#long-term-health-forecasting

#long-term-health-forecasting

When scientists applied a new model of human survivability that takes into account the body's ability to function and stay cool depending on age, they found all six events had seen non-survivable periods for older people who could not find shade.

A new ZipHealth survey of over 1,000 workers found that nearly half (47%) of Gen Z said GLP-1 coverage would affect their choices between two similar jobs.

In a single streaming pipeline, you might be processing HL7 FHIR messages with frequent specification updates, claims data following various payer-specific formats, provider directory information with inconsistent taxonomies, and patient demographics with privacy redaction requirements. Our member eligibility stream processes roughly 50,000 records per minute during peak enrollment periods.

Many other higher-income countries are grappling with rising obesity and diabetes, but the U.S. stands out for how consistently those risks translate into worse cardiovascular outcomes, and how wide the gaps are by income, race, ethnicity, and geography.

In the first two weeks of January 2026, overall spend on health and wellbeing rose by 3.9% year-on-year, despite customer numbers falling by 2.8%. Spend per customer increased by 6.8%, showing that those who continue to prioritise health are committing more of their budget to it. The data suggests that January is no longer viewed as a reset period, reflecting how health and wellbeing is now prioritised within household budgets throughout the year rather than treated as discretionary spend.

Weather impacts sales. Every retailer knows it. But for most, the likelihood that it might rain, snow, or sleet on the third of March somewhere in the Midwest is rarely used. Vendors such as Weather Trends have offered accurate, long-range forecasts for more than 20 years. But the opportunity is not predicting the weather; it's knowing what to do with the data. AI might change that.

Public health consultant Dr Ross Keat said supporting people earlier to make small preventative changes would make "a big difference later on". Some 3,500 people in the north of the island within that age bracket are eligible for the checks. The checks will be carried out by two pre-existing nurses that support GP staff and would not replace GP appointments, Keat explained, adding that the cost would be minimal and absorbed by Ramsey Group Practice.

AI plays an important role-but not by fixing fragmented data on its own. The work of organizing, connecting, and interpreting healthcare information still belongs to people and the systems they build. Where AI helps is after that foundation is in place: by bringing the right information forward at the right time, reducing the effort it takes to find what matters, and supporting better decisions in the moment of care.

As the Magerstadt Professor of Cardiovascular Epidemiology, Khan studies the epidemiology of risk for heart failure. Using population-based cohorts and large electronic health record data analyses, she performs mechanistic studies that may enhance risk prediction and identify novel therapeutic agents for the prevention and treatment of cardiovascular disease. Khan and her team have developed a tool to predict risk and prevent cardiovascular disease such as heart failure, stroke, arrhythmia, coronary artery disease and many other conditions.

Want to live longer but don't want to change what you're already doing to try and live a healthy life? We have good news. You likely don't need to spend an extra three hours in the gym every week. You also probably don't need to get eight hours of sleep every night. And you likely don't have to revamp your diet, either.

Being overweight doesn't just make people more susceptible to chronic illnesses such as heart disease and diabetesit might also increase their risk of severe influenza and other infections, a new study confirms. The study, published today in the Lancet, suggests that people with obesity may be more susceptible to death and hospitalization from a variety of infections caused by viruses, fungi, parasites and bacteria.

In many ways, public health can't afford to ignore gamification. Addiction is already gamified-and it's winning. As one example, "smart" vapes now feature screens, rewards, animations, and puff tracking. These high-tech devices have become top-selling products, with 32% of youth and 33% of young adults reporting using vapes with screens, games, or Bluetooth connectivity in the past month. These products are applying the same engagement strategies used in consumer tech to drive repeat use and ultimately sustain addictive behavior.

Dr Ian K Smith believes that we need to revolutionise our approach to ageing, adapting our health and dietary practices to suit where we are now