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Chauvin. N. D.. Mulangu. F. and Porto. G.. 2012. Food Production and Consumption Trends in SubSaharan Africa: Prospects for the Transformation of the Agricultural Sector. UNDP Working Paper 2012011.

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<mark>Firpo, S., Fortin, N.M. and Lemieux, T., 2009. Unconditional quantile regressions.</mark> _<mark>Econometrica</mark>_ <mark>,</mark> _<mark>77</mark>_ <mark>(3), pp.953-973.</mark> <mark>Gilbert, R.A., Sakala, W.D. and Benson, T.D., 2002. Gender Analysis of a Nationwide Cropping System Trial Survey in Malawi.</mark> _<mark>African Studies Quarterly</mark>_ <mark>,</mark> _<mark>6</mark>_ <mark>(1-2), pp.223-243.</mark> <mark>Halvorsen, R. and Palmquist, R., 1980. The interpretation of dummy variables in semilogarithmic equations.</mark> _<mark>American economic review</mark>_ <mark>,</mark> _<mark>70</mark>_ <mark>(3), pp.474-475.</mark> <mark>Kimhi, A., 2006. Plot size and maize productivity in Zambia: is there an inverse relationship?.</mark> _<mark>Agricultural Economics</mark>_ <mark>,</mark> _<mark>35</mark>_ <mark>(1), pp.1-9.</mark> <mark>Kinkingninhoun-Mêdagbé, F.M., Diagne, A., Simtowe, F., Agboh-Noameshie, A.R. and Adégbola, P.Y., 2010. Gender discrimination and its impact on income, productivity, and technical efficiency: evidence from Benin.</mark> _<mark>Agriculture and human values</mark>_ <mark>,</mark> _<mark>27</mark>_ <mark>(1), pp.57-69.</mark> <mark>Larson, D.F., Otsuka, K., Matsumoto, T. and Kilic, T., 2014. Should African rural development strategies depend on smallholder farms? An exploration of the inverse‐productivity hypothesis.</mark> _<mark>Agricultural Economics</mark>_ <mark>,</mark> _<mark>3</mark>_ <mark>(45), pp.355-367.</mark> <mark>Moock, P.R., 1976. The efficiency of women as farm managers: Kenya.</mark> _<mark>American Journal of Agricultural Economics</mark>_ <mark>,</mark> _<mark>58</mark>_ <mark>(5), pp.831-835.</mark> <mark>O'Sullivan. M.; Rao. A.; Banerjee. R.; Gulati. K.; Vinez. M.. 2014. Levelling the field: improving opportunities for women farmers in Africa. Washington DC; World Bank Group. http://documents.worldbank.org/curated/en/579161468007198488/Levelling-the-field-improvingopportunities-for-women-farmers-in-Africa Oaxaca, R., 1973. Male-female wage differentials in urban labor markets.</mark> _<mark>International economic review</mark>_ <mark>, pp.693-709.</mark> 32