TY - JOUR
T1 - Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
AU - Fried, Eiko I.
AU - Eidhof, Marloes B.
AU - Palic, Sabina
AU - Costantini, Giulio
AU - Huisman-van Dijk, Hilde M.
AU - Bockting, Claudi L.H.
AU - Engelhard, Iris
AU - Armour, Cherie
AU - Nielsen, Anni B.S.
AU - Karstoft, Karen Inge
PY - 2018/5/1
Y1 - 2018/5/1
N2 - The growing literature conceptualizing mental disorders like posttraumatic stress disorder (PTSD) as networks of interacting symptoms faces three key challenges. Prior studies predominantly used (a) small samples with low power for precise estimation, (b) nonclinical samples, and (c) single samples. This renders network structures in clinical data, and the extent to which networks replicate across data sets, unknown. To overcome these limitations, the present cross-cultural multisite study estimated regularized partial correlation networks of 16 PTSD symptoms across four data sets of traumatized patients receiving treatment for PTSD (total N = 2,782). Despite differences in culture, trauma type, and severity of the samples, considerable similarities emerged, with moderate to high correlations between symptom profiles (0.43–0.82), network structures (0.62–0.74), and centrality estimates (0.63–0.75). We discuss the importance of future replicability efforts to improve clinical psychological science and provide code, model output, and correlation matrices to make the results of this article fully reproducible.
AB - The growing literature conceptualizing mental disorders like posttraumatic stress disorder (PTSD) as networks of interacting symptoms faces three key challenges. Prior studies predominantly used (a) small samples with low power for precise estimation, (b) nonclinical samples, and (c) single samples. This renders network structures in clinical data, and the extent to which networks replicate across data sets, unknown. To overcome these limitations, the present cross-cultural multisite study estimated regularized partial correlation networks of 16 PTSD symptoms across four data sets of traumatized patients receiving treatment for PTSD (total N = 2,782). Despite differences in culture, trauma type, and severity of the samples, considerable similarities emerged, with moderate to high correlations between symptom profiles (0.43–0.82), network structures (0.62–0.74), and centrality estimates (0.63–0.75). We discuss the importance of future replicability efforts to improve clinical psychological science and provide code, model output, and correlation matrices to make the results of this article fully reproducible.
KW - generalizability
KW - network modeling
KW - open materials
KW - posttraumatic stress disorder
KW - replicability
U2 - 10.1177/2167702617745092
DO - 10.1177/2167702617745092
M3 - Article
AN - SCOPUS:85043346366
SN - 2167-7026
VL - 6
SP - 335
EP - 351
JO - Clinical Psychological Science
JF - Clinical Psychological Science
IS - 3
ER -