TY - JOUR
T1 - Psychopathological networks
T2 - Theory, methods and practice
AU - Bringmann, Laura F.
AU - Albers, Casper
AU - Bockting, Claudi
AU - Borsboom, Denny
AU - Ceulemans, Eva
AU - Cramer, Angelique
AU - Epskamp, Sacha
AU - Eronen, Markus
AU - Hamaker, Ellen
AU - Kuppens, Peter
AU - Lutz, Wolfgang
AU - McNally, Richard J.
AU - Molenaar, Peter
AU - Tio, Pia
AU - Voelkle, Manuel C.
AU - Wichers, Marieke
PY - 2022
Y1 - 2022
N2 - 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 psychology. However, there are many important challenges in moving from theory to empirical research and clinical practice and vice versa. Therefore, in this article, we bring together different points of view on psychological networks by methodologists and clinicians to give a critical overview on these challenges, and to present an agenda for addressing these challenges. In contrast to previous reviews, we especially focus on methodological issues related to temporal networks. This includes topics such as selecting and assessing the quality of the nodes in the network, distinguishing between-and within-person effects in networks, relating items that are measured at different time scales, and dealing with changes in network structures. These issues are not only important for researchers using network models on empirical data, but also for clinicians, who are increasingly likely to encounter (person-specific) networks in the consulting room.
AB - 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 psychology. However, there are many important challenges in moving from theory to empirical research and clinical practice and vice versa. Therefore, in this article, we bring together different points of view on psychological networks by methodologists and clinicians to give a critical overview on these challenges, and to present an agenda for addressing these challenges. In contrast to previous reviews, we especially focus on methodological issues related to temporal networks. This includes topics such as selecting and assessing the quality of the nodes in the network, distinguishing between-and within-person effects in networks, relating items that are measured at different time scales, and dealing with changes in network structures. These issues are not only important for researchers using network models on empirical data, but also for clinicians, who are increasingly likely to encounter (person-specific) networks in the consulting room.
KW - Clinical methodology
KW - Clinical theory
KW - Psychological networks
KW - Psychometrics
KW - Time series models
UR - https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=wosstart_imp_pure20230417&SrcAuth=WosAPI&KeyUT=WOS:000788848300001&DestLinkType=FullRecord&DestApp=WOS
U2 - 10.1016/j.brat.2021.104011
DO - 10.1016/j.brat.2021.104011
M3 - Article
C2 - 34998034
SN - 0005-7967
VL - 149
JO - Behaviour Research and Therapy
JF - Behaviour Research and Therapy
ER -