Build an
“Improvement Loop” into Your Programs
“Process Improvement” is a fancy way of saying that we want to continue
to achieve better and better results from our efforts.
Experience is a great teacher – but only if we listen. To assure that we
listen, Six Sigma provides us with an “Improvement Loop” called DMAIC, which
stands for:
- Design
Measure
- Analyze
- Improve
- Control
Follow this simple process, and you are guaranteed to continue improving
your programs and your results. Let’s explore each of these in more detail.
Define. If we want to
assess our results, we first must identify what we are trying to achieve. This
is the essence of the Define stage.
Perhaps unexpectedly, this can be painfully difficult. Marketers may be uncertain
of how to quantify the desired end result, or commit to finite goals.
Do we want improved customer satisfaction? Higher unaided recall of the
product or brand? More traffic to the homepage?
The better you define your goals, the easier it will be to achieve them!
Measure. Now we can
begin measuring how well each goal is being met. This begins with base-lining,
or measuring how well the goal was met previously. This is the only way to know
if your program improves the result.
“Measures” may include physical counts, research analytics, surveys, simple
and/or complex observations, etc.
Analyze. Measurements usually
consist of raw data. The Analyze stage converts this into relevant information
to determine how well we performed against goals.
Improve. In the
Improve stage, we test tactics (often referred to as Designs of Experiments, or
DOEs) to determine if holding certain program elements constant while varying
others will improve performance. Adjustments are based on data analysis.
Control. Once gains are
made, we want to ensure we don’t slide backward, by monitoring key metrics and establishing
reports that alert us to any drop in performance.
With controls in place, we can refine our goals in the Define stage, and
start the loop again.
Volumes have been written on each of these stages. At this point, it is
sufficient to understand that our process seeks continual improvement toward defined
goals using measurement, analytics, improvement techniques and control reports.
This process has broad applicability across many segments of business.
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