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GeriTech

In Search of Technology that Improves Geriatric Care

Big Data for Frail Elders: A model for tracking behavior and symptoms in the home

October 18, 2012

As I described earlier this week, in my line of doctoring I frequently find myself struggling to obtain the kind of big data that I need: data on a frail elder’s symptoms and behaviors over the past days to weeks.

So I was delighted to meet yesterday with Julie Menack of 21st Century Care Solutions, a Bay Area geriatric care manager (GCM) with a special interest in applying technology to the care management of the elderly. She pointed me towards eCaring.com, an online platform for managing and monitoring home care services. (Disclosure: Julie is a paid consultant for eCaring. I have no current or planned financial ties to either eCaring or to Julie, although given that Julie and I provide complementary services to frail elders in the Bay Area, we will probably have an opportunity to serve the same client/patient eventually.)

The idea of eCaring seems to be this: caregivers, especially the ones hired by care managers, often keep daily logs to record the care provided, as well as how the care repicient is doing. Of course historically records have been kept on paper, often in a “care binder.”

The trouble with paper and binders, however, is that this information is difficult to share and analyze. I personally hate it when people refer me to a binder for information. It’s the 21st century, people. If the information counts, it needs to be in a computer, AND backed up.

Enter eCaring. This company provides a computer-based platform for caregivers to record all this information (this part is called CareTracker). The information can then be shared with family, case managers, or healthcare providers, through review of the CareJournal, or by using the CarePortrait feature, which creates customized reports.

The platform will also eventually include an alert feature. Once the parameters of an alert have been defined, then entering a trigger prompts a notification sent by text or email to designated recipients.

Of most interest to me is that if information is regularly and properly
documented, this creates a database of information that is potentially
very useful to me clinically. The platform does support a form of
querying the data, to focus on a trend related to eating or pain, for
instance.

So will eCaring actually work for my purposes? And will it lead to better health outcomes for elders?

I can’t say for sure, as I haven’t tried it yet. And since it’s fairly new, Julie herself is just starting to pilot it with clients.

However, the concept has a lot of potential. Finding an effective way to document and manage this information could be extremely helpful for care coordination purposes. And access to this type of information could help doctors such as myself evaluate common complaints that come up for geriatric patients.

In the end, the proof will be in the pudding. Entering a lot of data is often harder for on-the-ground users than we expect. For a doctor like me, the data also needs to be easily viewed, sorted, and queried; if it’s a pain to do this, we’ll find doctors yet again avoiding the information rather than engaging with it.

Another issue that will affect adoption is cost. eCaring is currently offering a free three month trial, but unclear to me how much it costs afterwards. And who will pay? Families out-of-pocket? Or perhaps hospitals post admission? Will accountable care organizations be interested?

Last but not least, as I’ve said before, if this becomes a stream of data aimed at providers, we will have to find ways to give providers time and infrastructure for reviewing and responding to the data. (We already have over 50% of docs in front-line specialties such as general internal medicine with signs of burnout; more data to take care of won’t help unless working conditions become more supportive.)

Despite all these caveats, I’m excited to learn about eCaring, and hope to get an opportunity to try it out soon.

By the way, my brief Google search didn’t turn up any similar products, but if you know of one, definitely let me know in the comments or by email.

Filed Under: Uncategorized

Practical and Prosaic Data Needed by This Doctor

October 16, 2012

Since deciding to delve into the world of healthcare technology and innovation, I’ve repeatedly come across the term “Big Data,” which many claim will be transforming healthcare. As best I can tell, in healthcare terms, Big Data seems to refer to two overlapping ideas. One is that healthcare systems are currently collecting reams of health data, and by analyzing this data, we can identify patterns and signals that we can take action on. The other is that individuals can turn into personal repositories of big data, by frequently measuring various biometric and other parameters (i.e. personal tracking, which leads to the “quantified self”), and then this data can be analyzed and acted upon by the person and healthcare providers.

All well and good, but as with many exciting healthcare tech ideas, I find myself wondering:

“How is this going to help me get the data that I’ve been struggling to get?”

After all, my work requires me to obtain and process a lot of data, namely data regarding a person’s behavior, symptoms, and abilities, and how all of these have changed over time.


Will the Big Data movement help doctors like me?

Here’s a little story to illustrate my data needs in practical terms. Not too long ago, I went on a housecall to see a very elderly man with mild dementia, who lives in a small residential board and care (B&C) facility. The staff there had called the patient’s durable power of attorney (DPOA), saying that the patient, who we’ll call Mr. A., had recently become agitated at night. A urine test had been negative for infection. The B&C staff was wondering if a sedative or other prescription might be indicated. The DPOA had visited the patient and did think he looked less energetic than usual.

“Doctor, what do you think is going on, and what should we do?”

(Actually, people usually just ask the second part of the question, but good medical practice dictates that a clinician should first form a theory of what might be going on, before deciding what to do.)

As many dementia caregivers can tell you, this is a common scenario, and doctors are commonly asked to weigh in and make things better.

The catch is that, to sort out this common situation, one needs data on what has happened. In particular, I needed to know:

  • When exactly did this problem start? Did it start suddenly, or did it come on progressively?
  • Was there an inciting event that can be identified?
  • Is Mr. A distressed at night every night, or just now and then? If now and then, can we identify other factors that fit with the pattern (bowel movements, use of certain medication, etc)?
  • How is his current strength and energy level different from his baseline?

I went to visit the gentleman in question, whom I had never met before. He was very charming and pleasant, but also hard of hearing, and with poor short-term memory. His physical examination did not reveal any obvious cause for the recent concerns. Unsurprisingly, Mr. A. was not able to provide me with the historical data that I needed to make sense of the situation.

So I interviewed the patient’s primary caregiver at the B&C. But here too, the data was hard to obtain. The staffer is Filipino, and although his English seemed ok, he seemed to have difficulty understanding my questions on how Mr. A. seems different now compared to a few weeks ago. He was also inconsistent in his reports of how often specifying how often Mr. A has been having nighttime confusion.

Finally, the caregiver went to find his log book. This facility does not log every resident’s behavior on a daily basis, just “as needed.” We found two entries noting nighttime confusion, the last being a week prior. I left, still uncertain as to just how Mr. A. had changed compared to a month ago. I had just spent over 30 minutes trying to ferret out the data I need for my medical decision-making, and still was not sure I had accurate information to work with.

Given the shortage of geriatricians such as myself, it would obviously be very helpful if technology innovations resulted in my quickly being able access accurate data on a patient’s behaviors and symptoms.

So, will the Big Data movement help a doctor like me? I would say this depends on two key factors:

  • Will emerging technologies facilitate the collection of data relevant to geriatricians? Let’s face it, I don’t currently feel a burning need for a “small, wearable sensor that can capture and transmit blood chemistry data continuously.” What I need is something that reliably logs behaviors and symptoms, as well as medication use. [Update 10/17/12: Since yesterday Sano Intelligence, whose site my link points to, has removed the basic info on their blood chemistry sensor. But I am including a screenshot of the cached site below.]
  • Will Big Data shower doctors with information before we are equipped to triage and act on it? It sounds terrific to send more data to doctors, but we’re currently already suffering from information overload. (I wrote about the trouble with apps sending data to doctors last week.) We first need to develop systems that allow us to act effectively on the information we already have.

The truth is, although I think Big Data offers a lot of potential for population health management, I’m a little worried about how it might play out regarding the care of individual geriatric patients. Each elderly person could certainly generate a significant stream of physiologic, behavioral, and symptomatic data. But often collecting more data from frail elderly patients results in more healthcare, much of which ends up being of uncertain benefit. (Example: more scans usually turns into more things to work up and investigate.)

However, here’s an approach that sounds more manageable to me: a system that would allow doctors such as myself to specify the data to be collected, and that would make this data collection manageable and accurate for patient and caregiver.

In other words, instead of bombarding me with data and telling me to help the patient, what if the patient, the system, and I all first agreed on what information would be useful to gather, and then I received it?

Could I get a nightly confusion monitor for Mr. A please, along with an accurate log of his pain and constipation complaints, a record of medications taken including as-needed medications and over-the-counter drugs, and a daily measure of his physical energy, so I can study his trends and patterns? Please?

10/17/12: Here’s a screenshot of Sano Intelligence’s homepage as it was on 10/10/12, with a little description of the kind of data they could be providing:

Filed Under: Uncategorized Tagged With: big data, geriatrics, quantified self, tech for clinicians

Neat new way for families to find in-home caregivers

October 12, 2012

Here’s an exchange that frequently comes up between me and an overwhelmed family caregiver (CG):

Me: “You are doing such a fantastic job helping your mother out. She’s really lucky to have you be so involved. And, it sounds like she needs more help at home than you’re able to comfortably provide on your own. Have you considered hiring an in-home caregiver to come help out?”

CG: “How do I find someone reliable? How much does it cost?”

Me: “Umm….Let’s see if we can connect you with a social worker who can help you. You can also try calling the Family Caregiver Alliance. They should have resources on how to hire in-home help, and they may have some kind of registry of home care providers.”

Three weeks later:

Me: “Did you look into getting some help at home?”

CG: “Umm…I’m planning to, but I’ve been so busy…”

Six weeks later:

Me: “Did you look into getting some help at home?”

CG: “Umm…I have this list of agencies…”

And so it goes, with me continuing to encourage the beleaguered caregiver to get some help, and the caregiver struggling to address yet another complex task as he or she scrambles to keep up with the challenges of caregiving.

The problem, of course, is that as the doctor, I’m pointing at
something to be done, but am not able to lay out concrete simple steps that a family caregiver can execute. Instead of relieving the caregiver’s stress, I’m giving him or her another complex problem to solve.

Family caregivers could certainly use some technology that simplifies the process of investigating and hiring in-home help.

The good news: some healthcare tech entrepreneurs are working on just this problem. As some may recall, last week when I briefly reviewed AARP’s top healthcare innovations for 50+, the startup I was most interested in was Carelinx, an online platform to help people find and manage paid caregivers.

Well, Carelinx was featured at the Aging 2.0 event I attended last night, and after learning more about the concept, I still think this is a service that could meet an important need for families I work with.

(Full disclosure: Carelinx contacted me last week after I mentioned them on GeriTech.org and I recently lunched with CEO Sherwin Sheik, who was interested in my experience as a geriatrician. We have no current or planned financial ties. He did strike me as very nice and has personally experienced the challenge of trying to hire in-home help for a sister with MS and an uncle with ALS.)

Why? Because Carelinx reminds me of Airbnb, a service that I have found genuinely super helpful and an example of how Internet platforms can

1) make a complicated search task much easier, and

2) facilitate an individual-to-individual transaction.

Like Airbnb, Carelinx provides a user-friendly platform that facilitates searching for what one needs. Users can easily look through a roster of individuals proposing caregiving services, and filter based on criteria such as gender, years of experience, credentials, and types of past caregiving experience. If you choose to hire someone, the platform manages the scheduling, payments, taxes, and also insurance and bonding. (Confession: I’m not really sure what the bonding means, but sounds reassuring.)

An additional feature I found appealing is that the platform supports video interviews with a prospective caregiver, which is a great tool for getting a sense of a person before moving towards an in-person meeting.

Last but not least, Carelinx claims that since they charge less as a middleman than traditional in-home care agencies do, families can obtain help for less, and the caregivers themselves get paid more. If this is true, this is a great benefit for families, who often face financial constraints, and for the caregivers themselves.

Does Carelinx actually work well for families? I can’t say, as I don’t know anyone who has hired a caregiver through the service. 

Obviously families looking for an in-home caregiver should consider other options. For some, working with an established agency that provides coordinated geriatric care management services may be a better fit. There may also be other companies online that do a better job allowing families to find a suitable caregiver. (However, my brief Google search today didn’t turn up anything more promising: lots of agencies, lots of referral services, and Care.com, which does have a roster of available caregivers but doesn’t seem to provide the infrastructure for managing an ongoing client-caregiver arrangement.)

And it’s unclear to me how well an Internet company like Carelinx can screen and vet caregivers, although as Jim Sabin notes on the Over 65 Blog, that’s been an issue with traditional agencies as well.

Still, when I consider the options I have historically provided (I do love you Family Caregiver Alliance, but I worry that my families need something that feels easier than this process), I think Carelinx’s approach has terrific potential.

In many arenas, Internet platforms have replaced traditional middlemen (i.e.buying airline tickets, renting vacation homes, hiring freelancers). This has generally led to more transparency, better prices for consumers, improved customer service due to reviews and ratings, and an overall simplified experience.

Will this approach yield similar benefits in the realm of hiring an in-home caregiver? My guess is probably, but we’ll have to see.

In the meantime, I’m glad to hear of another option that I can propose to families.

PS: Health services providers: if you know someone who’s used Carelinx or a similar platform, I’d love to hear from you.

Filed Under: Uncategorized Tagged With: caregiving

Minority report: why this doctor sent back the iPad

October 11, 2012

These days it seems that every other sentence including the words “healthcare” and “technology” also includes the word “iPad”.

It goes without saying that consumers love the iPad, but doctors too seem to be flocking to it. And it’s not just young digital natives like the UCSF resident highlighted in the NYT article “Redefining Medicine with Apps and iPads.” Even the very august Dr. Abraham Verghese has decided to add Apple’s iconic new device to his carefully curated collection of tools he carries through the hospital.

“Should I get an iPad for my own doctoring?” I found myself wondering a few months ago, as I was planning my new housecalls micropractice.

I got one. I sent it back. Here’s the main reason why:

Typing is an integral part of the work I do with patients, and when participating in healthcare teams.

And I found that typing on the iPad was a lousy experience, even with Bluetooth keyboard and ZaggFolio.

Does doctoring really require that much typing? I suppose it depends on how you do your doctoring.

Here are the kinds of things I type while practicing my profession:

  • I type extensive written instructions for patients and caregivers, often as I’m talking with them about a plan.
  • I type search terms into Uptodate because I use clinical decision support in real-time.
  • I type notes when I’m on the phone with patients, to document what they say, and what I tell them.
  • I type notes when I collaborate with colleagues on patient care, because this helps me remember what they are telling me.
  • I type emails and secure messages, to communicate with patients, caregivers, and colleagues.
  • I type notes when I’m in administrative meetings, because this helps me pay attention.
  • I type things I need to do into my task-manager, to keep me on track and make sure I don’t forget something important.
  • Last but not least: I do some typing when interviewing patients in person, but sometimes opt to jot a few notes on paper, with later input into my EHR.

Although I didn’t take the test iPad out to see any patients, just using it at home felt like a serious drag on my documentation-intensive style. Encased in the Zaggfolio, the iPad weighed 2.7 pounds, which was only a little less than my Thinkpad x61. (Disclosure: I have bailed on Apple products before, having switched back to PC after using an iMac for three years, and having ditched the iPhone after using it for a year.)

So I sent it back. Now you may be thinking: How will you show patients pictures, or videos, or engage in FaceTime, or otherwise participate in 21st century doctoring?

Um…my Windows apps will do the trick, no? And my laptop, like most, comes with an integrated webcam. As for Internet connectivity while on housecalls or on the road, I use a Verizon 4G jetpack, which works very well.

Now I’ll admit, I’d feel more modern and hip cruising around with an iPad. Especially here in San Francisco, I must seem positively fusty with my trusty black Thinkpad.

But what can I say. I haven’t yet opted to use point-and-click templates while doctoring. To paraphrase Abigail Zuger, I like to write what I think, a privilege that may be widely underestimated.

My conclusion regarding iPads and doctoring: iPads are pretty good ways to consume information, but may be limiting to a doctor’s ability to input information.

All those residents training with iPads: will they be writing what they think? Will they be writing personalized instructions for patients? Will they be writing to me, to coordinate care?

Filed Under: Uncategorized

The trouble with apps that send data to docs

October 10, 2012

The Science section in the NYT has a special section on the “Digital Doctor” this week. The lead article, “Redefining Medicine with Apps and iPads,” showcases UCSF resident Alvin Rajkomar, who is — gasp — using MedCalc on his iPhone, to help him manage hospitalized patients.

This Exhibit A of new digital doctoring made me laugh out loud. You see, when I was a third-year medical student over a decade ago, I and many other med students and residents were using a similar program. We had hot new devices called PDA (personal digital assistants), and had replaced the usual pocket references with digital equivalents. As a matter of fact, I recall using something called MedCalc and it came in handy throughout residency, although once the rubber hit the road in internship, I switched back to pocket books for some references. (You can’t quickly skim lots of text onscreen the way you can skim pages of small text, and to this day, the one reference I always carry in my pocket when doctoring is my Tarascon Pocket Pharmacopoeia.)

A better glimpse into the future of smartphone-leveraged healthcare is in “Apps That Can Alert the Doctor When Trouble Looms,” which highlights an area that truly is new, exciting, and also slightly scary in the expanding world of digital doctoring.

To summarize, companies are developing apps that monitor patient behavior, and then send the data to health providers. The apps described use GPS monitoring and accelerometers to track patient motion. The idea is that a significant change in motion pattern could be signaling an important change in health status. Presumably at this point some kind of signal would be fired off to a doctor.

Here’s how they say it might be used for patients who have chronic illness and involved caregivers (i.e. my patients):

“Dr. Matthew Gymer, the director of innovation at Novant, said he wanted
to see how well the technology performed in alerting caregivers to
potential behavior changes in thousands of patients with different
conditions, including diabetes, chronic pain and heart disease.”

Ok, let’s talk about this. For now, we’ll set aside issues of patient privacy (some call this Big Brother but I expect most patients won’t mind) and properly calibrating the devices so that their alerts have good positive predictive value.

My main concern: are providers are ready and willing to be receiving this data?

Interestingly enough, some of the comments echo this line of concern, with one commenter (Atlanta mortgage broker) noting:

“These days, you can go repeatedly to your primary care and specialists
BEGGING for help, stating any dangerous mental state imaginable and
dangerous health issues such as uncontrolled diabetes and hypertension –
and they don’t even call you back or give you a decent appointment
date…”

On the provider side, AKS says:

“You want to know the first thing i thought about as a doctor? Picturing
me getting sued by a patient or their family and the lawyer saying: this
app shows that you received this information, yet there is no record
that you acted on it. i’m literally supposed to act on it, pull the chart, and then note what the
app said and what i did, and why i did it, and why i didnt do something
else. tort reform before i use this app.”

I think both commenters are highlighting the likely trouble with apps that send data to docs:

  • Is there infrastructure to facilitate medical intervention, i.e. at the minimum available appointment to be seen?
  • Doctors are already complaining of information overload and not having enough time to address patients’ needs, especially in the outpatient setting. Front-line providers are experiencing 60% burnout. Is this going to make their professional lives better or worse?

Last but not least, I have to say that caregivers I’ve worked with often have little difficulty noticing that something is wrong with their loved one. It’s after they notice that the problems start:

  • They don’t know what to do or who to call, or even that they should call sooner rather than later (hence my search for delirium educational materials);
  • They are unable to promptly access by phone a provider who has decent information about the patient;
  • No appointments are available in the near future.

I do heartily agree with one  researcher’s point that relying on patient interviews to collect data is incredibly inefficient, so I’m interested in the promise of apps for this purpose.

But if the apps come before providers are ready and willing to get the data, we may very well see the current exodus from primary care get worse.

Filed Under: Uncategorized

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