Abstract
Thanks to continually developing information technology, experimental research in economics can be performed with increasingly more powerful support of computers. One of such computer methods that facilitate laboratory economics experiments is computer simulation. The analysis of properties of computer simulation used as a research method helps us distinguish two elementary directions of its applications in experimental economics: it can support or replace traditional lab experiments. These trends are the subject of the analysis in this chapter.
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Abrams D (2009) Learning about real economics in virtual worlds. http://economics.rutgers.edu/dmdocuments/DavidAbrams1.pdf. Accessed 4 Mar 2015
Atlas S (2008) Inductive metanomics: economic experiments in virtual worlds. J Virtual World Res 1(1):1–15
Atlas S, Putterman L (2010) Trust among the avatars: a virtual world experiment, with and without textual and visual cues. Working Papers. Brown University. http://www.brown.edu/academics/economics/sites/brown.edu.academics.economics/files/uploads/2010-18_paper.pdf. Accessed 4 Mar 2015
Axelrod R (1997) Advancing the art of simulation in social science. In: Conte R, Hegsel-mann R, Terna P (eds) Simulating social phenomena. Springer, Berlin, pp 21–40
Bainbridge WS (2007) The scientific research potential of virtual worlds. Science 317:472–476
Banks J, Carson J, Nelson B, Nicol D (2005) Discrete-event system simulation, 4th edn. Pearson, Upper Saddle River, NJ
Barberousse A, Franceschelli S, Imbert C (2008) Computer simulations as experiments. Synthese 169(3):557–574
Behdani B (2012) Evaluation of paradigms for modeling supply chains as complex socio-technical systems. In: Proceedings of the 2012 Simulation Conference WSC. Huntington, California, 9–12 December 2012, pp 1–15. doi:10.1109/WSC.2012.6465109
Bloomfield R (2007) Worlds for study: invitation. Working Paper. Cornell University. http://papers.ssrn.com/sol3/papers.cfm?abstract_id=988984. Accessed 18 January 2015
Borshchev A (2013) The big book of simulation modelling. Anylogic, North America
Castronova E (2001) Virtual worlds: a first-hand account of market and society on the cyberian frontier. CESifo Working Paper Series 618. http://ssrn.com/abstract=294828. Accessed 18 Jul 2015
Castronova E (2006) On the research value of large games: natural experiments in Norrath and Camelot. Games Cult 1(2):163–186
Castronova E (2008) A test of the law of demand in a virtual world: exploring the petri dish approach to social science. CESifo Working Paper Series 2355. http://ssrn.com/abstract=1173642. Accessed 18 Jul 2015
Chesney T, Chuah SH, Hoffmann R (2009) Virtual world experimentation: an exploratory study. J Econ Behav Organ 72:618–635
Classroom Aid (2012) Business simulation games could build hands-on business experience. http://classroom-aid.com/2012/11/09/15-business-simulation-games-could-build-hands-on-business-experience/. Accessed 18 Jan 2015
de Freitas S (2008) Serious virtual worlds. A scoping study. Serious Games Institute Cov-entry University Enterprises Ltd. http://webarchive.nationalarchives.gov.uk/. Accessed 18 Jan 2015
Duffy J (2011) Trust in second life. South Econ J 78(1):53–62
Epstein JM, Axtell R (1996) Growing artificial societies. MIT Press, Cambridge
Fiedler M (2009) Cooperation in virtual worlds. Schmalenbach Bus Rev 61(2):173–194
Fiedler M, Haruvy E (2009) The lab versus the virtual lab and virtual field – an experimental investigation of trust games with communication. J Econ Behav Organ 72:716–724
Fiedler M, Haruvy E, Xin Li S (2011) Social distance in a virtual world experiment. Games Econ Behav 72:400–426
Fishman GS (1981) Symulacja komputerowa. Pojęcia i metody. PWE, Warszawa
Fontana M (2006) Simulation in economics: evidence on diffusion and communication. J Artif Soc Soc Simul 9(2):8, http://jasss.soc.surrey.ac.uk/9/2/8.html. Accessed 17 Jul 2015
Forrester JW (1961) Industrial dynamics. MIT Press, Cambridge
Franklin A (1990) Experiment, right or wrong. Cambridge University Press, Cambridge
Frigg R, Reiss J (2009) The philosophy of simulation: hot new issues or same old stew? Synthese 169(3):593–613. doi:10.1007/s11229-009-9577-x
Füllbrunn S, Richwien K, Sadrieh A (2011) Trust and trustworthiness in anonymous virtual worlds. J Media Econ 24(1):48–63
Gilbert N, Troitzsch KG (1999) Simulation for the social scientist. Open University Press, Milton Keynes
Girvan C (2013) What is a virtual world? Definition and classification. Technical Report. Trinity College, Dublin
Gordon G (1974) Symulacja systemów. WNT, Warszawa
Greiner B, Caravella M, Roth AE (2014) Is avatar-to-avatar communication as effective as face-to-face communication? An Ultimatum Game experiment in First and Second Life. J Econ Behav Organ 108:374–382
Grimm V, Railsback S (2005) Individual-based modeling and ecology. Princeton University Press, Princeton
Grossklags J (2007) Experimental economics and experimental computer science: a survey. In: Proceedings of the Workshop on Experimental Computer Science (ExpCS'07), Part of ACM Federated Computer Research Conference, San Diego, 13–14 June. doi:10.1145/1281700.1281711
Grüne-Yanoff T, Weirich P (2011) The philosophy and epistemology of simulation: a review. Simul Gaming 41(1):20–50. doi:10.1177/1046878109353470
Guala F (2002) Models, simulations, and experiments. In: Magnani L, Nersessian NJ (eds) Model-based reasoning: science, technology, values. Kluwer Academic Publishers, New York, pp 59–74
Guala F (2005) The methodology of experimental economics. Cambridge University Press, Cambridge
Hacking I (1983) Representing and intervening: introductory topics in the philosophy of natural science. Cambridge University Press, Cambridge
Hughes R (1999) The Ising Model, computer simulation, and universal physics. In: Morgan M, Morrison M (eds) Models as mediators. Cambridge University Press, Cambridge
Humphreys P (1991) Computer simulations. In: Fine A, Forbes M, Wessels L (eds) PSA 1990. Philosophy of Science Association, East Lansing, pp 497–506
Humphreys P (2004) Extending ourselves: computational science, empiricism, and scientific method. Oxford University Press, New York
Ihde D (2006) Models, models everywhere. In: Kuppers G, Lenhard J, Shinn T (eds) Simulation: pragmatic construction of reality, vol 25, Sociology of the Sciences Yearbook. Springer, Heidelberg, pp 79–86
Innocenti A (2013) Economic experiments in low immersive virtual environments. A methodological assessment. In: IV Joint Workshop Rutgers-Siena on Cognitive Sciences. Rutgers University Center for Cognitive Sciences, 21 May 2013. http://ruccs.rutgers.edu/tempdocs/Innocenti_Paper_Confirmed.pdf. Accessed 18 Jan 2015
Kock N (2009) E-collaboration and e-commerce in virtual worlds: The Potential of Second Life and World of Warcraft. In: Lytras M, Tennyson R, Ordóñez de Pablos P (eds) Knowledge networks: the social software perspective. Information Science Reference, Hershey, pp 308–319
Kopczewski T (2010) Eksperymenty ekonomiczne on-line w nauczaniu oraz w badaniach społecznych. In: Dąbrowski M, Zając M (eds) E-learning w szkolnictwie wyższym – po-tencjał i wykorzystanie. Fundacja Promocji i Akredytacji Kierunków Ekonomicznych, Warszawa, pp 63–71
Korb KB, Mascaro S (2009) The philosophy of computer simulation. In: Glymour C, Wei W, Westerstahl D (eds) Logic, methodology and philosophy of science: proceedings of the thirteenth international congress. College Publications, London, pp 306–325
Kowal P, Kopczewski T, Borowski R (2008) Oprogramowanie do tworzenia eksperymentów ekonomicznych online. Ekonomia 21:79–100
Łatuszyńska M (2008) Symulacja komputerowa dynamiki systemów. Wydawnictwo PWSZ w Gorzowie Wielkopolskim, Gorzów Wielkopolski
Łatuszyńska M (2012) Computer simulation methods in economics and management. Actual Prob Econ 5(2):174–175
Łatuszyńska M, Nermend K (2008) Badania marketingowe w Internecie przy użyciu sy-mulatora. In: Szewczyk A, Krok E (eds) Fenomen Internetu. Wydawnictwo Naukowe Uniwersytetu Szczecińskiego, Szczecin, pp 515–521
Morgan M (2002) Model experiments and models in experiments. In: Magnani L, Nerses-sian N (eds) Model-based reasoning: science, technology, values. Kluwer, New York, pp 41–58
Morgan M (2003) Experiments without material intervention: model experiments, virtual experiments and virtually experiments. In: Radder H (ed) The philosophy of scientific experimentation. University of Pittsburgh Press, Pittsburgh, pp 216–235
Morgan M (2005) Experiments versus models: new phenomena, inference and surprise. J Econ Methodol 12(2):317–329
Morrison M (2009) Models, measurement and computer simulation: the changing face of experimentation. Philos Stud 143(1):33–57
Morrison M, Fontenla M (2013) Price convergence in an online virtual world. Empir Econ 44(3):1053–1064
Naylor TH, Burdick DS et al (1967) Computer simulation experiments with economic systems: the problem of experimental design. J Am Stat Assoc 62(320):1315–1337
Nicklisch A, Salz T (2008) Reciprocity and status in a virtual field experiment. Preprints of the Max Planck Institute for Research on Collective Goods, Bonn, http://www.coll.mpg.de/pdf_dat/2008_37online.pdf. Accessed 18 Jan 2015
North MJ, Macal CM (2007) Managing business complexity - discovering strategic solutions with agent-based modeling and simulation. Oxford University Press, New York
Norton S, Suppe F (2000) Why atmospheric modeling is good science. In: Miller C, Ed-wards P (eds) Changing the atmosphere: expert knowledge and environmental governance. MIT Press, Cambridge
Nowak M (ed) (2009) Symulacja sieci komputerowych. IITiS PAN, Gliwice
Olds N (2011) Virtual economics: research tools for economists. Economics - Research Papers, University of Ottawa
Parke EC (2014) Experiments, simulations, and epistemic privilege. Philos Sci 81(4):516–536
Parker WS (2009) Does matter really matter? Computer simulations, experiments, and materiality. Synthese 169(3):483–496
Peck SL (2004) Simulation as experiment: a philosophical reassessment for biological modeling. Trends Ecol Evol 19(10):530–534
Peschard I (2012) Is simulation an epistemic substitute for experimentation? In: Valenti S (ed) Simulations and networks. Hermann, Paris
Pidd M (1998) Computer simulation in management science, 4th edn. Wiley, Chichester
Poszewiecki A, Bizon W, Kulawczuk P (eds) (2012) Symulacje menedżerskie i studia przypadków. Wydawnictwo Uniwersytetu Gdańskiego, Gdańsk
Radder H (ed) (2003) The philosophy of scientific experimentation. University of Pittsburgh Press, Pitsburg
Ranker (2015) The best economic simulation games of all time. http://www.ranker.com/list/all-economic-simulations-list/reference?page=2. Accessed 18 Jan 2015
Reiss J (2011) A Plea for (good) simulations: nudging economics toward an experimental science. Simul Gaming 42(2):243–264
Reiss J (2008) Error in economics: towards a more evidence-based methodology. Routledge, London
Rizzi P, Woźniakiewicz J (2008) Perspektywy zastosowania gier symulacyjnych w eduka-cji –teoria i praktyka. Homo Communicativus 3(5):57–63
Roush S (2014) The epistemic superiority of experiment to simulation. In: Philosophy of Scientific Experimentation 4 (PSX4). Center for Philosophy of Science, University of Pittsburgh, Pittsburgh, 11–12 April
Simon HA (1969) The sciences of the artificial. MIT Press, Cambridge
Spann M, Hinz O, Hann I, Skiera B (2010) Decision making in virtual worlds: an experimental test of altruism, fairness and presence, Research Paper, 18th European Conference on Information Systems (ECIS). Pretoria, South Africa, 7–9 June 2010
Sterman J (2014) Interactive web-based simulations for strategy and sustainability: the MIT Sloan Learning Edge Management Flight Simulators, Part II. Syst Dyn Rev 30(3):206–231
Tolk A, Heath BL, Ihrig M, Padilla JJ, Page EH, Suarez ED, Szabo C, Weirich P, Yilmaz L (2013) Epistemology of modeling and simulation. In: Proceedings of the 2013 Simulation Conference WSC. Washington, 8–11 December 2013, pp 1152–1166. doi:10.1109/WSC.2013.6721504
Twieg P, McCabe K (2014) The determinants of territorial property rights in a spatial commons experiment. Working Paper No. 14-40. George Mason University, Department of Economics. Available at SSRN: http://ssrn.com/abstract=2503260
Vallverdú J (2014) What are simulations? An epistemological approach. Procedia Technol 13:6–15
Wawrzeńczyk-Kulik M (2013) Symulacyjna gra decyzyjna jako narzędzie wspomagające nauczanie w ramach przedmiotu “Podstawy przedsiębiorczości”. Ekonomia 6(1):303–321
Weber M (2004) Philosophy of experimental biology. Cambridge University Press, Cambridge
Weisberg M (2013) Simulation and similarity, using models to understand the world. Oxford University Press, Oxford
Wiącek-Janka E (2011) Games & decisions. Poznań University of Technology, Poznań
Winsberg E (1999) Sanctioning models: the epistemology of simulation. Sci Context 12:275–292. doi:10.1017/s0269889700003422
Winsberg E (2001) Simulations, models, and theories: complex physical systems and their representations. Philos Sci 68(3):442–454
Winsberg E (2003) Simulated experiments: methodology for a virtual world. Philos Sci 70(1):105–125
Winsberg E (2009) A tale of two methods. Synthese 169(3):575–592
Winsberg E (2010) Science in the age of computer simulation. University of Chicago Press, Chicago
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Łatuszyńska, M. (2016). Experimental Research in Economics and Computer Simulation. In: Nermend, K., Łatuszyńska, M. (eds) Selected Issues in Experimental Economics. Springer Proceedings in Business and Economics. Springer, Cham. https://doi.org/10.1007/978-3-319-28419-4_11
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