Conditions of Depleting Offender Behavior in Volunteering Dilemma: An Agent-Based Simulation Study

In this paper, an agent-based model of bystanders effect on volunteering in a crime situation is presented. The model is pivoted on the results of a game-theoretic experimentation of the volunteering dilemma [18], emphasizing the role of guilt in increasing the volunteering tendency. An analytical model of bystanders effect on volunteering [8] is extended so that it incorporates multiple interventions and changes in agents’ beliefs to be used in subsequent interactions. However, the main contribution is the model extension including the guilt propagation, subsequently responsible for increases in volunteering tendency. We also introduce a new model of offender behavior, that operates in conjunction with the model of volunteering. The model is simulated asking interesting “what-if” questions with particular focus on decreasing offending tendencies. The results of the simulation reveal that, the model we have proposed, validates the theoretical foundations of bystanders effect on volunteering and importance of guilt in increasing the volunteering tendency.

[1]  Graham Farrell,et al.  Police performance measurement: an annotated bibliography , 2015 .

[2]  Pierpaolo Battigalli,et al.  Dynamic Psychological Games , 2005 .

[3]  Anand S. Rao,et al.  Modeling Rational Agents within a BDI-Architecture , 1997, KR.

[4]  John E. Eck,et al.  Simulating Crime Events and Crime Patterns in a RA/CA Model , 2005 .

[5]  Wojtek Przepiorka,et al.  “Take One for the Team!”: Individual Heterogeneity and the Emergence of Latent Norms in a Volunteer’s Dilemma , 2016 .

[6]  B. Latané,et al.  Ten years of research on group size and helping Psychological Bulletin Vol 89 , 1981 .

[7]  Elizabeth R. Groff,et al.  ‘Situating’ Simulation to Model Human Spatio‐Temporal Interactions: An Example Using Crime Events , 2007, Trans. GIS.

[8]  A. Diekmann Volunteer's Dilemma , 1985 .

[9]  J. Geanakoplos,et al.  Psychological games and sequential rationality , 1989 .

[10]  Charlotte Gerritsen,et al.  Agent-based modelling as a research tool for criminological research , 2015 .

[11]  Tibor Bosse,et al.  Social Simulation and Analysis of the Dynamics of Criminal Hot Spots , 2010, J. Artif. Soc. Soc. Simul..

[12]  Martin Dufwenberg,et al.  Promises and Partnership , 2006 .

[13]  Helder Coelho,et al.  Agent-based Modeling of Social Conflict, Civil Violence and Revolution: State-of-the-art-review and Further Prospects , 2013, EUMAS.

[14]  Elizabeth R. Groff,et al.  Simulation for Theory Testing and Experimentation: An Example Using Routine Activity Theory and Street Robbery , 2007 .

[15]  G. Nigel Gilbert,et al.  Agent-Based Models , 2007 .

[16]  Antony Stephen Reid Manstead,et al.  On the relationship between responsibility and guilt: antecedent appraisal or elaborated appraisal? , 2007 .

[17]  Andrea L. Bertozzi,et al.  Geographical influences of an emerging network of gang rivalries , 2011 .

[18]  Helder Coelho,et al.  On Legitimacy Feedback Mechanisms in Agent‐Based Modeling of Civil Violence , 2016, Int. J. Intell. Syst..