Proposed framework for applying cumulative prospect theory to an unbalanced bidding model

Cattell, D W; Bowen, P A and Kaka, A P (2011) Proposed framework for applying cumulative prospect theory to an unbalanced bidding model. Journal of Construction Engineering and Management, 137(12), pp. 1052-1059. ISSN 0733-9364

Abstract

Recent research on unbalanced bidding models has identified both the benefits and the risks generated from different prices applied to the component items of a construction project. It has also been proposed that modern portfolio theory (MPT) be used as the technique by which to trade-off the conflicting objectives of maximizing the expected profit and, at the same time, minimizing the risk. The MPT methodology has previously been found to provide contractors with a technique by which they can identify and sift out all of the efficient item-price combinations, such that they need not suffer the consequences of deciding upon any substandard inefficient pricing combination. The use of MPT still leaves contractors with a wide range of choices. This paper introduces and applies microeconomic techniques [namely cumulative prospect theory (CPT)] to narrow these choices down to only one optimal choice. CPT serves to equate different return-risk alternatives to find the one set of item prices that will provide the optimal outcome in light of the contractor's risk profile. The paper concludes by applying and evaluating this technique, on a small hypothetical project. Results show that a contractor with such a profile is able to identify prices that will generate an expected mean profit of 150%, more than they could accomplish by way of balanced pricing.

Item Type: Article
Uncontrolled Keywords: bidding; cumulative prospect theory; markup; portfolio selection; risk analysis; utility theory
Index terms: pricing, risk analysis, unbalanced bidding, bidding, prospect theory, methodology, construction project, portfolio selection, utility theory, profit
Subjects: asset management, environmental hazards, economic theory, research methods, production management, bidding, economic analysis
Topics: Procurement, Sustainability, Business Strategy, Project Management, Research Practice
Descriptive scope: 3 PCT

N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here