African Legislative Studies (Political Science focus) | 24 July 2002
Methodological Evaluation of Regional Monitoring Networks for Yield Improvement in Rwanda: A Randomized Field Trial Approach
I, n, g, a, b, i, r, i, r, o, N, d, a, y, i, s, h, i, m, i, y, e, ,, K, a, b, u, g, a, M, u, k, a, s, h, e
Abstract
Recent studies have highlighted the potential of regional monitoring networks in enhancing agricultural yield through improved data collection and analysis. The study employs a Randomized Field Trial approach, where treatments are randomly assigned to fields within each region. Data collection includes pre- and post-trial measurements of crop yields and environmental factors affecting productivity. In one specific field trial in the eastern region, an increase in yield by 15% was observed when compared to control plots not receiving treatment. The randomized field trials demonstrated that regional monitoring networks can significantly contribute to yield improvement, particularly in resource-limited settings. Further research should focus on scaling up these findings and exploring the potential of technology integration into existing monitoring systems. Model estimation used $\hat{\theta}=argmin<em>{\theta}\sum</em>i\ell(y<em>i,f</em>\theta(x<em>i))+\lambda\lVert\theta\rVert</em>2^2$, with performance evaluated using out-of-sample error.