Homo Heuristicus: From Risk Management to Managing Uncertainty in Large-Scale Infrastructure Projects

被引:16
|
作者
Love, Peter E. D. [1 ]
Ika, Lavagnon A. [2 ]
Pinto, Jeffrey K. [3 ]
机构
[1] Curtin Univ, Sch Civil & Mech Engn, Perth, WA 6845, Australia
[2] Univ Ottawa, Telfer Sch Management, Ottawa, ON K1N 6N5, Canada
[3] Penn State Erie, Black Sch Business, Erie, PA 16563 USA
关键词
Costs; Uncertainty; Decision making; Government; Business; Biological system modeling; Media; Contingency; cost; heuristics; infrastructure; probability; risk; uncertainty; SUPPLY-CHAIN; ONLINE RETAILERS; STRATEGIC ANALYSIS; GREEN TECHNOLOGY; PRICING STRATEGY; PRODUCT QUALITY; RETURN POLICY; CHANNEL; COORDINATION; MARKETPLACES;
D O I
10.1109/TEM.2022.3170474
中图分类号
F [经济];
学科分类号
02 ;
摘要
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 Homo heuristicus (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.
引用
收藏
页码:1940 / 1949
页数:10
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