This study explores the dynamics of poverty in Kenya. The study specifically examines how initial conditions, household decisions, and other factors that may change over time affect poverty. Dynamic relationships are identified between behavioral variables, exogenous shocks at one point in time, and indicators of household welfare in subsequent years.