Journal on Policy & Complex Systems Volume 3, Issue 2 | Page 190

Simulating Heterogeneous Farmer Behaviors
sion since the decision process of farmers is likely different from that of students . However , one also needs to note that the farmers may treat the experiment as a pre-policy evaluation and therefore behave strategically in hopes to influence policy makers ( Suter & Vossler , 2013 ).
There have been very few articles in the literature trying to integrate experiments and agent-based modeling even though the integration would benefit both fields . This could probably largely be attributed to the interdisciplinary nature of the field , and the challenge to build a credible link between the two . The method in our study could be used as a framework to combine these two fields and help motivate future research in this area .
References
Allcott , H . ( 2011 ). Social norms and energy conservation . Journal of Public Economics , 95 ( 9 ), 1082 – 1095 .
An , L . ( 2012 ). Modeling human decisions in coupled human and natural systems : Review of agent-based models . Ecological Modelling , 229 , 25 – 36 .
Axelrod , R . M . ( 1997 ). The complexity of cooperation : Agent-based models of competition and collaboration . Princeton , NJ : Princeton University Press .
Axtell , R . L ., Epstein , J . M ., Dean , J . S ., Gumerman , G . J ., Swedlund , A . C ., Harburger , J ., ... & Parker , M . ( 2002 ). Population growth and collapse in a multiagent model of the Kayenta Anasazi in Long House Valley . Proceedings of the National Academy of Sciences of the USA , 99 ( 3 ), 7275 – 7279 .
Cummings , R . G ., Holt , C . A ., & Laury , S . K . ( 2004 ). Using laboratory experiments for policymaking : An example from the Georgia irrigation reduction auction . Journal of Policy Analysis and Management , 23 ( 2 ), 341 – 363 .
Dia , H . ( 2002 ). An agent-based approach to modelling driver route choice behaviour under the influence of real-time information . Transportation Research Part C : Emerging Technologies , 10 ( 5 ), 331 – 349 .
Duffy , J . ( 2006 ). Agent-based models and human subject experiments . Handbook of computational economics , 2 , 949 – 1011 .
Evans , T . P ., Sun , W ., & Kelley , H . ( 2006 ). Spatially explicit experiments for the exploration of land-use decision-making dynamics . International Journal of Geographical Information Science , 20 ( 9 ), 1013 – 1037 .
Farmer , J . D ., & Foley , D . ( 2009 ). The economy needs agent-based modelling . Nature , 460 ( 7256 ), 685 – 686 .
Ferraro , P . J ., & Price , M . K . ( 2013 ). Using nonpecuniary strategies to influence behavior : Evidence from a large-scale field experiment . Review of Economics and Statistics , 95 ( 1 ), 64 – 73 .
Festinger , L . ( 1954 ). A theory of social comparison processes . Human Relations , 7 ( 2 ), 117 – 140 .
Fooks , J . R ., Higgins , N ., Messer , K . D ., Duke , J . M ., Hellerstein , D ., & Lynch , L . ( 2016 ). Conserving spatially explicit benefits in ecosystem service markets : Experimental tests of network bonuses and spatial targeting . American Journal of Agricultural Economics , 98 ( 2 ), 468 – 488 .
186