Naveed Amjad, Zhuparova Aziza, Ashfaq Muhammad, Rauf Abdul
Department of Business Development and Technology, Aarhus University, Denmark.
Wittenborg University of Applied Sciences, Netherlands.
Heliyon. 2023 Aug 20;9(9):e19213. doi: 10.1016/j.heliyon.2023.e19213. eCollection 2023 Sep.
The purpose of this paper is to The goal of this study is to empirically examine how innovation and income are affected by PISA scores-average scores in math, science, and reading. The specific objectives are threefold. First, we develop a conceptual model that describes the connection between income, innovation, and educational quality as determined by PISA scores. Second, we perform an empirical analysis to see if educational quality as assessed by the PISA scores has an impact on innovation.Third, we also test whether the PISA scores have a positive effect on income (GDP per capita). Using panel mode, we find that education quality has a significant and positive effect on innovation and income. Particularly high math test scores have been found to be an important subject that increases per capita income and innovation.
本文的目的是本研究的目标是实证检验创新和收入如何受到国际学生评估项目(PISA)成绩(数学、科学和阅读的平均成绩)的影响。具体目标有三个方面。首先,我们构建一个概念模型,描述收入、创新与由PISA成绩决定的教育质量之间的联系。其次,我们进行实证分析,以考察PISA成绩所评估的教育质量是否对创新有影响。第三,我们还检验PISA成绩是否对收入(人均国内生产总值)有积极影响。使用面板模型,我们发现教育质量对创新和收入有显著的积极影响。尤其发现数学测试的高分是增加人均收入和创新的一个重要因素。