The classical SSA and the Shift-share regression models yield contradictory results. Contradictory results are due the methodological problems exist in the classical SSA. The classical SSA cannot explain whether changes in employment are significant. Shift-share regression offers statistical basis for decomposing the regional growth. The efficacy of a probabilistic form of a shift-share model is illustrated.