Table 1.
Hypothetical Examples of Measures of Effect Size
Effect Size | Description | Example |
---|---|---|
Mean, M | Original units | Mean length of stay in hospital, M = 10 days. |
Difference between two means | Original units | The average patient satisfaction increased last year by 0.5, from 3.1 to 3.6 in a 1 to 5 scale. |
Median, Mdn | Original units | Median length of stay in hospital, Mdn = 5 days. |
Percentage | Units-free | 35.5% of patients were African American. |
Frequency | Units-free | 39 practices implemented a palliative care intervention. |
Correlation, r | Units-free | Anxiety scores correlated with depression scores among patients (r = 0.6). |
Standardized difference between two means, Cohen's d | Standardized | The average effect of psychotherapy was d = 0.68. |
Regression weight, b | Original units | The slope of the regression line for income against age was b = $1,350/year. |
Standardized regression weight, β | Standardized | The standardized β-weight for age in the regression was 0.23. |
Proportion of outcome variance explained by a model, R2 | Units-free | Three variables of age, education, and family status in the multiple regression together explained 48% of the variance of the outcome variable (R2 = .48). |
Proportion of outcome variance explained by components of a model, partial ω2 (Greek omega-squared) | Units-free | The independent variable age accounted for 21% (partial ω2 = 0.21) of variance of the outcome variable after controlling for the other predictors. |
Risk | Units-free | The risk that a child has a bicycle accident in the next year is 1/45 or 2.2%. |
Relative risk | Units-free | A boy is 1.4 times as likely as a girl to have a bicycle accident in the next year. |
Odds | Units-free | The odds of infarction among smokers are 2.02; the odds of infarction among non-smokers are 1.25 |
Odds ratio | Units-free | The odds of infarction among smokers are 1.6 times the odds among non-smokers |
Number needed to treat, NNT | Patients | NNT = 14 indicated that 14 people need to be treated with Apixaban to prevent one case of recurrent thromboembolism |