Causal inference on human behaviour

DH Bailey, AJ Jung, AM Beltz, MI Eronen… - Nature human …, 2024 - nature.com
Making causal inferences regarding human behaviour is difficult given the complex interplay
between countless contributors to behaviour, including factors in the external world and our …

Computational psychiatry needs time and context

PF Hitchcock, EI Fried, MJ Frank - Annual review of psychology, 2022 - annualreviews.org
Why has computational psychiatry yet to influence routine clinical practice? One reason may
be that it has neglected context and temporal dynamics in the models of certain mental …

The within-between dispute in cross-lagged panel research and how to move forward.

EL Hamaker - Psychological Methods, 2023 - psycnet.apa.org
How to model cross-lagged relations in panel data continues to be a source of disagreement
in psychological research. While the cross-lagged panel model (CLPM) was the modeling …

[HTML][HTML] Psychopathological networks: Theory, methods and practice

LF Bringmann, C Albers, C Bockting… - … Research and Therapy, 2022 - Elsevier
In recent years, network approaches to psychopathology have sparked much debate and
have had a significant impact on how mental disorders are perceived in the field of clinical …

The theory crisis in psychology: How to move forward

MI Eronen, LF Bringmann - Perspectives on Psychological …, 2021 - journals.sagepub.com
Meehl argued in 1978 that theories in psychology come and go, with little cumulative
progress. We believe that this assessment still holds, as also evidenced by increasingly …

[HTML][HTML] A new science of mental disorders: Using personalised, transdiagnostic, dynamical systems to understand, model, diagnose and treat psychopathology

A Roefs, EI Fried, M Kindt, C Martijn, B Elzinga… - … Research and Therapy, 2022 - Elsevier
The core ideas of a 10-year research program 'New Science of Mental Disorders' are
outlined. This research program moves away from the disorder-based 'one-model-fits …

That'sa lot to process! Pitfalls of popular path models

JM Rohrer, P Hünermund… - Advances in Methods …, 2022 - journals.sagepub.com
Path models to test claims about mediation and moderation are a staple of psychology. But
applied researchers may sometimes not understand the underlying causal inference …

[Књига][B] Network psychometrics with R: A guide for behavioral and social scientists

AM Isvoranu, S Epskamp, L Waldorp, D Borsboom - 2022 - books.google.com
A systematic, innovative introduction to the field of network analysis, Network Psychometrics
with R: A Guide for Behavioral and Social Scientists provides a comprehensive overview of …

Toward a theory of lifespan personality trait development

W Bleidorn - Annual Review of Developmental Psychology, 2024 - annualreviews.org
The lifespan development of personality traits has evolved from a niche topic to a core
subject of psychological science. Looking back at 20 years of research, I review the …

[HTML][HTML] A systematic review of the psychological distance of climate change: Towards the development of an evidence-based construct

E Keller, JE Marsh, BH Richardson, LJ Ball - Journal of Environmental …, 2022 - Elsevier
The construct of psychological distance has gained traction as an explanation of why climate
change is difficult to act on; it often feels far removed, with impacts arising in remote …