Wednesday, March 7, 2012
This ain't your grandma's locker! - PHI in the Cloud
Monday, February 6, 2012
Predictive Modeling in Healthcare
My primary interest is in the Return on Investment of using predictive modeling. I see quite a few software providers out there touting to have predictive modeling capabilities, but haven't heard of a lot of success stories, especially in a healthcare provider setting. Even lesser information is available on the ROI of implementing a predictive modeling solution.
To me, an ultimate predictive modeling solution would be something that can predict the stock market, which has infinite number of variables to consider. But if it were that simple, everyone would be doing it. On the other hand, in healthcare, people are touting Clinical Decision Support capabilities using predictive modeling. "Which patient of yours is most likely to develop cancer?", for example. In my humble opinion, that again is quite a stretch, because of the number of variables that need to be taken into account, not to mention "objective research" that is available to create the model in the first place.
For example, it would be easy to say that a smoker of Asian descent between the ages of 18-40 may develop cancer quicker than others. But what if he is a smoker with healthy eating habits and hits the gym 4 days a week? What if that person only smokes three cigs a day? What if he has no genetic predisposition to cancer? To me, this a cool exercise to conduct and eventually, as you gather more and more data and "evidence" really starts supporting your research in cancer, your model becomes much more reliable and this will start generating a measurable ROI, by reducing the cost of treating a patient through early screening and through preventive medicine.
My thought is that if you are going to do predictive modeling, start with an area with a limited number of variables. Your "bang for the buck" would be realized sooner and it would be greater in that scenario. For example, the scenarios that Alex describes (Capacity Planning and Measured Display Times for Display Stations) have a better chance of an "immediate" ROI than, let's say, a cancer predicting algorithm. Now, if you are reading this, and have had successes with using Predictive modeling in different settings other than the ones described above, please let me know. I'd like to hear your stories.
Tuesday, January 17, 2012
The Informatics M.U.S.E
Measure
You have heard me harping about this over and over again. What are you measuring? Why are you measuring it? When you measure your business (healthcare or others), you understand your business better. So, measure everything that impacts your customers (internal or external)
Utilize
Alright, the second element for you to have a successful implementation, you need to have utilization modules. For example, in healthcare, you measure OR Utilization. Great, now that you know that your utilization is below 100%, what are you going to do about it? How about a OR scheduling module that allows you to maximize your OR scheduling? Utilize the information that you gathered during your Measuring process.
SaaS (Software as a Service) it!
That's right, I said SaaS it. The biggest advantages between a SaaS solution for your business versus you buying the tools and technologies and building it yourself is cost savings and a much faster implementation lifecycle. It puts the focus on "information" and not the technology. Apprehensive about your data being hosted elsewhere? Don't be. Most reputable SaaS solution providers have hardened, HIPAA compliant Data Centers, with 24X7 monitoring capabilities.
Evaluate
That's right. Once your implementation is complete, constantly evaluate your data, decisions you make based on the data and evaluate your performance improvements. This'll allow you to revise your strategies on the go and allow you to make decisions as fast as small companies do.
So there, get your MUSE!
Wednesday, August 10, 2011
Micro Informatics
Tuesday, August 9, 2011
Skim on it now, you'll pay later
Thursday, July 28, 2011
Feedback Requested
As I was talking to a very smart friend of mine who is in PR & Communications, she asked me what my company did. As any good technologist would do, I told her that we are a health informatics company and that we have an end to end informatics platform that extracts data from disparate systems and presents reliable information to key stakeholders in Healthcare for better decision making. She asked me again, "what do you do?" and explained to me the importance of simplifying our message. So here is an attempt. Your feedback will be greatly appreciated. Especially if you are in healthcare
Which one of the following sentences resonates with you about what we do?
1. Helping improve quality of care and reduce healthcare costs through reliable information.
2. Providing business and clinical intelligence to decision makers in healthcare.
3. Providing cloud based analytics and data warehousing for healthcare.
4. An end to end informatics platform for healthcare at a fraction of the cost.
5. None of the above, I still don't know what you do.
Monday, April 11, 2011
Mental Health
Monday, February 7, 2011
Informatics for Improving Quality of Care
Monday, October 4, 2010
Information Based Design - Next Gen Data Warehouses
Tuesday, September 21, 2010
Active vs. Passive Intelligence
Monday, August 16, 2010
Metadata for Healthcare
Friday, July 23, 2010
Meaningful Use - Final Rule - Again!
By now, you have all read the 864 page meaningful use Final Rule and are prepared to be compliant right? Well, if not, we’d like to talk to you about Compliance Reporting for Meaningful Use.
As you may already know, there are 15 core measures that you have to electronically report to CMS to be compliant. And you may already know that a CCHIT certified EHR alone is not going to help you get there. Let us take a moment to introduce you to Meta Analytix’s comprehensive informatics platform designed specifically for Healthcare, Integra.
As a savvy executive, you already know what Informatics can bring to the table in increasing profitability, improving your organization’s competitiveness in the marketplace and having a single view of your entire organization. Some of the statistics that you may not know are these. Best in class Hospitals that have used centralized business intelligence have achieved:
* Increased profitability from 1%-9% (Aberdeen Research)
* An average of 36 days to receive payment on accounts vs. 46 days for all others (Aberdeen Research)
* A nurse turnover rate of 10% vs. 14% for all others (Aberdeen Research)
Given this scenario, how can we help? Take a look at the salient features of Integra
* Over 400 Healthcare measures pre-loaded, including meaningful use measures
* Enterprise Class ETL platform built in (http://expressor-software.com).
* Can acquire data from your EHR software, SAS, COBOL and others
* Standardized data definitions pre-loaded for Healthcare
* Flex DimensionalTM Data Model ready for staging and reporting
* Enterprise Open Source BI platform for reporting, drill down analysis and dashboard building.
* Low Total Cost of Ownership (TCO)
* Low implementation lifecycle. (Avoid making costly purchases of individual components and building from scratch)
* Experienced Consultants to work with you to implement your informatics platform seamlessly with minimal workflow interruption
As you can see, Integra is the only informatics platform pre-built for Healthcare and ready to get you to to Meaningful Use in the quickest possible time. For additional information, please see the attached brochure or visit our website: http://www.metaanalytix.com
Contact us for a demo or for your consulting needs:
Phone: 866.611.8595 Ext. 1 or Ext. 2
Email: info@metaanalytix.com
Tuesday, July 20, 2010
Meaningful Use - Final Rule
Monday, May 24, 2010
Informatics Webinar
Tuesday, April 20, 2010
Competition
Monday, March 15, 2010
Metadata & Master Data Management
Well folks, I am going to tell you a secret. This is a secret that we, I mean technologists, have hidden from you for long. Much like the wall street "experts" who are now "fixing" the problems they created in the first place and getting paid for it, we are doing the exact same thing. This is an issue that we created (I mean technologists). Now we have cool technologies like metadata repositories and dictionaries that can give you standardized data definitions across the enterprise, but we'll need you to pay us for the "cool technology" we created to solve "your issues"!
Why bother?
Answer is simple. Have you ever had Gatorade? Yellow, Blue, Orange? Well if you have, you get different "flavors" of the same thing. Same thing with business intelligence. If you want to call something a pot, call it a pot. Don't call it pot in one place, a vessel in another and a container in another place. Unfortunately, the reality is just that. A pot is called a pot in one system, a vessel in another and a container in a third. If you tried to print out the value of a "pot" for your CEO to see, you would have to sit there and explain "well, it is the same thing, but it may be called a container on page 2"! You can imagine the reaction. Enter metadata and masterdata management! We take the pots and the containers and the vessels, call it a pot, make sure the attributes of all three are the same, store it in a dictionary and charge you a couple of millions for it! Sound cool? No?
What can I do?
There are things you can do and not break the bank while doing it. Old fashioned discipline and planning, for example. And you, as the healthcare exec, is in luck! Because, if you are like most companies, you have a clean slate to start with, in terms of informatics. So, with a little bit of planning upfront, you can avoid a lot of costs later. Incorporate metadata/master data management into your informatics initiative early on. In other words, don't build a warehouse without it! Just like you put planning and thought into collecting your measures, think of having standard data definitions across the enterprise. Reach out to folks like SNOMED to see what they are doing. Trust me, your upfront costs will be a drop in the bucket if you have to do it as an afterthought. It will also ensure better data quality as the data won't get into your system without rationalizing with your dictionary first.
So when your buddy from the other hospital is worried about his/her metadata, you can simply say, "we have incorporated that into the "front end" of our process", take a long hard look at the fairway, judge the wind speed and let it rip!
Tuesday, January 5, 2010
Why Informatics?
Savings!!
If you are seriously considering reducing cost of care, the only way to do it is through knowledge. I mean, knowledge of your business. What are my central line infection rates? What is the average waiting time for my patients? What is the average bed occupancy rates? Having answer to these questions and many more will help you produce an effective strategy to make your business more efficient. Efficiency will then translate to savings. We all know that.
Legislation/Compliance!
If you are not already on top of this, please take some time to read through it. You will avoid a lot of heartache down the line. ARRA has some 20 odd measures that you have to report on. With penalties associated with it, if you don't comply. But other than that, when you are looking at an informatics solution, you should probably think ahead to more than just those measures and how implementing a comprehensive solution will affect the bottom line of the business. Also, you could be missing out on the Medicaid funding allocated to provider organizations under the ARRA. $2-$8M allocated for hospitals and $44K allocated for individual physicians. ROI is very evident.
That's about it.
Tuesday, November 3, 2009
The "Un" Case Study - The never ending Informatics Initiative!!
How does it relate to Informatics, you ask? Well, consider this. You are in the market for a vendor ( as I have said earlier in one of my blogs, I don't like the term "vendor" when it comes to Informatics initiatives. I think of it as a partnership, because, guess what, if the initiative fails, so do we and vice versa ). So you are in the market for a "partner" to take you through a complex informatics initiative. You ask your friends and a friend suggest "OverPriced Consulting" as a partner because she has heard good things about them. "OverPriced" does a presentation for you and tell you about all the clients they have and how they have had "successes" with other firms. You feel warm and fuzzy. You hire them to implement your initiative. They come in with their solutions architects and do a "roadmap" for you (3 months, $150K). Looks good. The roadmap includes a project plan with their technologists, data modelers, ETL architects, developers and BI architects and developers. The Solution Architects have moved on to other clients by now. They suggest you buy Cognos/Business Objects and AbInitio/Informatica.
"Isn't the price tag a bit steep?" You ask. Scalability, Metadata management, Data governance and other terms convince you that you need the Ferrari instead of the Prius. All the time, they cheer you on as to what a great purchase you made and you can't go wrong with these purchases.
3 monhs later, you find out that Cognos can't write to the database and you need a Java interface to manage security. 8 months and $5M later, you are still working on bringing data to your warehouse and the blame game starts. Fault of the product we purchased, dependency issues, data not in the right format, data quality issues....the list goes on.
What went wrong? Let's look at the golf game I talked about. First of all, he was late. We should've told him to come another day. But since he was already there, we let him play, starting from the 5th hole! But since he is a friend of a friend, we thought it would be ok. He started "cheering" us. We should've stopped and taught him some golf etiquette. We never did. He is the friend of a friend after all! At the 18th and a painful 13 holes at that, he declared that he was the winner. By that time, we were licking our wounds and too anxious to get out of there that we didn't care.
Parallel, you ask to the informatics initiative? Even with the company you hired having a great reputation and being a "known" entity, they never stopped to do the "first"thing in an informatics initiative. "Define your measures". They put together a "roadmap" and said you needed the Ferrari. What they should've done is to look at your measurements, what data elements you needed, what requirements you had (security and others), do a gap analysis with your existing technology and "then" suggest what technology to buy.
It is a "partnership" folks. While we are all in business to add to our bottom lines, the responsibility of executing lie in the hand of the "vendor" and you. So remember, if someone walks on your line on the green, call them out on it!
Tuesday, October 13, 2009
Buzz (kill) Words!
Cloud is Water Vapor!
Don't believe me? Ask Larry Ellison, the CEO of Oracle (http://www.youtube.com/watch?v=8UYa6gQC14o). So what prompted him to give a (ahem) "passionate" speech about the cloud?
Let's examine the facts. If you really want to put your software "in the cloud", a fundamental engineering shift is needed than what is being purported as cloud computing. The closest thing we have seen to a truly "cloud" architected software, is the screensaver that SETI(Search for Extraterrestrial Intelligence...to you and me, that is looking for E.T! ) put out 10 years ago (http://www.planetary.org/news/2009/0521_SETIhome_Celebrates_10_Years_of.html). Yes folks, "Cloud" computing happened back then! People downloaded the screensaver, and when they were not using their computers, the screensaver kicked in and started analyzing data for SETI, sending data back to their main computers once the analysis was done.
What is being sold as "cloud" computing today is nothing but a software that resides on one or more servers at the vendor's data center. In other words......wait for it....an ASP model! Remember that term? Application Service Provider model? Remember all the VCs who wanted to invest only in ASP model companies? Now, here is the kicker. Application Service Provider - Software as a Service (SaaS). You "lease" the software. Just like leasing a car. See the similarity? Are you seeing a pattern here? So, yes, I agree with Mr. Ellison..." we change the term and think that we have invented technology...".
The point being, forget cloud, forget SaaS, look for "functionality" in the software. Can it deliver what you need? Once you have ascertained that, then you can think of where it is going to be hosted!



