Editorial: "What say you?" The promise and potential pitfalls of using automated and passive monitoring approaches to assess parenting behaviours from verbal and written communication

Abstract

Rates of mental health problems in adolescence are rising as highlighted in this current issue of the Journal. It is therefore increasingly important to identify children who may be at risk so that preventive interventions can be deployed before they reach adolescence. Adverse parenting has long been considered a risk factor for poor mental health in adolescence, but the methods traditionally used to assess this are laborious, burdensome and costly. Recently, passive monitoring and automated approaches to collecting and analysing spoken and written forms of parental communication have been proposed. This editorial examines the promise of such technological advances for assessing parenting and provides words of caution from parents and young people that should be heeded before rolling these approaches out at scale.

Keywords: Artificial intelligence; measurement; mental health; observation; parenting; speech.