Learning in Networks: An Experiment on Large Networks with Real-World Features

References

• Acemoglu D, Dahleh MA, Lobel I, Ozdaglar A (2011) Bayesian learning in social networks. Rev. Econom. Stud. 78(4):1201–1236.Crossref, Google Scholar
• Agranov M, Gillen B, Persitz D (2023) Information Aggregation on Networks: An Experimental Study (Mimeo, New York).Google Scholar
• Aral S, Dhillon PS (2022) What (exactly) is novelty in networks? Unpacking the vision advantages of brokers, bridges, and weak ties. Management Sci., ePub ahead of print March 28, https://doi.org/10.1287/mnsc.2022.4377.Link, Google Scholar
• Bala V, Goyal S (1998) Learning from neighbours. Rev. Econom. Stud. 65(3):595–621.Crossref, Google Scholar
• Bala V, Goyal S (2001) Conformism and diversity under social learning. Econom. Theory 17(1):101–120.Crossref, Google Scholar
• Barabási AL, Albert R (1999) Emergence of scaling in random networks. Science 286(5439):509–512.Crossref, Google Scholar
• Becker J, Brackbill D, Centola D (2017) Network dynamics of social influence in the wisdom of crowds. Proc. Natl. Acad. Sci. USA 114(26):E5070–E5076.Crossref, Google Scholar
• Becker J, Porter E, Centola D (2019) The wisdom of partisan crowds. Proc. Natl. Acad. Sci. USA 116(22):10717–10722.Crossref, Google Scholar
• Benjamini I, Chan SO, O’Donnell R, Tamuz O, Tan LY (2016) Convergence, unanimity and disagreement in majority dynamics on unimodular graphs and random graphs. Stochastic Processes Their Appl. 126(9):2719–2733.Crossref, Google Scholar
• Breza E (2016) Field experiments, social networks and development. Bramoulle Y, Galeotti A, Rogers B, eds. Oxford Handbook of the Economics of Networks (Oxford University Press, Oxford, UK), 412–439.Google Scholar
• Chandrasekhar AG, Larreguy H, Xandri JP (2020) Testing models of social learning on networks: Evidence from two experiments. Econometrica 88(1):1–32.Crossref, Google Scholar
• Choi S, Gale D, Kariv S (2005) Behavioral Aspects of Learning in Social Networks: An Experimental Study (Emerald Group Publishing Limited, Bingley, UK).Google Scholar
• Choi S, Gallo E, Kariv S (2016) Networks in the laboratory. Bramoulle Y, Galeotti A, Rogers B, eds. Oxford Handbook of the Economics of Networks (Oxford University Press, Oxford, UK), 440–478.Google Scholar
• Currarini S, Jackson MO, Pin P (2009) An economic model of friendship: Homophily, minorities, and segregation. Econometrica 77(4):1003–1045.Crossref, Google Scholar
• DeGroot MH (1974) Reaching a consensus. J. Amer. Statist. Assoc. 69(345):118–121.Crossref, Google Scholar
• DeMarzo PM, Vayanos D, Zwiebel J (2003) Persuasion bias, social influence, and unidimensional opinions. Quart. J. Econom. 118(3):909–968.Crossref, Google Scholar
• Fréchette GR (2012) Session-effects in the laboratory. Experiment. Econom. 15(3):485–498.Crossref, Google Scholar
• Frey V, Van de Rijt A (2021) Social influence undermines the wisdom of the crowd in sequential decision making. Management Sci. 67(7):4273–4286.Link, Google Scholar
• Gale D, Kariv S (2003) Bayesian learning in social networks. Games Econom. Behav. 45(2):329–346.Crossref, Google Scholar
• Golub B, Jackson MO (2010) Naive learning in social networks and the wisdom of crowds. Amer. Econom. J. Microeconomics 2(1):112–149.Crossref, Google Scholar
• Golub B, Sadler E (2016) Learning in social networks. Bramoulle Y, Galeotti A, Rogers B, eds. Oxford Handbook of the Economics of Networks (Oxford University Press, Oxford, UK), 504–542.Google Scholar
• Goyal S (2023) Networks: An Economics Approach (MIT Press, Cambridge, MA).Google Scholar
• Grimm V, Mengel F (2020) Experiments on belief formation in networks. J. Eur. Econom. Assoc. 18(1):49–82.Crossref, Google Scholar
• Kearns M, Judd S, Vorobeychik Y (2012) Behavioral experiments on a network formation game. Proc. 13th ACM Conf. Electronic Commerce (ACM, New York), 690–704.Google Scholar
• McPherson M, Smith-Lovin L, Cook JM (2001) Birds of a feather: Homophily in social networks. Annual Rev. Sociol. 27(1):415–444.Crossref, Google Scholar
• Mobius M, Phan T, Szeidl A (2015) Treasure hunt: Social learning in the field. NBER Working Paper No. 21014, National Bureau of Economic Research, Cambridge, MA.Google Scholar
• Mohnen M (2022) Stars and brokers: Knowledge spillovers among medical scientists. Management Sci. 68(4):2513–2532.Link, Google Scholar
• Mossel E, Sly A, Tamuz O (2014) Asymptotic learning on Bayesian social networks. Probab. Theory Related Fields 158(1–2):127–157.Crossref, Google Scholar
• Newman M (2018) Networks (Oxford University Press, Oxford, UK).Crossref, Google Scholar
• Saxenian A (1996) Regional Advantage: Culture and Competition in Silicon Valley and Route 128 (Harvard University Press, Cambridge, MA).Crossref, Google Scholar