Beyond Gaussian averages: redirecting international business and management research toward extreme events and power laws

@article{Andriani2007BeyondGA,
  title={Beyond Gaussian averages: redirecting international business and management research toward extreme events and power laws},
  author={Pierpaolo Andriani and Bill McKelvey},
  journal={Journal of International Business Studies},
  year={2007},
  volume={38},
  pages={1212-1230}
}
Practicing managers live in a world of ‘extremes’, but international business and management research is based on Gaussian statistics that rule out such extremes. On occasion, positive feedback processes among interactive data points cause extreme events characterized by power laws. They seem ubiquitous; we list 80 kinds of them – half each among natural and social phenomena. We use imposed tension and Per Bak's ‘self-organized criticality’ to argue that Pareto-based science and statistics… 
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References

SHOWING 1-10 OF 225 REFERENCES
Beyond Gaussian Averages: Redirecting Management Research Toward Extreme Events and Power Laws
Practicing managers live in a world of ‘extremes’ but management research is based on Gaussian statistics that rule out those extremes. On occasion, deviation amplifying mutual causal processes among…
Scaling behaviour in the growth of companies
A SUCCESSFUL theory of corporate growth should include both the external and internal factors that affect the growth of a company1–18. Whereas traditional models emphasize production-related…
Organizing Far from Equilibrium: Nonlinear Change in Organizational Fields
TLDR
It is argued that ingrained assumptions and habituated methodologies dissuade organizational scientists from grappling with problems to which these ideas and tools do not apply, and suggests new intellectual perspectives and methodological heuristics that may facilitate investigation of fields that are far from equilibrium.
On the Edge: Heeding the Warnings of Unusual Events
When organizations pay inadequate attention to unusual events, the possibility of breaching a safety barrier increases. With hindsight it often appears that full advantage is not taken of what is…
Policy analysis from first principles
  • S. Moss
  • Economics
    Proceedings of the National Academy of Sciences of the United States of America
  • 2002
TLDR
The argument of this paper is predicated on the view that social science should start with observation and the specification of a problem to be solved, and that adaptive agent modeling is an effective substitute when embedded in a wider policy analysis procedure.
WHY STOCK MARKETS CRASH
TLDR
This essay attempts to capture and extend the essence of the book with the same title, which explains large-scale collective behavior, and predicts that financial crashes and depressions are intrinsic properties resulting from the repeated nonlinear interactions between investors.
Postmodernism vs . Truth in Management Theory
Those of us who study organizations and are professors of management work on the front lines, so to speak, where the beliefs we have about how to improve managerial performance get passed directly on…
The practitioner‐researcher divide in Industrial, Work and Organizational (IWO) psychology: Where are we now, and where do we go from here?
There is current concern that the researcher, or academic, and the practitioner wings of our discipline are moving further apart. This divergence is likely to result in irrelevant theory and in…
Power laws, Pareto distributions and Zipf's law
Learning from Complexity: Effects of Prior Accidents and Incidents on Airlines' Learning
Using data on accidents and incidents experienced by U.S. commercial airlines from 1983 to 1997, we investigated variation in firm learning by examining whether firms learn more from errors with…
...
1
2
3
4
5
...