Fragile, Yet Resilient : Adaptive Decline in a Collaboration Network of Firms

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2020
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Schweitzer, Frank
Casiraghi, Giona
Tomasello, Mario V.
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Frontiers in Applied Mathematics and Statistics. Frontiers. 2020, 7, 634006. eISSN 2297-4687. Available under: doi: 10.3389/fams.2021.634006
Zusammenfassung

The dynamics of collaboration networks of firms follow a life cycle of growth and decline. That does not imply they also become less resilient. Instead, declining collaboration networks may still have the ability to mitigate shocks from firms leaving and to recover from these losses by adapting to new partners. To demonstrate this, we analyze 21.500 R&D collaborations of 14.500 firms in six different industrial sectors over 25 years. We calculate time-dependent probabilities of firms leaving the network and simulate drop-out cascades to determine the expected dynamics of decline. We then show that deviations from these expectations result from the adaptivity of the network, which mitigates the decline. These deviations can be used as a measure of network resilience.

Zusammenfassung in einer weiteren Sprache
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320 Politik
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network, firms, collaboration, resilience, cascades
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ISO 690SCHWEITZER, Frank, Giona CASIRAGHI, Mario V. TOMASELLO, David GARCIA, 2020. Fragile, Yet Resilient : Adaptive Decline in a Collaboration Network of Firms. In: Frontiers in Applied Mathematics and Statistics. Frontiers. 2020, 7, 634006. eISSN 2297-4687. Available under: doi: 10.3389/fams.2021.634006
BibTex
@article{Schweitzer2020Fragi-59795,
  year={2020},
  doi={10.3389/fams.2021.634006},
  title={Fragile, Yet Resilient : Adaptive Decline in a Collaboration Network of Firms},
  volume={7},
  journal={Frontiers in Applied Mathematics and Statistics},
  author={Schweitzer, Frank and Casiraghi, Giona and Tomasello, Mario V. and Garcia, David},
  note={Article Number: 634006}
}
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