The following table can guide you to select the control chart to use depending on the type of data, what you want to track and sample size.
Data |
Type |
Tracking |
Sample |
Charts |
Variable Data |
Individuals |
Process level (individuals) |
Subgroup size = 1 Data point >30
|
I Chart
|
Process variation (moving range) |
Subgroup size = 1 Data point >30
|
MR Chart |
Process level and variation |
- |
I-MR Chart
|
Subgroups |
Process level (means) |
5-10 subgroups |
Xbar Chart
|
Process variation (ranges) |
5-10 subgroups
Small subgroups (<= 5)
|
R Chart
|
Process variation (standard deviations) |
5-10 subgroups
Large subgroups (<= 5)
|
S Chart
|
Both |
- |
XBar-R Chart
|
Both |
- |
XBar-S Chart
|
Both |
- |
I-MR-R/S Chart
|
Non-weighted |
Process level (Minor shifts) |
Subgroups >= 1
Large samples
|
MA Chart |
Weighted |
Process level (Minor shifts) |
Subgroups >= 1
Large samples
|
EWMA Chart |
Attribute Data |
Defectives
(Defective product)
|
Number of defectives |
Equal subgroup size |
NP Chart
|
Percentage of defectives |
Different (or same) subgroup size |
P Chart
|
Defects
(Product can have more than one defect)
|
Number of defects |
Equal subgroup size |
C Chart
|
Number defects per unit |
Different (or same) subgroup size |
U Chart
|