Green Energy Patents Boost Company Profitability

For nuclear energy, the increase can be up to 1.6%
An ESG strategy—Environmental, Social, and Corporate Governance—not only helps preserve the environment but can also generate tangible income. Thus, the use of renewable energy sources (RES) and green technologies in the energy sector enhances return on investment and profitability. In contrast, higher CO2 emissions result in lower financial performance. This has been demonstrated in a collaborative study by the HSE Faculty of Economic Sciences and the European University at St. Petersburg. Their findings have been published in Frontiers in Environmental Science.
In recent years, green energy technologies have made significant advancements. Governments and businesses invest hundreds of billions of dollars in developing renewable energy sources (RES), nuclear energy, and electric transportation. In 2020, their share accounted for 40% of all investments in the energy sector, totalling $400 billion. In the European Union, spending on green energy is 3.5 times higher than on traditional energy. Meanwhile, China has reduced investments in the gas and oil sectors by 40% to focus on developing RES. Increasingly, research demonstrates that adopting green technologies can have a positive impact on company profitability.
Elena Makeeva, Associate Professor at the HSE Faculty of Economics, Konstantin Popov, Research Assistant at the HSE Corporate Finance Centre, and Olga Teplova, Research Fellow at the European University at St. Petersburg, have investigated how investments in green energy impact the profitability of energy companies in the BRICS countries. The researchers studied 63 largest firms in the BRICS countries and examined their key financial performance indicators, including return on assets (ROA), return on invested capital (ROIC), and market capitalisation.
CO2 emissions and patents related to three primary types of green energy—renewable energy technologies, combustion technologies with mitigation potential, and nuclear energy technologies—were considered as independent variables. China leads among BRICS member countries in all types of patents, with its share reaching 94% for patents in the field of renewable energy and 89% for patents related to hybrid energy systems.

The model also incorporated the company's revenue and investments, along with the per capita GDP of the company's home country, as controls. The authors constructed several models to establish a connection between investments in green technologies, carbon dioxide emissions, and the return on assets and investments, and market capitalisation of companies.
They have found that higher CO2 emissions significantly reduce company profitability and negatively affect market capitalisation: a 1% increase in carbon dioxide emissions results in nearly a 2% decrease in company profitability. The return on investment decreases even further, by 5% to 7%, along with a decrease in market capitalisation. Conversely, the more 'green energy' patents a company registers, the greater its profitability. The return on assets increases by 0.7% on average, and patents in the field of nuclear energy result in the largest increase of up to 1.6%. The return on investment has been found to increase by 2% to 3%. The researchers note that patents for renewable energy technologies contribute significantly only to ROIC, whereas combustion technologies with mitigation potential and nuclear technologies positively influence all financial performance indicators of companies. The authors also advocate for further advancements in nuclear power technology, since a nuclear power plant is a powerful, stable, and low carbon energy source with a long operational lifespan.
However, it should be noted that investments in green energy typically involve long-term commitments and do not yield immediate financial returns. This study demonstrates that businesses prioritising social and environmental responsibility in their operations can eventually achieve significant profits.
Associate Professor, Faculty of Economics, HSE University
The development of green energy should be a priority for BRICS countries, and investing in infrastructure and improving legislation are crucial factors for an expansion of low-carbon technologies in the electric power industry.
See also:
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
Researchers Rank Recommendation Algorithms Using Sports Tournament Model
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed an approach for selecting recommendation algorithms more effectively. Their approach uses pairwise comparisons of algorithms to create a tournament table, with the overall ranking based on their performance across all datasets in the tournament. This can reduce the number of algorithms that need to be tested when developing new services, saving both time and money. The study was presented at the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026).
Researchers Develop Method for Direct Generation of Regulatory DNA
Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’
Researchers at HSE University and Sber Train Neural Networks to Better Predict User Preferences
The HSE FCS AI and Digital Science Institute and Sber have introduced a new architecture for recommendation systems that combines two classes of models, enabling algorithms to better predict users’ interests and needs. A preprint of the paper has been published on arxiv.org and presented at Urban ML.
Physicists Discover What Happens Inside a Stable Vortex
Large vortices with characteristic spiral arms are often observed in the atmosphere and the ocean. Physicists from HSE University have explained how these structures form and why they retain their shape. The researchers found that velocities at points located along the same vortex arc remain correlated even over long distances. At the same time, this correlation weakens rapidly with increasing distance from the vortex centre. These differences help explain the formation of spiral arms and may improve models of atmospheric and oceanic currents. The findings have been published in Physical Review Fluids.
‘The Peak of Stupidity’ and ‘The Valley of Despair’: HSE Economists Propose an Explanation for the Dunning–Kruger Effect
The Dunning–Kruger effect, which describes a sharp surge in self-confidence among beginners followed by an equally rapid decline as they gain experience, can be explained by the nature of the learning process and the acquisition of new knowledge. This conclusion was reached by Andrey Vorchik of the HSE Faculty of Economic Sciences together with independent researcher Murat Mamyshev. They developed a mathematical model of learning and demonstrated how subjective confidence is formed and changes as knowledge accumulates, as well as how teachers can reduce the ‘valley of despair’ experienced by learners.
Toffee and Risk: Scientists Discover Why People Who Crave Sweets Make More Impulsive Choices
Having a sweet tooth may be linked not only to eating habits but also to the way people make decisions. Researchers at HSE University have found that people with a preference for sweet foods tend to behave more impulsively—not because they want immediate rewards, but because they are less willing to tolerate uncertainty. These findings may help improve treatments for addiction. The study findings have been published in Frontiers in Psychology.
Physicists Find a Way to Model Ion Parameters in Plasma in Seconds
Researchers from HSE University and the Moscow Institute of Physics and Technology (MIPT) have developed a set of simple analytical methods for calculating the properties of heavy ions in helium under the influence of a strong electric field. The new approach speeds up calculations of ion mobility and ion–molecule reaction rates by thousands of times while maintaining sufficient accuracy for plasma jet modelling. The findings have been published in the journal Physica Scripta.
Two Years of Growth or Decline: How to Choose an Investment Strategy
Economists from HSE University, together with colleagues from international universities, have analysed stock market movements over almost a century and proposed an investment strategy that could have delivered returns nearly twice as high as the market average. Their research suggests following a momentum strategy during periods of sustained market growth and switching to a value strategy after prolonged market declines. The study has been published in the Journal of Banking and Finance.
Researchers Reveal Link Between Attention and Communication Difficulties in Autism
Researchers at HSE University have examined how communication difficulties in children with autism are related to brain function. The findings show that not only language networks but also attention networks play an important role. The weaker the connections involved in maintaining focus and switching attention, the more pronounced communication difficulties were. The study has been published in European Child & Adolescent Psychiatry.


