The Headline Isn’t the Study | Reading Women’s Health News Critically

By Lisa Fullam, Strategic Advisor, Health Communications & Medical Marketing, On-Point Marketing & Communications

Health information is now more accessible than it has ever been. A newly published study can move from a medical journal to a news website, an email alert, an Instagram carousel, and a TikTok video within hours.

Health education through mass media began before the digital age, but personal health and wellness became increasingly visible in mainstream culture during the late 1970s and early 1980s. The growing popularity of jogging, aerobics, home exercise videos, and wellness magazines reflected greater public interest in fitness, nutrition, and prevention. Newspapers, magazines, and television responded with more consumer-focused health coverage, bringing medical research and expert guidance into public discussion.

More than forty years later, the media environment has changed significantly. Previously, audiences depended largely on information selected and interpreted by traditional news organizations. Today, people can instantly look up health information, follow clinicians and patient groups, monitor their own data, and share personal experiences. This change provides greater access and more opportunities for involvement, but it also creates more information to evaluate and fewer safeguards between a claim and its audience.

Why Women’s Health News Needs Context

That access still has real value. Health reporting can draw attention to overlooked issues, keep patients informed about new research, and prompt important questions. At the same time, the speed and volume of health media make it increasingly difficult to distinguish a significant development from a preliminary finding, an oversimplified headline, or content designed mainly to attract engagement.

Women’s health is especially vulnerable to this problem. Stories about contraception, pregnancy, fertility, menopause, and hormone therapy, for example, address decisions that are both personal and medically complicated. A headline stating that a medication “improves outcomes” or “offers new hope” can shape people’s expectations before the evidence has been placed in its proper context.

Throughout my career in health communications and medical marketing, I have watched this process from the inside. A well-conducted study can lead to a misleading headline, not necessarily because anyone intended to mislead, but because of the ordinary pressures of speed, space, competition, and attention.

Reading health news critically does not mean being suspicious of every story. It means understanding how medical information reaches the public and what may be lost along the way.

Media as a Filter

Media serve a function beyond simply passing information from a source to an audience. They filter it, deciding which studies are newsworthy, which experts and statistics to quote, and which headlines are likely to attract attention or drive a click.

Considerations such as available space, time constraints, audience interest, and editorial priorities all shape what gets emphasized and what gets left out. Some filtering is unavoidable. Journal articles are generally long and technical, and readers need clear, concise explanations of why the research matters. Difficulties occur when the necessary compression changes the meaning.

When Animal Studies Became Pregnancy Advice

A clear example occurred in 2017, when researchers published promising findings concerning the potential use of niacin in the prevention of birth defects during pregnancy. The study involved genetic sequencing among members of human families, but the niacin supplementation experiments were conducted in mice with specific genetic mutations. Niacin had not been tested as a method of preventing miscarriage or birth defects in pregnant women.

Nonetheless, the institutional press release said the research might have the potential to prevent miscarriages and birth defects worldwide. Many news reports repeated that suggestion, sometimes without making clear that the supplementation findings came from mice. Preliminary laboratory research began to sound like health guidance for pregnant women.

Five years later, in 2022, a peer-reviewed analysis of this niacin study traced the flow of information from the original study through the press release and subsequent news coverage. This analysis found that important details about the study design and its limitations had been omitted. The researchers also concluded that much of the exaggeration could be traced to the press release, not solely to news reporters.¹

The original study may have been significant and promising, but the study was not the headline, and the difference mattered.

When the Filter Becomes an Algorithm

Social media adds another layer to the media filter: The algorithm. Social media platforms tend to promote content based on engagement, which means posts that stir strong emotions may spread farther than those that carefully acknowledge limitations. It also compresses information further. A creator might summarize a news article that summarized a press release that summarized a study, losing context at every stage.

This does not mean social media is without value for health education. Many notable clinicians, researchers, health organizations, and patient advocates use it effectively, but the qualities that make content popular do not necessarily make it accurate.

Confidence does not establish expertise, and popularity does not prove that something is true. A personal story can be meaningful without being typical or representative. A claim can appear well established simply because it has been repeated, even if every repetition ultimately traces back to the same small study or to no study at all.

Birth Control, Blood Clots, and the Cost of Losing Context

This problem extends across women’s health and blood clotting. When news reports cover research about contraception, pregnancy, fertility treatment, or menopause therapy, they may omit important details about study participants, the treatments involved, the size of the risks, or the study’s limitations. These omissions can leave women with information that sounds definitive but may not apply to their individual circumstances.

Contraception or birth control and blood clots provide a particularly important example of why context matters.

Online discussions have given many women a place to share experiences that were not adequately addressed when they began using birth control. Blood clot survivors and their families have helped raise awareness of clotting risk, warning signs, and the importance of understanding personal and family health history. That visibility matters. It also demonstrates how difficult it can be to explain a complex risk in a headline, caption, or short video.

“Birth control” covers a wide range of methods that differ in ingredients, how they work, benefits, and risks. A post that refers only to “hormonal birth control” may not specify which method is being discussed, whether it contains estrogen, or how individual risk factors come into play. A personal account can powerfully convey what happened to one person while still leaving out information someone else needs to evaluate her own situation.

Understanding Both Likelihood and Severity

There is also the challenge of discussing a risk that may be statistically uncommon but serious when it occurs. The word “rare” alone does not do the job. It might reassure one person while making another feel that a serious experience has been minimized.

Good risk communication considers both likelihood and severity. It explains the method being used, discusses factors that could affect an individual’s risk, and identifies warning signs that require medical attention.

Social media’s speed and reach can work in different ways. One post might increase awareness of a risk or help someone recognize a symptom, but no single post can cover every method, medical history, or healthcare decision. The goal is not to discourage these conversations. It is to connect initial awareness with the fuller information people need to make informed choices.

General Awareness Is Not the Same as Informed Understanding

Research demonstrates the gap between awareness and having sufficient information. A 2024 study involving 1,150 adolescents and young adults found that clinicians were the most commonly preferred source of contraceptive information. Among participants age 18 and older, social media was the second-most-common source actually used.

The study also found that receiving information from a clinician was associated with feeling sufficiently informed to choose a contraceptive method, while receiving information from social media was not associated with feeling sufficiently informed.² Exposure to health content does not ensure that people receive enough information to make a decision. This underscores the need for accessible, accurate digital health education and the importance of discussing questions and concerns with healthcare professionals.

Read Women’s Health News Like a Skeptic, Not a Cynic

You do not need scientific training to assess health claims. A few habits can help reveal how much confidence a story or social post deserves:³ ⁴

• Read past the headline. Determine what the researchers actually found rather than relying only on how the findings were presented.
• Trace the claim to its source. Identify the specific study, journal, agency, or organization behind it. “Studies show” does not count as a citation.
• Find out who or what was studied. Was the research conducted in people, animals, or laboratory cells? How many participants were involved, and how long did the study last? Results involving postmenopausal women may not apply to college-age women, just as findings involving patients with diagnosed clotting disorders may not apply to the general population.
• Separate association from causation. “Linked to” does not mean “causes,” even though headlines sometimes blur the distinction.
• Check both numbers when you see a percentage change. If the number of cases reportedly doubled, ask: from what to what? An increase from one case per 1,000 to two cases per 1,000 doubles the rate but represents an absolute increase of one case per 1,000. Both statements are accurate, and together they provide important context.
• Remember that one study rarely settles a medical question. Consider its limitations, funding sources, and place within the wider body of evidence. Consult information from professional medical organizations, government health agencies, and other independent sources. A headline should prompt questions for a healthcare provider, not replace that conversation.

The Goal Is Informed Judgment

To be fair, this process is neither easy nor quick. It is unrealistic to expect people to verify every headline. The goal is not to investigate every item in your feed. It is to develop a few useful habits so that when a health issue matters to you, you know where to turn and what questions to ask.

Good health reporting can educate, warn, and empower. Social media can increase access and connect people with information they might otherwise miss. Yet no platform, headline, or viral post removes the need for context.

The goal is not to consume less health information. It is to be more deliberate about which sources we trust, what we share, and how we act on that information.

Get more information from the National Institutes of Health about this topic, and download a checklist to help you evaluate the importance of health news stories, here.

References

1. Dempster G, Sutherland G, Keogh L. Scientific Research in News Media: A Case Study of Misrepresentation, Sensationalism and Harmful Recommendations. Journal of Science Communication. 2022;21(1).
2. Pleasants E, Whitfield B, Pleasure ZH, et al. Adolescents and Young Adults’ Sources of Contraceptive Information. JAMA Network Open. 2024;7(9).
3. National Library of Medicine. Evaluating Health Information. MedlinePlus. Updated February 26, 2024.
4. National Institutes of Health. A Checklist for Communicating Science and Health Research to the Public. Updated June 25, 2025.