Complexity and emperical economics
This article explores the state of interplay between recent efforts to introduce complex systems methods into economics and the understanding of empirical phenomena. The empirical side of economic complexity may be divided into three general branches: historical studies, the identification of power and scaling laws, and analyses of social interactions. I argue that, while providing useful 'stylised facts', none of these empirical approaches has produced compelling evidence that economic contexts exhibit the substantive microstructure or properties of complex systems. This failure reflects inadequate attention to identification problems. Identification analysis should therefore be at the centre of future work on the empirics of complexity. Copyright 2005 Royal Economic Society.
(This abstract was borrowed from another version of this item.)
|Date of creation:||2003|
|Date of revision:|
|Contact details of provider:|| Postal: UNIVERSITY OF WISCONSIN MADISON, SOCIAL SYSTEMS RESEARCH INSTITUTE(S.S.R.I.), MADISON WISCONSIN 53706 U.S.A.|
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Daniel Aaronson, 1996.
"Using sibling data to estimate the impact of neighborhoods on children' s educational outcomes,"
Working Paper Series, Macroeconomic Issues
WP-96-19, Federal Reserve Bank of Chicago.
- Daniel Aaronson, 1998. "Using Sibling Data to Estimate the Impact of Neighborhoods on Children's Educational Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 915-946.
- Daniel Aaronson, . "Using Sibling Data to Estimate the Impact of Neighborhoods on Children's Educational Outcomes," IPR working papers 95-20, Institute for Policy Resarch at Northwestern University.
- Stephen E. Margolis & S.J. Liebowitz, .
"Path Dependence, Lock-in and History,"
Working Paper Series
10, North Carolina State University, Department of Economics.
- Paul A. David, 1999.
"At last, a remedy for chronic QWERTY-skepticism!,"
99025, Stanford University, Department of Economics.
- Schelling, Thomas C, 1969. "Models of Segregation," American Economic Review, American Economic Association, vol. 59(2), pages 488-93, May.
- Manski, C.F., 1992. "Identification Problems in the Social Sciences," Working papers 9217, Wisconsin Madison - Social Systems.
- S. N. Durlauf, .
"A Framework for the Study of Individual Behavior and Social Interactions,"
Institute for Research on Poverty Discussion Papers
1220-01, University of Wisconsin Institute for Research on Poverty.
- Durlauf,S.N., 2000. "A framework for the study of individual behavior and social interactions," Working papers 16, Wisconsin Madison - Social Systems.
- Brock,W.A. & Durlauf,S.N., 2000.
"Discrete choice with social interactions,"
7, Wisconsin Madison - Social Systems.
- Puffert, Douglas J., 2002. "Path Dependence in Spatial Networks: The Standardization of Railway Track Gauge," Explorations in Economic History, Elsevier, vol. 39(3), pages 282-314, July.
- Nunes Amaral, Luís A & Buldyrev, Sergey V & Havlin, Shlomo & Maass, Philipp & Salinger, Michael A & Eugene Stanley, H & Stanley, Michael H.R, 1997. "Scaling behavior in economics: The problem of quantifying company growth," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 244(1), pages 1-24.
- Brock,W.A. & Durlauf,S.N., 2003.
"Multinomial choice with social interactions,"
1, Wisconsin Madison - Social Systems.
- H. Peyton Young & Mary A. Burke, 2001. "Competition and Custom in Economic Contracts: A Case Study of Illinois Agriculture," American Economic Review, American Economic Association, vol. 91(3), pages 559-573, June.
- W. A. Brock, 1993.
"Pathways to Randomness in the Economy: Emergent Nonlinearity and Chaos in Economics and Finance,"
93-02-006, Santa Fe Institute.
- William A. Brock, 1993. "Pathways to randomness in the economy: Emergent nonlinearity and chaos in economics and finance," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 8(1), pages 3-55.
- Sornette, Didier, 1998. "Linear stochastic dynamics with nonlinear fractal properties," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 250(1), pages 295-314.
- Evans, William N & Oates, Wallace E & Schwab, Robert M, 1992. "Measuring Peer Group Effects: A Study of Teenage Behavior," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 966-91, October.
- Paul A. David, 1997.
"Path Dependence and the Quest for Historical Economics: One More chorus of Ballad of QWERTY,"
Oxford University Economic and Social History Series
_020, Economics Group, Nuffield College, University of Oxford.
- Paul David, 1997. "Path Dependence and the Quest for Historical Economics: One More chorus of Ballad of QWERTY," Economics Series Working Papers 1997-W20, University of Oxford, Department of Economics.
- H. E. Stanley & V. Plerou, 2001. "Scaling and universality in economics: empirical results and theoretical interpretation," Quantitative Finance, Taylor & Francis Journals, vol. 1(6), pages 563-567.
- Canning, D. & Amaral, L. A. N. & Lee, Y. & Meyer, M. & Stanley, H. E., 1998. "Scaling the volatility of GDP growth rates," Economics Letters, Elsevier, vol. 60(3), pages 335-341, September.
- Aizer, Anna & Currie, Janet, 2004.
"Networks or neighborhoods? Correlations in the use of publicly-funded maternity care in California,"
Journal of Public Economics,
Elsevier, vol. 88(12), pages 2573-2585, December.
- Anna Aizer & Janet Currie, 2002. "Networks or Neighborhoods? Correlations in the Use of Publicly-Funded Maternity Care in California," NBER Working Papers 9209, National Bureau of Economic Research, Inc.
- Paul A. David, .
"Path Dependence, its critics, and the quest for 'historical economics',"
00011, Stanford University, Department of Economics.
- Paul A.David, 2005. "Path dependence, its critics and the quest for ‘historical economics’," Economic History 0502003, EconWPA.
- B. B. Mandelbrot, 2001. "Stochastic volatility, power laws and long memory," Quantitative Finance, Taylor & Francis Journals, vol. 1(6), pages 558-559.
- Edward E. Glaeser & Bruce Sacerdote & Jose A. Scheinkman, 1995.
"Crime and Social Interactions,"
Harvard Institute of Economic Research Working Papers
1738, Harvard - Institute of Economic Research.
- Cowan, Robin & Gunby, Philip, 1996. "Sprayed to Death: Path Dependence, Lock-In and Pest Control Strategies," Economic Journal, Royal Economic Society, vol. 106(436), pages 521-42, May.
- Brock, W A, 1999. "Scaling in Economics: A Reader's Guide," Industrial and Corporate Change, Oxford University Press, vol. 8(3), pages 409-46, September.
- Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," Review of Economic Studies, Oxford University Press, vol. 60(3), pages 531-542.
- Lux, T. & M. Marchesi, . "Scaling and Criticality in a Stochastic Multi-Agent Model of a Financial Market," Discussion Paper Serie B 438, University of Bonn, Germany, revised Jul 1998.
- Katz, Michael L & Shapiro, Carl, 1986. "Technology Adoption in the Presence of Network Externalities," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 822-41, August.
- Joseph Farrell & Garth Saloner, 1984.
"Standardization, Compatibility and Innovation,"
345, Massachusetts Institute of Technology (MIT), Department of Economics.
- Liebowitz, S J & Margolis, Stephen E, 1990. "The Fable of the Keys," Journal of Law and Economics, University of Chicago Press, vol. 33(1), pages 1-25, April.
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