Muslum Mursalov
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The role of R&D expenditure and human capital in shaping economic growth: A time series analysis of Hong Kong
Zeynab Giyasova
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Muslum Mursalov
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Jeyhun Hajiyev
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Nelson Amowine
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Gunay Panahova
doi: http://dx.doi.org/10.21511/ppm.23(3).2025.16
Problems and Perspectives in Management Volume 23, 2025 Issue #3 pp. 218-231
Views: 936 Downloads: 291 TO CITE АНОТАЦІЯType of article: Research Article
Abstract
This study investigates the causal relationship between research and development (R&D) financing and economic growth in Hong Kong over the period 1998–2022. It examines both public and private R&D expenditures, along with the number of researchers involved in R&D, to evaluate their influence on GDP per capita. Utilizing advanced time series econometric techniques, including the Toda-Yamamoto causality approach and cointegration analysis, the results reveal a statistically significant unidirectional causality from R&D expenditure to GDP per capita (χ² = 26.443, p < 0.01) and from researchers in R&D to GDP per capita (χ² = 38.164, p < 0.01). Additionally, feedback effects were observed, with GDP per capita also causing R&D expenditure (χ² = 17.471, p < 0.01), and R&D expenditure influencing the number of researchers (χ² = 6.718, p < 0.01). These findings highlight the dynamic interplay between financial inputs and human capital in R&D and underscore the importance of sustained investment and a skilled research workforce in fostering long-term economic growth. The evidence supports the strategic role of R&D policy in enhancing productivity and promoting economic sustainability in knowledge-based economies. -
Do fossil fuel finance restrictions promote renewable energy? The moderating role of banking system depth
Environmental Economics Volume 17, 2026 Issue #2 pp. 208-231
Views: 81 Downloads: 23 TO CITE АНОТАЦІЯType of the article: Research Article
Abstract
Renewable energy expansion is a cornerstone of environmental policy, yet empirical evidence on whether restricting international public finance for fossil fuels accelerates this transition remains scarce. This study assesses whether international public finance restrictions on fossil fuels promote renewable energy development across a panel of 128 countries, and how banking system depth moderates this policy effect. The analysis employs fixed-effects models with country-specific linear trends, validated through event-study, placebo, and first-difference checks, drawing on World Bank and Clean Energy Transition Partnership data. The results indicate that fossil fuel finance restrictions increase the share of renewable energy in total final energy consumption by 11.5-15.3 percentage points (p < 0.05), representing a relative increase of 40–53% compared with the sample mean of 28.9%. The first-difference estimator confirms that restrictions add nearly 1 percentage point to annual growth in the renewable energy share (β = 0.908, p = 0.013). The effect concentrates on non-hydro technologies: excluding hydropower, the estimated increase reaches 15.1 percentage points (p = 0.013), indicating that the policy primarily stimulates solar and wind deployment. Banking system depth significantly moderates these effects (p < 0.05): the policy impact is virtually zero where domestic credit is below 25% of GDP, but reaches 12.9 percentage points where credit exceeds 100% of GDP. This conditional pattern shows that fossil fuel finance restrictions deliver meaningful environmental gains only where the financial system can redirect capital toward renewable energy investment.
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