Abstract: The contents of the present work focus on contrasting the possible contribution of the funds from the second pillar of the Common Agricultural Policy (CAP) to improving the evolution of one of the economic variables that is usually included as an objective to be achieved by rural development plans, the creation of employment. The economic study data distributed in space must necessarily take account spatial econometric techniques, considering the possible effects of autocorrelation and spatial heterogeneity, which if overlooked may cause the results of the econometric analysis are invalid, losing the statistical properties required.

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