Social and linguistic behavior and its correlation to trait empathy
Marina Litvak, Jahna Otterbacher, Chee Siang Ang, David Atkins
Abstract
A growing body of research exploits social media behaviors to gauge psychological character-istics, though trait empathy has received little attention. Because of its intimate link to the abil-ity to relate to others, our research aims to predict participants’ levels of empathy, given their textual and friending behaviors on Facebook. Using Poisson regression, we compared the vari-ance explained in Davis’ Interpersonal Reactivity Index (IRI) scores on four constructs (em-pathic concern, personal distress, fantasy, perspective taking), by two classes of variables: 1) post content and 2) linguistic style. Our study lays the groundwork for a greater understanding of empathy’s role in facilitating interactions on social media.- Anthology ID:
- W16-4314
- Volume:
- Proceedings of the Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media (PEOPLES)
- Month:
- December
- Year:
- 2016
- Address:
- Osaka, Japan
- Venues:
- PEOPLES | WS
- SIG:
- Publisher:
- The COLING 2016 Organizing Committee
- Note:
- Pages:
- 128–137
- Language:
- URL:
- https://www.aclweb.org/anthology/W16-4314
- DOI:
- PDF:
- http://aclanthology.lst.uni-saarland.de/W16-4314.pdf