IEEE Transactions on Engineering Management · 2022 · 40 citations · 48 references
ManagementProject ManagementRisk ManagementCost ManagementDecision AnalysisUncertainty QuantificationCost AnalysisCost EstimationCost ForecastingCost PlanningDecision Making In ProjectsDecision-making Under UncertaintyCost Uncertainty AnalysisCost Variance ManagementDecision-making HeuristicsHeuristicsHuman-nature ConnectednessProbabilistic Cost ForecastingProject Evaluation Under UncertaintyReference Class Forecasting
Large-scale infrastructure projects tend to experience variances between estimated and final costs. Governments, in response, have been using statistical methods (including probabilistic approaches) such as reference class forecasting to try and mitigate cost overruns. While helpful in accommodating risk, such statistical methods often fail to account for a project's cost uncertainty. To reduce cost variance under uncertainty, it is necessary to use heuristics when formulating an infrastructure project's cost contingency. This article argues a need to adopt a vision of human nature described as <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Homo heuristicus</i> (heuristics-using-person). We provide awareness and rationale for developing an “adaptive toolbox” of heuristics for ecologically rational and contextually aligned cost contingency decision-making. However, the selection, recognition, and evaluation heuristics for determining cost uncertainty have yet to be examined. Thus, future research is required to cultivate the heuristics needed to address the uncertainty that surrounds the determination of a cost contingency.
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Dilemmas in a general theory of planning
Horst W. J. Rittel, Melvin M. Webber · Policy Sciences · 1973 · 15.3K citations · Full text
Annual Review of Psychology · 1990 · 1.6K citations
On the reality of cognitive illusions.
Daniel Kahneman, Amos Tversky · Psychological Review · 1996 · 1.3K citations