An s-chart should be used instead of an R-chart when the subgroup sample size is 10 or above. Data is reviewed in relation to control limits on control charts to determine what data to discard. Some companies prefer using X-bar charts instead of R-charts as they are more technical and use all subgroup data rather than just high and low values.