Abstract
Through social interaction, the mood of a person can affect the mood of others. The speed and intensity of such mood contagion can differ, depending on the persons and the type and intensity of their interactions. Especially in close relationships the negative mood of a depressed person can have a serious impact on the moods of the ones close to him or her. For short time durations, contagion may be the main factor determining the mood of a person; however, for longer time durations individuals also apply regulation mechanisms to compensate for too strong deviations of their mood. Computational contagion models usually do not take into account such regulation. This paper introduces an agent-based model that simulates the spread of negative mood amongst a group of agents in a social network, but at the same time integrates elements from Gross’ emotion regulation theory, as the individuals’ efforts to avoid a negative mood. Simulation experiments under different group settings pointed out that the model is able to produce realistic results, that explain negative mood contagion and emotion regulation behaviours posed in the literature.
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References
Bosse, T., Duell, R., Memon, Z.A., Treur, J., van der Wal, C.N.: Multi-Agent Model for Emotion Contagion Spirals Integrated within a Supporting Ambient Agent Model. In: Yang, J.-J., Yokoo, M., Ito, T., Jin, Z., Scerri, P. (eds.) PRIMA 2009. LNCS, vol. 5925, pp. 48–67. Springer, Heidelberg (2009)
Bosse, T., Pontier, M.A., Treur, J.: A Computational Model based on Gross’ Emotion Regulation Theory. Cognitive Systems Research Journal 11, 211–230 (2010)
Cote, S.: A Social Interaction Model of the Effects of Emotion Regulation on Work Strain. Academy of Management Review 30, 509–530 (2005)
Fowler, J.H., Christakis, N.A.: Dynamic Spread of Happiness in a Large Social Network: Longitudinal Analysis Over 20 Years in the Framingham Heart Study. British Medical Journal 338, 768 (2008)
Frederickson, B.L.: The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist 56, 218–226 (2001)
Fredrickson, B.L., Branigan, C.: Positive Emotions Broaden the Scope of Attention and Thought-Action Repertoires. Cognition and Emotion 19, 313–332 (2005)
Gross, J.J.: Antecedent- and response-focused emotion regulation: divergent consequences for experience, expression, and physiology. J. of Pers. and Soc. Psych. 74, 224–237 (1998)
Gross, J.J.: Emotion Regulation: Affective, Cognitive, and Social Consequences. Pyschophysiology 39, 281–292 (2002)
Hill, A.L., Rand, D.G., Nowak, M.A.: Emotions as Infectious Diseases in a Large Social Network: The SISa Model. Proc. Royal British Society 277, 3827–3835 (2010)
Hoogendoorn, M., Treur, J., van der Wal, C.N., van Wissen, A.: An Agent-Based Model for the Interplay of Information and Emotion in Social Diffusion. In: Proc. of the International Conference on Intelligent Agent Technology, IAT 2010, pp. 439–444 (2010)
Joiner, T.E., Katz, J.: Contagion of Depressive Symptoms and Mood: Meta-analytic Review and Explanations From Cognitive, Behavioral, and Interpersonal Viewpoints. Clinical Psychology: Science and Practice 6, 149–164 (1999)
Kim, D.: Blues from the Neighbourhood? Neighbourhood Characteristics and Depression. Epidemiology Rev. 30, 101–117 (2008)
Lopes, P., Salovey, P., Beers, M., Cote, S.: Emotion Regulation Abilities and the Quality of Social Interaction. Emotion 5, 113–118 (2005)
Paukert, A.L., Pettit, J.W., Amacker, A.: The Role of Interdependence and Perceived Similarity in Depressed Affect Contagion. Behaviour Therapy 39, 277–285 (2008)
Rosenquist, J.N., Fowler, J.H., Christakis, N.A.: Social Network Determinants of Depression. Mol. Psychiatry 16, 273–281 (2010)
Ueno, K.: The Effects of Friendship Networks on Adolescent Depressive Symptoms. Social Science Research 34, 484–510 (2005)
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Ab Aziz, A., Treur, J., van der Wal, C.N. (2011). An Agent-Based Model for Integrated Contagion and Regulation of Negative Mood. In: Kinny, D., Hsu, J.Yj., Governatori, G., Ghose, A.K. (eds) Agents in Principle, Agents in Practice. PRIMA 2011. Lecture Notes in Computer Science(), vol 7047. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25044-6_9
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DOI: https://doi.org/10.1007/978-3-642-25044-6_9
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