Determinants of Innovation in Brazil: an Empyrical Analysis of the Period 2011-2021

IF 0.6 Q4 BUSINESS, FINANCE International Journal of Financial Engineering Pub Date : 2023-07-13 DOI:10.37394/232032.2023.1.20
Hugo Ferreira Braga Tadeu, J. T. M. Silva
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Abstract

Empirical studies regarding the determinants of innovation in developing countries, including Brazil, have demonstrated the negative impact of high inflation rates on the economic capacity. However, the recent Brazilian experience clearly shows that stabilization, in and of itself, is not capable of recovering the investment rates. With this in mind, this study’s goal is to answer, with the help of econometric simulation models, the questions: (i) what are the key-drivers to assess the Brazilian economy?; and (ii) what are the key-factors to be considered when investments are made, particulary in innovation? To answer the questions we evaluated the impacts of macro-economic variables on private investments, using a strategic bias and a long term vision plan. The estimates demonstrate empirical crowding-in evidence of public investments in innovation over private investments as a real impact to productivity. As for public invetsments (non-infrastructural) we suggest that the crowding-in impact dislocates private investments. All these indicators were obtained as presented in the therory, with the exception of the real interest rates variable (r), in which we observed that the coefficient is positive and insignificant in the estimated equation.
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巴西创新的决定因素:2011-2021年的实证分析
关于包括巴西在内的发展中国家创新决定因素的实证研究表明,高通货膨胀率对经济能力的负面影响。然而,巴西最近的经验清楚地表明,稳定本身并不能恢复投资率。考虑到这一点,本研究的目标是在计量经济学模拟模型的帮助下回答以下问题:(i)评估巴西经济的关键驱动因素是什么?(ii)投资时要考虑的关键因素是什么,特别是在创新方面?为了回答这些问题,我们使用战略偏差和长期愿景计划来评估宏观经济变量对私人投资的影响。这些估计表明,实证证据表明,公共创新投资比私人投资对生产率的影响更大。至于公共投资(非基础设施),我们认为挤入的影响扰乱了私人投资。除了实际利率变量(r),我们观察到其在估计方程中的系数为正且不显著,所有这些指标都是根据理论得到的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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