Innovameter: Agent-based modeling of innovation determinants in American and European countries

This article discusses the dynamics of innovation in America and Europe, focusing on variables such as access to technology, education, and life expectancy. To do this, the article proposes an agent-based model called the Innovameter. The dependent variable i…
Melany Schultz · 15 days ago · 3 minutes read


Factors Influencing Innovation

Introduction

Innovation has two dimensions: the first focuses on manufacturing and mass consumption, prioritizing productivity within organizations, while the second focuses on economic development, with competitiveness, market internationalization, and globalization identified as crucial components, fostering inclusive, sustainable production and consumption systems that can withstand climate change.

However, the COVID-19 pandemic has led to a slowdown in productivity growth and other challenges. In fact, this slowdown in indicators of innovation, such as productivity growth, is at its lowest point in history, leading to questions about innovation's ability to generate future growth.

Additionally, to overcome barriers to technology adoption and diffusion, countries need to develop new innovation strategies and economic policies to enhance productivity, economic growth, and social welfare.

Global Innovation Leaders

A few countries excel in innovation, including the top three in Europe: Switzerland, Sweden, and the United Kingdom, along with the United States and Canada in North America. Chile, Brazil, and Mexico stand out in Latin America and the Caribbean, while South Africa, Botswana, and Kenya lead in sub-Saharan Africa. Israel, the United Arab Emirates, and Turkey are the top innovators in North Africa and East Asia. Republic of Korea, Singapore, and China are the leaders in Southeast Asia-East Asia, followed by India, Iran, and Uzbekistan in Central and South Asia. Switzerland, the United States, Sweden, the United Kingdom, the Netherlands, the Republic of Korea, Singapore, Germany, Finland, Denmark, China, France, Japan, Hong Kong, and Canada are the top 15 globally innovative countries.

Theoretical Framework

Schumpeter stated that innovation drives a country's economic dynamism and the diffusion of innovation is driven by individual and social interactions, forming a unique social culture. This accelerates not only economic growth but also international competitiveness, environmental sustainability, and improvements in a country's welfare.

Key Findings

The study found that high correlation exists between the Global Innovation Index ranking, level of education, and life expectancy statistics. These three variables, especially in conjunction, indicate that the capacity for innovation is facilitated by technology, education, and life expectancy.

An agent-based simulation model was developed, integrating these factors and allowing for dynamic and predictive understanding of innovation processes. This enables efficient and customized innovation policies across diverse national and regional contexts.

Discussion

Education

Education is crucial for innovation, offering technical skills, knowledge, creativity, and critical thinking. Countries with robust education systems tend to have populations better prepared for innovation and technology development. Higher education and research are also essential for developing new technologies and knowledge.

Areas for further research include exploring the impact of education systems on innovation capacity and comparing technical and general education's contributions to innovation.

Technology Access

Access to technology accelerates innovation by enabling novel concepts and solutions. Countries with advanced technology infrastructure, like high-speed internet and artificial intelligence, often lead in technological innovation.

Future research can investigate the impact of technology access on specific industries and the influence of technological barriers on emerging versus developed economies. Government policies aimed at improving technology access could also be examined.

Life Expectancy

Life expectancy influences innovation by contributing to overall well-being and providing opportunities for sustained learning and workforce participation. Countries with high life expectancy tend to emphasize public health and well-being, leading to a productive and creative workforce.

Future research can explore how life expectancy interacts with education and technology access to influence innovation. The relationship between public health policies, population aging, and innovative potential can also be studied.

The synergy of these factors creates an innovation ecosystem. Countries investing in technology, education, and health establish environments conducive to innovation. This leads to increased competitiveness and economic growth.