Incentive Contracts, Adverse Selection, and Risk Transfer: Evidence from Procurement

Meng Liu, Chungsang Lam
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Abstract

Multi-attribute auctions, designed to address multi-dimensional preference, make a good case study where incentive provisions interact with competition. By studying "Cost Time" highway procurement that aims to incentivize timely project delivery, we show that awarding incentive contracts by bidding mechanisms can yield sub-optimal outcomes. Our theory demonstrates that bidders, facing high-powered incentives and production uncertainty, optimally skew their time bids while transferring production risk to buying agencies. This gaming behavior leads to adverse selection and efficiency loss, in that a less-efficient bidder can outbid the efficient bidder due to the misalignment between bidder types and the auction rule that determines winners. We estimate our model using data from the California Department of Transportation and find that 18% of auctions are allocated to inefficient bidders. Counterfactual analyses suggest that procurement schemes with lower incentives can yield less mis-allocation with lower production costs and less buyer budget pressure.
激励合同、逆向选择和风险转移:来自采购的证据
多属性拍卖,旨在解决多维偏好,是激励条款与竞争相互作用的一个很好的案例研究。通过研究以激励项目按时交付为目的的“成本时间”公路采购,我们发现通过招标机制授予激励合同可能产生次优结果。我们的理论表明,面对强大的激励和生产不确定性,竞标者最优地扭曲了他们的时间出价,同时将生产风险转移给购买代理机构。这种博弈行为导致逆向选择和效率损失,因为由于投标人类型与决定获胜者的拍卖规则之间的不一致,效率较低的投标人可能会出价高于效率较高的投标人。我们使用加州交通部的数据来估计我们的模型,发现18%的拍卖分配给了效率低下的竞标者。反事实分析表明,具有较低激励的采购方案可以产生较少的错误分配,同时降低生产成本和减少买方预算压力。
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