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The change in entropy is denoted DS. It's computed in exactly the same fashion as the change in enthalpy, DH. Simply look up the standard molar entropies of the products and reactants and subtract the reactants from the products. As an example, for the generic reaction

aA + bB -> cC + dD
DS = (S DSo products) -(S DSo reactants)
DS = (c*DSc0 +d*DSd0) - (a*DSa0 + b*DSb0)
Be careful to check that the standard molar entropy you look up is for the correct phase of that material: the entropy of a gas is higher than the entropy of a solid, for example.

Example: What is the change in entropy for the reaction

2H2(g) + O2(g) -> 2H2O(g)

Solution: Look up the standard molar entropies for each of the products and reactants

Compound DS0 (J/mol*K)
H2(g) 130.6
O2(g) 205.0
H2O(g) 188.7


Next, simply subtract the entropies of the reactants from those of the products, making sure to include the stochiometric coefficients

DS = (2*DSH2O0) - (2*DSH20 + 1*DSO20)
DS = (2* 188.7) - (2*130.6 + 1*205.0)
DS = -88.6 J/mol*K


Information provided by: http://learn.chem.vt.edu