Drug Data for Clinical Decision Support

A Reprise: Are you building an EMR? Does it have reliable pediatric dose range calulations?

Friday, September 16, 2011 by David Wilkof
I am reposting comments I made several months ago.  Why?  Because it is very important to build an EMR with the best pediatric dosing information possible.   The implication are clear. So,  if you are in the midst of building a new EMR or just want to include a link from your EHR over to Lexicomp Online's Pediatric Dose Range Checking,  I would suggest reading this.

Pediatric Dose Range Calculations


Are you building an EMR? Does it have reliable pediatric dose range calulations?

Monday, June 27, 2011 by David Wilkof

It might seem like an easy question, but the answer is neither obvious nor unimportant.  Both pediatric and neonatal dose range calculators are receiving more focus and attention.  This is serious business, with serious consequences.    Last week, Matt Bennardo wrote a blog posting where he cited a study by Practice Fusion,  where it has been shown that EHR's are having a real impact on the decrease in infant mortality.  This is great news for those EHR's that have elected to use better dose range checking calculators.  

As I said in a post last week. "All pediatric dosage calculators are not created equally.   As Matt goes on to say, "But luckily there are drug information vendors like Lexicomp that understand there is a vast world of difference between adults and children -- and often between older children and neonates. Lexicomp's drug information is trusted by dozens of EHR vendors to guide clinicians in prescribing, fulfilling, and administering drugs to patients of all types -- including children."

Lexicomp provides both "machine readable" transactional information (geared towards specific populations) for use in clinical decision support, as well as "human readable" reference materials for clinicians and patients. Even Lexicomp's patient education leaflets are written with either adult or pediatric patients in mind.

If you are developing an EMR or looking to improve an EHR or HIS system, I would suggest reaching out to Lexicomp for some suggestions.  Lexicomp is known for its pediatric and neonatal drug information.



Web Services Now Available for EMRs to provide drug information

Tuesday, August 9, 2011 by David Wilkof
In the last several years that have been more and more EMR entrants into the ambulatory marketplace.  As part of the development of these products they have been required to include drug information as part of their clinical decision support solution.  Lately there have been more requests to provide this drug and medicine information by way of web services calls rather than embedding the data directly into the product.  Often times there might be limitations on the EMR's development team and accessing this drug information through web services call could be the simpler solution.

Lexicomp recently released web services calls for drug information that would cover Meaningful Use Stage 1.    So for EMRs in the development stage looking for:
  •   Drug - allergy checking
  •   Drug - drug interaction
  •   Duplicate therapy checking
  •   Drug lists

You might want to give Lexicomp a call.

Black Boxed Warning, EMR, Alert Fatigue -- a new answer

Tuesday, August 9, 2011 by David Wilkof
In the last two years Lexicomp has quickly become  a major provider of drug information  to EMR companies for clinical decision support.  Many of the new EMRs hitting the market are using Lexicomp medicine information for drug interactions,  dose range checking,  therapeutic dosages,  adverse drug advents,  electonic eprescring,  and more.   Lexi-Data has become the popular choice based on top quality information,  unparalleled customer service,  state-of-the-art data structure and top-notch APIs.  Now something new!!
Lexi-Data has introduced a new structure which allows for the customization of Black Boxed Warning to reduce alert fatigue,  yet at the same time delivers the warning to the person who needs it most.  This information structure is new and as far as we know not available elsewhere.  

API and Database Features:
  • Incorporates not only the BBW as published within the package insert, but also pulls contextual or supporting information as written by Lexicomp clinical experts 
  • Each summary is broken down and tagged as separate messages / instructions 
  • Each message is paired to a recipient user category – this allow for differentiating where in the workflow of an EMR the message may be displayed 
  • Can be filtered for a more specific and targeted set of messages to clinician/recipient groups, as defined for their site
This is terrific stuff.   So for anyone  developing  drug interaction software or eprescribing modules, this is something you will want to look into.   

EMR developers searching for drug and disease information providers that are easy to work with

Friday, July 15, 2011 by David Wilkof

What do these words have in common?  "Pediatric dosing information; Medicine lists; Medicine brand names;  Drug-drug interaction;  Drug-allergy interactions; Drug interaction database; ePrescribing;  Patient education."  

There are many EMR products under development, many targeting smaller hospitals and ambulatory facilities.  There are also a number of other EMR and Practice Management products that are going through major product re-design.  Many of these development groups need to confront the decision about what drug information supplier to use.  As the title of this posting says "EMR developers are now searching for drug and disease information providers that are easy to work with" (Note: most are not).   This might not sound like a tall order, but as it turns out, it is much more difficult than they think.   It's about the data as much as it about the quality of the relationship as well as the flexibility and helpfulness of the vendor. 

How much will they help in setting up the API's?  Do they have a specific pediatric dose range checking product?  Do they have patient education leaflets? Are they available in foreign languages? 

                         One drug data provider stands out above else....Lexicomp.  If your serious, check them out.


Is your Pharmaceutical Outcomes and Policy’ department looking for a drug database?

Tuesday, June 28, 2011 by David Wilkof
Many universities and institutions are now expressing an interest in a standardized drug database.    They are in search of a high quality, dependable database that helps their academic department build a reliable model to determine pharmaceutical outcomes.  Lexicomp is often the preferred choice.

Whether the researcher is in need of  a drug reference database for clinical decision support, for dosage administration,  patient education material,  drug classifications (brand or generic), adverse drug events,  drug-drug interaction,  drug-allergy interaction,  more and more academics are coming to Lexicomp to secure their drug database information.  Check out this page for more information. 

Are you building an EMR? Does it have reliable pediatric dose range calulations?

Monday, June 27, 2011 by David Wilkof

It might seem like an easy question, but the answer is neither obvious nor unimportant.  Both pediatric and neonatal dose range calculators are receiving more focus and attention.  This is serious business, with serious consequences.    Last week, Matt Bennardo wrote a blog posting where he cited a study by Practice Fusion,  where it has been shown that EHR's are having a real impact on the decrease in infant mortality.  This is great news for those EHR's that have elected to use better dose range checking calculators.  

As I said in a post last week. "All pediatric dosage calculators are not created equally.   As Matt goes on to say, "But luckily there are drug information vendors like Lexicomp that understand there is a vast world of difference between adults and children -- and often between older children and neonates. Lexicomp's drug information is trusted by dozens of EHR vendors to guide clinicians in prescribing, fulfilling, and administering drugs to patients of all types -- including children."

Lexicomp provides both "machine readable" transactional information (geared towards specific populations) for use in clinical decision support, as well as "human readable" reference materials for clinicians and patients. Even Lexicomp's patient education leaflets are written with either adult or pediatric patients in mind.

If you are developing an EMR or looking to improve an EHR or HIS system, I would suggest reaching out to Lexicomp for some suggestions.  Lexicomp is known for its pediatric and neonatal drug information.


Can you rely on your HIS and EMR to check your pediatric dosage calculations?

Tuesday, June 21, 2011 by David Wilkof

Matt Bennardo had a great blog post last week where he wrote about the positive benefits of Meaningful Use on the development of EHRs and their impact on patient safety.  He cites a study by Practice Fusion,  where it has been shown that EHR's are having a real impact on the decrease in infant mortality.  This is great news!

As Matt wrote, "Of course, to get these kinds of results, the information in the EHR needs to be accurate, timely, complete, actionable, and specific to the patient. With respect to pediatric and neonatal patients, that last point is especially important. An EHR that is only set up to perform dose range checking and interaction checking on adults won't be nearly as helpful when it comes to children."

All pediatric dosage calculators are not created equally.   As Matt goes on to say, "But luckily there are drug information vendors like Lexicomp that understand there is a vast world of difference between adults and children -- and often between older children and neonates. Lexicomp's drug information is trusted by dozens of EHR vendors to guide clinicians in prescribing, fulfilling, and administering drugs to patients of all types -- including children.

Lexicomp provides both "machine readable" transactional information (geared towards specific populations) for use in clinical decision support, as well as "human readable" reference materials for clinicians and patients. Even Lexicomp's patient education leaflets are written with either adult or pediatric patients in mind.

If you are developing an EMR or looking to improve an EHR or HIS system, I would suggest reaching out to Lexicomp for some suggestions.



EPrescribing, Florida doctors, Medication Databases

Tuesday, June 7, 2011 by David Wilkof
What do all of these have in common?  Well for one thing,  they are being driven in part by the demands of Meaningful Use requirements.  Here is just one example of Meaningful Use effect.  Some of the demands are actually in place, and many others roll out over the next few years.    EPrescribing in Florida looks like it might be taking an interesting turn as free application provided by the State may be going away,  or so I have heard.  This recently posted ePrecribing  blog described it  in greater detail.  And a second blog.

As Meaningful Use requirements have dictated more relevant application of medication and drug data within EMR and EHR systems,   the awareness of the nuances of these databases has also gone up.    Recognition of the following terms is becoming more commonplace:  Drug Reference Database; Dosage Range,  Dosing in Pediatrics, Drug Interaction List,  Pediatric Dosage Calculator,  Medicine Interaction.  Clinical Decision Support Systems,  Drug Content,  and more.











Florida physicians maybe looking for eprescribing options

Monday, June 6, 2011 by David Wilkof
As state  budgets have tightened in the last few months,  and look like they will continue to do so in the medium-term future,  Florida physicians may have to look elsewhere for electronic prescribing options.  I have heard that the state-sponsored eprescribing  program in Florida may be going by the wayside.  Can someone confirm that?  

My colleague,  Matt Bennardo,  wrote several interesting posts in this regard  last week.  I would suggest you link over and give them a quick read.  They are quite interesting.
 

As part of the federal government's  Meaningful Use and medical information efficiency programs,  eprescribing has been receiving a lot of push in the last year or two.   Many of the eprescribing systems utilize  Lexi-Data drug content to review possible drug-drug and drug-allergy interactions, dose precautions,  pediatric dosing and more.    For those of you from Florida  (and others),   I would definitely give Matt's  posting a quick read. 

Drug-drug, drug-allergy, dose range checking, duplicate therapy, patient leaflets and more

Wednesday, June 1, 2011 by David Wilkof
If I had to venture a guess as to what features of Lexi-Data are most in demand by EMRs and their users,  I would have to say that it has been:

--   Drug- Drug Interactions
--   Drug - Allergy Interactions
--   Dose Range Checking
--   Duplicate Therapy Checking

But now we are starting to see increased levels of interest in patient education and anything tied to eprescribing.   And more and more developers are equally interested in the level of support they will receive from their partner vendor.  There are quite often serious challenges that the developers will encounter during the project and it is important that they feel confident their drug data provider will be there when they need help. 

I would suggest that either Lexicomp or Cerner/Multum can deliver what you need when it comes to data.   If you are looking for eprescribing,  check out DoseSpot.   The DoseSpot folks are highly competent, reliable and knowledgeable.

Patient Education Leaflets, Meaningful Use and translations in multiple languages -- a Reprise

Thursday, May 26, 2011 by David Wilkof
Last week I posted an entry that dealt with the reported upcoming changes in Stage II  Meaningful Use requirements as it relates to providing the patient drug education leaflets in their native tongues.  There has been  interest in that posting and its implications,  so I am reposting it for those who might have missed it.

My colleague,  Matt Bennardo,  wrote a wonderful blog posting about the potential upcoming changes in stage two Meaningful Use guidelines as it relates to Patient Education.  This could be a very big deal.

 Patient education will become more and more important over time,  because there is a strong belief that better patient outcomes will result if patients know  more about their condition, treatment program,  and drug regimen.   On the drug side,  this could mean  dose administration regimen,  dosage precautions, drug interactions,  drug-allergy interactions, adverse drug events and more.

What EMR vendors (and institutions)  need to start thinking about today,  are the implications that requirements to supply Patient Education Leaflets,  likely will not just mean English. 

In his posting,   Matt,  states:  "The workgroups are additionally talking about  better and more relevant patient education. One point of discussion has  been providing the materials in "common primary languages" for every  metropolitan statistical area. This would require providers to have  patient education available in any language that is spoken by 5% of the  population they serve, or at least 1000 people in the same population --  whichever is lower. This is a big deal, and not every information  vendor is in a position to deliver on this!

He goes on to say:

Lexicomp can help bridge the gap
Luckily, some vendors are. Lexicomp has long had patient education materials in many languages. At last count, they could provide up to 19 different languages commonly spoken in the United States and Canada. This is just one example of how a forward-thinking drug information vendor was able to anticipate and meet advanced requirements before they were even formulated. So when evaluating vendor partnerships for your EMR or HIS system, it's not enough to find one who can check off boxes. Instead, you need to find a vendor with the same commitment to improving patient care that ONC and CMS are seeking."

Please take note now,  early in the integration of your drug module into your EMR system.

Patient Education Leaflets, Meaningful Use and translations in multiple languages

Thursday, May 19, 2011 by David Wilkof

My colleague,  Matt Bennardo,  wrote a wonderful blog posting about the potential upcoming changes in stage two Meaningful Use guidelines as it relates to Patient Education.  This could be a very big deal.

 Patient education will become more and more important over time,  because there is a strong belief that better patient outcomes will result if patients know  more about their condition, treatment program,  and drug regimen.   On the drug side,  this could mean  dose administration regimen,  dosage precautions, drug interactions,  drug-allergy interactions, adverse drug events and more.

What EMR vendors (and institutions)  need to start thinking about today,  are the implications that requirements to supply Patient Education Leaflets,  likely will not just mean English. 

In his posting,   Matt,  states:  "The workgroups are additionally talking about  better and more relevant patient education. One point of discussion has  been providing the materials in "common primary languages" for every  metropolitan statistical area. This would require providers to have  patient education available in any language that is spoken by 5% of the  population they serve, or at least 1000 people in the same population --  whichever is lower. This is a big deal, and not every information  vendor is in a position to deliver on this!

He goes on to say:

Lexicomp can help bridge the gap
Luckily, some vendors are. Lexicomp has long had patient education materials in many languages. At last count, they could provide up to 19 different languages commonly spoken in the United States and Canada. This is just one example of how a forward-thinking drug information vendor was able to anticipate and meet advanced requirements before they were even formulated. So when evaluating vendor partnerships for your EMR or HIS system, it's not enough to find one who can check off boxes. Instead, you need to find a vendor with the same commitment to improving patient care that ONC and CMS are seeking."

Please take note now,  early in the integration of your drug module into your EMR system.


Are you an EMR company developing a new product or new module?

Thursday, May 12, 2011 by David Wilkof
There has been a race by existing and new EMR companies to get new products into the marketplace as soon as possible.  And now with both the reimbursement benefits and soon to follow requirements related to eprescribing,  we have seen additional products and add-on modules hit the marketplace.  Many of these new products and new companies have approached  Lexicomp to secure drug and medicine information to include in these products. 

Lexicomp as a drug data provider  for these systems appeared on the scene several years ago and has quickly  increased market share for these new products under development.  Why so?

There are probably three reasons for this quick ascent.   First,  good and reliable information.   Second,  a great internal IT team to work with for development purposes.  They are talented,  friendly and easy to work with.  It's great to have APIs available,  but if the support you receive from your data provider is weak,  unfriendly,  or non-existent,  then how much does it help you?  Finally,  the data structure of the files is terrific.  It is elegant,  logical and easy to use to.

Some existing EMR and EHR companies have found it challenging to switch over current products due to their reliance on the structure of data from their current provider,  even though they very much wanted to make that shift.  However,  as more and more of the companies are developing new products and new modules,  they are making the shift and not looking back.

So if you are an EHR,  EMR, or HIS and  are looking for  the best way to include the following information in your product,  Lexicomp is definitely worth a conversation:

 -  Patient Education leaflets
 -  Drug interaction databases
 -  Drug-drug interaction data
 -  Drug information for meaningful use
 -  Drug - allergy interaction checking
 -  Pediatric drug dosing charts and  information
 -  Medicine brand and generic names
 -  Adverse drug events checking
 -  Drug information for clinical information support.


Looking for drug information to include in your EMR, EHR or HIS system?

Friday, May 6, 2011 by David Wilkof

Several weeks ago I wrote a blog posting that included a list of drug information considerations for EMR vendors that were launching new products or looking to improve their current products.   As I wrote:

More and more EMR vendors and hospital EHR/HIS systems are attempting to improve their drug information to further enhance clinical decision support.  Below are just a few areas where having the right medicine data can make all the difference in the world.

  • Drug Interaction Lists
  • Adverse Drug Event Alerts
  • Patient Education Pamphlets in 19 Languages
  • RxNorm Mapping
  • Pediatric Dosage Calculations
  • Drug Allergy Interactions
  • Clinical Guidelines
  • Drug Interaction Software
  • Drug - Drug Interactions
  • Drug - Allergy interactions

There are very few drug information providers in the marketplace that have both quality data and a top notch,  customer-oriented support staff.   Cerner/Multum and  Lexicomp top the list.   Lexicomp offers  a unique blend of top quality information  coupled with the finest internal support anywhere.   Your IT guys will love you for going with Lexicomp -- a long-term partner in your road to success.


The Best Drug Information for EMRs, EHRs and other Patient Record Systems

Thursday, April 28, 2011 by David Wilkof
More and more EMR vendors and hospital EHR/HIS systems are attempting to improve their drug information to further enhance clinical decision support.  Below are just  a few areas where having the right  medicine data can make all the difference in the world.

  • Drug Interaction Lists
  • Adverse Drug Event Alerts
  • Patient Education Pamphlets in 19 Languages
  • RxNorm Mapping
  • Pediatric Dosage Calculations
  • Drug Allergy Interactions
  • Clinical Guidelines
  • Drug Interaction Software
  • Drug - Drug Interactions
  • Drug - Allergy interactions
Lexicomp is a unique blend of top quality information  coupled with the finest internal support anywhere.   Your IT guys will love you for going with Lexicomp -- a long-term partner in your road to success.

Integrating drug and medicine data and information into your EHR, EMR and hopsitals

Friday, April 15, 2011 by David Wilkof
You know the old line,  "Just because I'm paranoid,  doesn't mean they aren't  after me."  Well,  the same holds true for my assessment of integrating drug data and medicine data into EMRs,  EHRs,  HISs,  etc.   I  guess,  I would say it like this,  "Ok,  I admit I'm biased,  but that doesn't mean I am wrong."   Biased about what?   That Lexicomp,  a recent arrival in the drug data marketplace, is growing fast based on its quality of data,  quality of support,  quality of data structure,  and affordable pricing.

We are in a fast changing marketplace,  which makes the advantages of Lexicomp even more pronounced.  As I said several months ago in one of my posts:

"America is a great country.  I wouldn't be surprised if there were more EMRs  (and related systems)  in development in the United States than the rest of the world combined.  Cultural and marketplace paroxysms create stress and discomfort,  and at the same time result in major breakthroughs and great new products.   That is what is going on this country,  day by day.  The great scramble is on.  There is much pressure to do things quickly and get to the market rapidly before the doors begin closing."

Does the drug information you're using provide only the bare-bones basics, or will they provide access to enhanced functionality like:
  • Drug Interaction Lists
  • Adverse Drug Event Alerts
  • Patient Education Pamphlets in 19 Languages
  • RxNorm Mapping
  • Pediatric Dosage Calculations
  • Drug Allergy Interactions
  • Clinical Guidelines
Lexicomp will work you and be a partner in your efforts for growth and success.

Drug Information for your EHR? Are you asking the right questions?

Friday, April 8, 2011 by David Wilkof
There is a convergence of development taking place in the area of EMRs,  EHRs, and  HIS systems against the backdrop of Meaningful Use certification.  On one hand,  much of the development taking place in these systems and among these  vendors would be occurring independently of governmental Meaningful Use directives  and compliance regulations.   But with these government requirements now rolling in,  developers now need to deliver for multiple needs.

I stated in a previous posting, with regard to acquisition and integration of drug information into the EMR and EHR systems,  that  these developers should be equally, if not even more,  concerned about what I would call "softer" factors.  re:  drug information such as:

    1)  Structure of the data  (how easy is it to map to and identify?)

    2)  Availability and simplicity of the APIs offered by the vendor

    3)  How responsive is the drug information provider during the development period (this
           will  provide a major clue into how the long term relationship will work).

So when they consider the needs  below,  the should always keep the softer factors in mind.

·         Drug interaction

·         Drug-drug interactions

·         Patient eduction

·         Drug reference and drug content

·         Electronic prescribing

·         Adverse drug events

·         Clinical decision support







Looking for Drug Information for your EHR? Evaluate more than just the data.

Tuesday, April 5, 2011 by David Wilkof
Several weeks ago I pointed out that an EMR or EHR vendor  (or inside hospital HIS development team)  overlooks some critical factors in making choices about drug data suppliers.  No doubt the quality of the drug data is important,  but that is just the beginning.    These developers should be equally, if not even more,  concerned about what I would call "softer" factors. such as:

    1)  Structure of the data  (how easy is it to map to and identify?)

    2)  Availability and simplicity of the APIs offered by the vendor

    3)  How responsive is the drug information provider during the development period (this
           will  provide a major clue into how the long term relationship will work).

These might sound like simple things,  but in the end,  they are the most important things.  Do your due diligence.   Several years ago there were only a couple of drug data suppliers available.    Now with the addition of the very well established drug information provider,  Lexicomp,  these development companies have a choice.   Lexicomp has provided clinical decision support for three decades.          It provides  drug reference solutions to nearly  1500 hospitals in the United States,  along with all divisions of the U.S. Military.  The Vancouver study released last year,  rated Lexicomp Online as the most preferred drug database.

If you are looking for drug information or medicine data,  Lexicomp can help by providing a medication list that includes both generic, brand name, and over-the-counter drugs. By providing drug interaction screening including drug-drug, dose range checking, and duplicate therapy screening, Lexicomp can help EHR vendors meet a number of Meaningful Use requirements.  The Lexi-Data product delivered by Lexicomp is also mapped to RXNORM and contains patient education which is another check box on the Meaningful Use requirements list. 

Standard Ambulatory EHR Criteria - A Re-post

Friday, March 25, 2011 by David Wilkof
I was reading Ryan Smith's posting from several weeks ago and thought it was worth re-posting.   Why?   Because it is straightforward and to the point.  And with all of the changing events going on,  it is important to be aware of the alternative drug data vendors.   Ryan wrote as follows:

Wednesday, March 9, 2011 by Ryan Smith
Lexi-Comp's transactional drug data and reference information supports various components of Stage 1 meaningful use and certification criteria from ONC's Final Rule, specifically the implementaiton of electronic clinical decision support rules (drug-to-drug and drug allergy contraindication checking) based on the data elements included in: problem list, medication list, demographics and laboratory test results. 

Lexi-Data, Lexicomp's clinical decision support database, will help you meet several aspects of clinical decision support required for certification. Here's how:
Drug Interaction Data - we'll provide your system data that enables clinicians to screen for drug interactions, including drug-allergy, drug-drug and drug-food

RxNorm Mapping - we promote interoperability through mapping to industry standard RxNorm 
Drug Reference Data - integrate drug reference information, such as drug images and black box warnings, into your system

Patient Education Data - we provide patient education information that allows users to generate patient-specific handouts for medications (available in 19 languages), and conditions and procedures (available in English and Spanish)

Dose Range Checking - we provide data that enables clinicians to receive dosing alerts for medications, including limits for pediatric patients

Lexi-Data is designed for easy implementation. Our intuitive database design will help you seamlessly integrate complex drug databases into your system.


EMR, EHR, Academic institutions now finding drug information alternatives

Friday, March 18, 2011 by David Wilkof
For too long,  there were few choices of drug information providers for EMR,  EHR and HIS vendors.  It's not only a question of the quality of the drug and medicine information provided,  but even more so it is an issue of the:

    1)  Structure of the data  (how easy is it to map to and identify?)

    2)  Availability and simplicity of the APIs offered by the vendor

    3)  How responsive is the drug information provider during the development period (this
           will  provide a major clue into how the long term relationship will work).

These might sound like simple things,  but in the end,  they are the most important things.  Do your due diligence.  Check around. 

Lexicomp provides drug reference solutions to more than 1500 hospitals in the United States,  along with all divisions of the U.S. Military.  The Vancouver study released last year,  rated Lexicomp Online as the most preferred drug database.

If you are looking for drug information or medicine data,  Lexicomp can help by providing a medication list that includes both generic, brand name, and over-the-counter drugs. By providing drug interaction screening including drug-drug, dose range checking, and duplicate therapy screening, Lexicomp can help EHR vendors meet a number of Meaningful Use requirements.  The Lexi-Data product delivered by Lexicomp is also mapped to RXNORM and contains patient education which is another check box on the Meaningful Use requirements list.