theterm but don’t fully understand what it means.

According to the American Association for Cancer Research, children who survive cancer face several long-term physical and psycho-social challenges due to their cancer and treatment. Children could face planned surgeries, additional rounds of radiation, or other forms of medical treatment to address common physical challenges stemming from chemotherapy. Every child’s medical treatment plan is different based on their specific needs, but one thing is clear: Pediatric cancer survivors need ongoing support as they navigate long-term health challenges.

Supporting children to live long, full lives

More than 3 in 4 U.S. adults are encouraged by the progress in pediatric cancer, up 5 points from last year. There’s good reason to be hopeful, too. According to the American Cancer Society, the survival rate among pediatric cancer patients has increased from 75% to 85% in nearly three decades, representing 40,000 more children surviving their cancer diagnosis.

18075 PEP detail embed3

Survival rates continue to increase thanks to breakthrough science and technology, and higher standards of care. Pediatric cancer research has led to new insights into cancer biology, clinical trials, and new drug development.

More than 8 in 10 adults say they’re more likely to support organizations that fund survivorship services, which creates more opportunities to fund crucial research and support for children facing pediatric cancer.

18075 PEP detail embed4

Methodology

Hyundai Hope on Wheels commissioned Atomik Research to conduct an online survey of 1,005 adults throughout the United States. The margin of error is +/- 3 percentage points with a confidence level of 95%. Fieldwork took place March 19-26, 2026. Atomik Research, part of 4media group, is a creative market research agency.

Photo courtesy of Shutterstock collect?v=1&tid=UA 482330 7&cid=1955551e 1975 5e52 0cdb 8516071094cd&sc=start&t=pageview&dl=http%3A%2F%2Ftrack.familyfeatures.com%2F18075%2F10508&dt=A CHILD RINGS THE CANCER BELL track

   

SOURCE:

Hyundai Hope on Wheels

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