Table 3.
Average Dietary Energy Supply Adeq. |
Full Sample |
Central Africa |
East Africa |
Southern Africa |
Western Africa |
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---|---|---|---|---|---|---|---|---|---|---|---|
Baseline Model |
Agric. Res. | Agric. R&D | Agric. Res. | Agric. R&D | Agric. Res. | Agric. R&D | Agric. Res. | Agric. R&D | Agric. Res. | Agric. R&D | |
Population Growth | −0.052*** | −0.046*** | −0.039 | −0.026 | 0.109*** | 0.076 | −0.088*** | −0.075*** | 0.027* | 0.063*** | |
(0.006) | (0.006) | (0.031) | (0.031) | (0.034) | (0.073) | (0.010) | (0.0064) | (0.014) | (0.014) | ||
Food CPI | −0.026* | −0.004 | −0.012 | 0.415 | −0.171 | 0.251*** | 0.195*** | −0.123 | −0.077 | 0.030 | 0.044* |
(0.014) | (0.021) | (0.018) | (2.853) | (0.741) | (0.037) | (0.045) | (0.085) | (0.071) | (0.031) | (0.023) | |
Food per capita | 0.117*** | 0.061** | 0.063** | −0.990 | 0.244 | −0.322*** | −0.165 | 0.001 | −0.031 | 0.136*** | 0.136*** |
(0.0281) | (0.030) | (0.027) | (1.594) | (0.664) | (0.058) | (0.197) | (0.059) | (0.052) | (0.051) | (0.038) | |
Agric. Researchers | 0.033*** | −0.418*** | 0.031 | 0.064*** | 0.029*** | ||||||
(0.004) | (0.054) | (0.022) | (0.008) | (0.011) | |||||||
Agric. R&D Spending | 0.021*** | −0.124*** | −0.021 | 0.064*** | 0.040*** | ||||||
(0.003) | (0.008) | (0.005) | |||||||||
East Africa | −0.168*** | −0.146*** | |||||||||
(0.016) | (0.013) | ||||||||||
South Africa | −0.067*** | −0.070*** | |||||||||
(0.019) | (0.016) | ||||||||||
West Africa |
0.075*** | 0.072*** | |||||||||
(0.010) |
(0.013) |
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Time Dummies | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 504 | 409 | 409 | 34 | 34 | 51 | 51 | 137 | 137 | 170 | 170 |
R-squared | 0.373 | 0.547 | 0.537 | 0.936 | 0.972 | 0.921 | 0.905 | 0.596 | 0.634 | 0.350 | 0.450 |
Boostrap Replication | 50 | 35 | 35 | 48 | 48 | 35 | 31 | 20 | 22 | 50 | 50 |
Standard errors in parentheses ***p < 0.01, **p < 0.05, *p < 0.1. Note: Baseline model is the original Warren's [30] model, Agric. Res. Stands for the Full-time equivalents of agricultural researchers, Agric. R&D stands for the total annual expenditures on agricultural research and development.