Dynamical Systems Modeling of Acoustic and Physiological Arousal in Young Couples
Chaspari, Theodora (University of Southern California) | Han, Sohyun C. (University of Southern California) | Bone, Daniel (University of Southern California) | Timmons, Adela C. (University of Southern California) | Perrone, Laura (University of Southern California) | Margolin, Gayla (University of Southern California) | Narayanan, Shrikanth S. (University of Southern California)
Well-being and mental health are directly associated with relationship status particularly in the context of relatedness and support. A key factor in relationship functioning is emotional arousal. We examine the interplay between emotional arousal manifested through acoustic and physiological cues and its association to relationship satisfaction. We propose a dynamical systems model to infer the within- and across-modality as well as the between-partner relations. Our results suggest that increased emotional regulation is negatively associated with relationship satisfaction and indicate that the proposed system consists a viable framework for analyzing such multimodal interrelations within romantic partners.
Mar-16-2016
- Country:
- North America > United States > California > Los Angeles County > Los Angeles (0.29)
- Genre:
- Research Report > New Finding (0.70)
- Industry:
- Technology: