Knowledge and technology management to improve the quality of business 4.0 products
The dataset contains statistics on the quality of business 4.0 products: - ISO 9001 quality certificates/bn PPP $ GDP; - High-tech manufacturing, %. Knowledge Management Statistics in Business 4.0: - Knowledge-intensive employment, %; - Research talent, % in businesses. Technology Management Statistics in Business 4.0: - Industrial designs by origin/bn PPP$ GDP; - Production and export complexity. The values of all indicators are given in points from 1 to 100 (best). The sample includes 63 countries of the world. Data are for 2022. Data source: WIPO (2023). Global Innovation Index 2022, 15th Edition. What is the future of innovation driven growth?. Retrieved from https://www.wipo.int/publications/en/details.jsp?id=4622 (data accessed: 12.03.2023).
Steps to reproduce
Predicted values of knowledge and technology indicators: - Knowledge-intensive employment, %; - Research talent, % in businesses; - Industrial designs by origin/bn PPP$ GDP; - Production and export complexity. To do this, taking into account the arithmetic means and standard deviations, 100 random numbers are generated, which are forecasts of changes in factor variables in the “decade of action” (until 2030).