Table : TABLE 17-9. Conventions for Determining Effect Size Based on Cramer’s V Jacob Cohen (1992) developed guidelines to determine whether particular effect sizes should be considered small, medium, or large. The effect-size guidelines vary depending on the size of the contingency table. There are different guidelines based on whether the smaller of the two degrees of freedom (row or column) is 1, 2, or 3.
Effect sizeWhen dfrow/column = 1When dfrow/column = 2When dfrow/column = 3
Small0.100.070.06
    Medium0.300.210.17
Large0.500.350.29