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Table 1 Factors that affect sample size calculations

From: Statistics review 4: Sample size calculations

Factor

Magnitude

Impact on identification of effect

Required sample size

P value

Small

Stringent criterion; difficult to achieve 'significance'

Large

 

Large

Relaxed criterion; 'significance' easier to attain

Small

Power

Low

Identification unlikely

Small

 

High

Identification more probable

Large

Effect

Small

Difficult to identify

Large

 

Large

Easy to identify

Small