Analytics and Big Data are in everything now. They are used for online couponing to analyze your buying patterns, in your (sic) email and what your likes and dislikes are, in your browser with pop ups and in your social media. It has been in healthcare by the industry leaders, but was going to get more penetration as soon as the industry realized that they would have to get to know their patients through Patient Engagement initiatives as part of Meaningful Use Stage 2 where it is mandated that 5% of patients view, download and transmit their own health data, healthcare provider organizations who are concerned about that percentage of their patient population, can leverage analytics to help drive that engagement. Now that predictive modeling is the hot button topic of our healthcare IT times, I have given a lot of thought towards patient profiling and how that will progress over the years through better ways to collect, transform and present patient engagement data.
Building an enterprise data warehouse within a healthcare delivery organization brings together the many disparate systems that hold data become integrated into a single source of truth for operations, clinicians and the consumers of the data or analytics. The ability and focus now by many in the healthcare ecosystem that the way to progress is through the process of integration of disparate data, much also from legacy systems where the data was never was never clean and easy, but organizations now think that having this data will give them an edge in a newer, more cost conscious care delivery ecosystem
How much of a risk are you really and how effectively can a care dlivery organiation manage their costs and quality of care when dealing with a patient that may have the likelihood of hospitalization and possibly be re-admitted in the near future and a risk to the organization, especially for an ACO?
Physicians have the opportunity to prevent these patient readmissions utilizing profiling techniques that currently, may be exactly what large CPG or retail organizations already do well. Making sure that the ED (Emergency Department) as one of the most expensive locations for care that an organization has the ability to be increasingly efficient without losing the high quality of care that it requires to be for the community. Being able to keep patients away from using the ED’s facilities and be able to have regular ambulatory visits by identifying their conditions or health characterists early on and leverage newer technologies such as tele-health (Ohio HB 123 was recently passed here in Ohio covering just that topic and effective 5.20.2014) can lower the costs for an ED and make the delivery of care more efficient and target care for specific, previously identified patients more pro-actively.
Profiling can allow a physician to help lower the cost of medications that a patient is prescribed by reviewing and substituting equivalent, lower costs medications for the patient based on the information at hand. Medications account for one of the highest areas of healthcare costs today.
I sum up today’s blog post by reminding everyone that whether you work for or are a healthcare provider, a vendor, a professional services firm or a consumer of healthcare services, you have your work cut out for you. My encouragement goes out to everyone as I know and have seen how busy your day to day lives are and I have also seen how EMR teams, reporting and analytics teams and functional managers are tasked with many times doing the seemingly improbable tasks of getting all of the work effort completed in the short time frames that they have and somehow, it all comes together. For those of you in a state (clue, NC) the South East coast, United States who I know have gone Big Bang at all locations with everything live this past Friday morning with your EMR, my hats off to you, for you are one of those teams that have worked countless hours to make the seemingly impossible, seem doable. Collaboration and good team dynamics is the key. Don’t forget that!
Oh, and if you are viewing this from an XP machine after April 8th, well, you better unplug your computer from the internet because Microsoft has stopped supporting XP. Talk to your IS&T team if you are in an organization and think about options for a different platform.