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How Costly Is Affirmative Action? Government Contracting and California's Proposition 209

The Review of Economics and Statistics 2009 91(3), 503-522
This paper investigates the effect of disadvantaged business enterprise subcontractor goals on the winning bids for highway construction contracts using California's Proposition 209, which prohibited the consideration of race or gender in awarding state-funded contracts. After Proposition 209, prices on state-funded contracts fell by 5.6% relative to federally funded projects, for which preferences still applied. Most of the price decline after Proposition 209 resulted from the mix of subcontractors employed, which seems to arise from the higher costs of firms located in high-minority areas. Finally, short-run barriers to entry and expansion may increase the cost of affirmative action.

Measuring Illegal Activity and the Effects of Regulatory Innovation: Tax Evasion and the Dyeing of Untaxed Diesel

Journal of Political Economy 2008 116(4), 633-666
This article examines tax evasion in the diesel fuel market. Diesel fuel used for on‐road purposes is taxed, while other uses are untaxed, creating an incentive for firms and individuals to evade on‐road diesel taxes by purchasing untaxed diesel fuel and then using it for on‐road use. We examine the effects of a federal regulatory innovation in October 1993, the addition of red dye to untaxed diesel fuel at the point of distribution, which significantly lowered the cost of regulatory enforcement. We find that sales of diesel fuel rose 26 percent following the regulatory change, while sales of heating oil, which is an untaxed perfect substitute, fell by a similar amount. The effect on sales was higher in states with higher tax rates and in states likely to have higher audit costs. We also find evidence that heating oil sales were less responsive to demand factors, such as temperature, prior to the dye program, indicating that a significant fraction of predye sales was illegitimate. Furthermore, we find a pattern of price and tax elasticities consistent with innovation in new evasion techniques subsequent to the regulatory change. Finally, we estimate that the elasticity of tax revenues with respect to the tax rate was 0.60 prior to the dye program yet would have been 0.85 in the absence of evasion.