Automated care: Thermostat of health or a Ponzi scheme?

 

(Reprinted with permission from the cHealth Blog)

The last post on the cHeath Blog was mid July. I think that is the longest hiatus since I started blogging in March of 2010. But the summer was great in New England. Lots of warm days and cool nights and plenty of sunshine. So as we close the books 'unofficially' on summer 2012, I'm back.

I also want to give a shout out to my colleague, Gina Cella, who was instrumental in thinking up one of the analogies used in this post (the Ponzi scheme).

Though I haven't posted in six weeks, I've been thinking a lot. One of the concepts that is occupying my mind is that of automated care. The last time I wrote about automated care was February of 2011 (Emotional Automation, Revisited). Lately I've been thinking about it more and more. The burden of chronic illness continues to rise and the size of the provider work force is not keeping up. This manifests as overworked, unhappy providers, particularly in primary care.  

Sooner or later we'll need to come to the conclusion that some of the care processes must be automated. Other industries have done this, and whether it is pumping your own gas or checking yourself in at the airport, we seem to like it just fine. In fact, the airline industry plans to take it to a new level. But in healthcare, we don't just employ one person where other industries have automated  -  we employ three or four to do redundant work.  We have a long way to go.

However, the idea that a software agent or a robot might take on various aspects of your care tends to 'creep out' both patients and providers. Maybe it's because they fear that robots will run amuck, as is illustrated in this amusing video

Yet folks like my friend Tim Bickmore have capably shown that in some instances, patients actually prefer a software agent to a person. There are several examples, in addition to Tim's work, that show how software agents can indeed be caring. Buddy, a virtual companion from the new company Geri Joy, is one such example.  It's a cuddly representation of a dog that appears on a tablet, but responds to voice and to touch in the way a real pet would.

Effective automated care includes feedback loops and emotional responses. Feedback loops typically involve some measured parameter. The idea behind automated care is to send effective, caring messages to an individual based on the feedback loop.

A great example of a feedback loop we take for granted is the thermostat. We're all better off because of internal climate control, whether it be in a New England winter or the summer in Abu Dhabi. Thermostats work well and fade into the background. We don't even realize they are working most of the time.

So it would be in the case of an effective automated care structure. Some signal would come in from the patient's remote monitoring device(s) and a caring response would go out to the individual. When that process works well, the individual will be comforted and pleased, as in the case of Tim Bickmore's relational agents or Geri Joy's Buddy. If, however, the feedback loop is not crisp, it would be more like the cleverbot video linked above. Or like a Ponzi scheme, where there is a positive feedback loop with no control and eventual implosion of the system.

In a Ponzi scheme, 'A' produces more of 'B' which in turn produces more of 'A,' a classic example of a positive feedback system. The 'A' is profit and the 'B' is new investors. Profits are channeled back to new investors which, left unchecked, can lead to rapid growth toward collapse.

When we use information from the past to influence behavior in the future, that is feedback. A heart failure patient eats pizza and gains three pounds, putting him or her at risk for a visit to the emergency room. Cause and effect. But when we share that data with the patient, he or she will be more aware of the cause and effect, and will likely avoid eating pizza in the future.

All of you are leaders in creating the new generation of healthcare. It is well recognized that we must act boldly. We have the capability of building systems that are more like Buddy or Tim's nursing agent. We must avoid building systems that are like the cleverbot.

It's in our hands. Are you up to the challenge?

Joseph C. Kvedar, MD is the director of the Center for Connected Health (www.connected-health.org), a division of Partners HealthCare in Boston. Connected Health is focused on developing new methods of delivering quality patient care outside traditional medical settings. This post appeared at The cHealth Blog.

 

Comments

Dave
The analogy of a ponzi scheme is a bit fuzzy in this situation. In a Ponzi scheme the issue is that money is finite, unless government is involved. So the Ponzi must grow to work, but growth is inherently limited. In feedback loops, what is measured (probably some organic chemical level or process in the body) can be created and/or destroyed (actually, or by excretion or storage in inert form). And the information about the level of X is fundamentally different than X. Where in a Ponzi scheme, money goes from the 'investor' to the schemer, but then money must go back from the schemer to the 'investor'. Feedback loops have all kinds of problems where X may be measured wrong, or the information about the measurements are wrong, or X cannot be manipulated or changed sufficiently by the thing receiving the information. Thus vicious spirals either upward or downward occur, instead of a nice gentle self-correcting steady state. What you measure matters. My point is that it doesn't matter whether it's human or automated care, if you don't know what you are doing, you measure the wrong thing, or precisely measure and control something that is not connected with health, then things can go wrong. Medicine is not automated because we really cannot measure "health" or "quality" in a comprehensive, objective, and reliable way. Profit is easy to measure (well, unless you try to obfuscate like Enron). That's why banks can automate money transactions. Sure we can turn health care completely into a business. But healthcare is a poor proxy for health. Should profit (where patients give more money) define the production of health? Something in me finds that distasteful, even as we head down that road inch by inch. Perhaps then health is a right, but healthcare is a consumer product. The question then is, which are we trying to maximize?

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