Manchester Metropolitan University's Research Repository

    The impacts of climate change on agriculture in sub-Saharan Africa: a spatial panel data approach

    Emediegwu, Lotanna E, Wossink, Ada and Hall, Alastair (2022) The impacts of climate change on agriculture in sub-Saharan Africa: a spatial panel data approach. World Development, 158. p. 105967. ISSN 0305-750X

    Published Version
    Available under License Creative Commons Attribution.

    Download (1MB) | Preview


    This paper reports estimates of the economic impact of changes in weather variables on sub-Saharan African pearl millet yield based on panel data for 1970–2016. We control for spatial effects in all the components of our exposure–response function, plus a lag in time of the covariates through spatio-temporal econometrics techniques. Our results indicate own-location weather variables have significant contemporaneous impacts on millet yield. Specifically, we find that vapor pressure deficit, wet day frequency and temperature are important determinants of millet yield. In addition, accounting for spatial and temporal spillovers exacerbates and attenuates wet day cumulative effect, respectively, and local crop production is affected by neighboring countries’ production. The results are robust to several sensitivity checks, including accounting for adaptation using long-term averages, and are consistent across country-income groups. We also use our estimates to forecast how crop production would respond to climate change in the mid-future.

    Impact and Reach


    Activity Overview
    6 month trend
    6 month trend

    Additional statistics for this dataset are available via IRStats2.


    Repository staff only

    Edit record Edit record