The remainder of this paper is organized as follows. Section 2 provides a brief overview of the 2011
Thai floods. Section 3 provides an overview of their impact on procurement patterns. Section 4 specifies
our empirical framework for examining the firm-level impact of flooding on procurement patterns.
Section 5 presents our estimation results and Section 6 concludes the paper.