Main channels associated with losses in aggregate productivity The technology channel affects the productivity of various production units The selection channel affects the number of operating production units The misallocation channel Drives the allocation of capital and labor among operating production units away from an efficiency benchmark Land market imperfections Problems and Solutions More investment in technology Farmers without rental markets have greater degree of resource misallocation than those with rental markets average farm in Ethiopia is 18.3% more likely to use fertilizer and 20.6% more likely to use livestock Spillover and learn-by-doing effects Dynamic benefits to the technology frontier Policy Imperfection Ceilings/size constraint/progressive land taxes Insecure Property Rights inheritance norms and redistribution Resource misallocation dispersion of TFPR Associated with the capital and resource misallocation in the agricultural sectors Selection channel: Climate shocks ○ Detrimental effect on productivity ○ Raising costs associated with climate adaptation ○ Increase of 1 degree Celsius in the average temperature above the optimal threshhold reduces productivity by 9%. ○ In response to climate, farmers may tend to increase (instead of decreasing) their land use without reducing labor use, especially in the regions with lessdeveloped land markets ○ Negative climate shocks can exacerbate allocative inefficiency in environments with imperfect input markets ○ Sol: 1. Reallocating resources from agriculture to other productive uses may attenuate the negative productivity effects of climate change, but imperfect markets might hinder this reallocation ○ 2. introduction of digital techs to implement EWS (early warning systems) and provide timely information on natural disasters can contribute in the management to weather shocks. ○ 3. property rights appear to matter for adaptive behaviour ○ Policy ISPs have yielded short-term benefits for national production and food security. However, their impacts have been weakened by poor crop response to fertilizer implementation features that weaken the programs’ contribution to broader fertilizer use.8 Low crop response to fertilizer has also impeded the growth of commercial demand for fertilizer in Africa, and the ISPs have further crowded out the development of commercial distribution channels Fertilizer subsidy programs were largely ineffective in contributing to agricultural productivity growth, food security, or poverty reduction in the 1980s and 1990s. Instead, they placed a major fiscal burden on African governments. Fertilizer subsidy programs in the region also led to corruption and state paternalism, often hindering the development of commercial input distribution systems and contributing to local supply gluts that put political pressure on governments to implement costly grain purchases and price-support policies for farmers.