Monday, June 10, 2013

Factors that Affect Usability


One of the recurring themes of practitioners is that EHR programs lack of easy, intuitive usability that creates major work-flow issues.  These problems directly affect throughput, efficiency, and provider work satisfaction.  These factors ultimately lead to a 15-20% decrease in productivity, while forcing providers to add additional services like scribes and mid-level providers.  Bottom line:  costs are up, income is down, and generalized unhappiness is rampant.
 
The following tech blog analyzes the cost of poor usability on productivity.  Hope you find it informative.
 
 

Monday, June 3, 2013

CPOE Woes & Wishes!



There's an inevitable clash between the goals of a CPOE and the realities required for its clinical use.  Conceptually, the intent is for the provider to govern quality and cost through direct interaction with the machine, without interference.  But in reality, most providers need help when keying in the data.

CPOE, therefore, has multiple potential redeeming values.  How may of those actually come to fruition in real ED life?  Let's look...

In theory, on the positive side, we have:
  1. Legibility - No handwriting to decipher
  2. Decision Support - Cross-checking allergies, drug-drug interactions, dosing accuracy, order sets- enabling smoother initiation and real0time modification of protocols for common yet complex problems like Sepsis and ACS.
  3. Real-time Alerts - Identify issues such as improper dosing, safety in pregnancy... warnings should avoid pitfalls, and thereby aid, not hinder, patient flow.
  4. Accurate Recording - An honorable CPOE system should create and accurate record of events, as the system gathers the information input with timestamps of all communications, instructions, and actions.  This is good for quality measures, physician incentives and charge capture.
  5. Facilitates Read-through prior to submittal - Ideally, the provider would have the opportunity to consider all the orders as to their practical clinical and economic value, functioning not unlike the final checkout review before an placing an Amazon order.
  6. Efficiency - By eliminating duplication, unnecessary steps and personnel, CPOE has great potential to not only speed up processing of orders to nurses, pharmacy, lab, and x-ray, but also to remove vulnerable points in the process that add to risk.
  7. Auditing - Such tedious data tasks as verifying compliance various local and governmental requirement (think Core Values PQRS Clinical Support) would, again theoretically, support capture of data necessary to assure hospital financial incentives are received for compliance with various guidelines and regulations.
All these anticipated "pipe-dream" positives are balanced by the inevitable presence of unintended consequences.  CPOE, as many efforts in the realm of HIT, suffers from the old axiom:  "The Devil is in the Details".  We would think that when CPOE implementation successfully keeps it simple stupid (KISS), addressing the goals noted in the positives, it can in most cases, be easily utilized, and with success.  Yes, one would think...Right??

Actually what happens... First, there are the realities of HIT development in the modern world.  Often, the development team has difficulty retaining the focus and goal of more simple modules and projects.  As a result, the addition of new wish-lists from those beta-testing the rougher drafts, accumulate and grow.  In that way, many teams feel they can accomplish more than they actually can.  And just because the team's desire is there, that does not translate into superbly usable final product.  Commonly a development team can get lulled into trying to expand the conceptual boundaries of a module, like CPOE, and make an all-inclusive "problem solver".  But in reality, that extension of purpose often adds layers of complexity, and winds up impairing usability for the clinician.  Moreover, since CPOE implementations are often hospital-wide, there frequently arises a "one-size fits all" mentality, that encourages uniformity, instead of specialized diversity, and tries to cater to every specialty with the same structure.  Thus, many attempts to create facility wide CPOE have turned into cumbersome, user-unfriendly, mammoths that demand and the record voluminous transactions, failing to truly assist each individual physician user in a fashion appropriately specific to his or her needs.

Since the CPOE record is necessarily interwoven with the various documents of care, these extraneous elements become part of the chart, and in real-time, influence the tracking board, hence flow and efficiency with the equivalent of sludge in an engine.  Here are some design principles to help that not happen.
  1. CPOE design should optimally incorporate modules that are directed, not to the entire institution, but to the are setting in which it is used.
  2. The CPOE should be broken apart by interfaces to provide the needs of a specific department.  The Emergency department, or other care setting, usually has finite definable order needs 98% of the time.  Modular templates of care enable rapid development of a focused order plan.  When more are needed, the whole database can be searched.
  3. All CPOE modules should automatically facilitate input of test and other clinical data into the chart.  findings from x-ray reports, labs, consultations, vital signs, and other ordered assessments should be added automatically, and the provider should be notified when these are complete or when a significantly abnormal result is obtained.
  4. The hart should reflect significant orders that change status or care setting.  For example, a CPOE order to admit should be reflected in the chart, and a note to admit on the chart should appear in the CPOE screen.
  5. A good system will enable the clinician to choose a way of ordering common tests, and replicating that with simple screen or keyboard input (KISS approach).
  6. Ordered medications to be given while the patient is still in house should be clearly distinct, perhaps allotted a separate section from medications provided as outpatient prescriptions.  Failure to clearly make this distinction can add-significantly to complexity and potential confusion.  Care must be given not to complicate medication and/or prescription ordering to the extent that it affects patient flow.  Pediatric dosing should not need a time and resource consuming pharmacy consult.
  7. Recognizing that the ED probably uses only about 50-60 standard P.O and IV medications, some complex medications included in high-risk protocols, oxygen, need treatments, IV fluids, will keep the formulary selection simple.  The outpatient prescription writer is unlikely to need more than 50 common drugs that all staff physicians agree upon.
In conclusion:  A cohesive, concise CPOE would allow the provider to practice medicine in a manner that is interactive with the machine, but is not overburdened with data entry.  It would support the provider in making make intelligent choices that optimize patient care, and consciously utilize resources.

 
Work-flow Commentary by Donald Kamens, MD, FACEP
 
Some footnotes on physician-machine interaction, and how to get the most efficiency from the most expensive person:
  • Do not allow current absence of good usability to put a barrier between the physician and the machine.  That could happen if- for the sake of workflow- unskilled, non-clinical workers are inserted into the doctor-patient relationship.  Any barrier between the physician and the machine is a symptom of poor usability- PERIOD!
  • A well-functioning user interface should NEVER slow down a physician, but should speed him or her up.  Persistent work-flow impairments that result from new implementations should--after a customary break-in period-- be deemed to result from a poor interface.
  • It is important to analyze productivity in terms of evolution of the technological capacity of the providers.  The coming generations not only don't want other persons in the communication flow which they control (think Facebook, Twitter), but also see these as interfering obstructions in environment they are quite comfortable within.
  • Any attempt to insert individuals into the direct communication link between provider and ultimate enactor (nurse, lab tech, x-ray tech, etc.) is doomed.  These communications should be open and free... and CPOE is a good place to start.
  • An important element in all this is the cognitive environment.  That is, in what space does a provider best think?  There are two: 1) at the bedside, and 2) at the machine (eliminating the bathroom, that is!).  Optimally the CPOE device will be employed at the bedside.  Tidying up, communications, and arranging disposition are okay times for sitting down.  But the ED of the future, will need to eliminate the necessity of sitting down for long periods AFTER seeing the patient, to compose thoughts and write orders.  There is not, nor will there be, enough time for such digression from actually seeing and caring for patients with dynamic tools like CPOE that are best executed at the bedside.
  • Thus, the most efficient physician, will no longer sit down at a desk to compose his/her chart.  That will be completed (for the most part) while interviewing and examining the patient, and updated later as labs come in, treatments and re-assessments are done, and disposition is arranged.  The result will be a much more efficient (albeit more physically tired) physician, who can go from room to room easily.
  • If our children can walk though their lives with eyes glued to a small screen, and thumbs ablaze, we should expect no less from the next generation of docs.





Thursday, May 9, 2013

Are you losing 1% of your Medicare payments for not sending Electronic Prescriptions (eRx)?

Stop losing 1% of your Medicare payments for your Medicare patients by ePrescribing their medications during their office visits.  Good news- No registration is required.  You just need to report the following G-Code on the Medicare claim form - G8553 and submit a minimum of 25 eligible eRx events between January 1st and December 31st, 2013.  You can use the following criteria to determine your eligibility.

Becoming Incentive Eligible
  • Each visit must be accompanied by the eRx G-8553 indicating at least one prescription was electronically prescribed during the office visit.
  • Electronically generated refills not associated with a face-to-face visit DO NOT qualify as an eRx event.
  • Faxes do not qualify as an eRx event.
  • Submit a minimum of 25 eligible eRx events between January 1st and December 31st, 2013.
How to Start Reporting
  1. Bill one of the CPT or HCPCS codes noted in the eRx measure for eligible patient visits (Medicare Part B PFS patient face-to-face visit only qualify as an eligible patient).  *See qualifying CPT or HCPCS codes below.
  2. If you electronically prescribed during the eligible patient visit, report the following G8553 code on the Medicare claim form or via another applicable reporting method.
*Qualifying CPT or HCPCS codes to be associated with the G8553: 90791, 90792, 90832, 90834, 90837, 90839, 92002, 92004, 92012, 92014, 96150, 96151, 96152, 99201, 99202, 99203, 99204, 99205, 99211, 99212, 99213, 99214, 99215, 99304, 99305, 99306, 99307, 99308, 99309, 99310, 99315, 99316, 99324, 99325, 99326, 99327, 99328, 99334, 99335, 99336, 99337, 99341, 99342, 99343, 99344, 99345, 99347, 99348, 99349, 99350, G0101, G0108, G0109

2013 eRx Payment Adjustment
Individual eligible professionals and group practices participating in the eRx Group Practice Reporting Option (GPRO) who are not successful electronic prescribers will be subject to a 1.5% payment adjustment on their Medicare Part B services provided January 1, 2013 through December 31, 2013

Monday, May 6, 2013

Discharge Module Wish List


Discharging patients in real-time should be quick, swift, and efficient.  It should not involve a labor intensive, redundant process resulting in unnecessary delay.  Completing the multiple necessary items should be possible with a few routine mouse clicks. 

Unfortunately, many of the EHRs in use today do not understand Emergency department work flow (or physician work flow and thought process in general); as a result, repeated, nested mouse clicks are often used, and these can take up to 10 minutes.  This time is better spent in actual patient care.

Indeed, many electronic health record systems do not distinguish the needs of the particular care-setting in which it is used.  Most importantly, emergency department, urgent care and outpatient settings have some similarities in their discharge processes, but for inpatient settings, discharge is necessarily more complex, especially due to recent regulatory penalties regarding re-admissions.  Hence, a "one-size fits all" software solution where inpatient discharge procedures are imposed on care-settings with rapid outpatient turnover, do not work!

One big issue with many EHR implementation is physician activities and work flow are poorly understood by IT developers, which may cause unnecessary redundancy in tasks when using the program.  Even Amazon and Google understand human ergonomics better than has been demonstrated overall by the EHR industry.  For example, instead of data accumulated by the provider being automatically transferred to the discharge information (i.e. follow-up physician, prescriptions, date of follow-up), complex actions, such as copy and paste or (worse) scanning, are employed.  This also happens in the reverse direction where data put into the  discharge paper-work is not auto-transferred, or even appended, to the medical record.  This leads to double work and difficulty in figuring out what actually happened, when reviewing the chart, if such a review of everything done is even possible.

And then, the patient often receives up to 10 pages of information with little hope of retention even if read.  It should be kept in mind that there are two basic pieces in the discharge process:  1. Instruction including follow-up plan- printed, with corresponding education provided personally by the physician and nurses, 2. Prescription - electronically created and transmitted Rx, or printed and given to the patient- including such necessary pieces as work or school excuses.

Monday, April 22, 2013

The Tenuous Balance

The EHR, Safety, and Cost
Excessive regulation & Red Tape = Increased Cost & Impaired Workflows
 
 
As the electronic Health Record marches full force to alter medicine completely, there will be some consequences.

The diagram above represents the battle between goal of patient safety, which attempts to use the EHR to solve problems, control behavior, and create new behaviors.  The problem is the end user is rarely consulted and or considered.  Government regulation forces companies to create products that decrease the ability of the end user to seamlessly integrate into their practices without the use of aids (scribes, assistants, computer jockeys, and voice activated technology, etc.).  The institutions and private practice are using EHR 1.0 and they really need EHR 2.0.  The financial commitment and government subsidies (meaningful use) create an environment of inertia that impedes rapid change to "best of breed" products.

Friday, April 5, 2013

The Right Click Dilemma!

What is the difference between a person who understands computers and the rest of us?  It is the ability to understand that programmers love to right click to create endless contextual menus.  these menus are interpreted by IT people because 1- they know they exist and 2- they read and act on these menus.  The rest of us stare in silence, stupidity, or disbelief.  How did they know"that"?  Why would they hide the menu from us?

When dealing with many Electronic Health Record systems, the right click is your arch nemesis.  You had endless hours of training, but still cannot remember what to do next.  You did not realize that you can right click something or everything and multiple hidden menus appear with the answer.  When you have suffered through multiple minor epiphanies and created multiple "work-a-rounds" and/or "favorites" the program becomes less onerous.

The real solution is end-user friendly Electronic Health Record do not rely on a right click, multiple hidden menus, work-a-rounds, and favorites to utilize.  The user should be able to look at the screen and intuit what to do next.  What is painfully obvious to the "programmer" is not obvious to all end users.

If the program takes endless hours of training, needs "super-users", and you forget things after only 1 week, the endless psychological toll it takes on the users is profound.  This leads to lost productivity, unhappy employees, and general disenchantment with the whole process.  The Electronic Health Record has many potential benefits, but this is often lost in the battle to process efficiently.

Sunday, March 17, 2013

Artificial Intelligence

Artificial intelligence (AI) is the intelligence of machines-robots and the branch of computer science that aims to create it. AI textbooks define the field as "the study and design of intelligent agents" where an intelligent agent is a system that perceives its environment and takes actions that maximize its chances of success.  Wikipedia defines it as "the science and engineering of making intelligent machines."
 

One of the greatest values of the Electronic Health Record is the seamless addition of AI to the user’s own brainpower. This is manifested in various ways.  Below is a list of potential AI elements, some already present to some degree, in various systems:
  1. Drug interactions 
  2. Drug Allergies 
  3. Recommended “state of the art” treatment plans when a sign, symptom, lab result, x-ray results, EKG data, evaluation of PMH, SH,FH, working diagnosis are noted by the computer. The computer does a risk factor analysis of the data and creates a differential diagnosis. 
  4. Warnings --
    1. Errors in dosage 
    2. Errors in medications 
    3. “Are you sure you want to discharge this patient” with this constellation of data points? 
    4. Wrong patient-in congruent data entry 
  5. Reminders -- 
    1. Lack of documentation completion 
    2. Lack of signatures 
    3. Attention to attestation of information 
    4. Core measures, PQRS, on-going studies  
  6. Active rather than passive resource tool 
    1. Who’s on call 
    2. Phone numbers 
    3. Timing of interactions of consultants/i.e Cardiology consult might be beneficial 
    4. Recommend evidence based resources or wed sites if more info is needed 
    5. Calculates various scores (Glasgow Coma Scales, PERC score, TIMI scores) that are clinically relevant
  7. Feedback --
    1. How much money did you spend to attain this end-point? 
    2. What was clinical outcome of admitted patients? 
    3. Report on rechecks and bounce-backs 
    4. Admission rates 
    5. Times-LOS, door to doctor, doctor to decision 
    6. Benchmarking your performance within your practice, local hospitals, and national data
The addition of AI should be embraced not avoided. Theoretically, it could make your difficult job less stressful and more efficient.

However, one should always keep in mind the meaning of the words “artificial” and “intelligence.”   These do not inherently include the terms “wisdom” or “judgement,” the standards a physician is always held to, medically and legally. Thus a physician has the obligation to accept or reject the advice of the machine. In either case, the physician is ultimately responsible. While we are not yet confronted with the independence of the computer, as depicted by Hal in Stanley Kubrick’s 2001 A Space Odyssey, one might best remember that it was astronaut Dave who disconnected Hal’s power supply to save his own life. We may, at times, need to do the same.