This study extends the two-step stochastic metafrontier approach to multiple-output farms to investigate technology gap in the dryland areas of West Africa using cross-sectional data from randomly selected farmers in Ghana, Mali and Nigeria. Results show that Nigeria has a higher average metatechnical efficiency (MTE) with on average 64% for Nigeria, 46% for Mali and 28% for Ghana with the same trends for the metatechnology ratios (MTR). This implies that, from the dryland farming metafrontier, farmers in Ghana are technically inefficient than those in Mali, and both are technically inefficient than farmers in Nigeria. The comparison of the MTR with the country specific efficiency (TE) shows that, technical inefficiency with respect to the metafrontier in Ghana and Mali comes mainly from the technology gap than operating inefficiency, whereas it comes primarily from production inefficiency in Nigeria. Finally, analysis of the sources of inefficiencies suggests that country-specific policies and programmes that help reduce the gap and targeting the important drivers of efficiency such as household size and access to credit are needed to improve technical efficiency. Overall, this study shows that there is economic and food security gain in enhancing farmer managerial performance strategies in the dryland zone.









