African Peace and Conflict Studies (Broader - Interdisciplinary) | 15 July 2004
The Application of 5G Technology in African Cities: A Methodological Exploration
D, h, i, n, g, a, P, h, i, r, i, ,, M, a, k, h, u, b, u, Z, u, l, u, ,, C, h, i, w, e, s, h, e, K, a, s, o, n, d, e
Abstract
5G technology is poised to revolutionize urban infrastructure in African cities, offering enhanced connectivity and data transfer speeds. We employ a mixed-methods approach combining qualitative interviews with quantitative surveys to evaluate public perceptions and technological readiness. Statistical models include logistic regression for predicting 5G adoption based on socio-economic factors. Public acceptance of 5G technology in Malawi's cities is high, especially among younger demographics (60% +), while there are significant disparities in internet access across urban areas (urban: 80%, rural: 40%). The mixed-methods approach has highlighted the need for targeted public engagement strategies to bridge digital divides. Invest in community-based initiatives to foster public acceptance and ensure equitable access to 5G technology in Malawi’s cities. 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.