Financial and Technological Drivers of Sustainable Development: The Role of Communication Technology, Financial Efficiency and Education in BRICS

sustainability

Financial and Technological Drivers of Sustainable Development: The Role of Communication Technology, Financial Efficiency and Education in BRICS

Abstract: A clean environment enhances well-being and drives economic growth. BRICS nations aim to cut emissions while sustaining growth, aligning with global sustainability goals. Their strong economic progress underscores the need to explore the links between communication technology, financial efficiency, education, and renewable energy consumption. Therefore, to analyze these dynamics, this study examines data spanning from nineteen ninety to twenty twenty using a rigorous methodological framework. Initially, model selection was guided by AIC and BIC criteria by ensuring optimal model fit. Furthermore, multicollinearity was assessed using the Variance Inflation Factor, while heteroscedasticity and autocorrelation issues were tested through the Breusch-Pagan Test and the Ljung-Box Test, respectively. Additionally, cross-sectional dependence was checked, followed by stationarity analysis using the second-generation CIPS. The Westerlund Cointegration Test was employed to confirm long-run relationships. As a final preliminary test, the study uses the Hausman test for selection of the appropriate model specification. Subsequently, the PMG-ARDL approach was utilized to examine both short- and long-term dynamics. The findings reveal a significant negative relationship between renewable energy consumption, Gross Domestic Product, and carbon dioxide emissions. Conversely, renewable energy consumption exhibits a strong positive association with education, information and communication technology, the financial markets efficiency index, and the financial institutions efficiency index. Finally, the robustness of the PMG-ARDL results was validated through advanced techniques, including Fully Modified OLS and the Generalized Method of Moments, reinforcing the reliability of the findings. The study offers valuable policy recommendations to support sustainable development in BRICS nations.

One. Introduction

The BRICS nations-Brazil, Russia, India, China, and South Africa-represent a coalition of rapidly emerging economies with significant contributions to global trade, natural resource utilization, and economic resilience. In recent decades, China and India have demonstrated remarkable economic progress, notably in their respective economies. The BRICS countries are among the top ten global energy consumers. These countries collectively house forty percent of the world's population. The BRICS countries are currently experiencing significant transformation, with their economies steadily growing and thriving. China's economy has undergone substantial expansion and development over the course of the previous few decades. Currently, China is widely recognized as the second-largest economy worldwide. The impact of China is quite substantial in several areas, encompassing exports, carbon dioxide emissions, foreign direct investment, global sustainable development, and the transfer of skills among other nations. Rapid and significant growth of the economy is often seen as a positive phenomenon; nonetheless, it is not without its limitations and drawbacks. For example, the BRICS nations are presently focused on the task of mitigating emissions while simultaneously ensuring economic development remains unaffected. China now has the distinction of being the foremost worldwide emitter of carbon dioxide. India has recently had the most significant increase in emissions. However, it is worth noting that the BRICS countries continue to spearhead global economic growth. The phenomenon of economic empowerment has seen a transition away from established economies, mostly as a result of the growing strength and influence of developing markets. It is anticipated that the BRICS countries would contribute to over fifty percent of the global economic development until the conclusion of twenty thirty. Over the course of many decades, the proportion of global commerce accounted for by the BRICS nations has experienced a roughly threefold increase. Emerging economies have made substantial contributions to global economic growth and have concurrently stimulated international commerce. The BRICS nation has the capacity to promote enduring and comprehensive economic expansion through the implementation of carefully planned and strategic actions. In the forthcoming decades, it is anticipated that the primary focus of international development would revolve on the collaboration within BRICS nations, as well as between BRICS and other countries, in order to attain shared objectives. The BRICS countries have demonstrated strong economic performance over the previous few decades. Nevertheless, substantial economic expansion has resulted in environmental issues and a rise in carbon emissions.

The prioritization of renewable energies has emerged as a key focus for advanced nations' governments, driven by several compelling factors such as environmental sustainability, energy security, economic development, technical breakthroughs, and global leadership. During the nineteen nineties, renewable energy garnered recognition for its significant contribution to the advancement of ecological stability and were included into worldwide endeavors focused on minimizing the consequences of global warming. Many countries maintain the perspective that renewable energy is of significant importance in the effort to alleviate the impacts of greenhouse gas emissions. According to the twenty ten report by the International Energy Agency, there was a significant increase of one hundred sixty-five point four percent in power output derived from renewable energy sources between two thousand and two thousand ten. Despite the numerous commitments and pledges, the transition to renewable energies is progressing at a sluggish pace, and the objective of significantly increasing renewable energy consumption remains a distant goal. This gradual transition underscores the complex challenges and barriers that must be overcome to accelerate the adoption of clean and sustainable energy sources on a global scale. Nevertheless, the advancement towards adopting renewable energy sources is being hindered by a range of challenges, such as institutional limits and financial constraints. The most significant hurdle in the implementation of alternative energy sources is financing. Consequently, private investors must step forward, as public sector investments alone will be insufficient to provide the necessary capital for the execution of renewable energy projects. Renewable energy is often classified as a normal good, and there is a growing trend among private enterprises to focus their attention and allocate money towards renewable energy initiatives. Hence, via the establishment of partnerships with other financial markets, the efficiency of the financial sector may significantly contribute to reducing the financial obstacles that impede the widespread adoption of renewable energy. This collaboration has the potential to improve the accessibility and affordability of renewable energy solutions, thereby stimulating increased demand for environmentally friendly and sustainable energy sources. Furthermore, it has emphasized the enduring advantages of economic development in relation to the use of renewable energy, hence emphasizing the mutually beneficial connection between economic growth and sustainable energy practices. It provides a more nuanced perspective on this issue, highlighting the need of a synergistic relationship between economic development and renewable energy sources in order to effectively improve renewable energy consumption.

On the other hand, empirical investigations, shown by the study undertaken by, have revealed captivating dynamics. A number of studies have concluded a positive association between the use of renewable energy and carbon intensity, while other perspectives have also been presented that challenge this notion. Nevertheless, within the context of these deliberations, there is a discernibly restricted corpus of literature that is specifically focused on investigating the impact of IACT on the use of renewable energy. IACT, which includes various devices such as radio, television, the Internet, mobile phones, and tablets, play a crucial role in facilitating the wider adoption of renewable energy sources. However, their impact is sometimes undervalued. The incorporation of these technologies into sustainable energy practices holds the potential to make a substantial contribution towards the collecting, dissemination, and usage of information. The integration in question not only provides immediate advantages, but also has significant importance in attaining enduring sustainability, a critical aspect for the overall welfare of our planet. The use of IACT facilitates the efficient and prompt acquisition of information by individuals and organizations, as shown by the empirical investigation performed by. Moreover, IACT also involves the economic sphere. Ref. proposes that the use of IACT might play a pivotal role in shifting our economic paradigm away from an excessive focus on materialism. This transformation represents a notable progression towards the realization of a modernized, efficient, digitalized, and ecologically conscious economy. Nevertheless, it is essential to consider the counter viewpoint presented by. This analysis highlights a complex situation in which the production and use of IACT commodities may lead to a substantial rise in global energy demand. Moreover, Ref. argues that the interdependent relationship between the IACT is of paramount importance in promoting the extensive integration of renewable and sustainable energy sources. Moreover, education plays a crucial role in promoting renewable energy adoption and addressing environmental pollution. It equips individuals with the knowledge to make informed decisions about sustainable energy practices, fostering a greener future. By raising awareness and enhancing commitment to sustainability, education encourages proactive adoption of renewable energy and reduces environmental impact. Additionally, environmental degradation stems from energy-intensive activities and polluting technologies, necessitating education as a key strategy for mitigating these effects. Education fosters innovation, improves accessibility to sustainable energy solutions, and drives societal engagement in cleaner energy transitions. Moreover, heightened environmental awareness through education influences families to adopt renewable energy, embrace eco-friendly technologies, and contribute to a more sustainable lifestyle.

This research makes a significant contribution to energy economics by addressing critical gaps in the literature and providing new insights into the financial and technological drivers of renewable energy transitions in BRICS countries. Specifically, to the best of our knowledge, this study is the first empirical investigation to comprehensively examine the interplay between renewable energy investments and financial development within BRICS economies. Unlike prior studies that focus on individual countries or broader regions, our analysis provides a comparative perspective, highlighting the distinct roles of financial markets, financial institutions, education, and IACT in shaping renewable energy consumption. A key contribution of this study is the exploration of whether financial efficiency exerts a symmetric or asymmetric effect on renewable energy investments. Given that human behavior is inherently nonlinear, as suggested by and that asymmetric models are considered more robust than linear approaches, this investigation enhances the understanding of financial-market-driven energy transitions. Methodologically, the study employs ARDL-PMG models, which allow for a nuanced analysis of short- and long-term effects while accommodating variables with different integration orders (I zero and I one). Furthermore, by incorporating education and IACT as key enablers of renewable energy adoption, the study extends prior research that has predominantly focused on economic and policy factors, offering a more holistic perspective on energy transitions. Given BRICS' influence in global decision-making and their significant strides toward environmental sustainability, our findings provide valuable policy implications for fostering green investments and accelerating the shift toward clean energy. Ultimately, this research not only supports but also refines and extends the existing literature by demonstrating how financial market efficiency, institutional strength, education, and IACT collectively drive renewable energy consumption in emerging economies. Building on the study discussions, this research explores the following key questions.

One. What is the impact of CO2 emissions on renewable energy consumption in BRICS countries?

Two. How does financial market efficiency influence renewable energy consumption in BRICS countries?

Three. What is the relationship between economic growth and renewable energy consumption in BRICS countries?

Four. How does the efficiency of financial institutions affect renewable energy consumption in BRICS countries?

Five. What role does education play in promoting renewable energy consumption in BRICS countries?

Six. How does information and communication technology influence renewable energy consumption in BRICS countries?

The remainder of this study is structured as follows: Section Two presents a comprehensive literature review, examining the existing research on financial development, education, IACT, and their roles in renewable energy transitions within BRICS countries. Section Three outlines the methodology, detailing the data sources, econometric approach, and justification for using PMG-ARDL models. Section Four discusses the empirical results, providing an in-depth analysis of the short- and long-term effects of financial market efficiency, education, and IACT on renewable energy consumption. Section Five concludes the study by summarizing key findings and offering policy recommendations to enhance renewable energy investments in BRICS economies.