A thesis submitted in partial fulfilment of the requirements for the award of the degree of Master of Science in Agricultural and Applied Economics Department of Agricultural Economics UNIVERSITY OF NAIROBI. Advisors: Dr. David Jakinda Otieno, Prof. Willis Oluoch-Kosura