An assessment of the effect upon 3JHH of individual substituents with second row e-atoms has been carried out both theoretically, at ab initio and semiempirical levels of approximation, and empirically, by parametrization of Karplus type equations. The Fermi-contact contributions calculated with a 6-31G** basis set to determine substituent effects AJ x in monosubstituted ethanes CH3CHzX (X = CH3, NH2, OH and F), show a decay with the relative electronegativity of substituent A)~x towards a constant value like that presented by the experimental data. Similar quadratic or exponential decays are calculated with the same basis set for the two largest parameters in the Karplus equation, i.e. for the angle independent term Co and for the coefficient C2 of cos 2q5. By contrast, for the coefficient $2 of sin 2~b a proportional dependence on AZx is calculated. These calculated dependences upon Azx for Co, C2 and S 2 have been confirmed by empirical parametrization of the corresponding Karplus type equations using an appropriate dataset of experimental 3JnH couplings.