Category Archives: data saving lives

Electronic temporary tattoo bio-tracker

Between this and Google’s contact lens, there won’t be many places for glucose in your blood to hide…

This Electronic Temporary Tattoo Will Soon Be Tracking Your Health

The silicon electronic apparatus, glued to a forearm, after one week’s use. Photo: Courtesy of Hong Yeo and John Rogers

 

FitBit too bulky? Why not glue a sensor array to your skin?

The quantified self goes nanoscale with a stick-on silicon electrode network that could not only change the way we measure health metrics, but could enable a new form of user interface. And the researchers behind it aim to have the device available in the next few weeks through a spinoff company, MC10.

The development takes wearable technology to the extreme, designed as a non-invasive diagnostic sensor that could be used to measure hydration, activity, and even infant temperature. It bonds to the skin, somewhat like a temporary tattoo, flexing and bending in sync with your skin the way you wish a Band-Aid would. How? Researchers at the University of Illinois, Dalian University of Technology in China, and the University of California at San Diego made it really, really small.

With a thickness of 0.8 micrometers at the widest — around one-thousandth the diameter of a human hair — the thin mesh of silicon actually nestles in to the grooves and creases in your skin, even the ones too small to see. Being small helps, but it’s also important that the silicon is laid out in a serpentine pattern and bonded to a soft rubber substrate, allowing the stiff material to flex, a little bit like an accordion.

“Although electronics, over the years, has developed into an extremely sophisticated form of technology, all existing commercial devices in electronics involve silicon wafers as the supporting substrate,” says John Rogers, who led the study published this week in Advanced Materials.

Those wafers are mismatched to the body’s mechanics and geometry, he says. The goal here was to develop a system that matches the body more naturally.

“By doing that, you can much more easily integrate electronics, either onto the surface of the skin, or on internal organs like the heart and the brain,” he says.

The epidermal electric system is either stamped onto the skin using a silicon wafer, or glued there with a water-soluble polyvinyl alcohol layer. Then it’s covered with spray-on bandage to keep it protected and watertight. After a couple of weeks, the layer will peel off as the underlying skin particles naturally exfoliate.

But aside from natural skin shedding, it’s actually quite robust, says Rogers. To test its durability, they stretched and compressed subjects’ skin, over and over, to see how much the device could take. It lasted easily through 500 cycles, and through washings.

It’s a lot more convenient than the electrodes that scientists used to connect to skin via a conducting gel. And it can offer more data, too, from high-resolution electric biopotential measurements, like electrocardiograms.

“We try to design not just point-contact electrodes, but full integrated circuits on platforms that have physical properties matched to the skin,” says Rogers. “They really can laminate on the surface of the skin, conform to all the microscale roughness that’s kind of intrinsic and natural to the surface of the skin, to provide a completely different class of interface between electrodes and electronics and the skin.”

Such a technology has many potential uses, from continual electrocardiogram readings, to precise measurements of temperature and hydration, to many other health and wellness readings.

“That could be relevant for advanced surgical procedures, implantable devices, or even systems that are designed to do continuous health and wellness monitoring or to track the progress or accelerate the wound healing process,” Rogers says.

“We’re interested not only in demonstrating concepts and an underlying scientific foundation around new measurement modalities through the skin, but also in their ultimate commercial realization,” he says.

But the tool could offer more than self-measurement. Because of the detail in the signal received, it could be used as a human-machine interface — for example, a videogame or drone controller — based on signals from the user’s muscles. It’s really marrying fully integrated electronics to the skin, a non-permanent bionic interface.

A magnified view of the epidermal electric system. Photo: Courtesy of Hong Yeo and John Rogers

Nathan Hurst

Nathan Hurst is learning how to make some things, knows how to fix some others, and is already pretty good at breaking everything else. He has written for Outside and Wired, traveled in Africa, and tweets as @NathanBHurst.

Read more by Nathan Hurst

Follow @NathanBHurst on Twitter.

HICCUP: Health Initiative Coordinating Council

This manifesto aligns tightly with my own vision of how preventive health funding should be financed – data-driven and in a for-profit context.

HICCup

 

The HICCup experiment: Manifesto

Just imagine:

It’s 2019 and the mayor is having a bad day.  She wants to spearhead a new community program for bike-sharing, but she’s not sure the town can afford it.  Meanwhile, one of the new council members is pushing for an overhaul of the school lunch program.  She sighs as the assistant deputy mayor walks in.  “What now, Henry?” she asks with a slight edge in her voice.  But Henry is cheerful: “Mayor, I think we may have a way to fix this. I was just reading about the HICCup Experiment in a town just like ours…. It seems that if we did both the bike program and the school lunches, and made some other changes..”

“But what about our rising health care costs?” asks the mayor.

“That’s the point,” says Henry.  “HICCup showed that we can actually reduce those costs if we do multiple interventions simultaneously…even though none of them by itself would make a difference. And there’s an investment banker who just called us that’s eager to work with us to finance the project.  They’re asking us to set up a meeting with the big employers and Mercy Saints Health. Using the HICCup data, they think they can finance it all out of the health-care cost savings that would result, as long as we commit to following certain protocols.”

And the vision:

Now it’s 2040.  The mayor’s teen-aged son, also called Henry, is discussing his history project on the HICCup Experiment with other members of his MOOC.  “Of course,” he concludes, “the HICCup Experiment proved that multiple interventions can dramatically include the overall health of a community.  But the Experiment itself wouldn’t work anymore, as a funding vehicle.”

“Why not?” asks Susan, who clearly hasn’t done her homework.

Henry responds patiently with the obvious answer: “Because there are very few places with inflated, unnecessary health care costs anymore.”

The background

It is hard to find anyone in health care who does not believe that spending an extra $100 now on healthy behavior – exercise and proper nutrition, counseling for pre-diabetics, risk monitoring, and so on – could yield more than $120 in lowered costs and improved outcomes later. The numbers are fuzzy, of course, and there are plenty of methodological caveats, but there is little dispute about the plausibility and desirability of such an approach.

Yet neither individuals nor communities seem to act on the basis of this knowledge. Moreover, it’s likely that spending $110 now has no impact, as other factors dissipate any gain, but spending $110 million now (vs. a health-care budget of $100 million) should indeed return savings of $20 million annually over time.  Individuals often lack willpower or access to healthy food or convenient exercise facilities, and are surrounded by poor examples that encourage instant gratification rather than effort and restraint. And, on a broader, institutional scale, the money spent and the money to be gained do not belong to the same pocket.

Enter HICCup!

The goal of HICCup, the Health Initiative* Coordinating Council, is to facilitate the launch of five to eight community-wide experiments dedicated to proving that this can work, and to learning from both successful and unsuccessful efforts.  HICCup is a self-appointed counseling service and will persuade and guide local institutions to embrace a long-term perspective and launch a full-scale intervention experiment in their communities. For practical reasons, there are a few guidelines – but anyone who wants to do this without following our rules is welcome to do so.   (*Yes, it used to be “health intervention…” but initiative is more friendly and positive, and still let us keep the logo!)

For starters, HICCup will focus on communities of 100,000 people or fewer. The majority of each community and its institutions must be enthusiastic for the initiative to gain traction. If the community members mostly work for just a few employers and obtain health care from just a few providers, that makes the effort of corralling the players easier. And, of course, you need community leaders – mayor, city council, and others – who will work together rather than undermine one another.

So, how will this be funded? Not by HICCup, which is only a coordinating body.  The trick is for an investor in each community to capture some of what is being spent already on health care. As a rough calculation, assume $10,000 in annual per capita health-care costs, or $1 billion per year in a community of 100,000. (There are also all the separate costs of bad health, which are much harder to count or capture.)  That money ultimately comes from individuals and employers who pay it in taxes, insurance premiums or direct payments; the place to intercept it is somewhere between the payers and the health-care delivery system.

Instead of spending $1 billion a year, imagine spending $1.1 billion the first two years, but, say, only $900 million in the fifth year (possibly a $300 million savings off projected costs of $1.2 billion by then). That sounds like an attractive proposition – but only if someone else will make that initial investment in return for a claim to those presumed later savings.  These numbers are just for illustration; figuring out actual and predicted numbers for each community will be a key task.

The first challenge is for each HICCup community to get the involvement of a benevolent but ultimately profit-driven billionaire or hedge fund, or a philanthropic fund that sees a way to do good while earning money for future goodness. There are a lot of billionaires out there, some with vision. There are health-care companies that might bite, hedge funds looking for large-scale projects, and so-called social-impact bonds. There also are large employers that might decide to work with other employers in certain communities.

The funder makes a deal with whoever is responsible for the health-care costs (buyers): The funder makes upfront investment in health interventions and pays the health-care costs, against continued payment from the health-care buyers of the $1-billion yearly baseline, with the funder to keep (most of) the savings against originally predicted rising costs in later years. The money may be paid by employers, private insurers (which collect it from individuals, who, in the United States, are now required to buy insurance) or from government health-care funds, which will be the trickiest source.

One way or another, the investor/experiment manager will need to figure out how to realign some of the sick-care facilities and workers to some other role, including prevention, serving outsiders or some other use entirely.  That’s the second challenge HICCup experimenters need to address – one that is being addressed in part by the creation of Accountable Care Organizations, but without community involvement in preventive health.

All together now!


All these entities will be taking a substantial leap of faith. But we believe they can succeed – especially if they work together through HICCup to figure out the numbers, study the effects of small-scale healthy-living/preventive health-care efforts, and encourage one another to move forward. Regardless, each investor must work with existing institutions – if only to get at the revenue stream initially and benefit from the lowered costs in later years.

Although grants are a nice source of funding for demonstration projects and research, the best way for HICCup’s vision to catch on and be widely copied is by adopting a for-profit approach that attracts broader investment once it is shown to work.  Indeed, if a benefactor makes a donation, they feel good when they send off the money. An investor feels good only after the investment actually pays off.

Community officials and voluntary organizations also need to sign on…or  they can drive the process and find the benefactor/investor. They will also contribute by implementing complementary changes in school meals and gym classes; enacting zoning and other changes to encourage cycling, walking, and the like; hiring health counselors and care workers; and perhaps working with local restaurants and food stores to subsidize healthy choices and discourage unhealthy ones.   Local media can report on the experiment’s progress, and each community will likely engage in healthy rivalry with other HICCup experimenters.

Though it won’t get to keep the direct health-care cost savings, each community will get all the ancillary benefits of a healthy population, including an enhanced reputation.  Indicators of population health include not just rates of obesity, diabetes, high blood pressure, and diseases and related costs, but also whether the elderly can live (and be cared for) at home, absenteeism, school grades and graduation rates, employment statistics, accidents, and the like. Although the funder keeps the reduction in health-care costs, the community gets the benefit in the many payoffs from a healthier population over time.

Open enrollment

HICCup will not choose which communities participate. They will be choosing them selves. HICCup’s role will be to advise them and help them to communicate and learn from other communities going through the same process. We also want to be a clearinghouse for vendors of health-oriented tools, services, and programs. There are many bargains to be struck between communities and vendors offering discounts in exchange for wholesale adoption of their tools or programs.

However, there is one unbreakable rule: To work with HICCup, communities must collect and publish a lot of independently vetted data (without personal information, of course). For starters, they will need benchmarks of current conditions and projected costs, and then detailed statistics on the adoption of the measures, their impact and costs, and what happens over time.  HICCup will welcome input from lawyers and actuaries!

It is now time to try this on a broad scale. Five years from now, we will wonder what took us so long to get started. So, again, who will those investors be?

Very cool Eulerian Video Filtering to monitor heart rate

This is so cool and will transform biological monitoring… can’t wait for it to become mainstream.

http://people.csail.mit.edu/mrub/vidmag/

Abstract

Our goal is to reveal temporal variations in videos that are difficult or impossible to see with the naked eye and display them in an indicative manner. Our method, which we call Eulerian Video Magnification, takes a standard video sequence as input, and applies spatial decomposition, followed by temporal filtering to the frames. The resulting signal is then amplified to reveal hidden information. Using our method, we are able to visualize the flow of blood as it fills the face and also to amplify and reveal small motions. Our technique can run in real time to show phenomena occurring at temporal frequencies selected by the user.

An example of using our Eulerian Video Magnification framework for visualizing the human pulse. (a) Four frames from the original video sequence. (b) The same four frames with the subject’s pulse signal amplified. (c) A vertical scan line from the input (top) and output (bottom) videos plotted over time shows how our method amplifies the periodic color variation. In the input sequence the signal is imperceptible, but in the magnified sequence the variation is clear.

 

Google mucking around with contact lenses and health data

Interesting highly-speculative piece on Google’s visit to the FDA for a meet and greet.

The eye is a great place to stick a sensor given it’s continuity with the innards. It’s also a great place to view the innards. While we’re there, why not be powered by the innards at the same time?

http://www.bloomberg.com/news/2014-01-10/google-x-staff-meet-with-fda-pointing-toward-new-device.html

Google X Staff Meet With FDA Pointing Toward New Device

By Brian Womack and Anna Edney  Jan 10, 2014 4:01 PM ET

Google Inc. (GOOG) sent employees with ties to its secretive X research group to meet with U.S. regulators who oversee medical devices, raising the possibility of a new product that may involve biosensors from the unit that developed computerized glasses.

The meeting included at least four Google workers, some of whom have connections with Google X — and have done research on sensors, including contact lenses that help wearers monitor their biological data. Google staff met with those at the Food and Drug Administration who regulate eye devices and diagnostics for heart conditions, according to the agency’s public calendar.

As technology and medicine merge to give consumers more control over their health, innovators from mobile-health application developers to DNA analysis companies have struggled to meet the demands of federal oversight. The FDA ordered Google-backed 23andMe Inc. in November to halt sales of its personal gene test, saying it hadn’t gained agency approval.

Google, expanding beyond its core search-engine business, is investing in long-term projects at its X lab that may lead to new market opportunities, including the Glass devices, driverless cars and high-altitude air balloons to provide wireless Internet access. While some projects may not deliver significant profits and revenue, the company is committed to making bets on research and development, according to Chief Executive Officer Larry Page.

Photographer: David Paul Morris/Bloomberg

Google has introduced Glass devices, computerized eyewear that lets users check e-mail… Read More

“Our main job is to figure out how to obviously invest more to achieve greater outcomes for the world, for the company,” Page said during a call with analysts last July. “And I think those opportunities are clearly there.”

Google Glass

Already, Google has introduced Glass devices, computerized eyewear that lets users check e-mail or access their favorite music. The devices, now being used by testers and developers, aren’t yet widely available for consumers.

FDA’s public calendar also shows the Google representatives met with the head of the agency’s office that reviews device applications for marketing approval, and the FDA adviser who wrote the agency’s guidelines for mobile medical apps. The FDA classified Google’s visit to Silver Spring, Maryland, where the agency is based, as a meet and greet. Jennifer Rodriguez, a spokeswoman for the agency, confirmed the meeting and declined to provide further information.

One of the Google participants was Andrew Conrad, who joined X last year. Conrad is a former chief scientist at Laboratory Corporation of America Holdings and co-founder of its National Genetics Institute.

Photographer: Krisztian Bocsi/Bloomberg

A Google Inc. logo sits on a wall outside the entrance to the company’s offices in Berlin.

Among other attendees was Brian Otis and Zenghe “Zach” Liu. Courtney Hohne, a spokeswoman for Mountain View, California-based Google, didn’t return messages seeking comment on the company’s meeting with the FDA.

Engineering Work

Otis is on leave to Google from the University ofWashington in Seattle, where he is an associate professor in the electrical engineering department, according to the university’s website. Otis has worked on biosensors and holds a patent that involves a wireless powered contact lens with a biosensor.

One of Otis’ colleagues is Babak Parviz, who was involved in the Google Glass project and has talked about putting displays on contact lenses, including lenses that monitor wearer’s health.

“Noninvasive monitoring of the wearer’s biomarkers and health indicators could be a huge future market,” Parviz wrote in a 2009 paper titled “Augmented Reality in a Contact Lens.”

In 2012, the two were among the co-authors in a paper titled “Glucose Sensor for Wireless Contact-Lens Tear Glucose Monitoring” for the IEEE Journal of Solid-State Circuits.

‘Wearable’ Lenses

“Advances in technology scaling, sensor devices, and ultra low-power circuit design techniques have now made it possible to integrate complex wireless electronics onto the surface of a wearable contact lens,” according to the paper.

In a presentation, Parviz said a tear drop provides many different components to give sensors various types of information about how a body is operating.

“There is actually one interface on the surface of the body that can literally provide us with a window of what happens inside, and that’s the surface of the eye,” Parviz said in a video posted on YouTube. “It’s a very interesting chemical interface.”

Liu, formerly with the medical-device manufacturer Abbott Laboratories (ABT), also holds a patent that involves devices that use bodily fluids to read levels of human substances such as glucose or cholesterol.

To contact the reporters on this story: Brian Womack in San Francisco atbwomack1@bloomberg.net; Anna Edney in Washington at aedney@bloomberg.net

iPhone supported ambulatory PulseOx, Heart and BP monitoring

Some pretty cool kit launched at CES

iHealth Launches New Wristworn Pulse Oximeter, Ambulatory Heart and Blood Pressure Monitors at CES 2014

Posted By Gaurav Krishnamurthy On January 13, 2014 @ 1:30 pm

iHealth pulse oximeter iHealth Launches New Wristworn Pulse Oximeter, Ambulatory Heart and Blood Pressure Monitors at CES 2014iHealth (Mountain View,CA), a subsidiary of China-based Andon Health, launched a new wristworn pulse oximeter, an ambulatory heart monitor, and an ambulatory blood pressure monitor at CES 2014. The pulse oximeter continuously measures blood oxygen saturation (SpO2) and pulse rate at the finger tip, and is connected to a wrist strap that has an LED display showing the readings. The device also syncs via Bluetooth to the iHealth iOS app to display and track blood oxygen levels over time. Like other pulse oximeters, the device works by projecting two light beams, one red and the other infrared, onto the blood vessels in the finger. Oxygenated blood absorbs more infrared light and allows more red light to pass through, whereas deoxygenated blood absorbs more red light and allows more infrared light to pass through. A photodetector opposite the light emitters measures the ratio of red to infrared light received and from that calculates the amount of oxygen in the blood.

ihealth bmp iHealth Launches New Wristworn Pulse Oximeter, Ambulatory Heart and Blood Pressure Monitors at CES 2014The second device unveiled by iHealth is an ambulatory heart rhythm monitor that is attached to the user’s chest using an adhesive patch. The monitor syncs with an iOS device using Bluetooth connectivity and displays a complete ECG on the user’s phone.

The device is capable of notifying the user of any arrhythmia and will also be able to convey this information to a loved one or a caregiver. The device can save up to 72 hours of ECG data, and may one day serve as an option over Holter monitors for arrhythmia detection and characterization (see related story here[3]).

iHealth blood pressure monitor iHealth Launches New Wristworn Pulse Oximeter, Ambulatory Heart and Blood Pressure Monitors at CES 2014The third device launched by iHealth is an ambulatory blood pressure monitor that connects to a wearable blood pressure vest. The monitor is able to continuously track the wearer’s blood pressure without disturbing the user’s normal activity. It is able to connect to Android and iOS phones through Bluetooth 4.0 and can save up to 200 blood pressure readings. The blood pressure measurements can be registered in preset intervals, starting at every 15 minutes, or the user can have the device measure blood pressures at longer intervals of every 2 hours. The device is targeted at addressing the need for a continuous blood pressure monitoring device to better understand and track hypertension.

Both the iHealth ambulatory heart monitor and the ambulatory blood pressure monitor are not yet cleared by FDA.

Company page: iHealth… [4]

Press release: IHEALTH ANNOUNCES THREE NEW WEARABLE MOBILE PERSONAL HEALTH PRODUCTS AT CES 2014 [5]

Sugary Drink Tax in India could reduce diabetes

20% tax on sugar sweetened beverages (2014-2023) could

  • avert 11.2M cases of overweight and obesity
  • 400,000 cases of type 2 diabetes
  • the largest impact would be on young rural men
  • impacts even bigger if the 13% linear sales growth rate is exceeded

Study: SSB tax could dramatically reduce diabetes incidences in India

09-Jan-2014

Related topics: Policy, Food safety, Beverages

India could prevent an estimated 400,000 people from contracting diabetes over the next 10 years if the government were to impose a 20% tax on sugar-sweetened beverages (SSB), a new study has suggested.

According to a study published this week in PLOS Medicine by researchers at the Public Health Foundation of India, New Delhi, along with academic institutions in the US and the UK, it is estimated that imposing such a tax across India could avert 11.2m cases of overweight and obesity, and 400,000 cases of type 2 diabetes between 2014 and 2023, based on the current rate of increases in SSB sales.

Statistical analysis

The researchers analysed soft drink consumption from over 100,000 households between 2009 and 2010, studying how they responded to price changes in the past, then using that information to predict how a tax on soft drinks would influence consumption trends.

The findings come at a time when Indian health policymakers have been arguing that a combination of education and disincentives should be used to curb the consumption of soft drinks.

If SSB sales were to increase more steeply than the current rate, as predicted by drinks industry marketing models, the researchers estimate that the tax would avert 15.8m cases of overweight and obesity, and 600,000 cases of diabetes.

Sustained SSB taxation at a high tax rate could mitigate rising obesity and type 2 diabetes in India among both urban and rural subpopulations,” the researchers wrote.

Future research should replicate the findings observed here in other rapidly developing middle-income countries where SSB consumption is increasing at a rapid rate.”

The researchers combined data on how price changes affect the demand for SSBs with historical data on SSB sales trends, BMIs, and new cases of diabetes to estimate the effect that a 20% SSB tax would have on energy consumption, the prevalence of overweight and obesity, and the number of new cases of diabetes among Indian subpopulations.

Surprising results

The researchers were surprised to observe that the largest relative effect of the SSB tax was likely to be among young men in rural areas.

Given current consumption and BMI distributions, our results suggest the largest relative effect would be expected among young rural men, refuting our a priori hypothesis that urban populations would be isolated beneficiaries of SSB taxation“, they wrote.

They also calculated that the gains from the tax could be even bigger if sales of sweetened beverages in India grow in the coming years not at a linear 13%, as has been the case since 1998, but more steeply as the drinks industry predicts will be the case.

Gates’ graph of the year

yoahhhh mumma – how many dimensions can you fit on a graph:

Bill Gates’s graph of the year

  • BY WONKBORG

Time has its “Person of the Year.” Amazon has its books of the year. Pretty Much Amazing has its mixtapes of the year. Buzzfeed has its insane-stories-from-Florida of the year. And Wonkblog, of course, has its graphs of the year. For 2013, we asked some of the year’s most interesting, important and influential thinkers to name their favorite graph of the year — and why they chose it. Here’s Bill Gates’s.

Infographic by Thomas Porostocky for WIRED.

Infographic by Thomas Porostocky for WIRED.

“I love this graph because it shows that while the number of people dying from communicable diseases is still far too high, those numbers continue to come down.  In fact, fewer kids are dying, more kids are going to school and more diseases are on their way to being eliminated.  But there remains much to do to cut down the deaths in that yellow block even more dramatically.  We have the solutions.  But we need to keep the up support where they’re being deployed, and  pressure to get them into places where they’re desperately needed.”

– Bill Gates is Co-Chair of the Bill and Melinda Gates Foundation.

 

 

http://www.washingtonpost.com/blogs/wonkblog/wp/2013/12/27/bill-gatess-graph-of-the-year/

Jawbone health report: what kept us up late…

This is the first wave of publicity generated from aggregating data from health  trackers.

At some stage we’re going to have their data incorporated into weather reports to see how well we slept, how much weight we put on and how inactive we were.

Cant wait for that…

Jawbone’s health report highlights key events where people stayed up late.

Serena Chu Serena Chu on December 19, 2013.
As a means to better understand people’s sleep patterns, the Data Science team at Jawbone compiled a list of major world events and correlated it to specific outlier findings. The study shows that people lost an average of 6 minutes of sleep on the night of the Oscars. And back when Barack Obama was re-inaugurated, 29 minutes were lost.While some events directly affected the amount of sleep, other events, like the George Zimmerman trial and Miley Cyrus twerking at the VMA’s, made no impact. Jawbone’s sleep cycle analysis lets us view our habits and anomalies from a birds-eye view perspective.

In order to come to these conclusions, Jawbone collected over 47 million nights of sleep log from thousands of UP wearers in 2013. So what is an UP device? It is a system that tracks and organizes your movement and sleep data into an holistic report. You can purchase one here.

Take a look at the researcher’s results, some of the findings might catch you by surprise.

DataArt_Year-in-review-FINALSource: Jawbone 

Toby Cosgrove: Leaning in to healthcare changes….

 

  • frames consumer need for selection apps
  • frames payer need for analytics

http://www.linkedin.com/today/post/article/20140107180116-205372152–leaning-in-to-healthcare-changes

“Leaning in” to Healthcare Changes

January 07, 2014  


Healthcare is in the midst of an unstoppable transformation. The pressure to reduce costs, improve quality, and provide a better patient experience is relentless. How will providers respond? Which organizations are best positioned to succeed?

These changes have been a long time coming. Forces favoring consumerism have completely transformed the airline, manufacturing and retail sectors. Now it’s healthcare’s turn. The primary drivers are information technology and high-deductible healthcare plans. Patients didn’t shop around when it was the insurance company’s dollar they were spending. But when you’re paying for routine healthcare, x-rays, and colonoscopies out of your own pocket, you start looking at the price tag.

Information technology is going to be the comparison driver. Consumers can already compare rates for hotels, airlines and appliances with the swipe of a finger. Soon there will be apps showing you which healthcare providers provide which services at what costs. You’ll be able to sort them from lowest to highest cost, and make your choice: Does it matter to you if your angioplasty (a minimally invasive procedure to open blocked arteries) is performed by a highly regarded academic medical center backed by full cardiac surgery capabilities, or if it is performed less expensively at a private cardiology practice, where you would have to be transported elsewhere for life-saving surgery in case of an emergency? I know what I would choose, but you, as a consumer, will have to make your own risk-benefit calculations.

In addition to consumerism, the Center for Medicare and Medicaid Services (CMS) will be exerting its own pressure, paying doctors and hospitals less for their services and demanding more accountability for quality, safety and patient experience. Private insurers, who usually follow the lead of CMS, will also be paying less and demanding more. Toss in all the unknowns that accompany the federal government’s Patient Protection and Affordable Care Act, and you are looking at Force 5 cost headwinds.

There is no escaping the conditions that are forcing this transformation. The providers who succeed will be those who “lean in” to the changes – hospitals and medical centers who embrace cost awareness not as an onerous duty, but as a patient care issue. Because along with lowering costs, we are improving efficiency, reducing variability of outcomes, and accelerating medical innovation. All of this adds up to better patient care, and that’s what we’re here for.