A blog covering the health/care ecosystem and people.

“The greatest opportunity offered by AI is not reducing errors or workloads, or even curing cancer: it is the opportunity to restore the precious and time-honored connection and trust,” Dr. Eric Topol wrote in his 2019 book, Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again. In the five years since Dr. Topol looked for AI to bolster the human-touch in health care, we’ve lived, worked, and muddled our way through the COVID-19 pandemic and witnessed the growing epidemic of burnout among clinicians, the front-line of medical care. I recalled Dr. Topol’s assertion on AI’s promise for humanizing health

While health care has been slower than other industries to leverage digital transformation, COVID-19 accelerated change — revealing some key barriers blocking the potential for more fulsome transformation, the OECD explains in its latest version of Health At A Glance for 2023 with a detailed chapter on “digital health at a glance.”                   The OECD report assesses digital health maturity across 22 countries: in addition to the U.S., the report provides details digital health traits in (alphabetically) Australia, Austria, Belgium, Canada, Czech Republic, Denmark, Estonia, Finland, France, Germany, Ireland, Israel, Japan, Korea,

Using the Internet and mobile health apps are as mainstream as swiping left for a date and researching features in a new car, based on the Digital 2023 Global Overview Report from Meltwater. The broad coverage of this kind of research can’t be accomplished by just one entity, and Meltwater acknowledges the partners who brought them to this research-party: these included data.ai, GSMA Intelligence, GWI, Locowise, Ookla, PPRO, SemRush, Similarweb, Skai, and Statista. In this 400+ page report, you can find most datapoints you’re interested in covering the global consumers’ use of the internet, mobile apps, and social media. I

Consider the key drivers of supply and demand in health care, globally, right now: On the medical delivery supply side, the shortage of staff is a limiting factor to continuing to deliver care based on the usual work-flows and payment models. On the demand side, patients are taking on more demanding roles as consumers with high expectations for service, convenience, and safe care delivered closer to home — or at home. This dynamic informs The Future Health Index 2023 report from Philips, launched this week at HIMSS 2023. This is the eighth annual global FHI report, with detailed country-specific analyses to

Ten years ago, ECRI named the top 10 health technology hazards  for 2013: they were alarm hazards, medication administrative errors using infusion pumps, unnecessary exposure and radiation burns from diagnostic radiology procedures, patient/data mismatches in EHRs and other HIT systems, interoperability failures with medical devices and health IT systems, and five other tech-related hazards. In 2014, ECRI pivoted the title of this annual report to “patient safety concerns,” a nuance away from health technology. Fast forward to 2023 and ECRI’s latest take on the Top 10 Patient Safety Concerns 2023. While technology is embedded in this list, the headlines have more

Only 4% of health care payments in the U.S. are pure fee-for-service (FFS) these days. “The end of pure FFS is near,” according to The State and Science of Value-Based Care, a report-out of survey research from Innovaccer and Morning Consult.             Innovaccer, a health cloud/data analytics company, worked with Morning Consult to do deep-dive interviews with 75 senior health care executives; research was conducted in November and December 2021, so these perspectives represent those of health system leaders at the start of 2022. The full report is worth your read; my focus in this Health

“Tom Lawry reminds us that the health care industry can shift from glacial to warp speed when it needs to. Given the right tools, we can evolve from health systems to systems of health, baked with Responsible Intelligence to do good while embedded with respect, inclusion, and transparency. Health citizens deserve Tom’s vision to emerge,” I wrote in a quote on the back of Tom’s new book, Hacking Health Care: How AI and the Intelligence Revolution Will Reboot an Ailing System.                 Tom knows whereof he speaks and writes and opines: he has

He had me at the statement, “I believe health data is medicine.” Those were the words of Ardy Arianpour, CEO and Co-Founder of Seqster, when sharing with me how his company was founded. We met up last week at the DIA Europe 2022 meeting (Drug Information Association) in the cool SQUARE Conference Center in Brussels, Belgium (my current home base for work and life). It was a rare opportunity to sit still with this on-the-go guy with whom an hour spent is the equivalent of three hours with most other folks. Ardy and the team call Seqster “the operating system

In the U.S., “Health care is complicated because complexity is profitable.” So explain Bob Kocher, MD, and Anuraag Chigurupati, in a viewpoint on Economic Incentives for Administrative Simplification, published this week in JAMA. Dr. Kocher, a physician who is a venture capitalist, and Chigurupati, head of member experience at Devoted Health, explain the misaligned incentives that impede progress in reducing administrative spending. This essay joins two others in the October 20, 2021 issue of JAMA which highlight administrative spending in American health care: Administrative Simplification and the Potential for Saving a Quarter-Trillion Dollars in Health Care by Nikhil Sahni, Brandon

As connected devices proliferate within health care enterprises and across the health care ecosystem, cybersecurity risks abound. During the first year of the COVID-19 pandemic, the health care sector was profoundly affected by cyber-attacks on connected devices, we learn in the report, Rise of the Machines 2021: State of Connected Devices – IT, IoT, IoMT and OT from Ordr. For this annual report, Ordr analyzed security risks across over 500 deployments in healthcare, life sciences, retail, and manufacturing sectors for the 12 months June 2020 through June 2021. In health care, outdated operating systems present some of the greatest risks:

Simply put, is the equation, “Spend more, get less” a sustainable business model? Of course not. But that’s the simple math on U.S. health care spending and what comes from it, according to Mirror, Mirror 2021: Reflecting Poorly, a perennial report from The Commonwealth Fund that compares health system performance across eleven developed countries. The first table details the metrics that the Fund compares across the eleven peer nations, which included Australia, Canada, France, Germany, the Netherlands, New Zealand, Norway, Sweden, Switzerland, the United Kingdom, and the United States. The metrics compared were access to care, care process, administrative efficiency, equity,

The coronavirus pandemic exposed weaknesses in the U.S. health care system that existed before the public health crisis. What lessons can be learned from the COVID-19 stress-test to build American health care back better? The National Academy of Medicine is publishing nine reports addressing health stakeholder segments impacted and re-shaped by COVID-19 — for public health, quality and safety, health care payers, clinicians, research, patients-families-communities, health product manufacturers, digital health, and care systems. The report on health care systems and providers was released this week:  COVID-19 Impact Assessment: Lessons Learned and Compelling Needs was authored by experts on the front-line

Investments in the digital health sector have fast-grown in the past decade, reaching $14bn in 2020 based on Rock Health’s latest read on the market. The COVID-19 pandemic accelerated the field across many industry segments. With such turbocharged growth on the supply side, Beazley, experts in specialty insurance, explores the risks of digital health and wellness in a new report, Digital health, telehealth and wellness: Attitudes to risk and insurance. With great potential for both innovation and reward comes great risks: Beazley points to the facts that, over two-thirds of digital health companies lack insurance coverage for medical malpractice for

Expanding omni-channel, data-driven, cost-effective health care in the community, tailoring that care, and attending to mental health paint the picture of health through the lens of CVS Health. The company published the Health Trends Report 2021 today, calling out ten forces shaping health care this year. Those themes are, The Year of the Pharmacist The Next Step Forward in Cardiac Care Cancer Needs a Better Roadmap The EHR Hits Its Stride The Mental Health Shadow of COVID-19 Tailor Care to the Older Patient More Agents that Predict Disease Paying for the New Medical Miracle Virtual Care Goes Mainstream, and Diabetes

Over one-half of Americans would likely use virtual care for their healthcare services, and one in four people would actually prefer a virtual relationship with a primary care physician, according to the fifth annual 2020 Consumer Sentiment Survey from UnitedHealthcare. What a difference a pandemic can make in accelerating patients’ adoption of digital health tools. This survey was conducted in mid-September 2020, and so the results demonstrate U.S. health consumers’ growing digital health “muscles” in the form of demand and confidence in using virtual care. One in four people would consider online options as their first-line to evaluating personal health

In January 2020, before we knew how to spell “coronavirus,” millions of consumers were already “Amazon-Primed” for everyday life-flows and consumer behaviors. The pandemic has accelerated consumer trends already in motion early this year when the Consumer Technology Association (CTA) convened the annual CES 2020 in Las Vegas. I covered the event here in Health Populi, as I have for most of the past decade, highlighting the growth of digital health and, this year, the expanding Internet of Healthy Things called-out by Dr. Joseph Kvedar in 2015. What a difference a public health crisis makes, accelerating digital health beyond fitness

In the COVID-19 era, most U.S. consumers believe they have an obligation to share personal health information to stop the spread of the coronavirus. However, only 44% would be willing to share their personal data with a national database, a MITRE study learned. Only one-third of Americans would be willing to share their temperature, 29% their location, and one-fourth information about their chronic conditions. The Harris Poll conducted the study among 2,065 U.S. adults 18 and over in mid-June 2020 to gauge peoples’ perspectives on health data and privacy. Three-quarters of people in the U.S. believe that data privacy “is a

The 21st Century Cures Act emphasizes patients’ control of personal health information. ONC rules issues in March 2020 called for more patient-facing health tools and apps to bolster health consumer engagement and empowerment. But the emergence of the coronavirus in the U.S. revealed many weakness in the American health care system, one of which has been health inequities faced by millions of people — especially black Americans, who have sustained higher rates morbidity and mortality for COVID-19. There have also been digital health divides found in the COVID-19 pandemic, discussed in a timely essay in JAMA, Digital Health Equity as

The Consumer Technology Association (CTA), collaborating with industry stakeholders, has ushered in a standard for artificial intelligence in health care.   CTA is the membership organization for companies that innovate, manufacture and market consumer-facing tech like big-screen TVs, slick new autos, video games and voice assistants. So what’s an organization like CTA doing with AI and health care? Let me connect the dots. Check out this graphic taken from my book, HealthConsuming: From Health Consumer to Health Citizen. This shows the ten categories of tech I revisit each year at CES, CTA’s annual mega-conference of new-new things in consumer electronics

Physicians are evolving as digital doctors, embracing the growing role of data generated in electronic health records as well as through their patients using wearable technologies and mobile health apps downloaded in ubiquitous smartphones, described in The Rise of the Data-Driven Physician, a 2020 Health Trends Report from Stanford Medicine Stanford Medicine interviewed 523 physicians and 210 medical students and residents in September and October 2019 to assess clinicians’ perspectives on digital health topics for this study. The study title citing the “data-driven physician” is based on the key survey finding that doctors are preparing to embrace data, from both traditional

“Google’s ‘Project Nightingale’ Gathers Personal Health Data on Millions of Americans,” the Wall Street Journal reported in today’s paper and on the WSJ.com website. The story started with the scenario that, “Search giant is amassing health records from Ascension facilities in 21 states; patients not yet informed.” Here’s Ascension’s press release on the collaboration, described in the title as “healthcare transformation.” Note: this release was written after the Wall Street Journal published this story. And, according to the WSJ reporting, “Neither patients nor doctors have been notified. At least 150 Google employees already have access to much of the data

Patients searching online for health information and health care provider reviews is mainstream in 2019.  Digital health tracking is now adopted by 4 in 10 U.S. consumers. Rock Health’s Digital Health Consumer Adoption Report for 2019 was developed in collaboration with the Stanford Medicine Center for Digital Health. Rock Health’s research has tracked peoples’ use of telemedicine, wearable technology, digital health tracking, and online health information since 2015, and the results this round show relative flattening of adoption across these various tools. Rock Health’s top-line findings were that: Patient-generated health data creates opportunity, and potential challenges Online health information is

“Listen to your patient; he is telling you the diagnosis,” Dr. William Osler is quoted to have said around the turn of the 20th century. Dr. Osler had been a strong advocate for the physician-patient conversation to inform the doctor’s diagnostic acumen and improve patient outcomes. This year is the centennial of Dr. Osler’s passing, so it’s especially timely that I introduce this post with his legendary assertion in the context of kicking off the 2019 Medecision Liberation conference. This meeting convenes the company’s clients, partners, and staff to share best practices, spark insights and learnings, and enable networking between

Health care system financing, delivery, and workflows widely vary across nations around the world. Philips surveyed health care professionals and consumers living in 15 countries, from North America to Asia, and found that these health systems share one over-arching objective: to provide quality care with improved experiences for both patients and healthcare professionals. Being Philips, what underpins that quality and experience is technology; Philips explored telehealth, AI, digital health records (DHRs), and other digital health tools that can engage patients. Philips published results from this global study in The Future Health Index 2019, themed “Transforming healthcare experiences, exploring the impact

The health care section of Mary Meeker’s 334-page annual report, Internet Trends 2019, comprises 24 of those pages (270 through 293). These two dozen exhibits detail growing adoption of digital tech in health care, the growth of genomics and EHR adoption, examples of these tools from “A” (Apple) to “Z” (Zocdoc), and on the last page of that chapter, medical spending in the U.S., the highest in raw and per capita numbers versus the rest of the world. But the most important implications for American health care aren’t found in those pages: they’re in other parts of the report addressing

Calls for universal health care, some under the banner of Medicare for All,” are growing among some policy makers and presidential candidates looking to run in 2020. As a response, the Chairman of the House Budget Committee in the U.S. Congress, Rep. John Yarmuth (D-Ky.), asked the Congressional Budget Office (CBO) to develop a report outlining definitions and concepts for a single-payer health care system in the U.S.         The result of this ask is the report, Key Design Components and Considerations for Establishing a Single-Payer Health Care System, published on 1st May by the CBO. The report provides

“Patients as Consumers” is the theme of the Health Affairs issue for March 2019. Research published in this trustworthy health policy publication covers a wide range of perspectives, including the promise of patients’ engagement with data to drive health outcomes, citizen science and participatory research where patients crowdsource cures, the results of financial incentives in value-based plans to drive health care “shopping” and decision making, and ultimately, whether the concept of patients-as-consumers is useful or even appropriate. Health care consumerism is a central focus in my work, and so it’s no surprise that I’ve consumed every bit of this publication. [In

Most patient visits to doctors result in a prescription written for a medicine that people retrieve from a pharmacy, whether retail in the local community or via mail order for a maintenance drug. This one transaction generates a lot of data points, which individually have a lot of importance for the individual patient. Mashed with other patients’, prescription drug utilization data can combine with more data to be used for population health, cost-effectiveness, and other constructive research pursuits. At HIMSS19, there’s an entire day devoted to a Pharma Forum on Tuesday 12 February, focusing on pharma-provider-payor collaborations. Allocating a full

Most consumers would be willing to try an FDA-approved app or online to treat a medical condition, as well as receiving hospital care at home if would be less costly. We’ve reached an inflection point on the demand side among consumers for digital health options, PwC suggests in their report on the New Health Economy coming of age. The report outlines health/care industry issues for 2019, with a strong focus on digital health. Whether a menu of care options including virtual health to access specialists across the U.S., post-hospital virtual visits, or hospital care at-home, a majority of Americans supports

As #CES2019 kicks off in Las Vegas with today’s first Media Day, the Consumer Technology Association presented its forecast on the 5 Technology Trends to Watch in 2019 — and they all play into health, wellness, and medical care. The five trends are: Artificial Intelligence on the Rise Envisioning the Smart Home of the Future Digital Health Tech Empowers Patients Esports and Sports Technology, and Smart Cities Promote Resilience. Here are how these five mega-trends can bolster our health and healthcare products and services over the next decade. AI is indeed on-the-rise in healthcare: as I have begun planning my agenda for

There’s a shortage of medical providers in the United Kingdom, a nation where healthcare is guaranteed to all Britons via the most beloved institution in the nation: The National Health Service. The NHS celebrated its 70th anniversary in July this year. The NHS “supply shortage” is a result of financial cuts to both social care and public health. These have negatively impacted older people and care for people at home in Great Britain. This article in the BMJ published earlier this year called for increasing these investments to ensure further erosion of population and public health outcomes, and to prevent

It’s National Health IT Week in the US, so I’m kicking off the week with this post focused on how digital health can bolster economic development. As the only health economist in the family of the 2018 HIMSS Social Media Ambassadors, this is a voice through which I can uniquely speak. In February 2009, President Barack Obama signed into law the American Recovery and Reinvestment Act (ARRA), less formally known as the Stimulus Bill. This was the legislation best known for addressing and helping to bring the U.S. out of the Great Recession. A lesser-known component of ARRA was Title

Looking for health information online is just part of being a normal, mainstream health consumer, according to the third Rock Health Digital Health Consumer Adoption Survey published this week. By 2017, 8 in 10 U.S. adults were online health information hunters. Six in 10 Americans looked for reviews of healthcare providers online, another new-normal consumer digital health activity. But only one in four people had used wearable technology for health, and one in five had participated in a live video telemedicine encounter. The Rock Health team observes that “the needle has not moved equally across every type of digital health solution.” Thus the

All sectors who are stakeholders in the healthcare ecosystem aren’t created equal, Accenture explains in their report, Healthcare’s future winners and losers. Observing the influx of new flavors of entrants like Amazon and Google, start-ups like Iora Health, Oscar and FetchMD, begs the question: how will legacy healthcare system players fare? Who will survive, and what will be the success factors that bolster long-term viability? To answer that question, Accenture points to three market trends that set “new rules” in healthcare: Blurred lines, which are the grey areas and adjacencies between technology, service, finance, and retail The middle of nowhere,

The Search for Value is the prevailing journey to a Holy Grail in healthcare these days. On that, most stakeholders working on the ground, globally. can agree. But whose value is it, anyway? Three reports published in the past few weeks give us some useful perspective on that question, woven together in today’s Health Populi blog. Let’s start with the Philips Future Health Index, which assesses value to 16 national health systems through three lenses: access, satisfaction, and efficiency. The results are shown in the map. “Value-based healthcare is contextual, geared towards providing the right care in the right place, at

“Do no harm” has been the professional and ethical mantra of physicians since the Hippocratic Oath was first uttered by medical students. The origins of that three-word objective probably came out of Hippocrates’ Corpus, which included a few additional words: “to do good or to do no harm.” The proliferation and evolution of digital technologies in health care have the potential to do good or harm, depending on their application. Doing good and abstaining from doing harm can engender trust between patients, providers, and other stakeholders in health. Trust has become a key currency in provider/patient/supplier relationships: 94% of health executives

This is the second post of three written to summarize what I learned participating in Medecision’s annual meeting with the company’s partners, held March 27-29, 2018 at the Ritz-Carlton in Dallas, TX.  I concluded the first of this three-part series with Dr. Don Rucker’s belief that, “Patients are the massive use-case for interoperability.” This second post focuses on the key role of designing for healthcare – for patients, caregivers, providers, all industry sector workers indeed. And designing information to make it beautiful, useable, meaningful. You’ll read about Renaissance Man/Doctor Andrew Chacko MD, a board-certified physician, French and Physics student at the Naval

What a difference a couple of weeks make…. On 1st March 2018, two over-arching issues remained with me leaving Las Vegas and #HIMSS18: the central, recognized role of cybersecurity threats in healthcare, and the growing use of consumer-facing technologies for self- and virtual care. Eighteen days later, we all learned about Cambridge Analytica’s misuse of 50 million Americans’ social network data posted on Facebook. We who work in healthcare must pose the questions: going forward, how trusting will patients, consumers and caregivers be sharing their personal health information (PHI)? Will people connect dots between their Facebook lives – and their

On July 18, 2017, Neil Gomes, Chief Digital Officer at Thomas Jefferson University and Jefferson Health in Philadelphia, tweeted this: When I saw this tweet, I was especially struck by Gomes’s phrase, “Designed & developed with heart/love by my @DICEGRP.” That’s Jefferson’s health solutions group that focuses on digital innovation and consumer experience. Here’s a health system that’s focused on that customer experience, which has become a critical success factor for healthcare to thrive. That’s because, as Steve Laughlin, VP and General Manager of IBM’s Global Consumer Group recently explained to me, a consumer’s last great customer experience becomes the

This blog appears today as part of a #HIMSS18 primer series for attendees, and the industry at large, to discuss major health IT issues that will help move health and healthcare delivery forward in 2018 – and beyond. I’m grateful to HIMSS to be one of 20 Social Media Ambassadors appointed for this year’s conference, which convenes in Las Vegas at the Sands Expo Center from March 5 to 9th, 2018.  Prioritizing the patient-as-consumer through my health economic lens, the biggest priorities will be: Engaging patients in self-care and driving health and health plan literacy to better manage constrained access

Last week, President Trump once again used the “M” word (“murder”) in a sentence accusing the pharmaceutical industry of too-high priced products for U.S. health citizens. The sentence included the phrase, “Drug companies are getting away with murder.” That week, USA Today published an article on a new FDA-approved specialty drug therapy that could add up to over a $1 mm price tag. There is much to report in the world of pharmaceutical innovation, pricing, and patient Rx coverage this month. The CVS Health – Epic announcement ranks high in Health Populi’s vision for the evolving health/care ecosystem, bringing together two

It’s National Health IT Week (#NHIT Week), and I’m revisiting research published earlier this year to connect the dots between EHR implementation (good news: it’s nearly universal in doctors’ offices and hospitals) and patients embracing their health information (not-so-much). What’s missing: UX design and respect for peoples’ life-flows.  Most physician practices and hospitals in the U.S. have installed electronic health records (EHRs). But in a classic Field of Dreams scenario, we have made patients’ medical records digital, but people aren’t asking for them or accessing them en masse. “How do we make it easier for patients to request and manage their

Artificial Intelligence, AI, can help drive the Triple Aim in healthcare, reducing cost, improving quality, and expanding access, according to Artificial Intelligence: Healthcare’s New Nervous System from Accenture. Acquisitions of AI developers in health will be fast-paced, growing at a compound annual growth rate of 40% – “explosive” in the word of Accenture – moving from $600 mm in 2014 to $6.6 billion in 2021. What these AI startups will do is to enable machines to sense, comprehend, act and learn, Accenture foresees, to augment administrative and clinical tasks which could free up healthcare labor (say, doctors, other clinicians, and accountants)

“What doctor?” asks the title of a PwC report on the emergence of artificial intelligence (AI) and robotics in healthcare. AI and robot technology are penetrating all aspects of the macroeconomy, and they’ve begun to re-shape the health economy, as well. Underneath PwC’s titular question are two lenses: the role of the AI/robot doctor vis-a-vis the role of the human doctor. PwC identifies eight areas that AI and robotics will impact in healthcare, shown in the first diagram: Decision making Diagnosis Early detection End of life care Keeping well Research Training, and Treatment. For keeping well, AI and robotics can

The HITECH Act, part of the Stimulus Bill (officially, the 2009 American Recovery and Reinvestment Act, ARRA) invested $35 billion of U.S. taxpayer funds to incentivize health care providers (doctors and hospitals) to acquire and use electronic health record systems (EHRs). Most providers have taken advantage of these financial incentives, so that EHRs are now part of mainstream medical practice and workflow among providers. For patients, and particularly those enrolled in the government programs of Medicare and Medicaid, personal access to their personal data in EHRs has been largely elusive. While nearly 9 in 10 doctors and hospitals have offered these

There’s a concept in healthcare called the patient-centered medical home (PCMH). In 2007, the primary care providers’ (PCPs) medical societies (e.g., American Academy of Family Physicians, American Academy of Pediatrics, American College of Physicians, and the American Osteopathic Association) envisioned the PCMH to be the first touch-point for a health consumer with the health system. As such, the PCMH would be the “medical home” for a consumer, directed by a personal physician who takes responsibility for the ongoing care of patients. For some time, I’ve been evangelizing about our actual homes as our medical (or better put, health) homes. Who better to

The autonomous car is a metaphor for healthcare: that’s how my first interview kicking off the  HIMSS marathon began. The annual 2017 HIMSS conference isn’t your father’s or mother’s HIMSS of ten years ago, or even the HIMSS of 2010 — the year that financial incentives for EHR adoption began to stream from the HITECH Act of 2009, motivating thousands of healthcare providers to acquire and meaningfully use digital health records systems. Then, the HIMSS conference floor was abuzz with EHR frenzy. This week, over 43,000 people working at the intersection of healthcare and technology have converged in Orlando, Florida, for

A special report on patient engagement and digital technology was published this month in the New England Journal of Medicine (NEJM). Based on a survey of doctors and healthcare executives, the research found that clinicians and managers welcome the opportunity to use digital tech — when it makes financial sense. That conclusion inspired the title of the article, Patient Engagement Survey: Technology Tools Gain Support – But Cost Is a Hurdle. NEJM polled 595 members of the NEJM Catalyst Insights Council, which included healthcare executives and clinicians who deliver healthcare. Here is NEJM’s scenario on patient-engaging health IT, a Holy Grail of sorts:

Digital health innovations were fast-proliferating at CES 2017. The bad news is there are so many of them, it’s dizzying and fragmented. The good news is that there are emerging health data ecosystems that will streamline consumers’ user experience so that people can derive knowledge, actionable advice and value out of using these tools. Walking miles of aisles in the Sands Convention Center in the first week of January 2017 can be a dizzying prospect, with hype and best-faces-forward in every single exhibitor at the show. In the health segment at CES, there’s a long list of digital tools to