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Control Chart Selection

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