New #IoT Health Paradigm: Partnership Between Doctor and Patient

With all the Internet of Things emphasis on making “dumb” things “smart,” we shouldn’t ignore how it will make all of us smarter as well.

Nowhere will that be as important as in healthcare, where I believe it will produce a dramatic paradigm shift in which patients will become empowered and will be full partners in their care, improving health, and cutting costs. Today’s post follows up on one I wrote recently focusing on seniors’ health care, which I believe will dramatically improve due to the IoT.

I was provoked to write by the annual report from the Partners (appropriately enough….) Health Center for Connected Health (full disclosure: my wife directs the women’s physical therapy program @ Brigham & Women’s Hospital, part of Partners, although her particular service isn’t working with the Center), which reports on a wide range of initiatives to address key issues such as reducing re-admissions, improving access to care, and helping with the transition from hospital to home.

IMHO, there’s an inevitability to this shift, because the current health care system is unsustainable, at least in the US. Costs are too high, many physicians will retire in the next decade, and the number of seniors is increasing dramatically. Oh, yea: we ain’t getting what we’re paying for either: our health is lousy compared to other nations.

But something amazing happens when people start to track and report their own health indicators, either on their own or as part of the fast-growing Quantified Self movement. As Dr. Joe Kvedar, founder and director of the Center  for Connected Health, says, “People can and do take very good care of themselves when you give them the tools to do so.”

We’ve got the essential tool for this transition right in our hands: the Center for Connected Health has found that 70% of patients in one of Partners’ community health centers have smartphones.

The apps  — there are now more than 100,000 health care ones! — and related devices such as Fitbits, Nike Fuels or Jawbone UPs to monitor health via smartphones still aren’t fully accurate, but they’re still valuable because they do accurately demonstrate personal activity trends, so you can compare your activity from day to day.

And they do change behavior:

“Can trackers really change behavior in people? Last year, Dr. Rajani Larocca, a primary care physician at Massachusetts General Hospital, conducted a six-week lifestyle program for 10 patients with diabetes ages 50 to 70 that included weekly sessions to encourage exercise and healthful eating; each participant also was outfitted with a Fitbit Zip tracker.

“‘Every single person increased their activity,’ Dr. Larocca said. ‘People felt more knowledgeable.’ Eight months later, about half the patients from the group still wear a tracker.

“Researchers at the Center for Connected Health in Boston have been giving activity trackers to subjects for six to nine months, then studying changes in their behavior. Dr. Kamal Jethwani, head of research at the center, said he saw three distinct groups of people among study participants.

“About 10 percent are ‘quantified selfers’ with an affinity for this kind of feedback; just by looking at the numbers, they are motivated to be more active. An additional 20 percent to 30 percent need some encouragement in addition to tracker data to effectively change their behavior.

“But most of the subjects observed by Dr. Jethwani don’t understand the data and need help making sense of it. For them, he said, social motivation from a friend or joining a team or workplace challenge may be more effective.”

As I wrote in my post about seniors’ health care, as soon as we have effective mechanisms to feed the data to doctors the quality of care will improve. It’s like with so many inanimate things whose real-time status we’re able to really observe for the first time with the IoT: doctors will no longer have to rely on our self-reporting (“um, I think that about two months ago I felt out of breath a lot”) or the measurement of vital signs in the artificial setting of a doctor’s office. Instead, they’ll have access to longitudinal data about how you actually live (in fact, Partners introduced a system last year that allows people to electronically upload data to their medical records gathered from devices such as glucometers, blood pressure cuffs, bathroom scales, and pulse oximeters.

It’s a bright — and healthy — new day!

Gotta go now: my Jawbone UP tells me I’ve got to walk to CVS and the post office to meet my 10,000 steps per day target….

PS: If you’re ready to test the waters, check out the Center’s Wellocracy.com site to learn about self-monitoring devices and how to use them!

 

Seniors and the Internet of Things: Empowerment and Security Through Smart Aging

I was quoted extensively in a Sunday Boston Globe feature on the IoT. It was in a special section aimed at seniors, and I’d been really passionate with the reporter about the IoT’s potential to transform seniors’ lives through new products such as bedroom slippers with sensors that can detect minute variations in a senior’s gait and alert a caregiver by app in time to avoid a fall, or a gorgeous necklace that can detect the onset of congestive heart failure). However, the article just ended up as a general introduction to the IoT.

Too bad.

necklace that monitors for possible congestive heart failure

While I was doing the interview, it dawned on me that this might really be a wonderful niche in the Internet of Things.  You see, I spend part of my time caring for two seniors who have faced serious health challenges, and it has really opened my eyes to the potential benefits of ambitious IoT programs for seniors.

We don’t have any time to lose: I’ve heard that a third of all doctors in the US will retire in the next decade, while they and about 10,000 others will turn 65 each day. There is simply no way that we can sustain this loss of medical professionals just when they are needed more than ever without fundamental change in the health care system!

To me, what the IoT represents is an opportunity for a fundamental change in the doctor-patient relationship, with empowered patients becoming full partners in their care through self-monitoring.  It will end the historic pattern, driven by necessity, of placing most emphasis on encounters in the doctor’s office, where the patient is forced to recall his or her symptoms, perhaps from several weeks ago, with no objective way of measuring them (not to mention factors such as “white-coat hypertension,” that may be induced by the very setting of the encounter. My blood pressure always goes up in my doctor’s office because she’s on the third floor, and I go up the stairs quickly rather than taking the elevator). Instead, the patient will generate a constant stream of data, and, over time, we will evolve efficient ways of reporting the spikes in readings to the doctor in a way that might actually trigger preventive care to avoid an incident, or at least provide an objective means of judging its severity to improve the quality of care.

Let’s also not forget about the benefits to seniors living alone and their families living miles away, of smart home devices.

I’m going to make this a major focus of my future IoT work, in large part because my personal experience working with seniors’ health needs has sensitized me to the wide range of issues that successful IoT solutions for senior must address:

  • ease-0f-use, especially for those who aren’t comfortable with technology or who face issues such as diminished vision or arthritis
  • non-stigmatizing: hey, grey hair is enough of an identifier: seniors don’t need other things that would further identify and isolate them
  • privacy and security: seniors are already targets of enough scams and efforts to exploit them: they don’t need to become even more vulnerable, especially regarding something as critical as their health
  • affordability: especially with devices that they might be expected to pay for entirely or in part. That can be difficult on a fixed income
  • can they encourage mutual support? I’ve seen first-hand how mutual support from an exercise group can encourage frail elders to keep exercising. Done right, I suspect apps that let you voluntarily share data might be very effective motivators
  • fostering independence: smart home apps that might help seniors manage household functions easily, as well as ones that could be monitored remotely by their adult children, might increase the chance they could stay in their homes independently for longer, an important factor in both reducing hospitalization costs and fostering self-worth.

What other factors do you think might be relevant to creating effective IoT devices for seniors?  Let me know.

The other day I had an e-mail exchange with one of my fav IoT pioneers, Dulcie Madden of Rest Devices, maker of the PEEKO “onesie” for babies, which (among other things) can reduce the possibility of SIDS among babies. Years ago, I was a day-care teacher, and now that I help care for seniors, I’ve noticed how similar their needs can be. IMHO, infant care and senior care are two of the most promising areas for life-improving IoT solutions. For both social and economic reasons, they should be a priority.

Let’s go!

 

Libelium’s Alicia Asín Pérez: crafting an IoT leader from the ground up!

Any time you run into a leading IoT engineer who says she draws inspiration from the early NYC skyscrapers (Why? “..Most of them were built during the Great Depression and make me think that in big crisis like the one we are living there are also the greatest opportunities for creating amazing things.”) you know you’re in for some outside-the-box thinking!

Alicia Asín Pérez of Libelium

That’s the case with Libelium’s Alicia Asín Pérez, who I had a chance to interview just before she was to leave for this year’s Mobile World Congress, where Libelium unveiled its new Smart Water sensors, the latest addition to the eight-year old company’s impressive list of IoT sensors.

What impresses me the most about the company is how Asín and co-founder/CTO David Gascón have pursued their vision of an open-source system (their Waspmote platform “sends any sensors’ data using any communication protocol to any information system so that anyone can play in the IoT”) without compromise from when they started the company.

After attending the Universidad de Zaragoza, the young engineers decided to enter the decidedly un-cool field of hardware, not app design.

They didn’t want to get trapped into serving only one industry vertical (at present they’re serving smart cities, smart water, smart metering, smart environment, security and emergencies, logistics, industrial control, smart agriculture, smart animal farming, home automation, and ehealth.  Any areas they’re not serving?), so they refused to deal with VCs, bootstrapping the company before the days of crowdsourcing. They even appeared on a quiz show for entrepreneurs to get cash, and were prepared to head to Hollywood quiz shows (Asín knows a lot about a lot of subjects, LOL!) if need be.

Libelium is intent about focusing on open source solutions, walking their talk to the point of even using Linux computers.

They also get it about one of my “Essential Truths” of the IoT, that it “democratizes innovation.”  On one hand, Libelium has partnered with major firms such as IBM (with the “Internet Starter Kit”), and, on the other, 30% of its revenues come from its work with the “Maker Movement,” through its “Cooking Hacks” division, which includes:

  • +4000 products for DIY projects
  • Waspmote starter kits
  • Step-by step-tutorials to get started
  • A community forum

Asin sounds like a revolutionary with her call for “democratizing the technology of the Internet of Things,” and speaks proudly of how Libelium quickly created a Radiation Sensor Board used by an ad-hoc network of activists who documented radiation levels after the Fukushima accident. Speaking to Postscapes, she emphasized that while IoT projects by major companies are important, it’s equally important to use the IoT to empower individuals:

When you are in front of such a revolution, you can neglect individuals. It is a big mistake thinking about the IoT players as big companies or just companies. If we look at the general sociopolitical situation, at the citizen movements all across the globe, we see that individuals are just claiming more transparency and not depending on governments and big companies for accessing data: people want Open Data, Open Source, Open Hardware, Open Funding… Because of that, we see projects like Safecast for detecting radiation levels in Fukushima or Air Quality Egg in the Netherlands. People want to do things on their own and are finding support in all the crowdfunding platforms like Kickstarter and companies backing open hardware that allows them to access inexpensive technology. For example, we just launched a kit to experiment with eHealth and we have already sold more than 1,000 units. People are being more creative and innovative than ever, and everyone needs tools for doing that. Those ‘tools’ are sensors and providing them is our vision.” (my emphasis).

It’s too early in the IoT’s evolution to predict the ultimate winners, but I suspect that Libelium’s passion for open systems, its technical expertise at creating a growing array of sensors, and its ability to partner with both big and small firms will help it prosper over the long haul.

Follow-up: Winners in Postscapes’ annual best-of-the-IoT contest

Following up on my recent post on my favorite nominees for the 2013 Postscapes best-of-the-IoT contest, here are the actual winners.  What do you think??

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Get your vote in for best IoT products of 2013!

Posted on 28th January 2014 in energy, environmental, health, home automation

(sorry: WordPress and I didn’t agree on the formatting for this entry, and WordPress wins!)

Postscapes‘ annual Best of the IoT contest wraps up on the 30th, so don’t miss your chance to vote for last year’s best IoT products!  You owe it to yourself to check out all the nominees: it will give a good overview of how the state-of-the-IoT has evolved, especially when you go back and compare the winners from the past two years.

Here are my personal choices in the various categories, and my reasons for choosing them — the primary criterion being my friend Eric Bonabeau‘s perennial question of new technology, “what can you do now that you couldn’t do before?”

  • Connected Home: I vote for the Mother smart home hub (probably because she looks like something from a Wallace & Gromit short..), cute, efficient, and open source (the leading vote-getter in this category is the iAquaLink pool control system: pardon my doubts, but there ain’t no way any automation system could control my pool: it’s basically a law unto itself!)
  • Connected Body:  Libelium Open Source e-Health Sensor Platform     Libelium does such great work in general, and this one is, to my knowledge, the most all-encompassing Quantified Self monitoring system, monitoring, with 10 different sensors: pulse, oxygen in blood (SPO2), airflow (breathing), body temperature, electrocardiogram (ECG), glucometer, galvanic skin response (GSR-sweating), blood pressure (sphygmomanometer) and patient position (accelerometer). I think it was Dave Evans who said that 30% of all docs will retire in the next decade, while the number of senior/Boomers will increase exponentially. The only way we’ll be able to cope is by making it easy for doctors to know what’s happening with us — in real time!
  • Smart City: On the day we mark environmental activist Pete Seeger’s death, what better than the open-source, crowd-funded Smart Citizen Kit, which empowers citizen activists to monitor environmental conditions! Power to the people, right on!
  • Enterprise: The HyGreen Hand Hygiene Monitoring System.  As I remarked before about a competing system, this is personal, because my cousin acquired a terrible Hospital Acquired Infection. Hand-washing is an absolutely critical hospital procedure, but until now we lacked a fool-proof method to make sure it was done!
  • Technical Enabler: Thingworx expanded their offerings this year with the Thingworx Marketplace, providing developers ..”with the necessary building blocks to rapidly build innovative applications that integrate those connected devices with business systems, social and cloud services, and external systems, enabling them to drive value in the connected world.”
  • Social Impact: OK, I’ll admit a soft spot for any reformer, so I count all these as “winners.” But the one that really caught my I was the Natalia Project, a wristband that alerts people if human rights workers are endangered.  Here’s the story:”In 2009, human rights activist Natalia Estemirova was kidnapped and later found murdered in Chechnya. In part of honoring her and the incident the Swedish organization Civil Rights Defenders is launching the Natalia Project. At the heart of the idea lies a GPS and GSM equipped wristband that when triggered or is forcibly removed will send out an alert and location information to warn that its wearer could be in danger.”
  • Networked Art: as the page says “Artists are often the first to see the potential in new technologies, even before those technologies are mature enough to be used to the consumer” (hmm, don’t think that’s what he meant to say, but you get the drift..) — and don’t forget the Arduino board came from a design school! My choice — hey, why not? — is Alex Kiesling’s “Long-Distance Art” — but the other ones look kewl too!
  • Design Fiction:  I’m going to pass on this one! I must be a little too literally minded!
  • DIY Project: oooh: this harkens back to my “Data Dynamite” book, on liberating data!  Here’s the description of my winner, the Data Sensing Lab:

    “Hardware hacking for data scientists”. By deploying custom wireless hardware at tech conferences like Strata and Google I/O the team is looking to advance what real-time sensor network data collection, analysis, and visualizations will look like in the near future.“We will soon begin to move in a sea of data, our movements monitored and our environments measured and adjusted to our preferences, without need for direct intervention. What will this look like? How can we create and shape it? How can we introduce the relevant hardware to people who already possess data analytics skills?”

  • Open Source: in many ways, the most important category of all, since without open standards the IoT just ain’t gonna go anywhere.  I’m embarrassed that I hadn’t heard of it, but my choice in this category is Alljoyn. As the description says, “AllJoyn is an open source project that provides a software framework and set of Services that enable interoperability among connected products and software applications, across manufacturers, to create dynamic proximal networks.  By integrating the AllJoyn framework codebase, manufactures can offer interoperable products and services that will engage and delight users in new, exciting and useful ways.” Yep.
  • Startup of the Year: I see Evrythng as a critical IoT marketing tool.
  • Must-Follow Company: I’d go with Libelium: they’re so ubiquitous and partner so well with so many.

So those are my choices — some are rather arbitrary because there are no so many promising IoT companies. Who are you voting for, and why??

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TellSpec: IoT device that can be a life-saver — and the killer app!

Posted on 10th December 2013 in design, environmental, health, Internet of Things, M2M

Whenever someone tries to dismiss the Internet of Things as a nice future vision, I love to rebut them with an example — such as the bassinettes in the Toronto Hospital for  Sick Children that allow doctors to diagnose a life-threatening infection a day before there are visible symptoms — that shows the IoT’s not only a reality, but is also saving lives!   That usually stops them in their tracks.   .

Now there’s a great new example on the horizon: the TellSpec food inspector.

In fact, because of the service’s three components, I’d say it’s a near-perfect example if you want to introduce the IoT to someone! Once in widespread use, it might well be the “killer app” that finally makes the IoT a household phrase — extremely useful (and easy to use), affordable, and allowing you to do something that couldn’t be done before.

For a variety of reasons, the rate of food allergies is increasing alarmingly, and adults with gluten allergies or parents whose kids are allergic to peanuts can’t always depend on package labels or appearances to warn them of when a given food may trigger a deadly attack of anaphylaxis. Then there’s the rest of us, who are increasingly dubious about whether our foods include pesticides, transfats or other unwanted substances. Or, we may just want to track our calorie consumption. TaDa! The TellSpec!

The crowd-sourced (yea! The people know best) system is a a classic IoT service, because it combines:

  • a device: the TellSpec scanner, which is small enough to go on a key chain — and would have been impossible without the revolution in sensors and nanotechnology (specifically, nanophotonics): its guts are a low-power laser and a spectrometer on a chip that measures the reflected light, analyzing any food’s chemical composition in less than 20 seconds. This kind of analysis used to require a bulky, stationary spectrometer.
  • analysis in the cloud: the data is transmitted to the cloud, where an algorithm analyzes the spectrum information. As you can imagine, doing this kind of analysis on a large scale and in real time was impossible until the cloud.
  • the app: within seconds, you get an easy-to-understand message that details the food’s components, such as transfats, caloric content, allergens, etc.

How cool is that?

The system is in prototype right now. They’re taking pre-orders now, for delivery in August. The scanner plus a year of the analysis support will be $320, and after that, it will cost $7.99 per month or $69.99 yearly. My normally acceptable range of cost for an app is $.00 or less, LOL, but even a cheapskate like me realizes that this is well worth the price.

What a marvelous invention, and what a proof of concept!

As always, I’m indebted to Postscapes for the tip on this one.

Best quick intro to the IoT that I’ve seen!

Following up on my last post, I’ve found what I think is the best quick intro to the Internet of Things!

Internet of Things,” released today by the Center for Data Innovation (hadn’t heard of them! BTW, they also get points in my book for covering XBRL, the magic potion for data…) is a quick read: it has short intros to most of the major consumer-oriented areas affected by the IoT, from healthcare to home automation, combined with two examples for each of those topics. I hadn’t heard of some of the examples (thanks, authors Daniel Castro and Jordan Misra!), although most are frequently cited ones ranging from the Nest thermostat to the Vitality GlowCap.  All in all, they’ll show almost any skeptic that the IoT is already a reality and that it will change their life!

The report concludes with brief policy recommendations for government and business alike:

  • (for government agencies) lead by example, i.e., include funding for sensors in bridge projects, etc. Yea (you listening, Obama Administration?).
  • reduce barriers to data sharing (this harkens back to my Data Dynamite book: data gains value by being shared!).
  • give consumers access to their data (again, something I wrote about in Data Dynamite).
  • avoid inundating consumers with notices (a fine line, since they need to be informed, in plain English, about how their data will be used).
  • regulate the use of data, not the collection (in line with Mercatus Center’s advice)

All in all, a nice intro to the IoT!

BTW: Thanx to ol’ friend Pete O’Dell for turning me on to this report!

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Two good sites if you’re introducing the IoT

Categorize this under “posts I’ve been meaning to write for a long time!”

For the current writing assignment I’m working on, I’m looking for as many good examples of practical Internet of Things applications that are available right now.

There are two sites that I repeatedly go to for those examples that deserve some praise.

postscapesOne is Postscapes, which I find to be an important all-around IoT news source. It features products (and links to their sites) in the “Body,” “Home,” “City” and “Industry” categories, as well as a DIY/Open Source grouping. The descriptions are well written and it’s attractive.

The other site is a corporate one, from Libelium, the Spanish open source sensor platform. A portion of its site is devoted to “50 Sensor Applications for a Smarter World,” grouped under “Smart Cities,” “Smart Environment,” “Smart Water,” “Smart Metering,” “Retail,” “Logistics,” “Industrial Control,” “Smart Agriculture,” “Smart Animal Farming,” “Security and Emergencies,” “Domotic and Home Automation,” and “eHealth.” There’s a wealth of accompanying information about — surprise! — the Libelium sensors that are matched to each of these applications. Of course it’s marketing for Libelium, but the range of applications does illustrate the wide range of ways that the IoT is already affecting industry, cities, and personal lives.

Check both sites out — and point your skeptical contacts who wonder if the IoT is just a laboratory curiosity to them!

 

Dr. Joe Cafazzo — neat stuff on biomedical design!

Posted on 25th October 2013 in design, health

Empathy by design:

  • he’s a biomedical engineer. 
  • thinks we’ve lost empathy in design of medical devices
  • reminds me of “Design of Everyday Things” — what are engineers thinking???
  • talks about device to calculate location of Taliban — batteries went dead! Defaults to current position when you change batteries — called in bomb strike on themselves! Official explanation blamed the soldiers, not the engineer!
  • example of the butterfly ballot that threw the election to Bush
  • home hemodialysis turned out to help a lot of people lead better lives.
  • Asks: “What else can patients do????”
  • talks about Bant app for diabetics — more than 10,000 active daily users!!  Allows them to do self-monitoring. Private social media app lets the kids interact with their friends. The kids can get bonus points for iTune redemptions if they perform self-monitoring!! New version in beta, with more features. Gamification — kids are very competitive. VERY COOL!
  • did another app for adults, significant increase in compliance, health improved.
  • 30 days for a better heart app — you’d get a daily challenge that you could choose whether to do or not — 6,000 people did the whole 30 days.
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Predicting Health Outcomes With Machine Learning

Posted on 25th October 2013 in health

Eric Horvitz, MD, PhD co-director, Microsoft Research

  • from data to predictive models to decision-making
  • costly challenge of re-admissions: they worked with Washington Medical Center, which had been accumulating lots of data on ER visits. Built a predictive model of readmissions: identified relevant evidence out of 25,000 indicators: if “fluid” is in the record, that’s an indicator the person will be readmitted.
  • Created tool called “Readmissions Manager.
  • running this program worldwide
  • example of Congestive Heart Failure. $35 b. annual cost. Should you invest in an intervention program?
  • another big challenge is hospital-associated infection. $20 b.  a year cost. In top 10 causes of deaths in the US. Beyond looking at EMR, they introduced analysis by space and time. Another factor is the patient’s path through various parts of the hospital: could predict what % of the patient population got infections in what part of the hospital. Analyzed various factors, such as which unit of hospital they were in, who was the attending doc.
  • New kinds of predictions: “surprise models” — looked at people who were re-admitteed in 72 hrs. for a condition that wasn’t on chart before.
  • new set of data: patients searching web. For example, nutritional content in logs of downloaded recipes. (Maine people downloaded a lot of recipes with high carb content). This was because they found a lot of older ppl in DC area had downloaded recipes with high sodium content in holiday season.
  • looked at Twitter feeds about birth of child — overlaid lots of people who’d just had babies: about 12% of women showed signs of crashing in terms of mood (post-partu m depression is underreported). Suggests you might be able to intervene in advance to help them.
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