Pulsed laser-induced polymerization (PLP) in combination with analysis of formed polymer by size exclusion chromatography (SEC) has been successfully applied in determining propagation rate coefficient, k(p) of acrylic and methacrylic acid in organic solvents and water. For methacrylic acid solution polymerization in methanol and in dimethyl sulfoxide (DMSO), minor but not negligible variations of k(p) with solvent have been observed. In contrast, k(p) values for polymerizations in water are significantly influenced by the solvent and furthermore by monomer concentration. The k(p) values obtained from polymerization experiments in water are significantly larger than the corresponding values obtained in methanol or DMSO. Weighted nonlinear least-squares fitting (NLLS) has been applied to calculate frequency factors, A, and activation energies, E-a, from the temperature dependence of k(p) for methacrylic acid in methanol, DMSO, and water in order to underline the reliability of the data. For acrylic acid it turns out that optimized experimental conditions have to be chosen in order to determine reliable k(p) values at ambient temperature. Laser pulse repetition rates of at least 90 Hz are necessary to ensure that "termination by the laser pulse" is the main chain stopping event. Smaller values of the laser pulse repetition rate will not yield reliable k(p) data. Furthermore, evidence of at least one first overtone inflection point at L-2 approximate to 2L(1) is not only recommended, it is necessary to ensure a reliable measure of k(p). This is the most important consistency criterion showing that experimental conditions are suitable.