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Muhammad Ehtisham Altaf Awan

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Open access Aug 2026

Education, Economic Growth, and Digital Infrastructure as Drivers of Entrepreneurship: A Panel Data Analysis

This paper analyzes the association between education, economic growth, digital infrastructure and entrepreneurship based on panel data of 150 countries for 2010-2024. In performing random-effects GLS regression with Driscoll–Kraay standard errors, education level (β = 0.003, p < 0.001) and economic growth (β = 0.004,...

S. Maham, Muhammad Ehtisham Altaf Awan, Muhammad Aqib et al. · 0 citations

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