<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The study uses a modified Kalman filter to analyse the impact of innovative human capital’s contribution to China’s economic development. The Kalman filter-STI model is used, and the growth rates of labour force, physical capital and innovative human capital and their contributions to economic growth are further calculated. The analysis employing the Kalman filter-STI model leads to the following results: In 2015, the sum of innovative human capital in each region increased by 6.15% compared to 2010. From 2005 to 2021, the number of scientific and technical papers included in three international systems in China decreased from 45% to 31% in Beijing, from 34% to 21% in Shanghai, and decreased in Jilin and Gansu. Jiangsu Province is the province with the largest increase in the share, from 13% to 26%.</p>
</abstract>

The study uses a modified Kalman filter to analyse the impact of innovative human capital’s contribution to China’s economic development. The Kalman filter-STI model is used, and the growth rates of labour force, physical capital and innovative human capital and their contributions to economic growth are further calculated. The analysis employing the Kalman filter-STI model leads to the following results: In 2015, the sum of innovative human capital in each region increased by 6.15% compared to 2010. From 2005 to 2021, the number of scientific and technical papers included in three international systems in China decreased from 45% to 31% in Beijing, from 34% to 21% in Shanghai, and decreased in Jilin and Gansu. Jiangsu Province is the province with the largest increase in the share, from 13% to 26%.

Research on innovative human capital for China’s economic development based on STI model

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

The study uses a modified Kalman filter to analyse the impact of innovative human capital’s contribution to China’s economic development. The Kalman filter-STI...

Research on innovative human capital for China’s economic development based on STI model

Published Online: Dec 23, 2022

Page range: 581 - 590

Received: Jul 19, 2022

Accepted: Sep 16, 2022

DOI: https://doi.org/10.2478/amns.2021.2.00292

Keywords
innovative human capital, STI model, Chinese economy, Kalman filter algorithm, economic development

© 2023 Qingqing Yang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Fig. 1

Fig. 2

Fig. 3

Research on innovative human capital for China’s economic development based on STI model

Published Online: Dec 23, 2022

Page range: 581 - 590

Received: Jul 19, 2022

Accepted: Sep 16, 2022

DOI: https://doi.org/10.2478/amns.2021.2.00292

Keywordsinnovative human capital, STI model, Chinese economy, Kalman filter algorithm, economic development

© 2023 Qingqing Yang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Fig. 1

Fig. 2

Fig. 3

Keywords
innovative human capital, STI model, Chinese economy, Kalman filter algorithm, economic development