Simulating Macro-Level Effects from Micro-Level Observations

References

• Autor DH, Katz LH, Kearney MS (2008) Trends in U.S. wage inequality: Revising the revisionists. Rev. Econom. Stat. 90(2):300–323.Crossref, Google Scholar
• Axelrod RM (1984) The Evolution of Cooperation (Basic Books, New York).Google Scholar
• Barabási AL, Albert R (1999) Emergence of scaling in random networks. Science 286(5439):509–512.Crossref, Google Scholar
• Bernstein E (2012) The transparency paradox: A role for privacy in organizational learning and operational control. Admin. Sci. Quart. 57(2):181–216.Crossref, Google Scholar
• Bloom N, Van Reenen J (2007) Measuring and explaining management practices across firms and countries. Quart. J. Econom. 122(4):1351–1408.Crossref, Google Scholar
• Brehmer B, Dörner D (1993) Experiments with computer-simulated microworlds: Escaping both the narrow straits of the laboratory and the deep blue sea of the field study. Comput. Human Behav. 9(2–3):171–184.Crossref, Google Scholar
• Burt RS (1992) Structural Holes: The Social Structure of Competition (Harvard University Press, Cambridge, MA).Crossref, Google Scholar
• Burt RS, Ronchi D (2007) Teaching executives to see social capital: Results from a field experiment. Soc. Sci. Res. 36(3):1156–1183.Crossref, Google Scholar
• Burton RM, Obel B (2011) Computational modeling for what-is, what-might-be, and what-should-be studies—And triangulation. Organ. Sci. 22(5):1195–1202.Link, Google Scholar
• Cable DM, Gino F, Staats B (2013) Breaking them in or eliciting their best? Reframing socialization around newcomer’s authentic self-expression. Admin. Sci. Quart. 58(1):1–36.Crossref, Google Scholar
• Castella JC, Trung TN, Boissau S (2005) Participatory simulation of land-use changes in the northern mountains of Vietnam: The combined use of an agent-based model, a role-playing game, and a geographic information system. Ecol. Soc. 10(1):Article 27.Crossref, Google Scholar
• Coen CA, Maritan CA (2011) Investing in capabilities: The dynamics of resource allocation. Organ. Sci. 22(1):99–117.Link, Google Scholar
• Cohen MD, March JG, Olsen JP (1972) A garbage can model of organizational choice. Admin. Sci. Quart. 17(1):1–25.Crossref, Google Scholar
• Colyvas JA, Maroulis S (2015) Moving from an exception to a rule: Analyzing mechanisms in emergence-based institutionalization. Organ. Sci. 26(2):601–621.Link, Google Scholar
• Davis DD, Holt CA (1993) Experimental Economics (Princeton University Press, Princeton, NJ).Google Scholar
• Davis JP, Eisenhardt KM, Bingham CB (2007) Developing theory through simulation methods. Acad. Management Rev. 32(2):480–499.Crossref, Google Scholar
• Duffy J (2006) Agent-based models and human subject experiments. Tesfatsion L, Judd KL, eds. Handbook of Computational Economics—Agent-Based Computational Economics, Vol. 2. Handbooks in Economics 13 (North-Holland, Amsterdam), 950–1011.Google Scholar
• Epstein J, Axtell R (1996) Growing Artificial Societies: Social Science From the Bottom Up (Brookings Institution Press/MIT Press, Cambridge, MA).Crossref, Google Scholar
• Epstein JM (1999) Agent-based computational models and generative social science. Generative Soc. Sci. Stud. Agent-Based Comput. Modeling 4(5):4–46.Google Scholar
• Finkel EJ, Eastwick PW, Reis HT (2015) Best research practices in psychology: Illustrating epistemological and pragmatic considerations with the case of relationship science. J. Personality Soc. Psych. 108(2):275–297.Crossref, Google Scholar
• Gilbert N, Troitzsch K (2005) Simulation for the Social Scientist (McGraw-Hill, Maidenhead, England, UK).Google Scholar
• Goldstein NJ, Cialdini R, Griskevicius V (2008) A room with a viewpoint: Using social norms to motivate environmental conservation in hotels. J. Consumer Res. 35(3):472–482.Crossref, Google Scholar
• Granovetter M (1974) Getting a Job: A Study of Contacts and Careers (Harvard University Press, Cambridge, MA).Google Scholar
• Grant AM, Hofmann DA (2011) It’s not all about me: Motivating hand hygiene among health care professionals by focusing on patients. Psych. Sci. 22(12):1494–1499.Crossref, Google Scholar
• Hedström P, Bearman P, eds. (2009) What is analytical sociology all about? An introductory essay. The Oxford Handbook of Analytical Sociology (Oxford University Press, Oxford, UK), 3–24.Google Scholar
• Holland JH (1995) Hidden Order: How Adaptation Builds Complexity (Basic Books, New York).Google Scholar
• Holland JH (2012) Signals and Boundaries: Building Blocks for Complex Adaptive Systems (MIT Press, Cambridge, MA).Google Scholar
• Hsee CK, Lowenstein G, Blount S, Bazerman MH (1999) Preference reversals between joint and separate evaluations of options: A review and theoretical analysis. Psych. Bull. 125(5):576–590.Crossref, Google Scholar
• Jackson PR (1988) Personal networks, support mobilization and unemployment. Psychol Med. 18(2):397–404.Crossref, Google Scholar
• Kahneman D, Tversky A (1984) Choices, values, and frames. Amer. Psychologist 39(4):341–350.Crossref, Google Scholar
• Kenrick D, Li NP, Butner J (2003) Dynamic evolutionary psychology: Individual decisions rules and emergent social norms. Psych. Rev. 110(1):3–28.Crossref, Google Scholar
• Kenworthy L (2014) Social Democratic America (Oxford University Press), New York).Google Scholar
• LeBaron B (2000) Agent-based computational finance: Suggested readings and early research. J. Econom. Dynam. Control 24(5):679–702.Crossref, Google Scholar
• Levitt S, List JA (2008) Homo economicus evolves. Science 319(5865):909–910.Crossref, Google Scholar
• Levin D, Walter J, Murnighan JK (2011) Dormant ties: The value of reconnecting. Organ. Sci. 22(4):923–939.Link, Google Scholar
• Lewandowsky S (1993) The rewards and hazards of computer simulations. Psych. Sci. 4(4):236–243.Crossref, Google Scholar
• Macy MW, Willer R (2002) From factors to actors: Computational sociology and agent-based modeling. Annual Rev. Sociol. 28:143–166.Crossref, Google Scholar
• Maloney CB, Schumer CE (2010) Income inequality and the Great Recession. Report, U.S. Congress Joint Economic Committee, Washington, DC.Google Scholar
• Menon T, Smith EB (2014) Identities in flux: Cognitive network activation in times of change. Soc. Sci. Res. 45:117–130.Crossref, Google Scholar
• Messick DM, Liebrand WB (1995) Individual heuristics and the dynamics of cooperation in large groups. Psych. Rev. 102(1):131–145.Crossref, Google Scholar
• Meyer BD, Sullivan JX (2013) Consumption and income inequality and the Great Recession. Amer. Econom. Rev. 103(3):178–183.Crossref, Google Scholar
• Milkman KL, Minson JA, Volpp KGM (2014) Holding the Hunger Games hostage at the gym: An evaluation of temptation bundling. Management Sci. 60(2):283–299.Link, Google Scholar
• Miller JH, Page SE (2009) Complex Adaptive Systems: An Introduction to Computational Models of Social Life (Princeton University Press, Princeton, NJ).Crossref, Google Scholar
• Mook DG (1983) In defense of external invalidity. Amer. Psych. 38:379–387.Crossref, Google Scholar
• Murnighan JK, Roth AE (2006) Some of the ancient history of experimental economics and social psychology: Reminiscences and analysis of a fruitful collaboration. De Cremer D, Zeelenberg M, Murnighan JK, eds. Social Psychology and Economics (Lawrence Erlbaum Associates, Mahwah, NJ), 321–333.Google Scholar
• Nowak A, Szamrej J, Latané B (1990) From private attitude to public opinion: A dynamic theory of social impact. Psych. Rev. 97(3):362–376.Crossref, Google Scholar
• Paluck EL (2009) Reducing intergroup prejudice and conflict using the media: A field experiment in Rwanda. J. Personality Soc. Psych. 96:574–587.Crossref, Google Scholar
• Paluck EL (2010) The promising integration of qualitative methods and field experiments. Ann. Amer. Acad. Political Sci. 628(1):59–71.Crossref, Google Scholar
• Pescosolido B (1992) Beyond rational choice: The social dynamics of how people seek help. Amer. J. Sociol. 97(4):1096–1138.Crossref, Google Scholar
• Putnam RD, Frederick CB, Snellman K (2012) Growing Class Gaps in Social Connectedness Among American Youth (Harvard Kennedy School of Government, Cambridge, MA).Google Scholar
• Railsback SF, Grimm V (2011) Agent-Based and Individual-Based Modeling: A Practical Introduction (Princeton University Press, Princeton, NJ).Google Scholar
• Rand W (2006) Machine learning meets agent-based modeling: When not to go to a bar. Macal CM, Sallach DL, North MJ, eds. Proceedings of the Agent 2006 Conference on Social Agents: Results and Prospects (Argonne National Laboratory and University of Chicago, Chicago), 51–59.Google Scholar
• Rand W, Rust RT (2011) Agent-based modeling in marketing: Guidelines for rigor. Internat. J. Res. Marketing 28(3):181–193.Crossref, Google Scholar
• Reardon SF, Bischoff K (2011) Income inequality and income segregation. Amer. J. Sociology 116(4):1092–1153.Crossref, Google Scholar
• Roth AE (1995) Introduction to experimental economics. Kagel J, Roth AE, eds. Handbook of Experimental Economics (Princeton University Press, Princeton, NJ), 3–109.Google Scholar
• Roth AE, Murnighan JK (1978) Equilibrium behavior and repeated play of the prisoner’s dilemma. J. Math. Psych. 17(2):189–198.Crossref, Google Scholar
• Schelling TC (1971) Dynamic models of segregation. J. Math. Sociol. 1(2):143–186.Crossref, Google Scholar
• Sharone O (2007) Constructing unemployed job seekers as professional workers: The depoliticizing work-game of job searching. Qualitative Sociol. 30(4):403–416.Crossref, Google Scholar
• Simon HA (1955) A behavioral model of rational choice. Quart J. Econom. 69(1):99–118.Crossref, Google Scholar
• Simon HA (1982) Models of Bounded Rationality (MIT Press, Cambridge, MA).Google Scholar
• Simon H (1987) Giving the soft sciences a hard shell. Boston Globe (May 3).Google Scholar
• Small ML (2013) Weak ties and the core discussion network: Why people regularly discuss important matters with unimportant alters. Soc. Networks 35(3):470–483.Crossref, Google Scholar
• Small ML, Pamphile VD, McMahan P (2015) How stable is the core discussion network? Soc. Networks 40:90–102.Crossref, Google Scholar
• Smith EB, Menon T, Thompson L (2012) Status differences in the cognitive activation of social networks. Organ. Sci. 23(1):67–82.Link, Google Scholar
• Smith SS (2005) Don’t put my name on it: Social capital activation and job-finding assistance among the black urban poor. Amer. J. Sociol. 111(1):1–57.Crossref, Google Scholar
• Srivastava SB (2015) Intraorganizational network dynamics in times of ambiguity. Organ. Sci. 26(5):1365–1380.Link, Google Scholar
• Srivastava SB, Banaji MR (2011) Culture, cognition, and collaborative networks in organizations. Amer. Sociol. Rev. 76(2):207–233.Crossref, Google Scholar
• Strube MJ (2005) What did Triplett really find? A contemporary analysis of the first experiment in social psychology. Amer. J. Psych. 118(2):271–286.Google Scholar
• Triplett N (1898) The dynamogenic factors in pacemaking and competition. Amer. J. Psych. 9(4):507–533.Crossref, Google Scholar
• Walter J, Levin D, Murnighan JK (2015) Reconnection choices: Selecting the most valuable (vs. most preferred) dormant ties. Organ. Sci. 26(5):447–465.Link, Google Scholar
• Wilensky U (1999) NetLogo, http://ccl.northwestern.edu/netlogo. Center for Connected Learning and Computer-Based Modeling, Northwestern University, Evanston, IL.Google Scholar
• Wilensky U, Rand W (2015) An Introduction to Agent-Based Modeling: Modeling Natural, Social and Engineered Complex Systems in NetLogo (MIT Press, Cambridge, MA).Google Scholar
• Yakubovich V (2005) Weak ties, information, and influence: How workers find jobs in a local Russian labor market. Amer. Sociol. Rev. 70(3):408–421.Crossref, Google Scholar