Information Feedback and Learning in Construction Bidding

Bee Lan Oo, Abdul-Rashid Abdul-Aziz, Yoke Mui Lim


Information feedback condition in recurrent construction bidding is an important design variable about optimal procurement design. Contractors tend to optimize their bids in recurrent bidding with positive review of historic bids. Our experiment examines the effects of partial and no information feedback conditions on student (inexperienced) bidders’ bidding trends, and the extent to which their bidding trends agree with the behavioural patterns proposed by learning direction theory. The results show that the variations in bids over time for both information feedback conditions are statistically significant. Although the bidders with partial bidding feedback information are more likely to vary their bids as indicated by learning direction theory, their bids are less competitive than those with no bidding feedback information. Construction clients would need to consider the information feedback conditions in their procurement of construction services with the goal to achieve efficiency in construction bidding.


bidding, experiment, feedback, learning

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Depositario, D.P.T., Nayga Jr, R.M., Wu, X. and Lasude, T.P. (2009) 'Should students be used as subjects in experimental auctions?', Economics Letters, 102 (2), 122-124,

Drew, D.S. and Fellows, R.F. (1996) 'Feedback in construction contract bidding', Construction Modernization and Education: Proc., CIB Int. Conf., October 21â24, Chang W.P. (ed.), China Architectural & Building Press, Beijing, China.

Drew, D.S. and Skitmore, M. (2006) 'Testing Vickery's revenue equivalence theory in construction auctions', Journal of Construction Engineering & Management, 132 (4), 425-428,

Dufwenberg, M. and Gneezy, U. (2002) 'Information disclosure in auctions: an experiment', Journal of Economic Behavior & Organization, 48 (4), 431-444,

Dyer, D., Kagel, J.H. and Levin, D. (1989) 'A comparison of naive and experienced bidders in common value offer auctions - a laboratory analysis', Economic Journal, 99 (394), 108-15,

Engelbrecht-Wiggans, R. and Katok, E. (2008) 'Regret and feedback information in first-price sealed-bid auctions', Management Science, 54 (4), 808-19,

Fu, W.K., Drew, D. and Lo H.P. (2002) 'The effect of experience on contractors' competitiveness in recurrent bidding', Construction Management and Economics, 20 (8), 655-666,

Fu, W.K., Drew, D. and Lo H.P. (2004) 'Start-up and steady-state learning in recurrent bidding', Building Research & Information, 32 (6), 484-496,

Isaac, R.M. and Walker, J.M. (1985) 'Information and conspiracy in sealed bid auctions', Journal of Economic Behavior & Organization, 6 (2), 139-159,

Kolb, D.A. (1984) Experiential Learning: Experience as the Source of Learning and Development, NJ: PTR Prentice Hall

McCaffer, R. and Pettitt, A.N. (1976) 'Bidding behaviour in project management', The Project Manager, 1 (5), 5â8

Milgrom, P. and Weber, R.J. (1982) 'The value of information in a sealed-bid auction', Journal of Mathematical Economics, 10 (1), 105-114,

Neugebauer, T. and Perote, J. (2008) 'Bidding 'as if' risk neutral in experimental first price auctions without information feedback', Experimental Economics, 11 (2), 190-202

Neugebauer, T. and Selten, R. (2006) 'Individual behavior of first-price auctions: the importance of information feedback in computerized experimental markets', Games and Economic Behavior, 54 (1), 183-204,

Ockenfels, A. and Selten, R. (2005) 'Impulse balance equilibrium and feedback in first price auctions', Games and Economic Behavior, 51 (1), 155-170,

Oo, B.L., Drew, D. and Lo, H.P. (2007) 'Applying a random-coefficients logistic model to contractors' decision to bid', Construction Management and Economics, 25 (4), 387-398,

Oo, B.L., Drew, D. and Lo, H.P. (2008) 'A heterogeneous approach to modelling the contractors' decision to bid', Journal of Construction, Engineering and Management, 134 (10), 766-775,

Oo, B.L., Drew, D. and Runeson, G. (2010) 'Competitor analysis in construction bidding using mixed model', Construction Management and Economics, 28 (12), 1321-1329,

Remus, W. (1986) 'Graduate students as surrogates for managers in experiments on business decision making', Journal of Business Research, 14, 19-25,

Selten, R. (2004) 'Learning direction theory and impulse balance equilibrium', In: Friedman, D. and Cassar, A. (eds.), Economics LabâAn Intensive Course in Experimental Economics. NY: Routledge, 133â140

Selten, R. and Buchta, J. (1999) 'Experimental sealed-bid first price auctions with directly observed bid functions', In Budescu, D., Erev I., and Zwick R. (eds.), Games and Human Behavior: Essays in the Honor of Amnon Rapoport. NJ: Lawrenz Associates Mahwah

Selten, R. and Stoecker, R. (1986) 'End behavior in sequences of finite prisoners' dilemma supergames: a learning theory approach', Journal of Economic Behavior and Organization, 7, 47â70,

Selten, R., Abbink, K. and Cox, R. (2005) 'Learning direction theory and the winner's curse', Experimental Economics, 8 (1), 5â20,

Soo, A. and Oo, B.L. (2010) 'The effect of information feedback in construction bidding', Australasian Journal of Construction Economics and Building, 10 (1/2), 65-75, Available at: