The Minitab Time Series (#55)
If you want to measure the effect of the process you’re
aiming to improve, then you MUST use Quantitative Data (metrics). Without quantitative
data, you’re just trying to prove your opinion. Nobody wants to hear what your
opinion is without data driven proof. Opinions can be wrong; which would leave
room for error and misjudgment. Not to mention several questions from
organizational stakeholders that you may not be able to answer.
Quantitative Data proven by a MSA is invincible. No room for
error or misjudgment. Invulnerable and impenetrable. I have found that the
optimal tool for keeping track of changes in outputs (Y) is the Time Series
Plot.
When creating change to your process within a DMAIC stage, it
should have a measurable effect. A Time Series Chart in Minitab will graphically
plot these effects. Make sure you include the time scale to demonstrate the
date of the improvement. Refer to image below.
This graphical image is an easy way for you to show the Organizational
Stakeholders to show project progression.
To make a Time Series Plot in Minitab 17, like the image
above, you first need to collect your data:
Now open the Time Series Plot by going to the Minitab menu Bar, select Graph, then select Time Series Plot. Select With
Groups in the Time Series Plots dialogue box as referred to the image
below. We graph them in groups so we can track each of the stages of the DMAIC.
Then, complete the “Time Series Plot: With Groups” dialogue box
as reflected in the image below.
Select Time/Scale
to include the time scale defined from the data in the column “Date.”
Once the “Time Series Plot: Time/Scale” Dialogue box opens
select Stamp and select the “Date”
column.
Select “Reference
lines.” Put the number 35 under “Show
reference lines at Y values.” The number put here should be the Y Value
target. This value is found in the Goal Statement in your Project Charter.
Select “OK” then select
“OK” again. The image below should
be what you see in your Time Series Plot.
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