TY - GEN
T1 - "Narco" emotions
T2 - 32nd Annual ACM Conference on Human Factors in Computing Systems, CHI 2014
AU - De Choudhury, Munmun
AU - Monroy-Hernández, Andrés
AU - Mark, Gloria
PY - 2014
Y1 - 2014
N2 - Social media platforms have emerged as prominent information sharing ecosystems in the context of a variety of recent crises, ranging from mass emergencies, to wars and political conflicts. We study affective responses in social media and how they might indicate desensitization to violence experienced in communities embroiled in an armed conflict. Specifically, we examine three established affect measures: Negative affect, activation, and dominance as observed on Twitter in relation to a number of statistics on protracted violence in four major cities afflicted by the Mexican Drug War. During a two year period (Aug 2010- Dec 2012), while violence was on the rise in these regions, our findings show a decline in negative emotional expression as well as a rise in emotional arousal and dominance in Twitter posts: Aspects known to be psychological markers of desensitization. We discuss the implications of our work for behavioral health, facilitating rehabilitation efforts in communities enmeshed in an acute and persistent urban warfare, and the impact on civic engagement.
AB - Social media platforms have emerged as prominent information sharing ecosystems in the context of a variety of recent crises, ranging from mass emergencies, to wars and political conflicts. We study affective responses in social media and how they might indicate desensitization to violence experienced in communities embroiled in an armed conflict. Specifically, we examine three established affect measures: Negative affect, activation, and dominance as observed on Twitter in relation to a number of statistics on protracted violence in four major cities afflicted by the Mexican Drug War. During a two year period (Aug 2010- Dec 2012), while violence was on the rise in these regions, our findings show a decline in negative emotional expression as well as a rise in emotional arousal and dominance in Twitter posts: Aspects known to be psychological markers of desensitization. We discuss the implications of our work for behavioral health, facilitating rehabilitation efforts in communities enmeshed in an acute and persistent urban warfare, and the impact on civic engagement.
KW - Affect
KW - Crisis informatics
KW - Desensitization
KW - Social media
UR - http://www.scopus.com/inward/record.url?scp=84900420076&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84900420076&partnerID=8YFLogxK
U2 - 10.1145/2556288.2557197
DO - 10.1145/2556288.2557197
M3 - Conference contribution
AN - SCOPUS:84900420076
SN - 9781450324731
T3 - Conference on Human Factors in Computing Systems - Proceedings
SP - 3563
EP - 3572
BT - CHI 2014
PB - Association for Computing Machinery
Y2 - 26 April 2014 through 1 May 2014
ER -