Network analysis of multivariate data in psychological science
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …
statistical association in multivariate psychological data. In these approaches, network …
Revisiting the theoretical and methodological foundations of depression measurement
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 …
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 …
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 …
progress. We believe that this assessment still holds, as also evidenced by increasingly …
Why hypothesis testers should spend less time testing hypotheses
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 …
null-hypothesis significance tests made research on theories in the social sciences basically …
Reporting standards for psychological network analyses in cross-sectional data.
Statistical network models describing multivariate dependency structures in psychological
data have gained increasing popularity. Such comparably novel statistical techniques …
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 …
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 …
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
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …
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 …
remove confounding effects from a regression coefficient. Controlling for relevant …