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        <dc:title>Using Seasonal Forecast as an Adaptation Strategy: Gender Differential Impact on Yield and Income in Senegal</dc:title>
        <dc:creator>Diouf, N S</dc:creator>
        <dc:creator>Ouedraogo, M</dc:creator>
        <dc:creator>Ouedraogo, I</dc:creator>
        <dc:creator>Ablouka, G</dc:creator>
        <dc:creator>Zougmoré, R</dc:creator>
        <dc:subject>Crop Yield</dc:subject>
        <dc:subject>Agricultural Statistics</dc:subject>
        <dc:subject>Agriculture-Farming, Production, Technology, Economics</dc:subject>
        <dc:subject>Gender Research</dc:subject>
        <dc:description>The use of seasonal forecast has been demonstrated as a good option to reduce the effects&#13;
of climate variability in sub-Saharan African countries. However, its use, benefits and interests may&#13;
be different depending on gender. This paper aims at analyzing the gender differential impact of&#13;
the use of seasonal forecast on the main crop yields (rice, maize, sorghum, millet and groundnut)&#13;
and farm income in Senegal. We collected data from 1481 farmers (44% women) in four regions&#13;
of Senegal. We applied the counterfactual outcomes framework of modern evaluation theory to&#13;
estimate the local average treatment effect (LATE) of the use of the seasonal forecast on crop yield&#13;
and farm income. The results showed a significant impact of the use of the seasonal forecast (SF) in&#13;
the main crop yields and the agricultural income for farmers in Senegal. This impact varies according&#13;
to the sex and the type of the crops. The users (men and women) of the seasonal forecast gained&#13;
on average 158 kg/ha and 140 kg/ha more yield than the non-users, respectively, for millet and rice&#13;
crops. The impact of the use of SF is greater for men on millet (202.7 kg/ha vs. 16.7 kg/ha) and rice&#13;
(321.33 kg/ha vs.</dc:description>
        <dc:publisher>MDPI</dc:publisher>
        <dc:date>2020-10</dc:date>
        <dc:type>Article</dc:type>
        <dc:type>PeerReviewed</dc:type>
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        <dc:language>en</dc:language>
        <dc:identifier>http://oar.icrisat.org/11767/1/atmosphere-11-01127.pdf</dc:identifier>
        <dc:identifier>  Diouf, N S and Ouedraogo, M and Ouedraogo, I and Ablouka, G and Zougmoré, R  (2020) Using Seasonal Forecast as an Adaptation Strategy: Gender Differential Impact on Yield and Income in Senegal.  Atmosphere, 11 (10).  pp. 1-19.  ISSN 2073-4433     </dc:identifier>
        <dc:relation>https://doi.org/10.3390/atmos11101127</dc:relation>
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