Network analysis: An overview for mental health research

G Briganti, M Scutari, S Epskamp… - … Journal of Methods …, 2024 - Wiley Online Library
Network approaches to psychopathology have become increasingly common in mental
health research, with many theoretical and methodological developments quickly gaining …

Bold, humble, collaborative, and virtuous: The future of theory development in educational psychology

JA Greene, KA Robinson - Educational Psychology Review, 2024 - Springer
Throughout 2023 and 2024, we served as co-guest editors of a topical collection in
Educational Psychology Review on The Past, Present, and Future of Theory Development in …

Advancing the network theory of mental disorders: a computational model of panic disorder.

DJ Robinaugh, J Haslbeck, LJ Waldorp… - Psychological …, 2024 - psycnet.apa.org
The network theory of psychopathology posits that mental disorders are systems of mutually
reinforcing symptoms. This framework has proven highly generative but does not specify …

Integrating intra-and interindividual phenomena in psychological theories

D Borsboom, J Haslbeck - Multivariate Behavioral Research, 2024 - Taylor & Francis
Psychological science is divided into two distinct methodological traditions. One tradition
seeks to understand how people function at the individual level, while the other seeks to …

Toward a generative model for emotion dynamics.

O Ryan, F Dablander, J Haslbeck - Psychological Review, 2024 - psycnet.apa.org
Most theories of emotion suggest that emotions are reactions to situations we encounter in
daily life. Process theories of emotion further specify a feedback loop between our …

The iterative development and refinement of health psychology theories through formal, dynamical systems modelling: a scoping review and initial expert-derived 'best …

O Perski, A Copeland, J Allen, M Pavel… - Health Psychology …, 2024 - Taylor & Francis
This scoping review aimed to synthesise methodological steps taken by researchers in the
development of formal, dynamical systems models of health psychology theories. We …

Using Network Analysis to Characterize Clinical Improvement During Cognitive Processing Therapy

AJ Schlesselmann, RJ McNally, P Held - Behaviour Research and Therapy, 2024 - Elsevier
Objective Cross-sectional network studies find mixed results regarding changes in network
structure as a response to treatment across disorders. This study characterized improvement …

Mathematical and computational modeling of suicide as a complex dynamical system

S Wang, D Robinaugh, A Millner, R Fortgang, MK Nock - 2023 - osf.io
Background: Despite decades of research, the current suicide rate is nearly identical to what
it was 100 years ago. This slow progress is due, at least in part, to a lack of formal theories of …

Towards a general modeling framework of resource competition in cognitive development

J de Ron, M Deserno, D Robinaugh… - Child …, 2023 - Wiley Online Library
The current paper presents an integrated formal model of typical and atypical development
based on the mechanisms of mutualism and resource competition. The mutualistic network …

Rejoinder to McNeish and Mislevy: What Does Psychological Measurement Require?

K Sijtsma, JL Ellis, D Borsboom - psychometrika, 2024 - cambridge.org
In this rejoinder to McNeish (2024) and Mislevy (2024), who both responded to our focus
article on the merits of the simple sum score (Sijtsma et al., 2024), we address several …