Arthur J. Roach, Larry P. Frazier, Sharon R. Bowden, The Marital Satisfaction Scale: Development of a Measure for Intervention Research, Journal of Marriage and Family, Vol. 43, No. 3 (Aug., 1981), pp. 537-546
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Roach et al. (1981) studied this question.