How do technological innovation and urbanization drive economic growth in Tanzania and transform societies? Exploring the potential channels

Mwoya Byaro , Anicet Rwezaula
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Abstract

The current era is witnessing a rapid pace of technological innovation and accelerated urbanization globally. This study examines the impact of technological innovation (trademark registrations) and urbanization on economic growth in Tanzania from the period 2002–2021 while accounting for inflation and industrialization in the regression model. Estimation is done using Kernel Regularized Least Squares (KRLS), a machine-learning technique. Results show that technological innovation has a positive impact on economic growth, with an average increase of 0.03 %. Inflation has a negative impact; reducing economic growth by 0.02 %. Urbanization and industrialization have positive impacts, increasing economic growth by 0.58 % and 0.16 %, respectively. Further, the study shows that the average increase in technological innovation (trademark registrations) leads to a 0.01 % increase in economic growth at the 50th percentile and a 0.16 % increase at the 75th percentile. However, at the 25th percentile, technological innovation reduces economic growth by 0.05 %. Conversely, the average increase in urbanization increases economic growth by 0.38 %, 0.61 %, and 0.83 % at the 25th, 50th, and 75th percentiles, respectively. Robustness tests confirm that technological innovations and urbanization promote economic growth in Tanzania. The study discusses the potential channels through which technological innovation and urbanization influence economic growth in Tanzania and transforms society, and provides practical policy implications.

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技术创新和城市化如何推动坦桑尼亚的经济增长和社会变革?探索潜在渠道
当今时代,全球技术创新步伐加快,城市化进程加速。本研究探讨了 2002-2021 年间技术创新(商标注册)和城市化对坦桑尼亚经济增长的影响,同时在回归模型中考虑了通货膨胀和工业化因素。估计采用了机器学习技术--核正则化最小二乘法(KRLS)。结果显示,技术创新对经济增长有积极影响,平均增幅为 0.03%。通货膨胀产生了负面影响,使经济增长降低了 0.02%。城市化和工业化具有积极影响,分别使经济增长提高了 0.58 % 和 0.16 %。此外,研究还表明,技术创新(商标注册)的平均增长在第 50 个百分位数会使经济增长提高 0.01%,在第 75 个百分位数会使经济增长提高 0.16%。然而,在第 25 个百分位数上,技术创新会使经济增长降低 0.05%。相反,在第 25、50 和 75 百分位数,城市化的平均增长分别使经济增长提高了 0.38%、0.61% 和 0.83%。稳健性检验证实,技术创新和城市化促进了坦桑尼亚的经济增长。本研究探讨了技术创新和城市化影响坦桑尼亚经济增长和社会变革的潜在渠道,并提出了切实可行的政策建议。
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