Selecting Sample Size
We've
often said that internal auditing is a sampling. We don't audit
everything, only bits and pieces. The question that is often
asked, is what size should those pieces be? How many records
should we examine? How many people do we ask a particular question
to? How long do we observe a particular action? All of these
questions center around selecting the appropriate sample size for
auditing purposes.
But
before we look at sample sizes, let us gain a basic understanding
of what a sample is. Let's say you are going to audit purchasing
to determine if you are using approved vendors. You might have
5000 individual purchase orders that would apply to the audit.
This would be called the "population", the total number
of possible audit records (in this case). It might not make sense
to check every sing record. So, instead, you might want to audit
just a part of the 5000. That would be a "sample". Now
the question is how many of the 5000 records are we going to look
at?
First of
all, the standard does not give us a specific sample size to
consider. In fact, the standard does not even hint that auditing
is a sampling. So, what does one use to determine what size of
sample to use when auditing?
-
Statistical
Validity
-
Time
-
Complexity
-
Criticality
Statistical
Validity
There are
formulas available which will lead you to determine what
would be a statistically valid sample for a given population. In
internal auditing, there is no requirement to have a statistically
valid sample size. Sample size will, typically, be based on the
other factors, rather than statistical validity, and that's
okay.
Time
"Time
is the Auditor's worst enemy." That is a phrase we live by,
here at Internal-Auditor.com. If time was not a factor, we would
be able to examine, interview and observe the entire population.
But, time is a factor, so we must determine what we can do in the
time allotted. Time is the real reason we only sample, rather than
investigate everything. In many cases, the time available will
play the largest role in determining sample size. The more
time available, the more detailed the audit can be and the larger
the sample size may be.
Time can
be greatly influenced by various factors. The amount of auditors on the
team, the activities to be audited, location of the audit, and
other resources available all play a role in determining the
allotted time. All of these need to be considered in determining
the audit schedule, and included in any audit planning and audit
plan.
When
determining sample size, you can also take into account how
often the activity is being audited. If the activity is audited
monthly, you can adjust the sample size accordingly. Yearly audits
will have to be more detailed, because you do not want to wait a
year, in event your sample missed a nonconformance.
Complexity
Some
activities, processes and departments we audit will be more
complex than others. The more complex the operation, the more
factors that need to be determined and the more variables that
will need to be considered for auditing. Activity complexity,
accompanied with the allotted time is used to determine the
relative sample size for an activity, or perhaps even which
process variables will be audited and which will be omitted. If
any are omitted, then they should be audited during the next
audit cycle.
Criticality
Processes
and activities that have the most impact on customer satisfaction
should have a larger sampling than those support activities which
do not directly relate to meeting customer requirements. This is
what the standard refers to "importance of the processes and
areas to be audited". The more critical the activity, the
greater need to audit more in-depth, and to use a larger sample
size.
Another
aspect of criticality is the "status" of the activity or
process. This is related to such things as results of previous
audits, reject rates, customer complaints, employee turnover, new
or modified processes. Anything that could place the activity or
process at risk should affect the sample size. It should also
affect the audit schedule, but that is another subject.
Conclusion:
Because
internal auditing involves sampling, there is always the
possibility that something major will be overlooked. This creates,
as ISO 19011 says: "an element of uncertainty in
auditing". We, as internal auditors need to be aware of this
uncertainty, and respond accordingly.
One last
thing. Once you set the sample size, you should keep it at that
size. You want to avoid the results of the sample to bias the
audit. If you check the training records of ten employees and find
all ten to be satisfactory, then that is what you found. If all
ten were deficient, then that is what you found. Do not keep
looking until you found something (good or bad). Just report on
the findings, based on the sample. It is up to those performing
the corrective actions to determine how bad something is, we just
point out that there is something nonconforming.
As
always...Good Auditing! top
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