The problem with root cause analysis: it's a
buzzword that can very easily become meaningless because not all
problems have a single cause.
by Garavaglia, Brian
Root cause analysis has become an important quality assurance
method for identifying problems encountered in long-term care. Without a
doubt, it is critical to identify and isolate issues that can lead to
problems in nursing home care. Root cause analysis can help you identify
and correct issues, leading to higher quality care.
Unfortunately, however, root cause analysis has become a
"buzzword" in long-term care, conveying the impression that
asking questions and examining "the roots" of an issue, often
in desultory fashion, will produce a solution. Also implicit in the
advocacy of this approach is that it can be completed by anyone,
regardless of skill level. All of this is far from the truth.
Nothing New
Root cause analysis is not new. Quality assurance and investigatory
methods using it have been around for a considerable time. Moreover, the
use of these methods is quite variable. J. Toyoda's five
"Why's," K. Ishikawa's "fishbone diagram,"
V. Pareto's chart and analysis, and even more complex methods such
as Bayesian analysis, all help to identify the cause of certain
problems. However, regardless of the sophistication or complexity of the
root cause analysis methodology used, certain considerations must always
be kept in mind.
One thing that needs to be understood is that not all problems can
always be reduced to a single root cause. In life, the complexity of
many problems is such that they are multicausal or may even lack any
true, discoverable root cause. There will be times when identifying a
single cause will be impossible. This is not a shortcoming of root cause
analysis; it is a reality of the world in which we live. Isolating a
cause when dealing with human beings is always much more difficult than
isolating physical forces acting upon physical objects.
Major Problem
Second, one of the major problems that practitioners of root cause
analysis face is isolating the problem. (1,2) Doing so can be much more
difficult than initially thought. As John Chaffee writes, "The
first step to solving problems is to determine exactly what the central
issues of the problem are. If you do not clearly understand what the
problem really is, then your chances of solving it are considerably
reduced." (3)
[ILLUSTRATION OMITTED]
In teaching problem solving and analysis, I have personally come to
find that people often have a great deal of difficulty isolating the
problem and defining the starting point for any investigation. Consider
this scenario: A resident falls out of bed and fractures her hip. The
fall clearly led to the fracture. Add, however, to this scenario the
following fact: The resident was in bed and suffered from compromised
bone density. She was often quite restless in bed and suffered from
dementia, but the family members who were the responsible parties chose
not to consent to the use of side rails, even though they had been made
aware that their relative was a fall risk and, in fact, had fallen
earlier that day on the same hip. So, what is "the problem" in
this situation? You begin to perceive the difficulty.
Larger Context
When many people think of root cause analysis, the example that
comes to mind is a linear, straightforward "A" leading to
"B." In reality, the scenario I've just described is more
common. Notice the larger amount of context that exists in that
scenario. In most cases this larger qualitative context is what most
healthcare practitioners have to deal with daily. As is evident, when
the number of variables increases, the complexity of extrapolating to
the true cause becomes increasingly difficult.
It is often taught that healthcare professionals can achieve a
successful root cause analysis by asking questions and continuing to
probe. However, as can be seen, if one starts off with the wrong
question due to not properly isolating the problem, then the inevitable
result will lead to a wrong answer.
This leads to the confusion that people experience involving facts,
validity and truth. (4,5) Often people feel that root cause analysis can
stop at a fact since a fact is equivalent to a truth. Once, when doing a
financial analysis within a long-term care setting, someone said to me
that the numbers in a particular part of the expense area were
"fact," and therefore I was well over budget. Does this fact
mean that it conveys truth? In this scenario, the numbers were
inappropriately placed in my expense column and did not reflect the true
costs. Although the facts demonstrated excessive expenses, the facts
themselves were not true, and therefore would mislead someone if they
took these facts as starting points to isolating the true problem.
Logic of Problem-Solving
Another distinction has to be made between what is valid and what
is true. Here again, many individuals use the terms interchangeably, but
they are not interchangeable. Let us take a brief excursion into the
logic of problem solving. Using a syllogism (a method of deductive
reasoning that is often used in root cause analysis in healthcare,) we
can demonstrate the lack of interchangeability by using an absurd
example:
All dogs have three legs.
Spot is a dog.
Therefore, Spot has three legs.
Although the above deduction is obviously not true, the argument is
valid. Validity here means that it follows the proper logical sequence.
But it starts off with a wrong premise. Many individuals applying root
cause analysis fall victim to this mishap. They may demonstrate validity
in their logic, but by starting with the wrong premise or problem, they
fail to get to the truth.
Often problems present with only particular and limited
information, and one must therefore move from the particular to the more
general. For instance, many diseases found among the elderly in
long-term care are diagnosed by bringing together smaller pieces of
information to achieve a final reason for the problem. This type of
inductive reasoning is often not used in root cause analysis.
Nevertheless, many areas of long-term care need to be examined
inductively, whether it is in marketing, finance, or human resources. In
all these areas, a sound problem solver will often bring pieces of
information together to achieve a successful solution.
Where to Start
To engage in root cause analysis appropriately, one has to polish
one's problem-solving ability, starting with adequately isolating
the problem. Doing so is deceptively difficult because most people have
not had formal training in problem solving. It is often assumed that
this skill comes naturally, and often our society fails to encourage
critical thinking. Failing to properly isolate a problem will do nothing
more than produce the wrong answers.
Furthermore, root cause analysis needs to be practiced to achieve
proficiency as a problem-solving approach. The procedures and techniques
used are beyond the scope of this article. Properly identifying the
problem--the basic message here--will, in itself, lead to enhanced
proficiency in root cause analysis.
Brian Garavaglia, PhD, is a gerontologist and long-term care
administrator and consultant for Ciena Healthcare in Michigan. Holding
various college faculty appointments in the Detroit metropolitan area,
he is a nationally published author on gerontological and long-term care
issues. For further information, email bgaravagli@aol.com. To send your
comments to the author and editors, please e-mail
garavaglia0208@nursinghomesmagazine.com
References
1. Andersen B, Fagerhaug T. Root cause analysis: Simplified tools
and techniques (2nd ed). Milwaukee, ASQ Quality Press, 2006.
2. Ammerman M. The root cause analysis handbook: A simplified
approach to identifying, correcting and reporting workplace errors. New
York, Quality Resources Press, 1998.
3. Chaffee J. Thinking critically -- a concise guide. Boston,
Houghton Mifflin, 2004.
4. McInerny DQ. Being logical -- a guide to good thinking. New
York, Random House, 2004.
5. Munson R, Black A. The elements of reasoning. Belmont,
California, Wadsworth, 2007.
BY BRIAN GARAVAGLIA, PHD
COPYRIGHT 2008 Vendome Group
LLC Reproduced with permission of the copyright holder. Further reproduction or distribution is prohibited without permission.
Copyright 2008 Gale, Cengage Learning. All rights
reserved. Gale Group is a Thomson Corporation Company.
NOTE: All illustrations and photos have been removed from this article.