Showing posts with label google. Show all posts
Showing posts with label google. Show all posts

Saturday, January 9, 2010

Does the CEO of Google Use Google? - And: Platform, Platform, Who's Got The Platform?

Over at the WSJ health blog, reporter Jacob Goldstein's Jan. 8, 2010 post "Google CEO & Harvard Surgeon Talk Health IT" quotes Google's CEO:

"Google’s CEO Eric Schmidt doesn’t know why docs haven’t embraced databases to help them sort through medical information."

[Schmidt said] ... So when you show up at the doctor with some set of symptoms, in my ideal world what would happen is that the doctor would type in the symptoms he or she also observes, and it would be matched against the data in this repository

[such as
DXplain? -- which we learn from a - er, um, Google search - was developed starting in the mid 1980's by medical informatics researchers who actually know this domain, and which offers this explanation and warning: "DXplain uses an interactive format to collect clinical information and makes use of a modified form of Bayesian logic to derive clinical interpretations ... DXplain does not offer definitive medical consultation and should not be used as a substitute for physician diagnostic decision making"? - ed.]

... Then this knowledge engine would use best practices, and all the knowledge in the world to give physicians some sort of standardized guidance. This is a generalized form of the checklists that you’re talking about …

As computer scientists, this is a platform database problem, and we do these very, very well, as a general rule. And it befuddles me why medicine hasn’t organized itself around these platform opportunities. [No - the successful practice of medicine is not a 'platform database' or any other reductionistic information retrieval problem - ed.]

I note that IT personnel like to refer to "platforms", "solutions" - a rather presumptuous term, "paradigms", and other buzzwords to mask the fact that what they're referring to are more commonly known as "hardware" and "software" and arrangements thereof.

Does this "platform opportunity" view reflect naïveté about the complexities of medicine and medical decision making, or does it reflect something else? Could this "befuddlement" be construed as calling physicians obtuse? Is this yet another example of what I referred to in my post "Healthcare IT Failure and The Arrogance of the IT Industry" and other writings as a cross-occupational invasion of medicine by IT?

IT personnel seem to have a propensity to offer healthcare-related opinions far outside their own areas of expertise -- or if in healthcare organizations, edicts - based upon the narrow view of their own relatively linear and deterministic fields. The risk is, especially when coming from high perches, that such opinions and edicts can result in deleterious actions (e.g., government initiatives).

In an absurdist reductio ad absurdum, deliberately made absurdist due to many years of exposure to equally absurd (to those with actual domain experience) "who needs medical school/residency/patient care experience to profess on medical matters?" attitudes:

Why don't physicians offer the advice that Google could improve its search algorithms, or Intel and AMD their microprocessors, by utilizing intelligent psittacine platforms as in this British Broadcasting Company (BBC) video narrated by a true technology expert, Captain James T. Kirk?


Kirk did have a (computerized) physician son: Nomad!

----------------

Quite seriously, physician reluctance to "embracing databases" and health IT in general is not about database platforms. I only wish it were so simple.

The WSJ seems to understand this. In a Jan. 12, 2009 article by reporter Bret Stephens entitled "Can Intelligence be Intelligent?", the observation is made that technology is a mere facilitator, and intelligent, well trained, experienced, critical-thinking people are the enablers of any complex field that requires human judgment. They must be unfettered by machine and bureaucrat:

... Terrifying as the thought may be to many of its current practitioners, the true art of intelligence requires, well, intelligence. That is a function neither of technology nor of "systems" [a.k.a. "platforms" - ed.], which begin as efforts to supplement and enhance the work of intelligence and typically wind up as substitutes for it. It is, instead, a matter of experience, intellect, initiative and judgment, nurtured within institutions that welcome gadflies in their midst.


I've left the following comment at the WSJ health blog:

Mr Schmidt,

If you’d like to learn more about why many physicians are reluctant to embrace clinical IT, you might also do a Google search on “healthcare IT failure and similar terms.


Need I say anything more about the irony of that advice?

I'd also noted a fixation on "platforms" as solutions to biomedical problems (best when they come in shrinkwrapped, off the shelf, "on the IT roadmap" packages!) in my June 2008 post "An Open Letter to Merck CEO Richard Clark on Merck's Mission to Rediscover the Wheel."

A nonmedical research IT leader Ingrid Akerblom, who'd found a move from basic research to clinical IT "quite an eye opening experience" (i.e., a domain in which she had little or no experience but was paradoxically appointed to lead) talked all about "platforms" in Bio-IT World:

... We've invested a lot in some core platforms; we need to start translating that into results in the clinic at some point. And so having people who have an understanding of what does that really take to help inform the earlier research directions, the platform directions [i.e., research direction = platform direction - ed.], is a key theme...We already have siloed platforms to show that data, we need to integrate it more than it is... combining the results data from clinical samples with the associated patient data, what's that platform?

Platform, platform, platform. Who's got the platform?

My comments to that CEO in my Open Letter were that this was the wrong mindset and question, based upon an IT person's focus on information technology. This is as opposed to a focus on information science and on facilitating people in interacting with data and information in order to gain actionable knowledge, i.e., an information science and human-computer interaction-based approach that those in medical informatics thought about long ago.

In line with the conclusions of Greenhalgh et al. [1] who called for "eschewing sanitized accounts of successful projects" and instead recommending studies of clinical IT in organizations that “tell it like it is” using the de-identified critical fiction technique, I'd written on how conflation of information technology and information science impaired R&D in pharma at my essay "Sure path to R&D failure: Conflation of IT with information science in the pharmaceutical industry."

That piece and the aforementioned Open Letter were written before Merck sold itself to Schering-Plough in a "reverse merger" due to the unsustainability of doing business from an empty wagon of new products, a sign of just how well this IT-centric "platformania" has been working out for R&D.

In the information science-centered view and approach, the "platform," a.k.a. computer technology, is merely a canvas and facilitator, the artist (clinician or scientist) and the brush wielded by them being the primary enabler of and contributor to the masterpiece.

Unfortunately, I don't think anyone is "home" in pharma or in the HIT sector anymore to parse these ideas; in fact I've only recently learned that the people I did work with who could parse these ideas into creative reality were laid off by the very IT people making such statements and asking such questions.

IT personnel perhaps need to move away from their reductionist platformania. (Perhaps they are confusing "platforms" with "pixie dust.") Rather, they need to start thinking in terms of facilitating clinicians and scientists through domain specific and individualized-to-need information science and HCI innovation that arises of true cross-disciplinary expertise.

They need to leave creation of cybernetic miracles to people such as Irwin Allen and George Lucas. And platforms to carpenters.

-- SS

[1] Tensions and Paradoxes in Electronic Patient Record Research: A Systematic Literature Review Using the Meta-narrative Method. Greenhalgh, Potts, Wong, Bark, Swinglehurst, University College London. Milbank Quarterly, Dec. 2009. Available at: http://eprints.ucl.ac.uk/18821/

Friday, May 1, 2009

Was Google lobbying Washington for HIPAA exclusion of their PHR effort?

At "Should Google Seek the Resignations of Those Responsible for This Healthcare IT Debacle?" I expressed great concern about what I term the cross occupational intrusion of the IT industry into healthcare.

My major concern in that post was how the information technologists at Google, even with nearly unlimited access to capital (and therefore to the world's informatics expertise) badly mismanaged a Personal Health Records (PHR) project through commission of a most fundamental biomedical information science blunder (quite distinct from IT; most IT technologists and MIS personnel really stink at biomedical information science). They tried to map relatively ungranular, imprecise, and often misused billing codes back to enduser-viewable diagnoses, resulting in easily predictable patient panic and mayhem.

As usual in HIT: it's possibly even worse.


I am quite concerned about a letter from the consumer education and advocacy organization Consumer Watchdog.org and their allegations that Google has been lobbying Congress to be excluded from HIPAA provisions on privacy and forbidding sales of medical records. The letter, dated April 22, is here (http://www.consumerwatchdog.org/resources/LtrSchmidt042209.pdf).

Considering that Google is heavily into the PHR space, and even worse, considering they made an Informatics 101 error in attempting to map billing codes into user-viewable diagnostic data, I would (and I'm sure others would as well) view such attempts if they indeed occurred as ominous, a true heavy handed intrusion of the IT industry not only into the affairs of medicine but into what really is another human rights issue. (I'd pointed out another potential HIT-related human rights issue at the post "
UPMC as Proving Ground for IT Tests On Children".)

I would be interested in additional information on the Google lobbying issue, especially from those at Harvard and other academic centers who have been involved in the Google PHR initiative.

I have shared these concerns with the American Medical Informatics Association (AMIA) clinical information systems workgroup (cis-wg) and the people & organizational issues workgroup (poi-wg) as well.

I hope the Consumer Watchdog allegations are not accurate, because if they are valid, the implications of national EHR grow increasingly unsettling.

Monday, April 13, 2009

Should Google Seek the Resignations of Those Responsible for This Healthcare IT Debacle?

Simply amazing. One of the richest and most "leading edge" IT companies in the world with almost unlimited resources and access to expertise commits one of the most fundamental biomedical information science (a.k.a. informatics) blunders, as in the taxonomy in my post here, at the level of "likely to cause patient harm in short term if uncorrected."

I have repeatedly written over at least the past ten years that applying the leadership and methodologies of business IT to clinical computing is both ill conceived and dangerous, as business computing and clinical computing are two very different computing subspecialties, the latter requiring quite specialized leadership and approaches.

I've written it at academic sites, in magazines, in newspapers, and other venues.

Yet, as we have observed at HC Renewal regarding other flavors of healthcare mismanagement and malfeasance, these words seem to suffer an anechoic fate.

Here we go again with another example of what appears to be gross mismanagement of clinical IT by business IT personnel and organizations. The following type of debacle is sooner or later going to kill patients and
must end, immediately:

Boston Globe
Electronic health records raise doubt
Google service's inaccuracies may hold wide lesson
["may?" - ed.]
By Lisa Wangsness, Globe Staff
April 13, 2009

WASHINGTON - When Dave deBronkart, a tech-savvy kidney cancer survivor, tried to transfer his medical records from Beth Israel Deaconess Medical Center to Google Health, a new free service that lets patients keep all their health records in one place and easily share them with new doctors,
he was stunned at what he found.

Google said his cancer had spread to either his brain or spine - a frightening diagnosis deBronkart had never gotten from his doctors - and listed an array of other conditions that he never had, as far as he knew, like chronic lung disease and aortic aneurysm. A warning announced his blood pressure medication required "immediate attention."

"I wondered, 'What are they talking about?' " said deBronkart, who is 59 and lives in Nashua.

DeBronkart eventually discovered the problem: Some of the information in his Google Health record was drawn from billing records, which sometimes reflect imprecise information plugged into codes required by insurers. Google Health and others in the fast-growing personal health record business say they are offering a revolutionary tool to help patients navigate a fragmented healthcare system, but some doctors fear that inaccurate information from billing data could lead to improper treatment.


(Addendum April 19: a first hand account of this problem is at e-patients.net here.)

What manner of amateurs made and approved the decision to
map semantically and often medically imprecise, and often deliberately overstated or misused billing codes to diagnoses, and then display the diagnostic terms to a user - ANY user, patient or "learned intermediary" - in an electronic health record?

Not to mention how poorly conceived and implemented many of the HIT billing systems themselves are, making billing data even less trustworthy...


Injecting humor into a most somber post,
Homer succinctly summarizes the situation.


It is common knowledge to any competent person in healthcare informatics that doing what was done by Google Health is prone to create exactly the kind of situation that occurred.

Insurance data, by contrast, is already computerized and far easier and cheaper to download. But it is also prone to inaccuracies, partly because of the clunky diagnostic coding language used for medical billing, or because doctors sometimes label a test with the disease they hope to rule out, medical technology specialists say.

One does not have to be much of a "specialist" to make this realization. Almost anyone who's ever practiced medicine could probably have told Google's designers, developers and programmers this. This raises a number of questions, which also do not require a specialist to raise:

  • What were the designers, implementers and management of this project thinking?
  • Who was leading the project?
  • What were there backgrounds?
  • Who made the decision to implement in this manner?

Danny Sands raises the obvious:

"The problem is this kind of information should never be used clinically, especially if you don't have starting or ending dates" attached to each problem, said deBronkart's primary care doctor, Daniel Z. Sands, who is also the director of medical informatics at Cisco Systems.

Indeed.

Personal health records, such as those offered by Google Health, are a promising tool for patients' empowerment - but inaccuracies could be "a huge problem," ["could be?" - ed.] said Dr. Paul Tang, the chief medical information officer for the Palo Alto Medical Foundation, who chairs a health technology panel for the National Quality Forum.

For example, he said, an inaccurate diagnosis of gastrointestinal bleeding on a heart attack patient's personal health record could stop an emergency room doctor from administering a life-saving drug.


And when such an event occurs and a patient is harmed or killed, who then is held accountable - and who is held harmless? (Oh wait ... we know the answer to that question thanks to Koppel and Kreda...)

This "billing data" issue and other EHR issues like it are not rocket science, they are Medical Informatics 101.

I've seen such issues before, such as at "AOL kerfuffle: information technology vs. information science, a distinction lost at industry's peril" and at "On Intel's and Walmart's prescription for Healthcare IT."

I summed the problem up like this at the post "A Biomedical Informatics Manifesto":

Biomedical Informatics as a specialty might as well be invisible. Amateurs** rule HIT.

(** Amateur in the sense that I am a radio amateur, not a telecommunications professional and would not deem myself appropriate to design and run a critical telecommunications project).

Perhaps, though, I should have added "amateurs rule HIT, and even worse are too often managed by incompetents."

I believe Google should conduct a top to bottom investigation of the management chain and the decision making process that led to such a fiasco, which can only further erode public confidence in electronic health records at a time of national distrust in Big Business and Big Medicine.

Those who made such design and implementation decisions without appropriate input from those who know better, or worse, those who might have overridden or ignored such counsel, should be dealt with appropriately. (If it were me, I'd ask for their resignation, but that's my opinion.)


Clinical medicine, Electronic Health Records and patients' well being are not an information technologists' learning lab.

Also of concern to me, this is the type of data our government seems to be touting for use in Comparative Effectiveness Research. (It is also of concern to me in this regard that our new Secretary of HHS was the former Kansas commissioner for insurance from 1994 to 2002, and such billing data is likely where the majority of her experience with medical datasets resides.)

Finally, like the financial schemes of the past decade, I can only wonder when the computational House of Cards that is being built in healthcare as a result of the quasi-religious
Syndrome of Inappropriate Overconfidence in Computing, and worship of its priests, the IT Whiz Kids and consultants to whom domain expertise is optional, will come crashing down.

-- SS

Addendum:

A physician correspondent who wishes to remain anonymous writes (emphases mine):

[The Boston Globe article] could not have come at a better time.

Just today, a spouse had his "home grown" PHR for his wife who was hospitalized with multiple medical problems, including advanced metastic breast cancer and complex vascular disease. He has an elaborate PHR with history, treatments, allergies, medication lists, etc.

It was so impressive that when this 80ish year old patient was admitted, he gave the medication list from the computer to the physicians and nurses. It appeared so reliable that not one health care professional bothered to question it or reconcile it with the labels on the bottles (everyone is so busy nowadays clicking and scrolling the computer silos for information).

As it turns out,
he left out a decimal point on a dose of a potent medication that should have been 2.5 mg. The computer printed a legible list (with other errors too) stating the dose of this med was 25 mg per day (10 times too much). It was ordered that way by the doctors. It got to the pharmacy, but somewhere in this complex chain, a non physician non nurse individual got the dose to the patient correctly as 2.5 mg [fortunately, the error was caught, this time. What about next time? - ed.]

Being a detective with an eye for detail and a stickler for accuracy, I happened to notice the error when the spouse was showing off his PHR to me.

Again, this is one case with potentially dangerous consequences of a pervasive error generated in the PHR by flawed data entry. It was not a Google or Health Vault device, but I cannot believe that these companies have garbage filters on their devices to prevent the "garbage in, garbage out" syndrome.
Good medical care is being subverted by these experimental devices.

Upon scratching the surface of PHR, EMR, and CPOE devices' functional impact on the administration of medical care, the dangers are widespread. This toxicity is covered up from scrutiny by the "non-disclosures" and "hold harmless" contractual obligations described in the Koppel and Kreda report
.

One wonders how many incidents like this happen every day and are being concealed by the HIT industry and the pundits profiting handsomely from selling defective HIT devices. I am quite concerned that nobody really knows. This is not science.

On a final sobering note, as the "hold harmless" and "defects gag" clauses are purged from HIT contracting, which they will most certainly be, I would suggest the many amateurs in HIT obtain some very solid liability insurance covering patient harm related to their systems and their advice.

For they may just find themselves as defendants answering questions on the witness stand in front of a hungry plaintiff's attorney, a jury of average citizens, bereaved relatives of patients who were harmed via IT misadventure, and questions composed by people of my background. These questions will place the true nature of their expertise and qualifications to be tooling around with medical care under severe scrutiny.

That will likely not be very pretty.

-- SS

April 22 addendum:

In comment #15 to this post
Matthew Holt issued this filled with absolutes ad hominem comment ...

Seriously, MedInformaticsMD, you are so pissed off with everyone in IT [everyone? - ed.] that you're now part of the problem [problem of vendors creating bad IT? - ed.] Do you seriously think that the people at BIDMC, Google and everyone else in health IT (even Cerner) just dont give a shit? [I cannot read minds. I can only see results - ed.] Or do you think that they might be trying to figure out how to solve these problems [of course they're trying to solve problems, but good intentions without requisite ability and expertise are inadequate in healthcare - ed.], and perhaps could you some constructive help. Rather than a barrage of attacks on anything they try to do. [Anything? You mean, such as in this post praising Google in areas where they do leverage their expertise properly? -ed.]

Perhaps my direct Chairman of Medicine-after-patient-mishap tone in offering the most constructive of criticism - i.e., don't embark on medical projects in which you are over your head, find people who do know the domain and let them lead, don't release anything in medicine without appropriate, rigorous premarket trials - upset him. In addition to the inserts above, in the comments section I replied:

I'm sorry you feel that way.

I'm not sure what "problem" you're referring to, but if it's harming patients due to badly implemented HIT, I'm certainly not part of that problem.

As just one example, my website on HIT difficulties serves as a resource read internationally on how to best avoid HIT errors, has been online for a decade, and is quoted in one of the newest and best books on HIT, specifically "Medical Informatics 20/20."

Did anyone at BIDMC, Google or Cerner ever read it? Did you ever read it? If not, why not? It is in fact the first link that comes up on a google search on "healthcare IT failure", for example. Do they take it seriously? If not, why not?

I believe they were negligent on this project. This suggests they need to give a bit more of a s--- about their work, expecially since real, live patients are involved and the mistake made was so fundamental.

Finally, see my post "A Software Engineer's Eloquence on Health IT" for what I consider an attitude of someone who really does give a s--- about such matters.

Finally, I see no links to my decade-old academic website on HIT difficulties over at Matthew's blog. One wonders why. It may have to do with a tension between the statement that "
the Health Care Blog (THCB) has acquired a reputation as one of the most respected independent voices in the healthcare industry" and the post "A Shout out to our sponsors."

Healthcare Renewal has no sponsors and does not take advertising. We report, you decide.

-- SS

Sunday, January 18, 2009

Who Can Solve Healthcare IT's Challenges? Part 1 - Google

In previous posts on the National Research Council report on HIT, the Joint Commission Sentinel Events Alert on HIT, and many others on HC Renewal I've alluded to my belief that a root cause of the state of healthcare information technology (high cost, low diffusion, poor usability, poor interoperability, low reliability, questionable benefits, lack of features most helpful to clinicians, etc.) is - to be frank - industry dysfunction.

Poorly led, mismanaged, conflicted, opportunistic, sometimes even unethical vendors, overly pushy marketing, less than stellar consultants, well-paid but of course "objective" clinical Key Opinion Leaders (KOL's) and spokespeople, and ossified strategy and tactics are examples of this dysfunction.

One merely needs to read statements such as came from the former head of the UK's CfH national program for Health IT to see how these issues can play out (I've seen them up close and personal, but I'm just a 'little guy' in HIT, so I shall defer to Mr. Granger on this).

This dysfunction takes the form of corporatization of HIT, creation of myths about its magic bullet capabilities in "revolutionizing healthcare" (I call this "bellicose grandiosity") and leadership by business IT professionals. The influence of the latter seems far out of proportion to their expertise in biomedical affairs.

I've written about the perils of the overarching assumption that supports this leadership model: that clinical IT is a subspecies of MIS (management information system), and that the methodologies and approaches for development, deployment and lifecycle of the latter are appropriate for the former.

In essence, true innovation is hampered by the current HIT ecosystem structure. See my HIT ecosystem essay here and another essay on the HIT industry by Dr. Jonathan Bertman here , the latter perhaps being taken with a grain of salt due to self-disclosed industry connections of its author. (Full disclosure: I have no financial stakes, stocks, or other tangible interests of any kind with any HIT vendor, consulting company, or any other concern related to HIT, and I take no consulting fees from them for any purpose whatsoever.)

How can the goals of innovation, alignment to user needs, quality, costs, accessibility, interoperability, context sensitive linkages to external science, etc., be met?

Or, perhaps the question really is, who - what organization(s) - can best provide those characteristics and features?

In "A Biomedical Informatics Manifesto" I addressed the domain expertise I feel is most needed.

I did not, however, address the "who" as in "what organization(s)." What organizations, that is, have the resources (e.g., financial and infrastructure) to make useful, usable, national, interoperational HIT happen? What organizations have the innovative track record to effectively engage the best specialists to make it happen?

One example comes to mind immediately. It was suggested by an expert in IT and bioinformatics I correspond with, Felix Fulmer.

Google.

These folks are innovative. Their services are reliable, fast (when is the last time Google was down or took a long time to provide query results?), widely available, cost effective (many services available for free!), and a true technological tour de force.

Billions of web pages are constantly crawled and indexed and content made available in a "world library computer" manner that just a few years ago would have been considered true science fiction. And the complexity of this process is hidden in a simple user interface, with excellent user interaction design. I'd studied and written about IR (information retrieval) issues just as the WWW was beginning, and what Google has created in those years is truly impressive.

They also offer their own ASP-model applications (here), have seemingly unlimited storage capabilities, and a true international presence. They get things done, and don't mess around or offer excuses for lack of performance.

They host millions of blogs at blogger.com for instant editing and retrieval, anywhere, anytime, including this one.

They already have Google Health, a Personal Health Records service. (Addendum April 2009: some problems developed there due to apparent deviations from best IT practices, see this post).

Perhaps this organization exemplifies the kind of "can do" attitudes and accomplishments needed to solve decades-long disappointments in HIT.

The major HIT vendors certainly don't seem to be part of the solution. In certain cases of the more prominent ones such as Cerner, cook-the-books HBOC - now McKesson, TDS-AllTel-Eclipsys etc., I repeatedly hear exasperating stories about their products that confirm an impression I had after meeting some of the top HIT CEO's some years ago when I was a CMIO - that the CEO's and top lieutenants of these companies are , let's just say, not the sharpest pencils (one reason I have no financial stakes in these companies!)

Note: I also have no financial stakes, stocks, or other tangible interests in Google of any kind, nor receive any income from them, nor have I spoken to anyone at or associated with Google about the thoughts contained in this essay.

-- SS