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While I think there's a lot to be gained from the systematic attention
to detail that structured approaches provide, Polasky et
al. [3] describe less structured alternatives
that may also be useful in some circumstances.
- Thresholds approach: Rather than trying to choose
explicitly among alternatives it may be sufficient to identify
boundaries that define acceptable from unacceptable or safe from
dangerous outcomes. If the we are approaching a threshold that would
lead to drastic changes, e.g., loss of the stratospheric ozone
layer, it may lead to a policy response. One danger of a focus on
thresholds is that it may lead to the impression that values below
the threshold are harmless or without risk.
- Scenario planning: There may be a host of variables that
are difficult to quantify or unravel. Nonetheless, it may be
possible to develop plausible scenarios that describe different
possible outcomes, e.g., the different emission scenarios envisioned
by the IPCC. If the consequences of different scenarios are clear,
that may be sufficient to facilitate decision making. One danger is
that those who identify the scenarios may fail to identify important
possibilities. Scenario planning requires a great deal of
creativity, and it's difficult to be sure that all relevant
scenarios have been considered.
- Resilience thinking: In my mind, resilience thinking could
be considered a subset of the thresholds approach: first, identify
the critical thresholds a system might cross; second, develop early
warning systems to identify when the system is approaching those
thresholds; and third, develop plans that will either pull the
system back from those thresholds or allow it to function
appropriately under the new regime.
Next: Conclusions
Up: Decision Making Under Uncertainty:
Previous: The mini-max regret choice
Kent Holsinger
2011-11-13