Wednesday, October 10, 2012

Electronic health records and payment increases: It's not fraud.

There was a bit of press about an extensive CPI series investigating increases in charges by physicians using electronic health records. I know this domain, and I've been watching for someone to explain what's really happening and why.

Today John Halamka pointed me to what I was looking for. The explanation comes from Don Berwick:
Hospitals grab at least $1 billion in extra fees for emergency room visits | The Center for Public Integrity
... Dr. Donald Berwick, the immediate past administrator of the Centers for Medicare and Medicaid Services (CMS), which administers the Medicare program, said a small portion of the billing increase is likely caused by outright fraud, but in the majority of cases hospitals are legally boosting profits by targeting the vulnerabilities of Medicare’s payment system. “They are learning how to play the game,” Berwick said about the hospitals.... 
... Berwick, the former CMS head, said patients haven’t changed. What’s changed is the aggressiveness of how hospitals bill. “They are smart,” Berwick said. “If you create a payment system in which there is a premium for increasing the number of things you do or the recording of what you do, well, that’s what you’ll get.”...
Don't be fooled by his background leading CMS. Berwick has a long record in health reform, and an unimpeachable reputation. He got one year in CMS before the GOP got rid of him. He's telling the truth.

The deeper story goes like this:

  • In the 1990s reformers tried to come up with a fair way to reimburse for the work physicians did, particularly 'cognitive' work vs. procedural work. In part they wanted to to equalize the playing field between medicine and surgery. This was a horrendous task even before the AMA got their hands on it.
  • By the time the AMA was done a new kind of accounting system was created to track what doctors did. It was called "Evaluation and Management" coding, which looks to the uninitiated like a set of 10 or so "CPT Code" (also AMA controlled).
  • This introduction of E&M codes changed medicine -- for the worse. Immediately. I won't bore you with the details, but basically doctors worked to the accounting system instead of focusing on improving patient care. Accounting matters. 
  • Four years later proceduralists complained and the E&M codes got much worse. At this point they were almost impossible to understand. There was supposed to be a usability test but it never happened. Somewhat better, but even more complex, codes were stalled in 1999.
After 1999 doctors more or less staggered on with this accounting system. They routinely 'undercoded' to avoid prosecution, but payments for less sophisticated codes rose so it 'worked out'.

During this time, however, electronic record systems grew. It became far easier to capture all the inputs to the coding system. It was also easy to ask a few additional questions and so exploit a loophole in established patient encounters. (Basically you can do a complete exam for a sore toe and do quite well).

EHRs let billing systems, especially hospitals, fully exploit the problems in a fundamentally horrible accounting system.

There's no fraud here. The fix is to eliminate E&M codes.

Monday, October 08, 2012

Voted. Easy choices. Again.

I'll be traveling Nov 6th, so tonight was voting night for me. If you've read this blog at all you can guess that that the top of the ballot was pretty simple. We have a great slate of Democrats from the Presidency to our State Rep and I'd vote No on constitutional amendments even if I thought they were a good idea. Which they aren't.

The bottom half gets tricky - judges, soil and water commissioner and so on. Voting by mail used to have a big advantage -- but now any Minnesotan can see the ballot in advance and vote intelligently. A quick visit to judicial web sites made it easy to vote for the incumbents. County offices were covered by a Minnesota DFL page.

It's traditional in this sort of post to say something about why I voted for Obama/Biden. It's not hard. I can't think of any policy domain where I think Romney would make good choices. He'd be a disaster in international affairs. I think he'd neglect and even actively hurt the non-powerful He's terrible on science, horrible on the environment, and a disaster on climate change.

Meanwhile, Obama's choices make sense to me within the scope of his constraints. I don't agree with all his choices. He's too involved in choosing drone strike targets, his school reform programs are misguided, and his health care reform initiative is far too friendly to corporate solutions. Unfortunately, even in the cases where Obama is weak, Romney would be far worse.

I'm not happy that my voting choices are so easy. America needs a sane alternative to the Democrats. If Romney loses maybe we'll get one. If he wins, we won't.

RIFty Fifty

It's not personal, it's just that wages are sticky ...

Poorer but Wiser After a Year of Unemployment - NYTimes.com

They are skilled workers who should be at the top of their games, their incomes peaking as they approach retirement...

... For the last 20 years, after each recession, workers have been hired back at lower salaries, with the baby boomers losing the most income. Unfortunately, it makes sense. People that age hold the most senior jobs and make the best salaries. Lowering their compensation saves the most money, or, as the financial analysts say, increases productivity...

Not everyone in their 50s is equally vulnerable to the RIF. [1] Senior leadership, for example, is expected to be between 40 and 60 years old. From a short term return-on-RIF perspective the most at risk targets are highly paid "senior" workers who are at the high end of their pay grades. Even if these workers are currently valuable, they're not going to make the leap to the next level -- that has to happen in the 40s or earlier. They're not going to get more productive either; most corporate knowledge workers are probably maximally productive around ages 45-50. So there's a pretty good return on the RIF.

Kind of sad if you're the one wearing the arrow, but that's the nature of the hive. In the ancient world wages rose until retirement, in the less sentimental world of 2012 they're likely to peak around 50 and fall from there.

So what should we do about it?

One reasonable response is just to gather ye rosebuds while ye may. After all, none of us gets out this alive. Take the family vacation, spend the money, enjoy it while you can. Winter will come, but Fall is sweet. When the RIF comes, expect to dye hair, chop all dates from your resume [2], and find a lower paying job.

There are other responses of course; but at this age circumstances vary a lot. Sometimes it might, for example, make sense to switch employers and trade current income for a better long term employment picture. I like to get the house paid off, so income loss need not mean house loss. Most of the time, though, it makes most sense to ride the horse until it dies. Then live more simply.

[1] Reduction in Force. Nobody is fired any more, they're simply part of a 'reduction in force' that just happens to catch the expensive or the unwanted (best of all - both at once). Many corporations, perhaps most, routinely "RIF" about 6-10% of their workforce every year on the principal that a little bleeding strengthens the body.
[2] LinkedIn profiles are the worst. They require years of attendance to be attached to schools, which makes age calculation pretty trivial. FWIW, i just chopped all schooling from my resume and all positions > 10 years past. 

Sunday, October 07, 2012

Baumol's cost disease: medicine, education and post-AI disruption

William Baumol was born in 1922. In 2012, 90 years later, he's listed as first author on a new bookThe Cost Disease: Why Computers Get Cheaper and Health Care Doesn't.

Damn. It's one thing to win the brain lottery, but winning the longevity lottery is really piling on. Even if all he did is read the page drafts he's doing pretty well.

That's not the most irritating thing about Baumol though. The most irritating thing is that I keep forgetting about his fundamental insight, one that I first blogged about 8 years ago...

... The disparity between rapid productivity growth in mechanized sectors and slow productivity growth in human-service jobs produces Baumol's disease—named after the economist William J. Baumol. According to Baumol, in a technological economy falling prices for manufactured goods and automated services eventually increase the relative cost of labor-intensive services such as nursing and teaching. Baumol has predicted that the share of gross domestic product spent on health care will rise from 11.6 percent in 1990 to 35 percent in 2040, while the share spent on education will rise from 6.7 percent to 29 percent.

The shifting of relative costs need not in itself be a problem. If Americans in 2050 or 2100 pay far more (as a percentage of their spending) for health care and education than they did in 1900, they may still be better off—if they pay correspondingly less for other goods and services. The problem is that as the relative cost of services like education and health care rises, more and more Americans will find themselves in service-sector jobs that, unlike the professions, have historically been low-wage...

Today Education and Health Care are famously afflicted by Baumol's disease. Law used to be, but then full-text search decimated legal employment (and yet, legal costs have not fallen ....).

Baumol argues that even if these professions remain labor intensive, and even if health care comes therefore to claim 50% of our GDP, that we'll be able to afford it nonetheless.

His argument is persuasive, but is that likely to happen? College education today is experiencing widespread disruption including iTunes Ucoursera (Caltech, University of Toronto and many more), edX (MIT, Harvard, Berkeley), California open-source eTexts, Stanford Online, Khan Academy and numerous for-profit ventures. Education is deep in whitewater times.

Health care, particularly medical care, isn't changing as quickly. The fundamental tasks of sorting out what's going on with a particular patient, and how best to manage that problem in their personal context, and then how to manage the patient's psyche and health -- those haven't changed much [1] over the past century. 

We're accumulating more health care data though -- for better and for worse [3]. "Analytics" is the "hot" area in health care IT now, including running Google/Facebook style algorithms against large clinical and financial data sets [2].

That doesn't necessarily sound disruptive, unless you know that the techniques used in extracting meaning from large data sets are the same technologies that power our post-AI world. (Yeah, I used the forbidden acronym.) If you know that, then you know "Analytics" can be thought of as the current pseudonym for "Medical AI". Whether it's disruptive or not remains to be seen, but I suspect that we'll get to health care cost disruption well before health care hits 50% of a much larger future GDP.

 [1] It's interesting to read articles written in the 1970s during the early days of diagnostic lab testing. They imagined patients walking into a series of lab test queues staffed with low wage workers, then emerging with a set of diagnoses and plans. Similar plans arose during the last period of genomic enthusiasm. They will come again ... 
[2] The base stats is generally pretty simple stuff, if only because more complex algorithms don't scale well to terabyte data sets. The trick is that simple stats on large data sets enabled by cheap computation can produce surprisingly useful answers. This is best described in the terrific Halevy, Norvig and Pereira paper: The Unreasonable Effectiveness of Data.
[3] In 1996 I was part of a theater-style presentation called "Dark Visions: 1996-2010" that included a fanciful and intentionally dramatic timeline of dystopic data sharing. By 2005 India was the world center of clinical AI, and by 2006 elite health care providers had moved to more private paper records. Maybe we were a bit hasty :-).

See also:

Friday, September 28, 2012

Why are OS X solutions easier to find than Windows solutions?

When something goes wrong on a computer, we all turn to Google. 

Almost all. I suppose Apple employees have to use Bing.

I can usually find OS X fixes fairly easily, even though when I need an OS X fix it's often a pretty obscure issue.

Windows 7 is another story. I rarely find solutions. Searches run into unanswered questions, paywalls, and wrong answers; it doesn't matter if I use Bing or Google.

Why is OS X search so much better than Windows 7 search? Windows 7 is still much widely used than OS X.

Has anyone else noticed this? Maybe it's just me.

Sunday, September 23, 2012

Islamic rage and free speech.

A guy with a big chip on his shoulder isn't going to do well. He's easy to play with, but even without manipulation he's going to wreck his life.

A lot of the Islamic world is like that, probably because the population is young, social structures are intensely patriarchal, employment opportunities suck, education is distorted by religious doctrine and the world is a very scary place. Just be glad the "The End of Men" isn't a video. Threats to patriarchal structures are not entirely imaginary.

But it's not just Islam. The anti-Japanese riots in China look awfully to Cairo; and does anyone remember burning cities in 1960s America?

So national rage isn't as simple as a cultural trait unique to Islam.

What about free speech, how simple is that?

As any high school student should be able to describe, we don't practice completely free speech in the US. The NYT mentions a couple of examples but Wikipedia has more ...

Freedom of speech in the United States - Wikipedia

... the Miller test for obscenity, child pornography laws, speech that incites imminent lawless action, and regulation of commercial speech such as advertising. Within these limited areas, other limitations on free speech balance rights to free speech and other rights, such as rights for authors and inventors over their works and discoveries (copyright and patent), protection from imminent or potential violence against particular persons (restrictions on fighting words), or the use of untruths to harm others (slander)...

... Publishing, gathering or collecting national security information is not protected speech in the United States ... The unauthorized creation, publication, sale or transfer of photographs or sketches of vital defense installations or equipment as designated by the President is prohibited.[13] The knowing and willful disclosure of certain classified information is prohibited ... It is prohibited for a person who learns of the identity of a covert agent through a "pattern of activities intended to identify and expose covert agents" to disclose the identity to any individual not authorized access to classified information, with reason to believe that such activities would impair U.S. foreign intelligence efforts.. 

Julian Assange could say something about national security and restrictions on free speech -- though the material he published was widely redistributed in the US without much consequence. The US didn't exercise blocks on web servers. Other information is more restricted. Although the wikipedia article on nuclear weapon design is pretty detailed, more practical 'make your own terror weapon' recipes are hard to find.

Even videos of this type of restricted material would be unlikely to provoke popular outrage. Neither would videos attacking religious beliefs, politicians, science (the GOP makes those) or history -- denial of American slavery, Amerindian genocide or the Holocaust are all protected speech.

The only exception I can think of would be child pornography. Videos that use children under the age of 12 in sexual or harmful activities are strictly illegal in the US and would create anger and disgust. I can't see riots, though and, of course, the Islamic reaction would be at least as negative.

National rage is not uniquely Islamic, but protected speech is pretty distinctly American. Perhaps a consequence of that protected speech is that while sticks and stones will trigger invasions, "names will never hurt us".

Saturday, September 22, 2012

Tom Cook's great test: the response to Apple maps.

Contrary to Joe Nocera's impression, Steve Jobs' Apple screwed up a lot. MobileMe wasn't the only disaster; even iCloud was a regression. OS X Lion was nothing to write home about. Apple did better under threat, worse when they felt confident. Ultimately, of course, Jobs cruel genius coupled with unprecedented power over a public company meant Apple escaped mediocrity.

Post-Jobs most of us expect Apple to behave more like a typically dysfunctional publicly traded company. We expect more products like iOS maps and Siri -- heavily marketed but only marginally useful. (Under Jobs Apple buried flops quickly.)

Of course there's still a chance Cook can find a way to escape this mediocrity. I'm watching for how Apple responds to user submitted map corrections. 

Historically Apple seems to ignore users. Even respected developers have a hard time getting their bug reports reviewed. Google, to their credit, has responded to every map correction I've made. Sometimes I get a response in a week or two, sometimes in a month or two, but I always find out which corrections were accepted and which were rejected. (So far 5/6 accepted, I think the other one had already been fixed.)

This is something Cook can change. If Apple provides feedback to users on the fate of their corrections, then I'll be hopeful that Cook can chart a new post-Jobs course. If they don't then they're on the fast track to Microsoft-land.

Friday, September 21, 2012

What has Apple done for me lately?

The new iOS connector cable. iOS 6 maps. iOS 6 Podcasts. RSS Deprecation. iTunes 11 (train coming). iCloud. Siri. Lion. Embedded webkit hole in iOS parental controls.

I'm sure there are more. Apple hasn't been doing much for me lately. Yeah, I'm in a grumpy mood. The good news for Apple is that Google's done even worse. The past two years have not been great for the 0.00001% like me.

It can't be all bad though. What, with it's zillions of dollars, has Apple done in the past 1-2 years that I like?

I'll grow the list, but here's the start. Send me additions if you can think of them...
  • Mountain Lion looks promising.
  • MacBook Air.
  • iMessage.
  • iOS 5 let me override exchange calendar color assignments.
  • Six years late, Apple finally delivered iPhoto Pro with it's agonizingly slow and still incomplete Aperture/iPhoto integration project. Way, way late, but it counts.
  • Find Friends (I think it will be useful for our family eventually).
  • iPhone retina screen - good for old eyes.
  • iPhone camera.
The bad and the good are close to balance, which is kind of sad for the world's richest tech company. Of course I'm not their market.

Tuesday, September 18, 2012

Tachytely and human evolution: implications for the Drake Equation and Fermi Paradox

I haven't done a Drake/Fermi Paradox post for ages. A lot has happened in the meantime; in particular estimates of the number of potentially-life-compatible planets in our galaxy has grown exponentially.

Of course not all life supporting planets will develop sentient tool using species. Unless there's something about sentience and tool use feedback loops that produce tachytelic development. That would boost the Drake estimate into the low thousands. We ought to be tripping over little green things.

But we don't. Of course if technological civilizations all self-destruct quickly this would all make sense.

Monday, September 17, 2012

Why I'll be deferring iOS 6 and iPhone 5: podcasts gone

I listen to several Podcasts; using smartlists to identiy partly played casts and those I haven't started.

That won't be possible come iOS 6:

TidBITS Networking: Does Apple’s Podcasts App Suck Cellular Data?

...In iOS 6, the Music app removes podcasts altogether ...

Leaving us with the crummy Podcast.app.

We've also been told to expect an iTunes update. I wonder if that will drop podcasts too. I expect smart lists to go. We already know iOS 6 will lose Google Maps.

For me iOS 6 and iTunes 11 look to be big regressions. iPhone 5 and it's new cable hasn't impressed me either. I'll be going slow on both, which means I'll likely defer my iPhone 5 too.

Saturday, September 15, 2012

Information archeology: a challenge for Google Reader (or its successor)

There's an immense amount of knowledge, insight and entertainment in the feeds I follow. Using Reeder.app on my iPhone, and Google Reader web or Reeder.app on my desktops, I learn something new every half-hour or so. I share some of the stream via Pinboard (archival), app.net, twitter and wordpress (archive and indexed into my custom search).

Works pretty well -- but it could be better.

I'm skimming the surface of the knowsphere. There's great material below, sometimes in once beloved blogs that have gone silent. We need a way to dig it up.

That's someting old-Google might have added to Reader. Using signals like links, non-spam comments and authorship Google Reader could define an "archeology" stream -- the best of the past, where 18 months might be the start of old.

Google's probably not going to do this, but a third party service could do this and create a feed. Yahoo!'s wonderful but forgotten Pipes! product could be modified along these lines.

Friday, September 14, 2012

Gerbil- the Achilles tooth

And now for something completely different.

This posts consists of two warnings about gerbils, the weird and probably inbred [1] semi-domesticated desert rat of Mongolia formally known as Meriones unguiculatus.

The first warning is that you shouldn't let your kids be exposed to a school gerbil that is going to be fed to the school snake unless someone adopts it. 

If this warning arrives too late, then you need to read the surprisingly detailed wikipedia entry and this UK article on Gerbil Health. From both you will learn about the Achilles tooth:

Gerbils can sometimes lose teeth ...  the first sign of this can be that the animal looses weight due to not being able to gnaw their food - they will stop chewing cardboard quite a while before this so if your pet is not destroying cardboard boxes with its normal enthusiasm have a look at its teeth.

If your gerbil looses one or more front teeth it is essential that any remaining teeth are trimmed by the vet every 2-3 weeks...

Trimmed ever 2-3 weeks at a cost per visit of $30-$50 or so (more if sedation is needed). And you thought Apple's #$@ iPhone 5 adapter cable was expensive.

MG 6564  2012 09 14 at 07 59 46

Teeth, it turns out, are a rodent's curse. A pet gerbil can lose its tail and do well, but if anything disrupts chewing the teeth will grow until the gerbil dies [2].

Which brings me to the second warning. Don't buy your gerbil a house ...

41roxp1Ev L

These cute things are held together by tacks (and probably, since they're made in China, lead paint and radioactive waste). Gerbils, which live (and die) by chewing can chomp into the tacks and break a tooth. This is not a good thing. Don't buy these. Consider instead Totally Chewbular Tubes and Critter Caves.

You have been warned. No gerbils. If the kids get one, then no damned tack houses.

You're welcome. I don't think I'll have anything more to say about gerbils.

[1] Between 20 and 50% of all pet gerbils have the epilepsy. (according to Gerbil Health)
[2] Vets claim they don't tolerate suffering -- they dwindle and die instead. The lack of capacity for suffering implies that the great Programmer likes rodents, and that one escape from Samsara might be cyclic reincarnation as a gerbil.

Update: Another gerbil reference

Update 10/18/2012: Much to our surprise, a mere month later, he's fat and happy with both his upper teeth. He ended up having to regenerate two front teeth. During the long healing process he became addicted to Emily's deluxe ground gerbil food, devouring a dish in seconds. He's probably doubled his weight from his low famished state.

The Cosmo story, the facade of online security, and the US Postal Service.

Mat Honan, who is making a career out of being hacked, has a solid profile of a juvenile delinquent hacker [1] - "Derek", alias Cosmo (Cosmo, the Hacker 'God' Who Fell to Earth (via Schneier).

"Derek" is a troubled kid, but, in addition to hurting a lot of people, he's also done us a favor. He's become the latest in a series of people exposing the facade of online security.

Unsurprisingly AOL is the worst -- until recently you could reset someone's account just by knowing their address. Apple, Amazon, Netflix and just about everyone else isn't much better. Only Google makes a good try at it, and they just plugged a big hole.

This won't surprise anyone who knows the history of credit card hacks (example). The reasons are fairly easy to understand:

  1. If your iCloud account is hacked, Apple loses approximately nothing.
  2. Good processes and security are expensive. You have to train staff. To prevent one hack you probably have to irreversibly piss off somewhere between 10 and 1000 customers. Each of these customers will rage to at least five friends.
  3. Less than 1 person in a zillion can manage password security, and that person's family will be completely screwed when they run off or die [2].

What we have here is a market failure. Market failures are one reason we have governments.

Governments, particularly post offices, have managed identities for a long time. Passports for example, are managed by Post and Passport Offices. There are laws and procedures in place.

Digital identity management in most nations will eventually be handled by some cooperative mixture of government and business within a regulatory framework. We'll use multi-factor authentication, and we will have "break the glass" functionality available through government when access is lost (for a fee).

Preposterous? No. Six years ago these kinds of proposals generated snort-milk-out-the-nose laughter. I don't hear the laughter any more. It will take a decade, just because these things always stagger on for longer than I can imagine, but it will eventually happen.

See also:

[1] Steve Jobs was the most famous member of this cohort.
[2] Number of people who have both a highly secure password system and a method to pass information to spouse in event of death or disability? Does your spouse have your list of ten Google two-factor bypass codes? What if s/he dies in the car crash with you? Does your estate have them?

Wednesday, September 12, 2012

iPhone 5: meh.

What I wanted from the new iPhone and Apple

  • Ability to specify calendar colors for Exchange Server/ActiveSync calendars
  • Water resistance
  • Lower cost data plans
  • Parental controls that work (ability to disable embedded browsers).
  • Fix the Apple ID debacle
  • Bicycle directions on the Map app

What I got

  • A new connector with a $30 adapter.
  • No more parental controls for YouTube (since it's a separate app).
  • A map app without Google bicycle routes
  • A bunch of features I don't care much about
  • A dumbed down version of iTunes that will probably omit much of many of the query (smart list) abilities I rely on
  • More iCloud fail

Meh. I'll probably buy another AT&T iPhone and extend my contract, but I'll wait until I see how the different data plans shake out. The $30 adapter is particularly arrogant.

Sunday, September 09, 2012

Home maintenance: Our toilet leak, why Google searches about home problems suck, and my fix

Emily claimed the toilet was running. It seemed fine to me. Flush, fill, stop.

She didn't believe me, despite my stellar home repair history (I know how to stand aside while she calls a contractor). She bought a new flap valve, but still she could hear a leak. Obsessed, she took to spending hours staring at the toilet, listening ...

Or maybe minutes. She showed me that the tank water level was dropping until it triggered the float valve, and the tank refilled. There was no sign of water entering the bowl -- so where was it going?

Google was no help, but eventually we figured out that when I last replaced the float/valve mechanism I'd failed to trim the refill tube. It was so far down the overflow pipe it was below the fill line, and water was being siphoned into the overflow pipe. I assume this must run into the bowl, but we couldn't detect the flow (ok, that puzzles me - but I can't believe there's another flow option.)

That solved our home problem, but not the Google problem. It's not the first time I've noticed that searches for home issues don't work well. For some reasons, Google seems to have lost the SEO battle for the home maintenance market.

The answer to that problem is a free (ad-supported) Google custom search engine.

First, now that I knew the problem, I searched for a site that would have solved it:

Toiletology ... : "Another occasion when siphoning is a problem in a toilet tank occurs when the refill tube drops too far down into the overflow pipe. Then the water is siphoned from the tank into the overflow pipe and down the drain. While this scenario won't harm you, it will wreak havoc on your water bill, because you have water constantly recycling through your toilet. This problem often arises when a new refill valve is installed. They usually come with extra long refill tubes that are meant to be cut to size, but instead a do-it-yourselfer just drops the long tube down inside the pipe. The refill tube should be cut to just reach the top of the overflow and then be clipped to the top edge of the pipe. "

Then I started my home repair and maintenance custom search engine (see all of mine) with toiletology. Next I added the site for a magazine Emily subscribes to - "The Family Handyman". I'll gradually add sites to the CSE, but I don't want to add too many. That will produce Google's behavior -- lots of duplicative references on common problems, and the real result buried on page 114. 

See also: