ICTs have been identified as influential in promoting sustainable land management practices (SLMPs). In Malawi, SLMP adoption has shown mixed results. The study employed a quasi-experimental design with pre- and post-intervention data collection, utilising a logistic regression model for analysis. A notable increase in farmer participation rate was observed at the 95% confidence interval (CI). ICTs significantly enhanced SLMP uptake among farmers in Malawi, leading to higher soil quality improvements. Further research should explore long-term impacts and scalability of ICT interventions in diverse farming contexts. Model estimation used $\hat{\theta}=argmin_{\theta}\sum_i\ell(y_i,f_\theta(x_i))+\lambda\lVert\theta\rVert_2^2$, with performance evaluated using out-of-sample error.