Pages

Showing posts with label RAND. Show all posts
Showing posts with label RAND. Show all posts

Sunday, December 26, 2010

Study highlights 'lurking question' of measuring EHR effectiveness: The science in Medical Informatics is dead

The science in Medical Informatics is dead.

I'm not going to even use academic fabric softener in my assertion, e.g., "may be", "appears to be", or "is it?" (as a question) dead.

It's dead.

When HIT experts recommend changing the study goalposts when existing studies don't give results they'd like to see, rather than first and foremost critically and rigorously examining why we're seeing unexpected results, science is dead.


Study highlights 'lurking question' of measuring EHR effectiveness

December 22, 2010 | Molly Merrill, Associate Editor

WASHINGTON – Hospitals' use of electronic health records has had just a limited effect on improving the quality of medical care nationwide, according to a study by the nonprofit RAND Corporation.

The study, published online by the American Journal of Managed Care, is part of a growing body of evidence suggesting that new methods should be developed to measure the impact of health information technology on the quality of hospital care.


[In other words, we're not getting the results we thought and hoped we'd get with "Clinical IT 1.0", so let's alter the study methodologies and endpoints --- rather than using the results we have to identify the causes and improve the technology to see if we can do better with "Clinical IT 2.0."

Further, it's not as if there's no other data on why health IT might not
work as hoped - ed.]

Most of the current knowledge about the relationship between health IT and quality comes from a few hospitals that may not be representative, such as large teaching hospitals or medical centers that were among the first to adopt electronic health records.


[This implies "other" "representative" hospitals are either not doing it right, or the technology is ill suited for them and may never work. Which is it? We really need to know before we proceed with hundreds of billions more in this "Grand Experiment"
- ed.]

The RAND study is one of the first to look at a broad set of hospitals to examine the impact that adopting electronic health records has had on the quality of care.

The research included 2,021 hospitals – about half the non-federal acute care hospitals nationally. Researchers determined whether each hospital had EHRs and then examined performance across 17 measures of quality for three common illnesses – heart failure, heart attack and pneumonia. The period studied spanned from 2003 to 2007.

The number of hospitals using either a basic or advanced electronic health records rose sharply during the period, from 24 percent in 2003 to nearly 38 percent in 2006.

[How many billions of dollars diverted from patient care needs does that represent? - ed.]

Researchers found that the quality of care provided for the three illnesses generally improved among all types of hospitals studied from 2004 to 2007. The largest increase in quality was seen among patients treated for heart failure at hospitals that maintained basic electronic health records throughout the study period.

However, quality scores improved no faster at hospitals that had newly adopted a basic electronic health record than in hospitals that did not adopt the technology.

[In other words, the improvements or lack thereof had little to do with electronic vs. paper record keeping
- ed.]

In addition, at hospitals with newly adopted advanced electronic health records, quality scores for heart attack and heart failure improved significantly less than at hospitals that did not have electronic health records.

[In other words, the clinical IT was probably impairing doctors compared to simpler paper methods and good HIM personnel
- ed.]

EHRs had no impact on the quality of care for patients treated for pneumonia.

Researchers say the mixed results may be attributable to the complex nature of healthcare.

[That is likely true, but maybe the mixed results are also -- and even more likely in major part -- due to poorly designed and/or poorly implemented IT
- ed.]

Focusing attention on adopting EHRs may divert staff from focusing on other quality improvement efforts.

[That speaks to poor EHR overkill, poor usability, unfitness for purpose, and other issues that may or may not be remediable in short or even long term
- ed.]

In addition, performance on existing hospital quality measures may be reaching a ceiling where further improvements in quality are unlikely.

[That speaks to a low ROI or even negative for the hundreds of billions of dollars being diverted to the IT sector
- ed.]

"The lurking question has been whether we are examining the right measures to truly test the effectiveness of health information technology," said Spencer S. Jones, the study's lead author and an information scientist at RAND. "Our existing tools are probably not the ones we need going forward to adequately track the nation's investment in health information technology."


["Probably" not the ones we need? How can the authors know this? This is not science, it is speculation.
Further, I'd say the scientific imperative before we design "the right measures" to "truly" test the effectiveness of HIT is to understand why the measures we're using now are not showing the desired results, because perhaps they are perfectly adequate and are revealing crucial flaws, overestimations and false assumptions that need to be dealt with, now, not after another round of billions is spent - ed.]

New performance measures that focus on areas where EHRs are expected to improve care should be developed and tested
, according to researchers.

[In pharma clinical trials, this is akin to what is known as "changing the study methodologies and endpoints"
- a form of manipulating clinical research, usually with the true ultimate endpoint of money - ed.]

For example, EHRs are expected to lower the risk of adverse drug interactions, but existing quality measures do not examine the issue.


[I believe the studies that have been done of CPOE have not been consistently supportive, and in fact show CPOE might create new med errors
- ed.]

"With the federal government making such a large investment in this technology, we need to develop a new set of quality measures that can be used to establish the impact of electronic health records on quality," Jones said.


[This is truly
putting the cart before the horse as I wrote here. The studies showing the benefit should have long preceded the "large investments" that were decided upon - ed.]

Support for the study was provided by RAND COMPARE (Comprehensive Assessment of Reform Efforts). RAND developed COMPARE to provide objective facts and analysis to inform the dialogue about health policy options. COMPARE is funded by a consortium of individuals, corporations, corporate foundations, private foundations and health system stakeholders.

Other authors of the study are John L. Adams, Eric C. Schneider, Jeanne S. Ringel and Elizabeth A. McGlynn.

The overarching assumption is that the metrics are wrong, not the quality and fitness for purpose of the technology, the 'wrongness' of which is painfully obvious from the aforementioned other literature, e.g., link, link, link, and the many posts at this blog referring to other literature. Are the authors unaware, one might ask? I know they are not. (Or - blinded? That is, could there be external pressures affecting the thought processes? The arguments might not unreasonably be construed to be skewed from that perspective.)

Recognizing the atrocious
user experience and mission hostile nature of the technology (link), how disruptive it is (link, link), how poorly implemented it is often by domain amateurs to support financial battles of the payers, not cognitive processes of clinicians, I am amazed there's any signs of improvement at all, not outright deterioration. (That there is not outright deterioration of care displays if anything the results of the hard mental labor and ingenuity of clinicians to work around the technology's deficits.)

I note that the last time RAND looked at such matters there were problems with pro-health IT bias, among other issues (see my Feb. 2009 post "Heartland Institute Research & Commentary: Health Information Technology").

Carl Sagan wrote that science is a candle in the dark in a demon haunted world.

It seems the demons are winning.

-- SS

Post Title Study highlights 'lurking question' of measuring EHR effectiveness: The science in Medical Informatics is dead

Sunday, February 22, 2009

Heartland Institute Research & Commentary: Health Information Technology

The Heartland Institute, a free market think tank and proponent, has published a Research & Commentary on Health Information Technology. The report is here. From their website:

The Heartland Institute is a national nonprofit research and education organization, tax exempt under Section 501(c)3 of the Internal Revenue Code, and founded in Chicago in 1984. It is not affiliated with any political party, business, or foundation. Heartland's mission is to discover, develop, and promote free-market solutions to social and economic problems.

I have no affiliations with this group, but shared a list of reference materials I maintain at my educational website on HIT difficulties.

In their report, they point out that fanning the flames of what I call the "irrational exuberance" around HIT was a 2005 RAND Corp. analysis:

As part of the federal government’s economic stimulus package, Congress has authorized spending about $20 billion on health information technology (health IT) and another $1 billion on comparative effectiveness research. These provisions achieved wide bipartisan support in Congress and in the health care industry, based on the hope that the investment will help improve efficiency, cut costs, and result in better care. The reality is likely to be far different.

Proponents of this spending rely heavily on a short RAND Corporation analysis from 2005 that predicted $77 billion in annual savings and improved outcomes. RAND estimated “implementation would cost around $8 billion per year, assuming adoption by 90 percent of hospitals and doctors offices over 15 years.” It said, “The benefits can include dramatic efficiency savings, greatly increased safety, and health benefits.”

Unfortunately, RAND assumed an error-free system that is quickly and enthusiastically adopted by virtually the entire health care system. That might happen, but it is an absolute best-case scenario. Even then, instead of “dramatic savings,” the $77 billion hoped-for savings amounted to a mere 4.5 percent of total costs, placed at $1.7 trillion by RAND.

The assumption of an "error free system" (including smooth and efficient HIT implementations) is a very, very bad assumption indeed. I would have to question the competence and perhaps sanity of anyone who makes such an assumption, about any type of mass societal IT project, let alone a national project in a field as complex as healthcare.

The Heartland Report goes on to observe:

Far more likely is that every penny of the $20 billion will be wasted on systems that don’t work and can never be implemented. That was the outcome of federal attempts to upgrade technology at the IRS, the FBI, and the air traffic control system. And these are all relatively simple enterprises involving single federal agencies. Health IT is vastly more complex and must include hundreds of thousands of private organizations that have invested in legacy systems that work reasonably well and are as varied as there are providers.

These are good points about the IRS, FBI etc. They also base this likelihood on the experience of another country with a far smaller, less complex socialized healthcare system:

This also has been the experience of the United Kingdom, which has been trying to adopt a similar information technology upgrade for its National Health Service (NHS) since 2002. This plan was far less ambitious than the U.S. version, involving merely 30,000 physicians and 300 hospitals, all of whom are already employed by the NHS. Originally estimated to cost 2.3 billion pounds, it is already at 12.7 billion pounds—$18.4 billion, or about as much as provided in the stimulus package for the entire United States. A recent report to Parliament admitted the program is four to five years late and may never be implemented as envisioned. The project has lost two of the four vendors who were working on it, and some of the elements that have been installed are not meeting expectations.

They did not mention that several of the vendor and consultant firms responsible for the problems are American.

They also relate:

This is not to say health IT is a bad idea or that hopes for it are unwarranted. Quite the opposite. The health care system sorely needs better management tools and better application of technology. There is currently a vast amount of entrepreneurial energy, innovation, and money being invested in developing, refining, and marketing the tools the system needs to come into the twenty-first century. The danger is that massive federal intrusion will bring all that innovation to a screeching halt.

I fear that the assessment about the fate of the $20 billion and about innovation is not very far off the mark.

-- SS

Post Title Heartland Institute Research & Commentary: Health Information Technology