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The Signal Importance of Noise

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  • Michael Macy
  • Milena Tsvetkova

Abstract

Noise is widely regarded as a residual category—the unexplained variance in a linear model or the random disturbance of a predictable pattern. Accordingly, formal models often impose the simplifying assumption that the world is noise-free and social dynamics are deterministic. Where noise is assigned causal importance, it is often assumed to be a source of inefficiency, unpredictability, or heterogeneity. We review recent sociological studies that are noteworthy for demonstrating the theoretical importance of noise for understanding the dynamics of a complex system. Contrary to widely held assumptions, these studies identify conditions in which noise can increase efficiency and predictability and reduce diversity. We conclude with a methodological warning that deterministic assumptions are not an innocent simplification.

Suggested Citation

  • Michael Macy & Milena Tsvetkova, 2015. "The Signal Importance of Noise," Sociological Methods & Research, , vol. 44(2), pages 306-328, May.
    • Handle: RePEc:sae:somere:v:44:y:2015:i:2:p:306-328
    DOI: 10.1177/0049124113508093
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    1. David Strang & Mary C. Still, 2004. "In search of the Èlite: revising a model of adaptive emulation with evidence from benchmarking team," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(2), pages 309-333, April.
    2. P.-A. Chiappori, 2002. "Testing Mixed-Strategy Equilibria When Players Are Heterogeneous: The Case of Penalty Kicks in Soccer," American Economic Review, American Economic Association, vol. 92(4), pages 1138-1151, September.
    3. W. Clark, 1991. "Residential preferences and neighborhood racial segregation: A test of the schelling segregation model," Demography, Springer;Population Association of America (PAA), vol. 28(1), pages 1-19, February.
    4. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    5. Gabriele Ruoff & Gerald Schneider, 2006. "Segregation in the Classroom," Rationality and Society, , vol. 18(1), pages 95-117, February.
    6. Zi-Lin He & Poh-Kam Wong, 2004. "Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis," Organization Science, INFORMS, vol. 15(4), pages 481-494, August.
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