Answer
The reaction rate will increase by a factor of 4.
Work Step by Step
When the solvent is reduced to half, but the amount of reactants is kept the same, the concentration of each reactant becomes double. Since the reaction is first order with respect to each reactant, doubling their concentrations increases the rate by 2*2 =4 times.
