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Food and Beverages
2021-07-26 - 2021-07-27    
12:00 am
The conference highlights the theme “Global leading improvement in Food Technology & Beverages Production” aimed to provide an opportunity for the professionals to discuss the [...]
European Endocrinology and Diabetes Congress
2021-08-05 - 2021-08-06    
All Day
This conference is an extraordinary and leading event ardent to the science with practice of endocrinology research, which makes a perfect platform for global networking [...]
Big Data Analysis and Data Mining
2021-08-09 - 2021-08-10    
All Day
Data Mining, the extraction of hidden predictive information from large databases, is a powerful new technology with great potential to help companies focus on the [...]
Agriculture & Horticulture
2021-08-16 - 2021-08-17    
All Day
Agriculture Conference invites a common platform for Deans, Directors, Professors, Students, Research scholars and other participants including CEO, Consultant, Head of Management, Economist, Project Manager [...]
Wireless and Satellite Communication
2021-08-19 - 2021-08-20    
All Day
Conference Series llc Ltd. proudly invites contributors across the globe to its World Convention on 2nd International Conference on Wireless and Satellite Communication (Wireless Conference [...]
Frontiers in Alternative & Traditional Medicine
2021-08-23 - 2021-08-24    
All Day
World Health Organization announced that, “The influx of large numbers of people to mass gathering events may give rise to specific public health risks because [...]
Agroecology and Organic farming
2021-08-26 - 2021-08-27    
All Day
Current research on emerging technologies and strategies, integrated agriculture and sustainable agriculture, crop improvements, the most recent updates in plant and soil science, agriculture and [...]
Agriculture Sciences and Farming Technology
2021-08-26 - 2021-08-27    
All Day
Current research on emerging technologies and strategies, integrated agriculture and sustainable agriculture, crop improvements, the most recent updates in plant and soil science, agriculture and [...]
CIVIL ENGINEERING, ARCHITECTURE AND STRUCTURAL MATERIALS
2021-08-27 - 2021-08-28    
All Day
Engineering is applied to the profession in which information on the numerical/mathematical and natural sciences, picked up by study, understanding, and practice, are applied to [...]
Diabetes, Obesity and Its Complications
2021-09-02 - 2021-09-03    
All Day
Diabetes Congress 2021 aims to provide a platform to share knowledge, expertise along with unparalleled networking opportunities between a large number of medical and industrial [...]
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26 Jul 21
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Latest News

Apr 23: EHR Adoption Yields Big Data Returns

ehr design

Dugan Maddux, MD, VP CKD Initiatives Fresenius Medical Care North America
Monday, April 21st, 2014

In late March The Atlantic published an interview with David Blumenthal entitled “Why Doctors Still Use Pen and Paper.” This is a great conversation about EHRs and why providers have had a hard time adopting this digital technology. You may recall that Dr. Blumenthal, who has had a career in healthcare policy research and politics, served as the National Chairman for Health Information Technologies from 2009-2011 during the time when the Obama administration stimulus package tossed $17 billion into EHR adoption incentives.

 EHR Asymmetry of Benefits

In this interview Blumenthal notes that EHR adoption by providers has been slow in part due to “asymmetry of benefits.” EHRs have been good for some stakeholders like patients who benefit from easier access to records, better continuity of care, and a decreased likelihood of duplication of tests. Providers, on the other hand, have largely seen EHRs as the Evil Empire of cost, workflow disruption, and awkward usability. Not that the dot prompt command isn’t intuitive…

The gist of the Blumenthal interview is that EHR technology and EHR adoption are in the early stage of transition. Other industries have experienced this same gap between the commitment to computerization and increased worker productivity that comes later.

One problem for healthcare is that there is a “broken Medical Marketplace.” The providers who bear the cost of the new EHR technology are not seeing the financial benefit even in the middle term, much less in the short term. Hopefully providers will receive rewards as the healthcare payment system moves to value and pay-for-quality care at an efficient cost. EHRs should play a big role in demonstrating quality care and eventually streamlining data collection and management to create efficiencies that lower the cost of care.

 EHR Improvements Needed

The interview highlights some of the most urgent EHR problems to be solved. Front and center is the “ergonomic quality” of the hardware in the clinical setting. Hardware innovation must solve the problem of providers looking at computer screens instead of at patients. There is no question that providers typing in data is a big workflow disruption that hopefully can be mitigated by improving voice recognition technologies.

 The EHR Data Mine

While we are still struggling with the efficient use of EHRs as a point of care tool, we are recognizing their value as a powerful data collection tool. Blumenthal points out that EHR digital data contributes significantly to healthcare Big Data, which is beginning to change patient care. According to Blumenthal healthcare analytics will, “…help us take these data and turn them into diagnostic information — into recommendations a physician can give a patient or that patients can get directly, online.”

The Atlantic published a follow up to the Blumenthal interview with some very interesting comments from readers. Of particular note was clarification from a student getting a PhD in statistics who points out that the information and data needed for diagnostic tasks versus treatment tasks are statistically very different. Data that can help with diagnosis is in the “realm of pure prediction.” On the diagnostic side providers need to know what the individual patient is at risk for in order to provide preventive or preemptive care. Analysis of observational data is already yielding Population Data, so that we can provide patients with some risk-of-disease probability based on fitting them into a Population group. On the horizon are robust Predictive Models generated from big observational data sets. Predictive Models will provide high probabilities of risk for individual patients, allowing for customized care for each patient.

This probability of risk data is helpful for diagnosis, but it does not provide treatment recommendations. The best treatments for disease or prevention of disease come from “causal inference,” found in Randomized Controlled Trials and scientific study. In the future, however, “prescriptive analytics,” which use Big Data to predict outcomes based on a particular action and intervention, may provide treatment options. Prescriptive analytics may help you ask, “What will the outcome likely be if I make this choice for treatment?”

No doubt providers remain disappointed and frustrated with the lack of benefit EHR adoption currently provides at the point of care. It’s like living through the bag phone days to get to the EHR smartphone 10 years down the road.

In the meantime, don’t underestimate the value of the data your EHR is gobbling up every day. The Big Data analysts are making sense of it and you and your patients may benefit from Predictive Models and Prescriptive Treatment probabilities in the short term. Think of EHR data as money in your diagnostic bank.

Has EHR adoption added value for you and your patients today?

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