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How chain IVF clinics improve infertility treatment

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In the U.S., demand for in vitro fertilisation (IVF) increased almost 140 per cent between 2004 and 2018, with chains now performing over 40 per cent of IVF treatment cycles nationwide.

The new study by La Forgia provides a more optimistic view in the case of fertility clinics, suggesting chain ownership has improved results. The researchers found that clinics acquired by a chain serve more patients, increasing IVF treatment cycles by 27 per cent, and they increase live birth rates by nearly 14 per cent.

“Chain organizations are very common in hotels and restaurants,” says Ambar La Forgia, an assistant professor at the Haas School of Business, UC Berkeley. “But when it comes to healthcare, because it hasn’t traditionally been delivered in this way, it seems to be making a lot of people uneasy.”

Policymakers are particularly concerned that chains will chase profit at the expense of patient outcomes.

The study has been published in Management Science and co-authored by Julia Bodner of Copenhagen Business School.

Significant improvement with chain clinics

IVF treatment cycles comprise five main stages that require over 100 distinct steps performed over four to six weeks. Along the way, many subjective decisions must be made.

The goal, of course, is to produce healthy babies, and the last step—when a physician transfers an embryo, or embryos, into a patient’s uterus—is particularly important. Transferring more than one embryo increases the success rate, which is measured by the number of live births divided by number of transfers, but it also increases the chance of multiple births, like twins, which is riskier for both the mother and the newborns.

To compare the performance of chain and independent clinics, La Forgia and Bodner collated a novel set of clinic and patient data that drew from the Centers for Disease Control, and the National Center for Health Statistics.

They also manually checked the ownership of every fertility clinic in the U.S. From this effort, they were able to look at two main outcomes between the years 2004 and 2018: How many IVF cycles does each clinic perform? And what is the success rate, measured by live births per transfer?

The researchers found that after a fertility chain acquires a clinic, IVF cycles increase dramatically and live birth rates increase by 13.6 per cent.

“This means that these chain clinics are doing more cycles of IVF and converting more of those cycles into live births,” La Forgia says. “They are actually improving the quality of care in a meaningful way.”

Chain clinics are not doing this by simply transferring a lot more embryos, either. La Forgia and Bodner find that they are actually producing more “singleton” births—that is, the birth of one baby—than their independent clinic peers, which implicitly suggests a better embryo selection process.

A product of more resources and knowledge

But what if these results are driven by a more stringent patient screening process, or by chains being more selective about the markets in which they operate?

La Forgia and Bodner investigated these possibilities and found no supporting evidence. There is no appreciable change in the patient population after a chain takes over an independent clinic. In fact, the largest improvement in live births is among patients who are 38 years old and older—the population that typically has the lowest success rates. Nor are their significant differences in the broader demographics of neighborhoods in which chain clinics operate, the researchers found.

Instead, it appears that chains improve outcomes through two mechanisms: the availability of more resources and a heavier focus on sharing best practices. The researchers make this case through several analyses. For instance, chains tend to introduce new processes and procedures known to improve birth rates. In fact, the lowest-performing clinics see the largest improvements when taken over by a chain, and clinics acquired by the highest-performing chains experience the greatest improvements.

Most notably, the researchers found that affiliated IVF clinics, which pay chains for select management support and financing options but retain managerial independence, witness an increase in patient volume and number of IVF cycles, but unlike fully acquired clinics, they don’t demonstrate an improvement in birth rates.

“Basically, in affiliated clinics the number of live births is going up as an absolute value, but they’re not getting better at achieving live births,” La Forgia says. “Our hypothesis is that a chain is willing to share its resources widely, but it may not want to share specific knowledge with an organisation it doesn’t own, so we’ll only see this knowledge transfer in acquired clinics.”

The authors demonstrated a final benefit of chains, which is that they increase access to IVF by expanding the market—performing more IVF cycles—rather than stealing business from competitors.

Supporting a better healthcare market

Some of the findings may be explained by the fact that compared with many other parts of the healthcare system, fertility clinics share some characteristics with retail stores and chain restaurants. It’s a relatively more competitive market and patients typically pay up front and out-of-pocket for care.

Clinics are also legally required to send their data to the government. Other sectors like dialysis and nursing care are more opaque and dependent on insurance, so chains may have fewer incentives to improve quality of care. But the researchers point out that plenty of health care is shifting toward a retail model, including dermatology providers, urgent care clinics, and physical therapists.

The authors offer three recommendations to help these markets support the kind of competition that ultimately improves patient outcomes.

  • Policymakers should increase transparency about quality of care. In the fertility sector, clinics are legally required to send their data to the government, which publishes them as an online report card, so patients can shop around.
  • Price transparency is necessary to increase competition among providers. In most healthcare settings, patients do not know how much they will pay, often until months after treatment. Since patients typically pay up front for fertility treatments, clinic chains may compete more on prices to attract new patients.
  • Finally, regulators should make sure patients have sufficient choice. In the dialysis market, for instance, two companies own 60% of clinics. Such concentration of power may negatively affect both prices and quality. As chains expand, regulators should make sure this growth doesn’t hinder patient choice.

“Very little research speaks to the ways in which chains are good or bad for patients,” La Forgia says.

“We ought to start paying attention to what kinds of markets might lend themselves well to this business model.”

Diagnosis

AI may help accelerate breast cancer diagnosis for high-risk women – study

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AI may help speed breast cancer diagnosis for high-risk women after abnormal mammograms, a study suggests.

Women with abnormal mammograms often wait weeks to learn whether they have breast cancer.

Researchers at UC San Francisco and UC Berkeley said an AI-guided workflow could help reduce that wait by quickly identifying those most likely to have the disease. Some women could move from imaging to evaluation, and sometimes biopsy, in a single day.

Dr Maggie Chung, first author of the study, said: “This is a really an exciting time.

“This moves us closer to personalised care, where we can tailor a plan so that each patient gets the right intervention at the right time.”

The study used an open-source AI model called Mirai.

The model was trained on hundreds of thousands of mammograms linked to patients’ cancer outcomes.

A mammogram is an X-ray scan of the breast used to look for signs of cancer. A biopsy involves taking a small tissue sample to test for disease.

The AI tool is designed to detect subtle patterns in screening mammograms and predict a woman’s cancer risk.

Researchers at UC San Francisco and UC Berkeley applied the model to more than 4,100 screening mammograms at Zuckerberg San Francisco General Hospital and Trauma Center.

Mirai identified 525 women, about 12.7 per cent of screened patients, as high risk.

Those patients could receive an interpretation of their mammograms immediately after the scan and have additional diagnostic imaging for suspicious areas on the same day.

Some women who needed biopsies were also able to have them on the same day.

The researchers said Mirai reduced the wait time for diagnostic evaluation from several weeks to about an hour.

For women who were ultimately diagnosed with breast cancer, it reduced the average wait for biopsy from more than two months to fewer than 10 days.

The researchers stressed that Mirai does not replace radiologists or make diagnoses on its own.

Instead, it acts as a triage tool to help physicians identify the patients who can benefit most from accelerated care.

The team analysed more than 114,000 archival mammograms before launching the programme, to ensure the model would capture enough high-risk patients without overloading the clinic with too many expedited evaluations.

The researchers said they hope AI will support a more personalised approach to breast cancer screening tailored to each patient’s breast cancer risk.

Chung said: “Right now, many women follow the same screening schedule but their individual risk can be very different.

“AI risk assessment gives us the chance to identify the women most likely to benefit from expedited care and get them what they need.”

Adam Yala, senior author of the study and a data scientist at UC Berkeley, said: “This is a powerful example of how AI can be a collaborative partner for physicians.

“It shows how we can improve care when we bring clinicians and data scientists together to design these systems.”

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Fertility

Infertility may be risk factor for early menopause, study suggests

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Women with primary infertility may face a higher risk of early menopause and reach it about a year earlier, a study suggests.

The findings suggest women with primary infertility may be more likely to enter menopause before the age of 45.

The increased risk appeared most notable among women with unexplained infertility or a history of endometriosis.

Dr Stephanie Faubion, medical director for The Menopause Society, said: “This study shows that women with primary infertility, specifically those with unexplained infertility or a history of endometriosis, were at risk for early menopause.

“Given that early menopause is linked to adverse long-term health consequences, these women may benefit from counselling that they are at risk of early menopause.

“This will allow them to monitor for early menopause and to seek treatment with hormone therapy, if indicated.”

Early menopause is usually defined as menopause before age 45, while premature menopause is menopause before age 40.

Women who experience menopause earlier may face symptoms for longer and have a higher risk of long-term health problems.

These can include cardiovascular disease, osteoporosis and neurocognitive disorders. Osteoporosis weakens bones, while neurocognitive disorders affect memory, thinking or brain function.

The study, highlighted by The Menopause Society, involved nearly 700 people, roughly half of whom had been diagnosed with primary infertility.

It found that women with a history of primary infertility underwent natural menopause about one year earlier than those without such a history.

Researchers found no association between infertility and premature menopause.

Infertility affects around one in six people globally and can have consequences beyond family planning.

Previous research has linked infertility with higher rates of cancer and cardiovascular disease, although causes vary and may involve genetic, hormonal, in-utero or lifestyle factors.

In-utero factors are influences that occur while a baby is developing in the womb.

Earlier studies looking at links between infertility and early or premature menopause have produced mixed results, with some not accounting for different types of infertility.

The new study suggested that women with unexplained infertility or a history of endometriosis may have an increased risk of early menopause.

Endometriosis is a condition where tissue similar to the lining of the womb grows elsewhere in the body. It can cause pain, heavy periods and fertility problems.

Known risk factors for early or premature menopause include tobacco use, low body mass index, not having given birth and starting periods at a younger age.

Women who have had more childbirths and those with a history of oral contraceptive use have previously been linked to later menopause.

The researchers said women with primary infertility may benefit from additional counselling because of the systemic and long-term health effects of early menopause.

They also said women should be encouraged to seek evaluation and treatment if they experience a new loss of menstrual cycles.

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Endometriosis documentary profiles stars including Marilyn Monroe and Amy Schumer

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A non-profit has launched an endometriosis documentary featuring Amy Schumer and Marilyn Monroe as it pushes for changes in how the condition is treated and understood.

The Endometriosis Collective has launched to change how endometriosis is researched, treated and understood, starting with a documentary featuring stories from people including Amy Schumer and Marilyn Monroe.

The feature-length documentary, “End of the Cycle”, will premiere in New York on Tuesday, and The Endometriosis Collective is making the film free to stream online.

Schumer, a comedian, writer and actor, has previously spoken of how endometriosis left her “on the floor in pain, vomiting from the pain, the pain that nobody can see.”

Schumer is one of several celebrities featured in the documentary. Other contributors include dancer Julianne Hough, Olympic medallist Brittany Brown and actors Janel Parrish and Folake Olowofoyeku.

The Endometriosis Collective timed the documentary premiere to coincide with the 100th anniversary of Marilyn Monroe’s birth.

Monroe, who died in 1962, starred in films such as “Some Like It Hot” and “Gentlemen Prefer Blondes.”

According to a biography published in 1985, Monroe’s endometriosis was so severe that it destroyed her marriages, her wish for children, her career and ultimately her life.

The Endometriosis Collective said the documentary shares newly uncovered information about Monroe’s experience with endometriosis.

The non-profit said the information connects Monroe’s story to the experiences of women across generations, highlighting how far awareness, research and care still have to go.

A representative of the Marilyn Monroe Estate said: “By sharing this part of her story through ‘End of the Cycle,’ we hope to honour her legacy in a way that brings visibility to endometriosis, encourages more open dialogue and helps inspire the research needed to create change.”

As part of the premiere, The Endometriosis Collective is holding a panel discussion.

Schumer, Brown and Olowofoyeku, the documentary’s co-directors Sammy Jaye and Soraya Simi, and medical experts are due to be part of the premiere.

AbbVie’s Orilissa and Sumitomo Pharma’s Myfembree are among the approved drugs for endometriosis pain.

Hough, one of the participants in the documentary, starred in an Orilissa campaign in 2017.

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