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Big data is coming, but when will it be really useful?

October 16, 2012 | Jeff Rowe, Editor, EHRWatch

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One of the many promises of EHRs is that, in fairly short order, they’re going to make an ever-growing amount of data available in the quest for better population health management.

But how realistic is that promise?

As this academic sees it, “there is sometimes unbridled enthusiasm that the data captured in clinical systems, perhaps combined with research data such as gene sequencing, will effortlessly provide us knowledge of what works in healthcare and how new treatments can be developed. . . . I honestly share in this enthusiasm, but I also realize that it needs to be tempered, or at least given a dose of reality. In particular, we must remember that our great data analytics and algorithms will only get us so far. If we have poor underlying data, the analyses may end up misleading us. We must be careful for problems of data incompleteness and incorrectness.”

From there he goes on to cite a number of reasons for poor data capture.  “Probably the main one,” he says, “is that those who enter data, i.e., physicians and other clinicians, are usually doing so for reasons other than data analysis.”

Adding to the list, he says, “I also know of many clinicians whose enthusiasm for entering correct and complete data is tempered by their view of the entry of it as a data black hole. That is, they enter data in but never derive out its benefits.  . . . (A) common complaint I hear from clinicians is that data capture priorities are more driven by the hospital or clinic trying to maximize their reimbursement than to aid clinicians in providing better patient care.”

And then there’s data entry logistics, which in our experience is the most common lament among providers.  As he puts it,  “Another challenge for clinicians is the time required for electronic data entry. There is no question that the 20th century means of clinical documentation, mostly consisting of scribbling illegible notes on paper, was much easier and faster than typing and/or clicking.”

So what can be done about it?  Well, he’s got some suggestions, at least in broad terms.  But we’re pondering, and hearing your thoughts, on the overall timeline.  In other words, mountains of data have been promised, and in many respects that promise is already coming true.  But, to his point, there’s a difference between having lots of data and having lots of useful data.

So how long will it be before we can seriously say the data being captured and stored in new EHRs is actually leading, on a broad scale, to new opportunities for patient care?

 

Jeff Rowe blogs regularly at EHRWatch.com.

Related Topics:
  • Electronic Health Record
  • healthcare
  • Jeff Rowe

Reader Comments (3)Login to Post a Comment

JWatanabe says: Big Data is here
October 22, 2012 | 1:30PM GMT
Nice article. To your last question, I would say that it's going to take a long time, if we're only talking about data being generated by EHR's. EHR's were built primarily to facilitate billing and don't allow for the in depth reporting of clinical narrative text that many would like to see. This is just one reason that they still don't garner the adoption/user satisfaction that the industry would like to see. We have organizations with many multiple millions of untapped unstructured historical records, who are only now starting to generate electronic medical records, and others who are generating many thousands of new records on a daily basis. To that end, I'd say that big data isn't coming, its here. The problem is that most organizations aren't positioned to do anything about it. I feel like there are too many good points in your article to address in a single response, but would say that the technology and methods exist to deal with these challenges in commercially viable way, they're just not yet in the mainstream. Be looking over the next couple of months, for what the Utah Health Information Network (UHIN) is doing with their big data challenge, as an example. They're employing next generation technology's to bring together the vast amounts of unstructured historical records and the thousands of new structured data being generated on a daily basis, to better structure true predictive analytics, and provide tremendous value to their partners.
groenpj says: Big data / Open data is growing. Be patient
October 21, 2012 | 5:15PM GMT
According to an Oct. 17 research report from IT analytics firm Gartner, the business of big or open data is expected to rise to $34 billion by 2013. At the recent OSEHRA Summit, the importance of 'open data' was emphasized again and again. Open data will play a huge part in the health IT marketplace over the coming decades, especially as genomic information and clinical images become part of the electronic health record (EHR). It's moving fast, though for some that's not fast enough. I say give it a little time.
Lorraine Fernandes says: Governance with Big Data
October 18, 2012 | 4:42PM GMT
Jeff, I share some of your concerns and happily can relate that many customers I talk with today are establishing enterprise level data governance structures to address the issues of data quality, privacy, data inventory, and ultimately to prioritize investments in analytics. These councils must have executive support and leadership. While many of these issues are longstanding (I recall studying data quality during the late 70's), there is heightened need to address them in the era of Big Data. Establishing and building trust in data is critical to the investment being made in data capture and analytics. I believe we will see incrementally more complex analytic projects over the next couple years, with successes already being seen by organizations like SUNY Buffalo, Sick Kids of Toronto, and Premier.

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