Objective To provide a research review of the components and outcomes of routine outcome
monitoring (ROM) and recommendations for research and therapeutic practice. Method A …

Outcome measurement in the field of psychotherapy has developed considerably in the last
decade. This review discusses key issues related to outcome measurement, modeling, and …

Die COVID-19-Pandemie als multidimensionaler und potenziell toxischer Stressfaktor führt
auch in Deutschland zu psychischen Problemen in der Allgemeinbevölkerung und wird …

For many years, psychiatrists have tried to understand factors involved in response to
medications or psychotherapies, in order to personalize their treatment choices. There is …

Abstract Machine learning (ML) offers robust statistical and probabilistic techniques that can
help to make sense of large amounts of data. This sco** review paper aims to broadly …

Objective: Thus far, most applications in precision mental health have not been evaluated
prospectively. This article presents the results of a prospective randomized-controlled trial …

This conceptual paper describes the current state of mental health services, identifies critical
problems, and suggests how to solve them. I focus on the potential contributions of artificial …

Hundreds of studies suggest that the patient–therapist alliance is the most consistent
predictor of treatment outcome across patients, therapists, types of treatment and settings …

For the past hundred years, mechanisms of change have been the black box of
psychotherapy. Thousands of studies failed to produce consistent findings, even concerning …

This chapter addresses fundamental issues of change in psychotherapy: how to measure,
monitor, predict change, and provide feedback on treatment outcome. The chapter starts …