Wearable sensors aim to detect signs of heatstroke and warn workers

Wearable sensors aim to detect signs of heatstroke and warn workers


The Summary

  • Researchers are experimenting with biosensors that can monitor a worker’s vital signs and warn them if they exhibit signs of heat stroke.
  • The four-year study includes over 150 farmworkers in Florida who have been wearing the sensors in the fields.
  • Farmworkers are 35 times more likely to die from heat stress than other workers.

Outdoor workers face the highest risk from extreme heat, which can turn deadly in a matter of minutes. So researchers have begun experimenting with wearable sensors that can monitor a worker’s vital signs and warn them if they start exhibiting early signs of heat stroke. 

In Pierson, Florida, where temperatures can soar into the 90s before noon, workers on a fern farm have been equipped with experimental biopatches as part of a study sponsored by the National Institutes of Health. The patches measure the workers’ vital signs and skin hydration, and include a gyroscope to monitor continuous movement. 

Scientists from Emory University and Georgia Tech are collecting the data, which is then fed into an artificial intelligence algorithm. The eventual goal is for the AI to predict when a worker could be struck by heat illness and send alerts to their phone before that happens. For now, though, the researchers are still analyzing the data, which they plan to publish in studies next year.

“There’s this notion that working out in the field, it’s hot. It’s just the way it is,” said Roxana Chicas, a nurse-researcher at Emory who has been overseeing the biopatch data collection. “I think that with research, creativity, we can find ways to protect the workers while they’re working in the field.”

An average of 34 workers died of heat exposure annually from 1992 to 2022, according to the Environmental Protection Agency.  Farmworkers are 35 times more likely to die from it than other workers. But heat protections for laborers have thus far been left up to states. In California, for example, employers must provide training, water and shade if temperatures exceed 80 degrees Fahrenheit, but many states lack such rules. 

For their research, Chicas and her team partnered with the Farmworker Association of Florida to recruit participants. They aimed to outfit 100 workers with the biopatches for the four-year study, but said they were surprised by how many people wanted to take part, so wound up with 166.

The participating workers come in before dawn to get their patches and have their vitals measured. Then it’s off to the fields before the hottest and deadliest hours of the day. 

“I hope the research will help improve working conditions,” Juan Perez, one of the study participants, said in Spanish. He added that he has been working in fern fields for 20 years and would like more breaks and better pay. 

Other farmworkers, too, said they hope the research shows how strenuous their job can be. 

Antonia Hernandez, a study participant who lives in Pierson, said she often worries about the heat risk that she and her daughter face; both work in the fern fields.

“If you don’t have a family, you only worry about your house, your rent,” Hernandez said in Spanish. “But if you have children, well, the truth is that there is a lot of pressure on you, you have to work.”

Chicas said she can see the heat’s wear and tear on some workers’ faces.

“They look much older, some of them look much older than they really are, because it really takes a toll on their body and their health,” she said.

Chicas has been researching ways to protect farmworkers from heat for close to a decade. In projects dating to 2015, she outfitted workers with bulky sensors to measure skin temperature, skin hydration, blood oxygen levels and vital signs. The current study is the first time she has experimented with a lightweight biopatch; it resembles a large band-aid and is placed in the middle of the chest. 

As a whole, wearable sensors have gotten far less cumbersome, which has enabled some to be more widely used. Although the biosensors Chicas’ team is experimenting with aren’t yet publicly available, a system sold by the brand SlateSafety (and sponsored by the Occupational Safety and Health Administration) is available to employers. It involves arm bands that send readings of a worker’s core body temperature to a monitoring system. If their temperature gets too high, an employer can notify the worker to take a break.

A similar technology, called the Heat Illness Prevention System, is used in the military. Developed by the U.S. Army Research Institute of Environmental Medicine, it involves a chest strap that each soldier or Marine in a company can wear to estimate their core body temperature, skin temperature and gait stability. Leaders can then see the location and heat risk of the service members.

“The system is programmed to sense when someone is approaching higher than appropriate heat exposure levels,” Emma Atkinson, a biomedical researcher at the institute, said in a news release in February, adding: “Our system has enabled us to alert to a heat illness before it happens and be able to take action before somebody falls over.”

Unlike those systems, the one Chicas and her team are developing would send notifications directly to a worker, rather than within a larger system controlled by an employer. They are still finishing collecting data from the farmworkers, then the next step will be for the algorithm to start identifying patterns that indicate a risk of heat illness.

“For workers who work outdoors, they have to spend time outdoors, otherwise our food doesn’t get picked. Our fern doesn’t get cut. Our homes don’t get built,” Chicas said. “And they need to have something to better protect them as the threat of climate change increases.”


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Seafood, cocoa beans among imports that are subject to increased enforcement by FDA

Seafood, cocoa beans among imports that are subject to increased enforcement by FDA

The Food and Drug Administration continues using import alerts to enforce U.S. food safety regulations for food from foreign countries. The agency updates and modifies the alerts as needed.

Recent modifications to FDA’s import alerts, as posted by the agency, are listed below.

Click here to go to the FDA page with links to details on specific alerts. See chart below for list of alert modifications.

Click on table to enlarge. Use link above to go to FDA page with links to specific alerts.

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Intex PureSpa Inflatable Hot Tub Reviewed: Bubbles on a Budget

Intex PureSpa Inflatable Hot Tub Reviewed: Bubbles on a Budget

One of my greatest disappointments of adulthood is learning just how much hassle is attached to recreation. Everyone loves lounging on the deck of their buddy’s boat on a sunny summer day, but the poor schmuck who owns that boat is currently lubricating his battery terminals and waxing the gel coat. Everybody loves the family cabin until the gutters need to be cleaned. And everyone loves relaxing in an inflatable backyard hot tub until the power bill arrives or a wind storm knocks a big branch off the tree above it.

I’ve enjoyed some wonderful hours in the bubbles of Intex’s PureSpa inflatable hot tub during my testing period, which started last December and ran five months until Missouri’s summer heat arrived. If you’re someone who’s considering a backyard inflatable hot tub, I can promise some great hours looking up at the night sky as the steam lifts your spirits on a chilly Tuesday night. But I also need to warn you that it’s a commitment—hot tubs, even inflatable ones, require some care and feeding—and that you’re going to pay for the privilege on your power bills and some occasional scrubbing.

Slow Burn

The PureSpa is made by Intex, which is best known for its blow-up pool floats and camping mattresses, as well as aboveground pools, inflatable kayaks, and a host of similar products.

An inflatable hot tub is what it sounds like: It’s a tub that blows up using an air pump that’s part of the same unit that heats and filters. The shell of the tub is a three-ply laminated material that’s reassuringly sturdy—you won’t fret collapse while sitting on the edge. Roll out the bubble-wrap ground cover, put the tub on top, and inflate it—I have an automatic air pump that did the job in about 20 minutes. You then (carefully!) thread the inflow and outflow tubes from the heating unit to their counterparts on the tub. From there it took another 20 minutes to fill the tub with a garden hose. (Note that Intex recommends plugging the hot tub directly into an outlet and does not recommend use of an extension cord; something to consider when deciding on placement.)

Overhead view of beige and white inflatable container with bubbling water and a small motor attached all sitting on a...

Photograph: Martin Cizmar

The maker says that to reach the max temperature of 104 degrees Fahrenheit, the ambient outdoor temperature must be a minimum of 50 degrees. I didn’t find that to be true—I was able to get the water in the tub up to the max even when it was in the upper 20s. However, the water temp dropped once the insulated cover was off, and my power bill did reflect the challenge.

If you’re using hose water, expect to fill the tub and turn on the heat at least a day before you see yourself relaxing in it. Even when it was in the 60s outdoors I saw the temps rise by only a degree or two per hour. When I refilled in colder weather (colder than the temperature at which the company advertises it should be operated), it took two full days to break 100 degrees. The tub holds 200-plus gallons of water, which weighs 1,668 pounds on its own before adding people, so make sure the hot tub is placed on a surface that can support that weight.

That was before the insulated cover broke, though. This was not the result of any defect in manufacturing. Rather, it was my bad decision to leave the tub set up but not turned on during an especially cold stretch in the winter. A storm blew through and knocked a sharp branch off the tree above my deck, which punctured the insulated cover that had grown brittle from the cold. Water leaked through the hole and was sopped up by the insulation, becoming a soggy, heavy lump that I struggled to pull on and off. As I said, a hot tub is a commitment—if you’re going to use the Intex in winter be prepared to either take it apart or leave the heater running continuously so the cover doesn’t get brittle in the cold. (A replacement insulated cover can now be had for $80, but I instead bought a cheap, off-brand replacement and paid the difference to the power company over several months.)

Video: Martin Cizmar

The other big issue I dealt with was a slow, steady leak from the seals on the heat pump. This started before I pushed the tub into freezing temperatures and continues to this day. A small drip of water every second adds up over the course of several days, so I found myself having to top off the tub with colder hose water, which meant waiting hours for it to heat up again. I worry I may have been too hasty in threading the tubes from the heater to the tub when I first got the tub—take your time and attach them as carefully as you can.

I didn’t have any difficulty with chemicals, because I used a single 1-inch chlorine tablet every week—the hot tub comes with a ball-shaped dispenser—and emptied the tub to clean using dish soap and a sponge at most monthly. (That’s another little chore, of course.) Refilling the tub only costs a couple of bucks where I live, but if you live somewhere where water is precious and expensive, you may want to spend time learning more about treatment regimens.

Tub Time

Once you do settle into the PureSpa, though, you will be delighted. With the cover off for soaking, it will slowly cool but always stayed above 95 degrees for the duration of my 30-minute bubble timer. The bubbles come from 120 little holes running in a circle around the bottom of the tub. They’re far less powerful than Jacuzzi jets but do feel good against aching muscles, and they provide a nice ambiance.

There is plenty of room for four people, and two people can spread out across the tub and stretch their legs and arms. You won’t fret the tub collapsing if you lean over the edge to grab a drink or switch the music. After a couple of months, it became a reliable way to relax on a chilly evening. And once summer heat started, it was easy enough to deflate, clean, and stow away in the garage for the summer. (I was able to get the pool body down to about the size of a very large duffle bag.)

It won’t take many crisp nights before I’m dragging the Intex tub back out. Then, a few days later I’ll be spying on the water level and topping it off. A few weeks after that, I’ll be draining, scrubbing, and refilling. On and on, little chores rising up from the tub like so many bubbles.


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How to Dress When Traveling

How to Dress When Traveling


There are lots of tulle skirts and ball gowns over here on Atlantic-Pacific. But, I know many of you are also looking for some everyday outfit inspiration sprinkled in. In this realm, one of the most frequent requests I receive is for comfortable airport outfit ideas. While I shared a variety of travel outfit inspiration last year, it seems like everyone is on the hunt for looks that are specifically comfort-focused, yet still put together.

I’ve traveled a lot over the past decade, both for work and for pleasure, so I definitely understand the desire to stay relaxed on a long travel day. Today I’m going to walk through my favorite pieces to wear when I want to feel ultra comfy cozy. I’ll cover some important things to consider when dressing as well as some comfy airport outfits that can easily be recreated!


Why I Love a Comfortable Airport Outfit

It’s no secret I love going all out and dressing up whenever possible. However, there’s a time and a place for a statement dress and a time and a place for a casual sneaker outfit. It’s certainly possible to look elevated and chic at the airport, while also staying comfy. Traveling can be stressful, you’re hauling around a carry-on bag, and there’s a possibility of delays and changed plans. In a nutshell, it’s just a lot. Therefore, opting for comfy airport clothes simply makes sense!


Things to Consider for a Comfortable Airport Outfit

Before sharing my current favorite travel looks, I wanted to chat about a few things that I always consider when choosing these outfits. As with any part of traveling, planning ahead is key!

1. Avoid pieces that are too long or too short.

It’s inevitable that you will be bending over, reaching up, and squeezing into small spaces when traveling. You might even have to break into a full sprint to make your connecting flight (guilty!) For these reasons, it’s important to pay attention to the length of the clothing items you select. I try to avoid tops that are too cropped and pants that are too long, as you don’t want them dragging on the floor. I’m also careful not to wear super restrictive fabrics, which could cause the need to constantly tug and pull on clothing during an already hectic travel day.

2. Be prepared for a variety of temperatures.

We all know that air travel means you will find yourself overheating at one point and shivering at another. I try to prepare for this by choosing a comfortable airport outfit that has layers and breathable fabrics. I also typically bring a great cashmere wrap, which can double as a blanket.

3. Make the most of the pieces you pack.

While it doesn’t always work out, I try to ensure that a few of the items I am wearing on a travel day will also be worn during my trip. I hate overpacking, but I’m also famous for it. So I try to wear comfy airport clothes that can also be paired with other pieces that I’ve packed for the destination.

Unfortunately, nowadays airport travel is all about the unexpected. Even when you follow a packing list and plan every minute of your travel day, sometimes the airport gods have other plans. Walking long distances seems to be almost inevitable. For this reason, selecting comfortable footwear is one of the most important aspects to ensuring you have a pleasant travel day.


Comfortable Airport Outfit Formula

Now that we’ve chatted about the basics, let’s jump in and discuss the anatomy of a comfortable airport outfit. Starting at the bottom and working the way up, these are my go-to pieces for a cozy look.

When I’m aiming for a casual travel day, I almost always opt for sneakers. Every now and then I’ll switch it up and wear a great ballet flat or loafer, but ultimately, sneakers are the best choice. Some of my favorites include Adidas Gazelles and Sambas (wearing these above), a classic pair of Veja sneakers, or a great pair of New Balance. Many of the Adidas Gazelle outfit ideas that I previously shared would be great for travel days.

And while I am a Millennial through and through, I have been embracing the higher sock trend with this striped crew sock. The TikTok girlies have won me over. Plus, these socks are honestly more comfortable and practical!

Travel Pants

Next up, let’s talk travel bottoms. As I previously mentioned, I try to wear fabrics that are breathable, stretchy, and not restrictive when traveling. For this reason, I tend to lean into elastic waist pants (or any pair with a super comfortable waist). I am also careful to choose bottoms that aren’t too long. Nobody wants their pants dragging on the airport bathroom floors!

For comfy airport outfits in the summertime, linen pants are a great option. I am currently loving this pair, this pair, and this pair. A jogger pant is another excellent choice. If you prefer a sweatpant style, these and these are great. For a more athletic vibe, these (wearing these above) or these are both good options.

Layering Tops

When it comes to travel day tops, layering is key. As a base layer, I typically wear one of my favorite tanks or a great t-shirt. I love this high neck tank and this slim fit tank, which are both very affordable from Target. As for tees, I previously did a huge round up of all my favorites. I included a wide range of options, from slouchy to fitted, so there are plenty of styles to choose from!

And because we all know how unexpectedly a travel day can shift from hot to cold, I always bring a top layer. A half-zip fleece pullover or a classic sweater are both great for comfy airport outfits. I also love an oversized crewneck like this one or this one. If you’re looking for something a bit more fitted, but not tight, I love this stripe long sleeve tee (wearing above) and this classic cashmere sweater. And last, but not least, if stripes are your thing, check out this top and this top. Each of these would layer nicely over one of the Target fitted tanks.

Third Piece

Depending on the time of the year you’re traveling, you might need to bring a third piece. Since we are entering fall, I wanted to share some of my recent favorites. I always love a long vest. I feel like the longer length can balance a look, especially when wearing joggers. Plus, once you’re done with it, you can pack it up tightly, without taking up much room, despite being super warm! A quilted jacket is another awesome option. This one recently caught my eye. I love that it feels functional, yet has a touch of fashion.

Additional Touches

One of my all-time favorite travel items is a cashmere wrap. This one and this one are both great options. They keep you warm, don’t take up a lot of space, and double as a blanket on the plane!

Another must-have for a comfortable airport outfit? A hands-free bag. I love my MZ Wallace quilted duffle bag, which fits over the handles of my carry-on suitcase. This giant, lightweight quilted bag is another favorite (wearing this above). I appreciate that it can be worn over my shoulder or as a crossbody bag. I also always opt for pieces that can be completely zipped on top.

PS. my water bottle can be found here!


Comfortable Airport Outfit Ideas

If you have a vacation on the horizon, I hope these tips and ideas on comfy airport outfits help make your planning a bit easier. I also recommend checking out these airport outfit ideas for even more inspiration! And for additional travel favorites, head on over to my beach travel packing list, aprés ski clothing, travel beauty favorites, and things to do in Sarasota. Safe travels!


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Scientists discover massive cave on moon that could be used to shelter astronauts

Scientists discover massive cave on moon that could be used to shelter astronauts

An Italian-led team of scientists say they have confirmed evidence of a sizable cave on the moon not far from where Neil Armstrong and Buzz Aldrin landed 55 years ago. 

The cave is located at the Sea of Tranquility just 250 miles from Apollo 11’s landing site and researchers suspect there are hundreds more that could house future astronauts as several nations look to create a permanent base on the lunar surface for humans. Apollo 17 in 1972 was the final flight of the Apollo program.

The pit, like the more than 200 others discovered up there, was created by the collapse of a lava tube, scientists say.

CHINA LAUNCHES LUNAR PROBE TO TAKE SAMPLES FROM FAR SIDE OF THE MOON

Mare Tranquillitatis pit crater on the moon

Mare Tranquillitatis pit crater, where the cave was discovered, is about 330 feet deep. (NASA/GSFC/Arizona State University)

Researchers analyzed radar images of the Mare Tranquillitatis pit (MTP), an elliptical skylight with vertical or overhanging walls and a sloping pit floor that seems to extend further underground. The radar images were captured by NASA’s Lunar Reconnaissance Orbiter in 2010 and compared the results with lava tubes on Earth. 

“We find that a portion of the radar reflections originating from the MTP can be attributed to a subsurface cave conduit tens of metres long, suggesting that the MTP leads to an accessible cave conduit beneath the Moon’s surface,” and abstract from the study reads.

“This discovery suggests that the MTP is a promising site for a lunar base, as it offers shelter from the harsh surface environment and could support long-term human exploration of the moon.”

The radar data reveals only the initial part of the underground cavity, according to the scientists. They estimate it’s at least 130 feet wide and tens of yards long, probably more and is accessible from MTP, the deepest known pit on the moon which is about 330 feet deep, according to NASA.

“Lunar caves have remained a mystery for over 50 years. So it was exciting to be able to finally prove the existence” of one, Leonardo Carrer and Lorenzo Bruzzone of the University of Trento, wrote in an email to the Associated Press.

Most of the pits seem to be located in the moon’s ancient lava plains, according to the scientists. There also could be some at the moon’s South Pole, the planned location of NASA’s astronaut landings later this decade. Permanently shadowed craters there are believed to hold frozen water that could provide drinking water and rocket fuel.

During NASA’s Apollo program, 12 astronauts landed on the moon, beginning with Armstrong and Aldrin on July 20, 1969.

ON THIS DAY IN HISTORY, JUNE 18, 1983, ASTRONAUT SALLY RIDE BECOMES FIRST AMERICAN WOMAN IN SPACE

New Jersey harvest moon

The moon rises behind the Statue of Liberty in New York City on September 18, 2021, as seen from Jersey City, New Jersey.  (Gary Hershorn/Getty Images)

The findings suggest there could be hundreds of pits on the moon and thousands of lava tubes. Such places could serve as a natural shelter for astronauts, protecting them from cosmic rays and solar radiation as well as from micrometeorite strikes. 

Building habitats from scratch would be more time-consuming and challenging, even when factoring in the potential need of reinforcing the cave walls to prevent a collapse, the team said.

Mahesh Anand, a professor of planetary science and exploration at the UK-based The Open University, told The Natioal News that a lunar habitat inside a cave would be less hostile than what astronauts would experience on the lunar surface.

“For example, there would less fluctuation in ambient temperature between lunar day and night and more protection from space radiation and micrometeorite impacts,” he told the outlet.

“However, getting access to 100 meter (330 foot) deep chute would be a challenge and would require innovative engineering solutions for establishing a sustainable habitat.”

CLICK HERE TO GET THE FOX NEWS APP

two views of a moon pit

Two views of Mare Ingenii pit, another pit on the moon. Shadow measurements indicate that the Ingenii pit is about 230 feet deep. (NASA/GSFC/Arizona State University)

The U.S. aims to put a crew back on the lunar surface by the end of 2025 as part of a renewed commitment to crewed missions, aided by private sector players such as SpaceX and Blue Origin. They plan to land on the moon’s South Pole where permanently shadowed craters are believed to be packed with frozen water.

In February, the U.S. witnessed Intuitive Machines’ Odysseus lunar lander touching down near Malapert A in the South Pole region of the moon. It marked the first American spacecraft that has landed on the moon since the last crewed Apollo mission over 50 years ago. 


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Campo di Battaglia review – medicos face off in stately first world war hospital drama | Movies

Campo di Battaglia review – medicos face off in stately first world war hospital drama | Movies

Here is the upstanding infantryman of this year’s Venice film festival competition: dogged and decent, doomed to be gunned down by the judges. The festival likes to find room for the occasional domestic production in the main programme, a film that’s happy to ride its home-turf advantage but is otherwise there to make up the numbers. Gianni Amelio’s tense wartime saga is better than most but that counts for little when the battle heats up.

It is 1918, “the Year of Victory”, although in smalltown Italy it feels more akin to defeat. Alessandro Borghi and Gabriel Montesi play Giulio and Stefano, two childhood friends who work as doctors in a military hospital that has become a battleground of its own, toiling to patch up the casualties and truck them back to the front. Stefano is straight-backed, by the book, intent on freeing the beds as quickly as possible. Giulio, meanwhile, moonlights every night as “the Holy Hand”, deliberately infecting and maiming his patients so that they might be sent home. Both men in their way are playing God on the ward. Each eventually risks regarding the other as the devil.

Amelio is a 50-year veteran of Italian cinema and tackles the action with a robust, old-school efficiency. He mounts a cumbersome, well-acted drama in the wings of the first world war, shuttling from bed to bed to view the bloodied soldiers while clearing space for a lot of hushed conversations in dimly-lit rooms. Anna (Federica Rossellini), a pensive Red Cross nurse, suspects Giulio of being the near-mythic Holy Hand but assumes that Stefano never will. “He loves you too much,” she says, thereby setting us up for the friendship-breaking betrayal that surely lurks around the next darkened corner.

Out on the ward, the army doctor’s life runs to a remorseless daily routine. He examines and stitches and declares the patient fit to fight. But the hospital itself doesn’t exist in isolation, and is rocked by rumbling noises-off. In the dog days of the war, the Spanish flu breaks into Amelio’s handsomely carpentered film like the T-Rex at the end of Jurassic Park. The bacillus, it turns out, is Campo di Battaglia’s big third-act spoiler, in that it spins the tale off in a fraught new direction and frustrates the medics’ carefully-plotted collision course.

Campo di Battaglia is a sober, stentorian affair – but here perhaps is a dark joke at the characters’ expense. Giulio and Stefano have mapped their respective directions of travel and made choices they feel they can live with, only to find that battlegrounds are confounding and lay waste to the script. They find themselves turned around and bamboozled, effectively shot from all sides.

Campo di Battaglia screened at the Venice film festival.


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Feds Killed Plan To Curb Medicare Advantage Overbilling After Industry Opposition

Feds Killed Plan To Curb Medicare Advantage Overbilling After Industry Opposition

A decade ago, federal officials drafted a plan to discourage Medicare Advantage health insurers from overcharging the government by billions of dollars — only to abruptly back off amid an “uproar” from the industry, newly released court filings show.

The Centers for Medicare & Medicaid Services published the draft regulation in January 2014. The rule would have required health plans, when examining patient’s medical records, to identify overpayments by CMS and refund them to the government.

But in May 2014, CMS dropped the idea without any public explanation. Newly released court depositions show that agency officials repeatedly cited concern about pressure from the industry.

The 2014 decision by CMS, and events related to it, are at the center of a multibillion-dollar Justice Department civil fraud case against UnitedHealth Group pending in federal court in Los Angeles.

The Justice Department alleges the giant health insurer cheated Medicare out of more than $2 billion by reviewing patients’ records to find additional diagnoses, adding revenue while ignoring overcharges that might reduce bills. The company “buried its head in the sand and did nothing but keep the money,” DOJ said in a court filing.

Medicare pays health plans higher rates for sicker patients but requires that the plans bill only for conditions that are properly documented in a patient’s medical records.

In a court filing, UnitedHealth Group denies wrongdoing and argues it shouldn’t be penalized for “failing to follow a rule that CMS considered a decade ago but declined to adopt.”

This month, the parties in the court case made public thousands of pages of depositions and other records that offer a rare glimpse inside the Medicare agency’s long-running struggle to keep the private health plans from taking taxpayers for a multibillion-dollar ride.

“It’s easy to dump on Medicare Advantage plans, but CMS made a complete boondoggle out of this,” said Richard Lieberman, a Colorado health data analytics expert.

Spokespeople for the Justice Department and CMS declined to comment for this article. In an email, UnitedHealth Group spokesperson Heather Soule said the company’s “business practices have always been transparent, lawful and compliant with CMS regulations.”

Missed Diagnoses

Medicare Advantage insurance plans have grown explosively in recent years and now enroll about 33 million members, more than half of people eligible for Medicare. Along the way, the industry has been the target of dozens of whistleblower lawsuits, government audits, and other investigations alleging the health plans often exaggerate how sick patients are to rake in undeserved Medicare payments — including by doing what are called chart reviews, intended to find allegedly missed diagnosis codes.

By 2013, CMS officials knew some Medicare health plans were hiring medical coding and analytics consultants to aggressively mine patient files — but they doubted the agency’s authority to demand that health plans also look for and delete unsupported diagnoses.

The proposed January 2014 regulation mandated that chart reviews “cannot be designed only to identify diagnoses that would trigger additional payments” to health plans.

CMS officials backed down in May 2014 because of “stakeholder concern and pushback,” Cheri Rice, then director of the CMS Medicare plan payment group, testified in a 2022 deposition made public this month. A second CMS official, Anne Hornsby, described the industry’s reaction as an “uproar.”

Exactly who made the call to withdraw the chart review proposal isn’t clear from court filings so far.

“The direction that we received was that the rule, the final rule, needed to include only those provisions that had wide, you know, widespread stakeholder support,” Rice testified.

“So we did not move forward then,” she said. “Not because we didn’t think it was the right thing to do or the right policy, but because it had mixed reactions from stakeholders.”

The CMS press office declined to make Rice available for an interview. Hornsby, who has since left the agency, declined to comment.

But Erin Fuse Brown, a professor at the Brown University School of Public Health, said the decision reflects a pattern of timid CMS oversight of the popular health plans for seniors.

“CMS saving money for taxpayers isn’t enough of a reason to face the wrath of very powerful health plans,” Fuse Brown said.

“That is extremely alarming.”

Invalid Codes

The fraud case against UnitedHealth Group, which runs the nation’s largest Medicare Advantage plan, was filed in 2011 by a former company employee. The DOJ took over the whistleblower suit in 2017.

DOJ alleges Medicare paid the insurer more than $7.2 billion from 2009 through 2016 solely based on chart reviews; the company would have received $2.1 billion less if it had deleted unsupported billing codes, the government says.

The government argues that UnitedHealth Group knew that many conditions it had billed for were not supported by medical records but chose to pocket the overpayments. For instance, the insurer billed Medicare nearly $28,000 in 2011 to treat a patient for cancer, congestive heart failure, and other serious health problems that weren’t recorded in the person’s medical record, DOJ alleged in a 2017 filing.

In all, DOJ contends that UnitedHealth Group should have deleted more than 2 million invalid codes.

Instead, company executives signed annual statements attesting that the billing data submitted to CMS was “accurate, complete, and truthful.” Those actions violated the False Claims Act, a federal law that makes it illegal to submit bogus bills to the government, DOJ alleges.

The complex case has featured years of legal jockeying, even pitting the recollections of key CMS staff members — including several who have since departed government for jobs in the industry — against those of UnitedHealthcare executives.

‘Red Herring’

Court filings describe a 45-minute video conference arranged by then-CMS administrator Marilyn Tavenner on April 29, 2014. Tavenner testified she set up the meeting between UnitedHealth and CMS staff at the request of Larry Renfro, a senior UnitedHealth Group executive, to discuss implications of the draft rule. Neither Tavenner nor Renfro attended.

Two UnitedHealth Group executives on the call said in depositions that CMS staffers told them the company had no obligation at the time to uncover erroneous codes. One of the executives, Steve Nelson, called it a “very clear answer” to the question. Nelson has since left the company.

For their part, four of the five CMS staffers on the call said in depositions that they didn’t remember what was said. Unlike the company’s team, none of the government officials took detailed notes.

“All I can tell you is I remember feeling very uncomfortable in the meeting,” Rice said in her 2022 deposition.

Yet Rice and one other CMS staffer said they did recall reminding the executives that even without the chart review rule, the company was obligated to make a good-faith effort to bill only for verified codes — or face possible penalties under the False Claims Act. And CMS officials reinforced that view in follow-up emails, according to court filings.

DOJ called the flap over the ill-fated regulation a “red herring” in a court filing and alleges that when UnitedHealth asked for the April 2014 meeting, it knew its chart reviews had been under investigation for two years. In addition, the company was “grappling with a projected $500 million budget deficit,” according to DOJ.

Data Miners

Medicare Advantage plans defend chart reviews against criticism that they do little but artificially inflate the government’s costs.

“Chart reviews are one of many tools Medicare Advantage plans use to support patients, identify chronic conditions, and prevent those conditions from becoming more serious,” said Chris Bond, a spokesperson for AHIP, a health insurance trade group.

Whistleblowers have argued that the cottage industry of analytics firms and coders that sprang up to conduct these reviews pitched their services as a huge moneymaking exercise for health plans — and little else.

“It was never legitimate,” said William Hanagami, a California attorney who represented whistleblower James Swoben in a 2009 case that alleged chart reviews improperly inflated Medicare payments. In a 2016 decision, the 9th Circuit Court of Appeals wrote that health plans must exercise “due diligence” to ensure they submit accurate data.

Since then, other insurers have settled DOJ allegations that they billed Medicare for unconfirmed diagnoses stemming from chart reviews. In July 2023, Martin’s Point Health Plan, a Portland, Maine, insurer, paid $22,485,000 to settle whistleblower allegations that it improperly billed for conditions ranging from diabetes with complications to morbid obesity. The plan denied any liability.

A December 2019 report by the Health and Human Services Inspector General found that 99% of chart reviews added new medical diagnoses at a cost to Medicare of an estimated $6.7 billion for 2017 alone.

KFF Health News is a national newsroom that produces in-depth journalism about health issues and is one of the core operating programs at KFF—an independent source of health policy research, polling, and journalism. Learn more about KFF.

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The Ultra-Rich-Looking Color Trend That Will Define Fall

The Ultra-Rich-Looking Color Trend That Will Define Fall

Like clockwork, a few colors always emerge from the back of our closets once temperatures begin to drop. Black! Brown! Beige! All of them are the fashion crowd’s in-formal welcoming committee for fall. But beyond the more obvious shades, occasionally, there will be a few other colors that manage to capture our collective attention. Recently, some of those hues that have taken the runways by storm include oxblood, dove gray, and even olive green—which all, ironically, can be considered fall neutrals. For the record, these color trends are far from groundbreaking. However, for some fashion people, the mere concept of opting for clothing that’s not black, brown, or beige can be, well, earth-shattering. Considering that we’ve seen so many conversations crop up around alternatives to black, it’s only a matter of time before one color comes back into the chat: navy.

Before you scream at your screen, hear me out. Embracing color can be challenging for the fashion crowd (no shade intended). But opting for an unexpected neutral, like navy, allows us to make our everyday staples feel a bit more elegant with little effort. But if that’s not enough to sell you on this shade, keep scrolling. In an effort to prove that this color is actually, dare I say, the “new” black, I’ve pulled ample proof that this particular shade permeated F/W 24 collections. Ahead, you’ll find a few styling examples of this color trend on the runway and a curation of the best navy clothing for fall from Nordstrom, H&M, Aritzia, J.Crew, and a few other retailers. Fair warning: this story may cause you to want to stop wearing all-black. Proceed with caution.

the navy color trend shown on Bottega Veneta's fall runway worn by a model wearing gold earrings, a white button-down, a navy trench coat, brown mules, and a navy handbag

(Image credit: Launchmetrics Spotlight; PICTURED: Bottega Veneta)

The navy color trend shown on Lovechild1979's runway worn by a model wearing a black turtleneck layered under a navy dress styled with a black belt and black shoes

(Image credit: Launchmetrics Spotlight; PICTURED: Lovechild1979)

navy color trend shown on Carven's fall runway worn by a model wearing a navy blazer with a black blouse, navy trousers, and white pointed heels

(Image credit: Launchmetrics Spotlight; PICTURED: Carven)

the navy color trend shown on Aknvas's fall runway worn by a model wearing a navy pinstripe blazer top with matching trousers and black shoes

(Image credit: Launchmetrics Spotlight; PICTURED: Aknvas)

The navy color trend shown on Bevza's fall runway worn by a model wearing a navy turtleneck dress with gold hardware styled with black heels

(Image credit: Launchmetrics Spotlight; PICTURED: Bevza)

the navy color trend shown on Michael Kors's fall runway worn by a model wearing a navy blue coat over a gray sweater with matching gray pants, a brown belt, and brown pointed heels

(Image credit: Launchmetrics Spotlight; PICTURED: Michael Kors)

the navy color trend shown on Tom Ford's fall runway showed on a model wearing a navy army jacket with matching pants and matching sandals

(Image credit: Launchmetrics Spotlight; PICTURED: Tom Ford)