1 |
Foresight analysis |
Sorghum and millets |
Demand, climate change, commercialization |
ESA |
2015–2050 |
FAO statistics, IMPACT model |
|
Orr et al. (2016). |
2 |
Demand |
Sorghum, millets |
Flour, clear beer, animal feed |
Kenya, Ethiopia, Tanzania, Uganda |
2015–2025 |
Secondary data |
|
Orr et al. (2017) |
3 |
Demand |
Sorghum, millets |
Flour processing industry |
Kenya, Tanzania, Uganda |
2013 |
Company interviews |
25 companies (Tanzania), 15 companies (Uganda), 13 companies (Kenya) |
Schipmann-Schwarze et al. (2015). |
4 |
Demand |
Sorghum, millets |
Consumer demand for grain and flour |
Kenya, Tanzania, Uganda, Ethiopia |
2005–2012 |
National household expenditure surveys |
13,430 (Kenya), 10,463 (Tanzania), 6775 (Uganda), 21,595 (Ethiopia), |
Gierend and Orr (2015). |
5 |
Demand |
Sorghum, millets |
Consumer demand and preferences for processed products |
Kenya |
2012 |
Consumer interviews |
454 consumers (Kenya), 439 consumers (Tanzania) |
Schipmann et al. (2012). |
6 |
Value chain development |
Sorghum, millets |
Warehouse receipt system, contract growing |
Kenya, Uganda |
2013 |
Secondary data |
|
Orr and Mwema (2013). |
7 |
Value chain development |
Sorghum |
Clear beer, social inclusion |
Kenya |
2012–13 |
Household survey |
300 households |
Orr and Mwema (2013). |
8 |
Production and utilization |
Sorghum, millets |
Adoption, production, utilization |
Tanzania |
2010 |
Household survey |
360 households |
Schipmann et al. (2014). |
9 |
Production and utilization |
Finger millet |
Adoption, production, utilization |
Uganda |
2015 |
Household survey |
190 households |
Mwema et al. (2017) |
10 |
Production and utilization |
Finger millet |
Adoption, profitability, marketing, social inclusion |
Kenya |
2012 |
Household survey |
270 households |
Handschuch (2014) |
11 |
Production and utilization |
Sorghum, pearl millet |
Adoption, profitability, utilization |
Mozambique |
2014 |
Household survey |
142 households |
Tsusaka et al. (2015). |
12 |
Improved crop management |
Sorghum, millets |
Fertilizer, weeding, tied ridging |
Kenya, Tanzania |
2010–11 |
On-station trials |
|
Mwema and Orr (2014). |
13 |
Improved crop management |
Sorghum |
Plant population, fertilizer, tied ridging, mulching, intercropping |
Tanzania |
|
Crop modeling |
|
Dixit (2012). |
14 |
Improved crop management |
Sorghum |
Plant population, fertilizer, tied ridging, mulching, intercropping |
Ethiopia |
|
Crop modeling |
|
Dixit (2013) |
15 |
Crop improvement |
Sorghum |
Return on investment, poverty impact, poverty mapping |
Tanzania |
1980–2030 |
Secondary statistics, DREAM model |
|
Gierend et al. (2014a). |
16 |
Crop improvement |
Sorghum, millets |
Return on investment, poverty impact, poverty mapping |
Uganda |
1965–2030 |
Secondary statistics, DREAM model |
|
Gierend et al. (2014b). |
17 |
Crop improvement |
Sorghum |
Return on investment, poverty impact, poverty mapping |
Ethiopia |
1971–2040 |
Secondary statistics, DREAM model |
|
Gierend et al. (2014c). |
18 |
Adoption |
Sorghum |
Improved seed |
Tanzania |
2010 |
Household survey |
360 households |
Schipmann-Schwarze et al. (2014) |
19 |
Adoption |
Sorghum |
Improved seed, social networks |
Tanzania |
2012 |
Household survey |
345 households |
Muange and Schwarze (2014) |
20 |
Impact |
Sorghum |
Adoption, profitability, welfare |
Tanzania |
2012–13 |
Household survey |
822 households |
Kaliba (2014). |