Latent Variable Mixture Modeling of Ecological Momentary Assessment Data: Implications for Screening and Adolescent Mood Profiles

Ecological momentary assessment (EMA) studies typically rely on arbitrary decision rules for identifying and excluding invalid responses from the data. In addition, most studies treat independent variables as separate from each other even if their combinations might have importance above the independent contribution of each. Our study aimed to conduct an exploratory latent profile analysis of EMA data to demonstrate an empirical method of identifying invalid responses, and to provide a preliminary investigation of mood profiles. We recruited 20 adolescents between the ages of 13–18 to complete 4 surveys about their internal states each day for 20 days. Participants provided responses on study smartphones using an Android app developed by the study team. Our profile analysis revealed 9 independent profiles. We determined that 3 of these profiles consisted of invalid responses because the integers provided by the participant were nearly invariant. The invalid responses comprised 24.9% of the sample. We also identified 6 valid profiles that were labeled: fatigued (8.7%), good mood/energetic (19.9%), angry/depressed (2.3%), good mood (37.1%), angry (5.7%), and depressed (1.4%). One important implication of the current study is that researchers and clinicians should screen electronic diary data, especially for invariant responding. In addition, it is important for clinicians to note that more than one internal state may drive the mood of an adolescent patient.     

Profiles and Correlates of Children’s Self-Reported Coping Strategies Using a Cluster Analytic Approach

We used cluster analysis to identify children’s coping profiles and to examine self- and parent-reported correlates of coping in a community sample. Participants included 135 children (M age = 11.27, s.d. = .59) recruited from local public elementary and junior high schools and 116 of their parents. Analyses included hierarchical cluster analysis (Ward’s method), followed by non-hierarchical (k-means) cluster analysis to confirm the cluster solution. Results yielded four clusters reflecting high, active, low, and indiscriminant patterns of coping strategies. Members of the active coping group self-reported the fewest symptoms of distress and the greatest number of prosocial competencies after controlling for social desirability. No differences emerged for parent-reported psychosocial functioning across coping profiles. Our results suggest that a combination of active coping strategies may be associated with better psychosocial functioning than a combination of active and avoidant coping strategies.     

Repressive Adaptation in a Nonclinical Sample: Consistent and Inconsistent Reports of Child Psychosocial Functioning Across Informants

A method is described which utilizes the Picture Arrangement subtest of the Wechsler Scales as a technique in the investigation of fantasy material. The method can be readily adapted to the quantitative and qualitative analyses which are suitable for other thematic tools. A case history was presented illustrating the method and its integration with the results of the intelligence test itself.     

Repressive adaptation in a nonclinical sample: consistent and inconsistent reports of child psychosocial functioning across informants

Using multiple indicators (self-report, parent report, school grades, and disciplinary referrals), we compared the psychosocial functioning of children across Weinberger's (1990) and Weinberger, Schwartz, and Davidson's (1979) repressive adaptive style (RAS) groups. Participants included 134 children ages 10 to 13 years that were recruited from public schools and 117 of their caregivers. Relative to nonrepressors, we hypothesized repressors to evidence lower levels of self-reported distress but higher parent-reported distress on the Behavior Assessment System for Children (BASC; Reynolds & Kamphaus, 1992). Summary scores from the BASC self-report differed significantly between repressors and nonrepressors in the expected directions. No significant group differences in parent-reported distress or school functioning emerged. Consistent with Phipps (2005), results question the predominant assumption that the RAS is associated with risk of psychosocial difficulties in children.     

Relations of perceived ethnic disparity to involvement in ethnic and host cultures

Among 124 single foreign students residing in the USA, this study examined the relations between perceived ethnic disparity, consisting of physical, cultural. and linguistic dimensions, and ethnic and host culture involvement. The Ethnic Disparity Perception Inventory, a 44-item Likert scale devised to measure perceived ethnic disparity, showed perceived physical disparity (r = .60) and cultural disparity (r = .51) were positively related to ethnic involvement. Perceived cultural disparity (r = -.22) and linguistic disparity (r = -.27) were negatively associated with involvement in the host culture. Multiple regression analysis indicated that, although the findings held for non-White respondents, for White respondents (n = 39) perceived physical disparity (beta = .54), not cultural disparity, was a significant predictor of ethnic involvement (Adjusted R2 = .268) and perceived cultural disparity (beta = -.37), not linguistic disparity, was a significant (negative) indicator of host culture involvement (Adjusted R2 = .110).