Onward Through the Fog

Uncertainty and Management Adaptation in Systems Analysis and Design

James S. Hodges, Raymond A. Pyles

ResearchPublished 1990

Policy analysis has always involved great uncertainty. Tools have been available for handling some of that uncertainty, but policy analysis work in many fields has fallen into stereotyped problem formulations and analytical approaches. In particular, treatments of uncertainty are typically incomplete and often conceptually wrong. This report argues that these shortcomings produce pervasive systematic biases in analysis. It describes and discusses the common mode of policy analysis and identifies its two main shortcomings — omission of crucial sources of uncertainty and neglect of systems' ability to respond to the unexpected. It categorizes some varieties of uncertainty relevant to policy analysis and presents examples of ways they are commonly represented. Finally, it discusses designing and evaluating systems, and presents a collection of generic strategies for uncertain situations.

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  • Availability: Available
  • Year: 1990
  • Print Format: Paperback
  • Paperback Pages: 43
  • Paperback Price: $20.00
  • Paperback ISBN/EAN: 978-0-8330-1073-5
  • Document Number: R-3760-AF/A/OSD

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RAND Style Manual
Hodges, James S. and Raymond A. Pyles, Onward Through the Fog: Uncertainty and Management Adaptation in Systems Analysis and Design, RAND Corporation, R-3760-AF/A/OSD, 1990. As of September 12, 2024: https://www.rand.org/pubs/reports/R3760.html
Chicago Manual of Style
Hodges, James S. and Raymond A. Pyles, Onward Through the Fog: Uncertainty and Management Adaptation in Systems Analysis and Design. Santa Monica, CA: RAND Corporation, 1990. https://www.rand.org/pubs/reports/R3760.html. Also available in print form.
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