Literature reviews on how social media use affects adolescent mental health have
accumulated at an unprecedented rate of late. Yet, a higher-level integration of the evidence …

A recurring claim in the literature is that active social media use (ASMU) leads to increases
in well-being, whereas passive social media use (PSMU) leads to decreases in well-being …

Highlights•Smartphone Sensing Methods (SSMs) permit continuous and real-time
behavioral observation in the context of people's daily lives.•SSMs provide objective …

The increasing availability of high–dimensional, fine–grained data about human behaviour,
gathered from mobile sensing studies and in the form of digital footprints, is poised to …

People actively select their environments, and the environments they select can alter their
psychological characteristics in the moment and over time. Such dynamic person …

People around the world own digital media devices that mediate and are in close proximity
to their daily behaviours and situational contexts. These devices can be harnessed as …

People interact with their physical environments every day by visiting different places and
moving between them. Such mobility behaviours likely influence and are influenced by …

Personality psychology has long focused on structural trait models, but it can also offer a rich
understanding of the dynamics, processes, mechanisms, and functioning of individual …

Daily life unfolds in a sequence of situational contexts, which are pivotal for explaining
people's thoughts, feelings, and behaviors. While situational data were previously difficult to …

Abstract Machine learning (ML) provides a powerful framework for the analysis of high‐
dimensional datasets by modelling complex relationships, often encountered in modern …