Reduction in Medication Errors in
Hospitals
Rajeev B. Patel
Spring 2004
INTRODUCTION
According to the
A critical method for providers of
care to reduce adverse events associated with medication errors is to focus on
ways of improving the systems of delivering care. In order to sustain and improve upon established
levels of care, it is critical that health care facilities evaluate options to
integrate information systems as a mechanism to eliminate preventable
medication errors. Aside from the
obvious cost of life, there are widespread implications to errors that lead to
injury, including costs associated with increased hospitalization, increased
medication, lost wages, and decreased patient satisfaction. According to Laurence Goldberg, a consultant
and pharmacist who spend considerable time analyzing medication errors “an
adverse drug event will, on average, lengthen
Problems arise from the decentralized
and fragmented nature of the supply chain (see bottom of page)*[1]
where there currently is a lack of continuity with staffing at both the ward
and pharmacy level of the medication supply.
The end result is
AUTOMATED
INFORMATION SYSTEM APPLICATIONS
Computerized Physician Order Entry (CPOE) system: CPOEs are desk top electronic devices physicians
are equipped with to enter medication prescriptions. The orders are usually integrated with
patient information and automatically checked for errors or adverse
interactions. This not only eliminates
the guess work in deciphering handwritten dosage and medications but also
provides an additional layer of verification for appropriate medication and
dosage. As physicians enter prescription
orders into an automated prescribing system, errors are detected at the time
medications are ordered. The orders are
then integrated with patient information and automatically checked for potential
errors, complications, or adverse effects.
Bar Coding Technology: Bar codes
can effectively address medication errors on two levels. First, the use of bar codes on medication
packaging can ensure appropriate use of medications. Second, bar codes can be used as unique
patient identifiers at the time medication is administered. This serves to address and eliminates
medication errors associated with incorrect dosage, incorrect patient, and
timing or frequency. Before
administering medication, the nurse would scan the bar code on the patient with
the bar code of the medication to ensure the right patient is being given the
right drug at the right time. Bar codes
not only reduce medication errors, but they streamline workflow and improve
patient safety.[7]
Med
Administration Check[8] is an example of a bar coding product that has
successfully been implemented in many hospitals in the
Electronic Medical Records (EMR): EMRs
essentially are electronic charts for each patient. Computer programs can then be designed to
alert clinicians about possible adverse drug interactions, dosage problems or
other prescription errors. The EMR has
many capabilities, including prescription and test ordering. This electronic based tool, along with CPOEs
eliminates medication errors due to transcribing and administration.
Automated Dispensing Technologies: Automated
Dispensing machines are interactive systems that perform functions related to
the storage, packaging, dispensing, or distribution or medications, and that
collect, control, and maintain all transaction information.[10] For example, MDG Medical, Inc. has manufactured
a secure closed-loop computerized system which effectively manages the
deployment of medicine to the patient from time of prescription through the
administration stage. ServeRx® is a secure closed-loop system
which has proven to drastically reduce medication errors, improve management of
medicine and enhance patient safety.[11]
MEDICATION
ERRORS TARGETED
The delivery of medication typically
involves 5 distinct steps which include the following: prescribing,
transcription, dispensing, administration, and monitoring.[12] Table 1 illustrates the results of a study
which indicate that most of the errors occur at prescribing or administration
stage.
Table 1:
Medication Errors[13]
|
Medication
Errors |
Types
of Errors |
|
|
Prescribing 39% |
Wrong Dose 28% |
Drug-drug Interaction 3% |
|
Transcription 12% |
Wrong Choice 9% |
Wrong route 2% |
|
Dispensing 11% |
Wrong Drug 9% |
Extra Dose 1% |
|
Administration 38% |
Known Allergy 8% |
Failure to act on a test 1% |
|
Monitoring 1% |
Missed Dose 7% |
Equipment Failure 1% |
|
|
Wrong Time 7% |
Inadequate monitoring 1% |
|
|
Wrong Frequency 6% |
Preparation error 1% |
|
|
Wrong Technique 6% |
Other causes 11% |
While
other causes associated with medication errors include unavailability of
patient information, illegibility of physician handwriting, poor communication
between nurses, pharmacy, physicians, and technicians, the majority of cases
involve errors in drug selection and delivery.[14] According to Table 1, if 28% of patients are
given the wrong dose, layers of verification clearly need to be implemented and
enforced throughout the process to reduce and control for errors associated
with human interpretation. It is
imperative that facilities maintain databases which contain most frequent
drug-to-drug interactions based on medications recently cleared by the Federal
Drug Administration. If systems are in
place to periodically account for drug-to-drug interaction updates, errors can
effectively be reduced by 3%.[15] A periodic update of drug-to-drug
interactions account for allergic cross-reactions which can be most harmful
when not addressed. Electronic updates
can be found and downloaded at the following web site:
http://www.docs.com/support/Files/Drug%20Interaction/default.asp
The
following link provides critical installation documentation which allows you to
continually update your records:
http://www.docs.com/support/Files/Drug%20Interaction/DrugInteractions4052002.pdf
You
are required to have SOAPware Version 4.71 or later which you can learn more about through
the links listed above. This application
is available to the public and is a valuable and practice way to learn about
and avoid future medication errors related to drug-to-drug interactions. A disciplined approach to implement a
continuous update protocol will reduce medication errors in your facility.
APPLICATION:
Automated Medicine Dispensing Technology – An Integrated Approach
Figure 1 illustrates how the various
information systems can improve each step the delivery process. The focus of
this discussion will address how a ward based closed-loop automated dispensing
unit effectively addresses errors associated with each step in the medication
delivery process.
Figure 1: Role
of Automation in Medication Delivery Process[16]
Prescribing
- Physician order entry
- Computerized design support
↓
Transcription
- Electronic Order Transcription
↓
Dispensing
- Bar Coding
- Automated Dispensing Devices
↓
Administration → Medication
Administration Record
- Bar Coding -
Computerized medication record (EMR)
- Automated Dispensing Devices
↓
Monitoring
- Computerized monitoring of
adverse drug events
The primary caregivers responsible for
orders, transcribing, dispensing, administering, and documenting the delivery
of medication to patients include physicians, nurses, and pharmacists. The critical success factors to improving
patient safety and better medical outcomes involve eliminating preventable
errors at each stage of the
medication delivery process accounting for the actions of each stakeholder
through an automated process with layers of verification. While the reduction of medical errors
ultimately seeks to eradicate preventable injuries, a secondary objective
addresses the significant savings providers, patients, and payers can reap as a
result of improved processes.
To address the growing need to
standardize the delivery of medicine to control for the unacceptable level of
risk attributed to patients, closed-loop (access not available via internet of
computer networks outside hospital) medicine management applications
effectively controls the entire medication process from prescription to
delivery to monitoring. The primary
objective of this system is to promote better medicine management by reducing
medication errors which subsequently enhances patient care and outcomes, while
generating valuable cost savings.
This system is a fully integrated
application that consolidates the delivery of medicine. This application addresses all aspects of
medicine administration at the service or patient floor level. Reducing dispensing errors by maintaining
adequate inventory levels and accurately identifies recipient or patient
receiving prescribed medicine through barcode technology, CPOE, and electronic
medical records which serves to eliminate errors related to patient
identification.
Included is
a computer hardware and software, an automated medication cabinet that is
placed in the nursing station, and a cart that is used to dispense medication
to patients.[17] Briefly, when using the system, a doctor
electronically enters
Table 2: Systems workflow in detail
The system workflow consists of the following steps
beginning with the physician and concluding with the nurse returning the
medicine cart to the docking station:
|
Step |
User |
Technology |
Process |
|
1 |
Physician |
CPOE |
Using a hand-help computerized physician
order entry (CPOE), physician uses touch screen to access patient information
(height, weight, diagnosis, current medicines and allergies, graphical
display of vital signs) and places order. |
|
2 |
Pharmacist |
Electronic Medical Record (EMR) |
Information is transferred to pharmacist
who reviews order, makes changes if necessary and authorizes
transaction. Pharmacist authorization
is mandatory according to HIPAA, IRB, State Pharmacy Boards, and other
national regulatory bodies. |
|
3 |
Nurse |
Stationary Apparatus, Cart |
On the patient floor, the nurse reviews
information for the administration of medications at the central system. The nurse accesses patient delivery
schedule and alerts delivery staff. |
|
4 |
Nurse |
Stationary Apparatus, Cart |
On the computerized touch screen, the
order list for each patient is displayed.
The nurse confirms the order and medicine cabinet doors open one at a
time (minimizes possibility of human error).
Nurse retrieves medicine then places medicine in patient specific cart
(mobile apparatus used to deliver meds at point of care) drawer. Each patient specific drawer is programmed
with patient specific information including dosage, time, and route. The nurse double checks the order. |
|
5 |
Nurse, Patient |
Cart, Bar-Code technology, EMR |
Once all medicines are placed in the cart,
nurse is ready for rounds. Nurse
delivers medicine to each patient.
Nurse scans patient barcode ID bracelet which then opens patient
compartment on cart. Nurse verifies information
is logged into cart. |
|
6 |
Nurse |
Cart |
Nurse returns cart to machine. Information regarding distribution of
medicines is transferred to main system and logged. Patient drawers used during rounds open and
are cleared. Cart is now ready for
next round of distribution, thus closing the loop. |
In this application, physicians utilize the CPOE
which runs on
At the dispensing stage, prescriptions are authorized directly at the
workstation in a readable format while patient records are accessible by the
nurse. Additionally, pharmacists are
able to review orders at their leisure at their own workstation to provide an
additional layer of verification. This
information also allows pharmacists to adequately manage inventory of
medications stored within the unit itself.
The administration of medications is automated alerting nurses of
pending tasks. Nurses are equipped with
access cards which allow entry into a single drawer on the cabinet and a single
drawer on the cart. The cabinet
electronically monitors prescriptions and dosage time and route providing an
additional layer of verification. At the
bedside, the patient barcode is scanned and the proper cart drawer is
opened. Bar coding ensures the correct
preparation and dispensing of medications.
While bar code scanning is a critical element of the machine, the technology
as a stand alone, can significantly improve medication errors by ensuring the
correct preparation and dispensing of medications. The use of barcode scanning allows
simultaneous access to the patient’s medical records, information regarding the
medication, information regarding correct dosage and frequency, and creates a
seemingly flawless path towards the correct administration of medications. Bar coding not only improves workflow, but
reduces medication errors and dramatically improves patient safety.[19] Moreover, patient barcode allows nurses to
internally verify the 5 rights: medication, dose, time, route, patient. An automated bar coding system integrated
into the process reduces the need of paper records which effectively eliminates
opportunity for human error in delivery of medication.[20] It provides information needed to
continually improve the safety and quality of the hospital’s medication
management process. Moreover, bar coding
receives substantial support from nurses by relieving their apprehension about
making errors, reducing their administrative burden, and promoting accurate
documentation and charge capture improving efficiency.[21]
Lastly, prescriptions and medication
administration are recorded only once, mostly at the point of care as part of
the routine workflow. This ensures
completeness of documentation for patient safety and enhances clinical decision
making with credible support. A
comprehensive documentation process with one point of entry allows information
to be collected, analyzed and monitored
appropriately by physicians, nurses, and pharmacists. While the closed-loop system provides a tool
to reduce medication errors, it is not a solution in and of itself. Proper data documentation and collection
allows subsequent medication errors to be analyzed and addressed more
efficiently.
COST
IMPLICATIONS
In addition to controlling risk
factors that may harm
QUALITY
IMPLICATIONS
Significant emphasis has been placed
on the value of standard reporting systems by accrediting organizations such as
the Joint Commission for Accreditation of Health Care Organizations
(JCAHO). The need for quality improvement
is more prevalent now than it has ever been.
Along with a heightened need to reduce preventable errors, costs must be
controlled to adapt to declining reimbursements. Operational and clinical synergies are
opportunities to enhance patient experience and is proven to effectively reduce
both cost and medication errors. Current
initiatives include implementing operational processes that have been
successful in other industries, such as Six Sigma, as a way to create
operational efficiencies. Six Sigma,
which provides a formal analysis of the source of error, establishes a high
standard for acceptable quality is now widely accepted in healthcare as
There are several barriers which may
prevent the successful integration of information systems in health care
environments around the world.
Certainly, a significant investment, both financially and time, must be
made to learn how systems discussed in this chapter can be successfully
integrated. Users must be willing to
learn and change the way they practice to meet success. Moreover, providers of care must have the
infrastructure to apply new technologies or information systems. Otherwise, they simply will not work.
CONCLUSION
Successful integration of information
systems depends on the widespread support and acceptance among physicians,
nurses, and pharmacists. One of the
primary challenges to successfully reduce medication errors is to gain
acceptance. Allowing each entity to
guide the design and support of such systems is critical to the overall
success. Information systems are simply a
tool that allows providers to address the glaring need to reduce medication errors. Cultural workflow attributes equally impacts
the successful integration of information systems. Access to capital, which poses a significant
problem to low volume community facilities, is certainly an obstacle towards
the integration of information systems.
However, there are low cost options including process re-engineering
which can address larger issue contributing to medication errors, such as
standard communication procedures. While the closed-loop design addresses all
medication process steps, resource allocation and consumption can be a limiting
factor. The shortage of nurses and
pharmacists combined with clinician’s limited time must be considered and
evaluated in the design and implementation of the system. Time savings, reduction in workload,
inventory management, and lower medical costs are byproducts of an improved
system that improves patient safety by dramatically reducing medication
errors.
Patient safety in all aspects is the
cornerstone and expected future state of such initiatives and requires the
continued collaboration of all participants.
The critical success factors which include improvements to each step in
the medication delivery process, also includes acceptance by users, as well as
strong linkages to organizational strategic plans.[24] Creating the perception that the anticipated
future state involves the intended implementation of each critical success
factor in succession will ultimately penetrate and resolve problems at hand
sustaining an environment commensurate with strategic objectives.
For Further Research
ENDNOTES
*1 A set of approaches utilized to efficiently integrate suppliers and clients (comprised of stores, retailers, wholesalers, warehouses, and manufacturers) so merchandise is produced and distributed at the right quantities, to the right locations, and at the right time, in order to minimize system wide costs while satisfying service level requests. http://www.stanford.edu/~jlmayer
[1]
[2] “Medication Errors Add Time,
Money to Hospital Stays”.
[3] “Resources for Reducing Medication Errors and Improving Quality in
Hospitals”. http://www.mederrors.com
[4] “Graham, Snowe Legislation Would
Reduce Medication Errors”.
[5] Goldberg, Laurence A.
“Closed-loop Medicines Management System”. Hospital Pharmacy
[6] ibid
[7] http://www.healthmgttech.com/archives/h1102errors.htm
[8] http://www.siemens.com
[9] ibid
[10] “Graham, Snowe Legislation Would
Reduce Medication Errors”.
[11] http://www.mdgmedical.com/ServerRx.html
[12] Stachnik, Joan. Strategies for Preventing Medication Errors
Through automated Technology. January
2003.
http://www.omnicell.com
[13] Leape L. “Systems Analysis of Adverse Drug
Events”. JAMA 1995.
[14] ibid
[15] ibid
[16] Bates D. “Using Information
Technology to Reduce Rates of Medication Errors in Hospitals”.
http://www.bmjjournals.com.
[17] Stacklin, Jeff. “Hospitals to
Test Rx System”.
[18] Bates D. “Using information
technology to reduce rates of medication errors in hospitals”.
http://bmj.bmjjournals.com/cgi/content/full/320/7237/788/F1
[19]
http://www.healthmgttech.com. Technology’s impact on reducing medication
errors. 11/02.
[20]
http://www.healthmgttech.com. Technology’s impact on reducing medication
errors. 11/02.
[22] Goldberg, Laurence A.
“Closed-loop Medicines Management System”, Hospital Pharmacy Europe.
November/December 2003.
[23] ibid
[24]