Network analysis of multivariate data in psychological science

D Borsboom, MK Deserno, M Rhemtulla… - Nature Reviews …, 2021 - nature.com
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …

Revisiting the theoretical and methodological foundations of depression measurement

EI Fried, JK Flake, DJ Robinaugh - Nature Reviews Psychology, 2022 - nature.com
Depressive disorders are among the leading causes of global disease burden, but there has
been limited progress in understanding the causes of and treatments for these disorders. In …

A manifesto for applying behavioural science

M Hallsworth - Nature Human Behaviour, 2023 - nature.com
Recent years have seen a rapid increase in the use of behavioural science to address the
priorities of public and private sector actors. There is now a vibrant ecosystem of …

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 …

Why hypothesis testers should spend less time testing hypotheses

AM Scheel, L Tiokhin, PM Isager… - Perspectives on …, 2021 - journals.sagepub.com
For almost half a century, Paul Meehl educated psychologists about how the mindless use of
null-hypothesis significance tests made research on theories in the social sciences basically …

Reporting standards for psychological network analyses in cross-sectional data.

J Burger, AM Isvoranu, G Lunansky… - Psychological …, 2022 - psycnet.apa.org
Statistical network models describing multivariate dependency structures in psychological
data have gained increasing popularity. Such comparably novel statistical techniques …

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 …

Lack of theory building and testing impedes progress in the factor and network literature

EI Fried - Psychological Inquiry, 2020 - Taylor & Francis
The applied social science literature using factor and network models continues to grow
rapidly. Most work reads like an exercise in model fitting, and falls short of theory building …

A review of approaches and models in psychopathology conceptualization research

NR Eaton, LF Bringmann, T Elmer, EI Fried… - Nature Reviews …, 2023 - nature.com
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …

Statistical control requires causal justification

AC Wysocki, KM Lawson… - Advances in Methods …, 2022 - journals.sagepub.com
It is common practice in correlational or quasiexperimental studies to use statistical control to
remove confounding effects from a regression coefficient. Controlling for relevant …