作者
Julia Elina Stocker, Georgia Koppe, Hanna Reich, Saeideh Heshmati, Sarah Kittel-Schneider, Stefan G Hofmann, Tim Hahn, Han LJ van der Maas, Lourens Waldorp, Hamidreza Jamalabadi
发表日期
2023/8/24
期刊
Scientific Reports
卷号
13
期号
1
页码范围
13830
出版商
Nature Publishing Group UK
简介
Despite the growing deployment of network representation to comprehend psychological phenomena, the question of whether and how networks can effectively describe the effects of psychological interventions remains elusive. Network control theory, the engineering study of networked interventions, has recently emerged as a viable methodology to characterize and guide interventions. However, there is a scarcity of empirical studies testing the extent to which it can be useful within a psychological context. In this paper, we investigate a representative psychological intervention experiment, use network control theory to model the intervention and predict its effect. Using this data, we showed that: (1) the observed psychological effect, in terms of sensitivity and specificity, relates to the regional network control theoretic metrics (average and modal controllability), (2) the size of change following intervention negatively …
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JE Stocker, G Koppe, H Reich, S Heshmati… - Scientific Reports, 2023