Responding to children’s ‘emotion talk’: a conversation analysis of a therapeutic encounter between a social worker and two siblings using child-centred play therapy

ABSTRACT

Reflection of feelings is a hallmark strategy of non-directive child-centred play therapy that enhances children’s emotional awareness and equips them with emotionally expressive words. The case presented here describes the application of child-centred play therapy by a social worker with two young children (aged four and six) with sibling rivalry issues. One of the sessions was videotaped, which enabled the use of conversation analysis to dissect the language patterns used by both the clients and the social worker. This in-depth verbal analysis illuminated subtle nuances in the children’s interactions and behaviour while also providing the social worker with the opportunity to reflect on practice. This case discussion presents a snapshot of that session and allows readers to understand how such therapy occurs.     

Bayesian adaptive lasso with variational Bayes for variable selection in high-dimensional generalized linear mixed models

This article describes a full Bayesian treatment for simultaneous fixed-effect selection and parameter estimation in high-dimensional generalized linear mixed models. The approach consists of using a Bayesian adaptive Lasso penalty for signal-level adaptive shrinkage and a fast Variational Bayes scheme for estimating the posterior mode of the coefficients. The proposed approach offers several advantages over the existing methods, for example, the adaptive shrinkage parameters are automatically incorporated, no Laplace approximation step is required to integrate out the random effects. The performance of our approach is illustrated on several simulated and real data examples. The algorithm is implemented in the R package glmmvb and is made available online.