Two-sided estimation of mate preferences for similarities in age, education, and religion

被引:33
作者
Logan, John Allen [1 ]
Hoff, Peter D. [2 ]
Newton, Michael A. [3 ,4 ]
机构
[1] Univ Wisconsin, Dept Sociol, Madison, WI 53706 USA
[2] Univ Washington, Dept Stat, Seattle, WA 98195 USA
[3] Univ Wisconsin, Dept Stat, Madison, WI 53706 USA
[4] Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
关键词
data augmentation; fixed effects; Markov chain Monte Carlo; marriage model; mate preferences; National Survey of Families and Households; religious homogamy; two-sided logit; two-sided matching; two-sided probit;
D O I
10.1198/016214507000000996
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We propose a two-sided method to simultaneously estimate men's and women's preferences for relative age, education, and religious characteristics of potential mates using cross-sectional data on married couples and single individuals, in conjunction with a behavioral model developed in game theory and discrete choice estimation methods developed for simpler, one-sided choice situations. We use fixed effects to control for characteristics that are observed by the opposite sex but are missing from our data. Estimated mean preference coefficients determine the average degree to which measured characteristics of individuals affect others' evaluations of them as marital partners, whereas the model also accounts for variation of preferences around the means and for limitations in men's and women's information about members of the opposite sex. By assuming that each individual chooses freely from the set of potential partners that he or she finds available, we estimate preferences without having to observe these sets or specify any details of the matching process. This makes our method robust to unknown features of the process. Application of the method to data from the first wave of the National Survey of Families and Households indicates roughly symmetric or complementary preferences of men and women for age, education, and religious affiliation characteristics of potential mates and a much stronger preference for religious homogamy among conservative Protestants relative to mainline Protestants than was suggested by an earlier, retrospective study of religious differences in the temporal stability of marriages. Our method should be useful in many situations in which voluntary pairings have arisen through some complex process, the details of which have not been recorded. Besides marriage and cohabitation, data on employment, college attendance, and the coresidence of elderly parents with adult children often have this character, as do some biological data on nonhuman mating.
引用
收藏
页码:559 / 569
页数:11
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