The study suggested several factors that could have been provoking the decrease in employment figures in agriculture: technological upgrades that increased labour productivity and lessened the need for additional labour; shifts to unaccounted informality or informal employment (unpaid family workers); more favourable employment in non-agriculture sectors; and the increased vulnerability of the agriculture sector due to weather or climatic disturbances and political unrest.