title: Variance Distribution in Sibling Relationships: Advantages of Multilevel Modeling Using Full Sibling Groups.
abstract: The majority of research on sibling relationships has investigated only one or two siblings in a family, but there are many theoretical and methodological limitations to this single dyadic perspective. This study uses multiple siblings (541 adults) in 184 families, where 96 of these families had all siblings complete the study, to demonstrate the value in including full sibling groups when conducting research on sibling relationships. Two scales, positivity and willingness to sacrifice, are evaluated with a multilevel model to account for the nested nature of family relationships. The distribution of variance across three levels: relationship, individual, and family are computed, and results indicate that the relationship level explains the most variance in positivity, whereas the individual level explains the majority of variance in willingness to sacrifice. These distributions are affected by gender composition and family size. The results of this study highlight an important and often overlooked element of family research: The meaning of a scale changes based on its distribution of variance at these three levels. Researchers are encouraged to be cognizant of the variance distribution of their scales when studying sibling relationships and to incorporate more full sibling groups into their research methods and study design.
authors.forename: Karyn
authors.identifier: 0000-0002-8984-5127
authors.initials: K
authors.lastname: Marciniak
mesh_terms: D005191:Family Characteristics; D005260:Female; D006801:Humans; D008297:Male; D008960:Models, Psychological; D055361:Multilevel Analysis / Q000379:methods*; D015588:Observer Variation; D012801:Sibling Relations
keywords: Multilevel Modeling; Positivity; Sacrifice; Sibling Relationships; Variance; modelado multinivel; positivismo; relaciones fraternas; sacrificio; varianza; 兄弟姐妹关系; 多层面模型; 差异; 牺牲; 积极性