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Do certain market industries outperform when Democrats or Republicans hold the U.S. presidency, or during certain years of the presidential term? In their recent paper entitled "Political Cycles in US Industry Returns", Jeffrey Stangl and Ben Jacobsen investigate whether specific industries tend to perform better: (1) under Democratic or Republican presidents; and (2) during the last two years of a presidency. Using return data for 48 industries representing all stocks listed on the major U.S. exchanges during 1926-2006, they conclude that:
The following chart, taken from the paper, summarizes returns for a broad value-weighted stock market index by presidency during 1926-2006. In general, industry returns mirror these results, refuting a contention that a having Democratic or Republican president benefits specific industries.

In summary, evidence does not support a belief that investors can generate excess returns using an industry allocation strategy based on U.S. presidential politics. Equity return anomalies based on party holding the presidency and presidential term year are marketwide phenomena.
For related research, see Blog Synthesis: Politics and the Stock Market.