Management, Monitoring, Policy and Law, Artificial Intelligence
41
Scopus Publications
2752
Scholar Citations
30
Scholar h-index
69
Scholar i10-index
Scopus Publications
Skilled personnel risk management under war-induced forced migration: implications for labor market sustainability Iryna Bashynska, Natalia Selivanova, Olha Brahina, Iryna Bochevar, Mariia Plekan, et al. Humanities and Social Sciences Communications, 2026 This study develops a new methodological framework for workforce risk management by integrating the Human Capital Risk Index (HCRI), Monte Carlo simulations, sectoral employment analysis, and return scenario modeling. The HCRI quantifies workforce risks by measuring labor market pressure and economic burden on host countries, while Monte Carlo simulations forecast workforce volatility under different migration scenarios. The research further examines sectoral employment distribution of Ukrainian refugees and evaluates the impact of workforce repatriation on labor market stability in both host and home countries. Findings indicate that Poland and Czechia face the highest labor market risks, with HCRI values of 0.0372 and 0.0419, respectively, due to their high refugee-to-working-age population ratios. Germany, despite hosting the largest number of Ukrainian refugees, maintains labor market resilience due to its strong economy. Monte Carlo simulations reveal that workforce risks remain volatile in smaller economies, while more developed labor markets, such as those in Germany and the UK, demonstrate greater absorption capacity. The study also highlights the demographic and economic benefits of Ukrainian refugees, as their potential family reunification could rejuvenate aging labor markets in host countries. The study proposes policy recommendations for both Ukraine and host countries. This research contributes to the field of labor migration and workforce risk management by offering a long-term strategic approach to balancing labor integration and repatriation scenarios. Future studies should combine advanced digital tools with empirically grounded approaches, including surveys and interviews with refugees and employers, to improve workforce risk forecasting and policy design.
Beyond One-Size-Fits-All: A Flow-Based Typology of Circular Industrial Symbiosis Ecosystems and Equifinal Pathways to Environmental Performance Olena Pavlova, Oksana Liashenko, Kostiantyn Pavlov, Maryna Nagara, Iryna Bashynska, et al. Sustainability Switzerland, 2026 Industrial symbiosis (IS) research has documented many successful ecosystems but still lacks an empirically grounded typology linking resource flow configurations to environmental outcomes across diverse contexts. This study develops such a typology and tests whether distinct configurations achieve comparable environmental performance through different pathways—the configurational principle of equifinality. Drawing on 68 documented IS ecosystems across 48 countries, we apply k-means clustering to five flow-intensity dimensions—material, energy, water, logistics, and knowledge—and characterise the resulting partition using one-way ANOVA, Tukey HSD post hoc tests, multinomial logistic regression, and a Cox proportional-hazards model. Four configurations emerge: a dominant low-flow group (n = 34) and three coordinated configurations—energy–knowledge (n = 11), material-dominant (n = 16), and water-oriented (n = 7). The three coordinated configurations all significantly outperform the low-flow group on environmental performance (F(3, 57) = 11.60, p < 0.001), with effect sizes very similar and no significant differences among them, providing direct empirical evidence for equifinality. Economic performance does not differ significantly across configurations, and the multinomial model of contextual predictors is jointly insignificant—a pattern we read as consistent with equifinal contextual pathways rather than as a methodological flaw. Robustness checks across alternative clustering algorithms, operationalisations, and sub-samples support the typology’s stability. This study contributes an empirically grounded framework for circular economy practice that moves beyond one-size-fits-all prescriptions and offers a configurational lens for the design of sustainable industrial ecosystems.
Smart Solutions: A New Direct Current Electric Machine Design to Reduce Weight and Enhance Efficiency Dmytro Ivliev, Iryna Bashynska, Volodymyr Kosenkov, Andrii Boiko, Liubov Niekrasova, et al. Global Challenges, 2025 The main use of brush direct current (DC) motors has traditionally been in variable speed applications. Although the introduction of variable‐frequency systems shifted the market toward alternating current (AC) technologies, direct current (DC) solutions remain relevant, especially with solar power generation where DC operation can avoid inverters. However, the high cost of brush DC motors limits broader use, creating a need for designs with higher efficiency, lower cost, and simplified manufacturing. A promising solution is the direct current motor with a winding‐free rotor (DCFR). This design eliminates commutating poles and compensating windings while maintaining high overload capacity, and it doesn’t require expensive permanent magnets. Since all windings are stationary, the DCFR can operate with either a commutator or an electronic controller. Research results demonstrate clear advantages of the electronically controlled DCFR compared to a classic DC motor. With a rated power of 5.9 kilowatts and a nominal speed of 1490 revolutions per minute (rpm), the DCFR weighs only 60 kg versus 76 kg for the conventional design. Efficiency reaches 91.8%, compared to 85%. These improvements in efficiency, reduced weight, and lower material costs indicate that the DCFR design is highly suitable for both variable speed operations and solar energy applications.
Financial Mechanisms and Risk-Based Modeling of Energy Efficiency and Renewable Energy Adoption in Households Olha Prokopenko, Galyna Trypolska, Iryna Bashynska, Oleksandr Telizhenko, Włodzimierz Strelcow, et al. Energies, 2025 The research aims to evaluate financial instruments on household uptake of energy efficiency and renewable energy towards different risk scenarios. The study addresses the problem of behavioral response to financial incentives when technological, financial, or institutional risks are perceived as continuous. Two sophisticated models were used for the analysis to quantify the effect of subsidies, green loans, personal income, energy costs, and governmental support for energy efficiency and renewable energy uptake. The research data came from the UK, Estonia, Germany, Poland, and Ukraine between 2022 and 2024. The results suggest that countries experiencing drops in risk indices with strong institutional support, such as Germany and the UK, had maximum improvement in energy efficiency (as high as 598.72 kWh saved a year) and renewable energy implementation rates (above 30%). Countries posing high risk, like Ukraine, require more potent and custom-made strategies to achieve comparable advances compared to a less-risky environment. The evidence indicates that even financial mechanisms are most fruitful if they are complemented by risk management tactics. With these results, policymakers can proceed with useful information in formulating economically appropriate strategies that rely on realistic assumptions of behavior.
Modelling the risks of international trade contracts Department of Accounting, Analysis and Audit, Odessa National Polytechnic University, Odessa, Ukraine., Iryna Bashynska, Olena Sokhatska, Department International Economic Relations, Ternopil National Economic University, Ternopil, Ukraine, Tetiana Stepanova, et al. International Journal of Innovative Technology and Exploring Engineering, 2019
Game risk management methods for investment portfolio optimization Department of Accounting, Analysis and Audit, Odessa National Polytechnic University, Odessa, Ukraine, Iryna Bashynska, Maryna Baldzhy, Department of Economics, Law and Business Management, Odessa National Economic University, Odessa, Ukraine, Larysa Ivanchenkova, et al. International Journal of Recent Technology and Engineering, 2019
Smart solutions: Risk management of crypto-assets and blockchain technology International Journal of Civil Engineering and Technology, 2019
Smart solutions: Protection NFC cards with shielding plates International Journal of Civil Engineering and Technology, 2018
Using SMM by industrial enterprises Actual Problems of Economics, 2016
Using the method of expert evaluation in economic calculations Actual Problems of Economics, 2015
RECENT SCHOLAR PUBLICATIONS
Beyond One-Size-Fits-All: A Flow-Based Typology of Circular Industrial Symbiosis Ecosystems and Equifinal Pathways to Environmental Performance O Pavlova, O Liashenko, K Pavlov, M Nagara, I Bashynska, D Harapko, ... Sustainability 18 (8), 3820 , 2026 2026
Механізм розвитку інноваційного потенціалу агропромислових підприємств в умовах міжнародної економічної інтеграції ІО Башинська, ЛА Некрасова, ІА Башинський Здобутки економіки: перспективи та інновації , 2026 2026
Skilled personnel risk management under war-induced forced migration: implications for labor market sustainability I Bashynska, N Selivanova, O Brahina, I Bochevar, M Plekan, L Danchak Humanities and Social Sciences Communications , 2026 2026 Citations: 1
Beyond One‐Size‐Fits‐All: A Configurational Typology of Symbiosis Circular Innovation Industrial Ecosystems O Pavlova, O Liashenko, K Pavlov, M Nagara, I Bashynska, D Harapko, ... Preprints , 2026 2026
Smart assessment of the unified power system efficiency in the context of smart grid: an ideal point–based multi-criteria method I Bashynska, V Kryvda, V Suvorov, L Niekrasova, M Maksymov, ... International Journal of Electrical Power & Energy Systems 175, 111644 , 2026 2026
Ethical aspects of AI use in the circular economy I Bashynska AI & SOCIETY 41 (1), 575-593 , 2026 2026 Citations: 26
Smart Solutions: A New Direct Current Electric Machine Design to Reduce Weight and Enhance Efficiency D Ivliev, I Bashynska, V Kosenkov, A Boiko, L Niekrasova, I Chepovskyi Global Challenges 9 (12), e00167 , 2025 2025
Financial Mechanisms and Risk-Based Modeling of Energy Efficiency and Renewable Energy Adoption in Households O Prokopenko, G Trypolska, I Bashynska, O Telizhenko, W Strelcow, ... Energies 18 (21), 5799 , 2025 2025 Citations: 1
Assessment of the Efficiency of Enterprises in the Context of Industrial Sustainability Through Cyclical Solutions I Bashynska, L Niekrasova, V Khmurova, L Zakharchenko Design, Simulation, Manufacturing: The Innovation Exchange, 81-90 , 2025 2025
Conclusion to Organisational Support for the Circular Economy through Shaping Employee Green Behaviour D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Organisational Support for the Circular Economy through Shaping Employee … , 2025 2025
The impact of leaders on employee green behaviour D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Organisational Support for the Circular Economy through Shaping Employee … , 2025 2025 Citations: 1
Destroyers and saviours: how organisations contribute to the environmental degradation and protection D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Organisational Support for the Circular Economy through Shaping Employee … , 2025 2025 Citations: 1
Vertical support for employee green behaviours in organisations D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Organisational Support for the Circular Economy through Shaping Employee … , 2025 2025
AI and organisational greening D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Organisational Support for the Circular Economy through Shaping Employee … , 2025 2025
Horizontal support for employee green behaviours in organisations D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Organisational Support for the Circular Economy through Shaping Employee … , 2025 2025
Micro-foundation of circular economy: employee green behaviours D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Organisational Support for the Circular Economy through Shaping Employee … , 2025 2025
Spillover effects between green behaviour at work and at home D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Organisational Support for the Circular Economy through Shaping Employee … , 2025 2025
Organisational Support for the Circular Economy through Shaping Employee Green Behaviour D Lewicka, A Glińska-Neweś, R Batko, I Bashynska, HU Rehman Edward Elgar Publishing , 2025 2025 Citations: 7
Using machine learning algorithms to analyze energy consumption data and optimize management processes at smart enterprises I Bashynska, Y Khaustova Data-Centric Business and Applications: Modern Trends in Financial and … , 2025 2025 Citations: 2
Methodological and Legislative Tools for Management of Assimilation of Labor Migrants I Bashynska, K Zaichenko, Y Kichuk Data-Centric Business and Applications: Modern Trends in Financial and … , 2025 2025
MOST CITED SCHOLAR PUBLICATIONS
Маркетингові комунікації підприємства у соціальних мережах ІО Башинська Економічні науки. Сер.: Економіка та менеджмент, 36-41 , 2012 2012 Citations: 143
Methodology for assessment of inclusive social responsibility of the energy industry enterprises M Dudek, I Bashynska, S Filyppova, S Yermak, D Cichoń Journal of Cleaner Production 394, 136317 , 2023 2023 Citations: 111
Risk management through systematization: Risk management culture S Filyppova, I Bashynska, B Kholod, L Prodanova, L Ivanchenkova, ... 2019 Citations: 86
The overview-analytical document of the international experience of building smart city I Bashynska, A Dyskina Business: Theory and Practice 19, 228-241 , 2018 2018 Citations: 80
Удосконалення системи управління ризиками на підприємстві ІО Башинська, АА Полещук, АВ Мотова Причорноморські економічні студії, 91-94 , 2017 2017 Citations: 69
Using the method of expert evaluation in economic calculations IO Bashynska Aktual'ni Problemy Ekonomiky= Actual Problems in Economics, 408 , 2015 2015 Citations: 69
Enhancing the Activity of Employees of the Communication Department of an Energy Sector Company Y Malynovska, I Bashynska, D Cichoń, Y Malynovskyy, D Sala Energies 15 (13), 4701 , 2022 2022 Citations: 63
Investment and innovation activity of renewable energy sources in the electric power industry in the south-eastern region of Ukraine D Sala, I Bashynska, O Pavlova, K Pavlov, N Chorna, R Chornyi Energies 16 (5), 2363 , 2023 2023 Citations: 62
Performance assessment of sustainable leadership of enterprise’s circular economy-driven innovative activities I Bashynska, Y Malynovska, N Kolinko, T Bielialov, M Järvis, K Kovalska, ... Sustainability 16 (2), 558 , 2024 2024 Citations: 61
Smart solutions: Risk management of crypto-assets and blockchain technology I Bashynska, M Malanchuk, O Zhuravel, K Olinichenko International Journal of Civil Engineering and Technology (IJCIET), 1121-1131 , 2019 2019 Citations: 59
Sales tunnels in messengers as new technologies for effective Internet-marketing in tourism and hospitality I Bashynska, I Lytovchenko, D Kharenko International Journal of Innovative Technology and Exploring Engineering 8 … , 2019 2019 Citations: 56
Game risk management methods for investment portfolio optimization I Bashynska, M Baldzhy, L Ivanchenkova, L Skliar, G Tkachuk, O Nikoliuk International Journal of Recent Technology and Engineering 8 (2), 3940-3943 , 2019 2019 Citations: 54
Using SMM by industrial enterprises IO Bashynska Aktual'ni Problemy Ekonomiky= Actual Problems in Economics, 360 , 2016 2016 Citations: 53
Управління ризиками в проектах ІО Башинська, ДО Макарець Економіка. Фінанси. Право, 38-40 , 2017 2017 Citations: 52
Managing human capital with AI: Synergy of talent and technology I Bashynska, O Prokopenko, D Sala Scientific Journal of Bielsko-Biala School of Finance and Law 27 (3), 39-45 , 2023 2023 Citations: 48
Assessing the outcomes of digital transformation smartization projects in industrial enterprises: a model for enabling sustainability I Bashynska, S Mukhamejanuly, Y Malynovska, M Bortnikova, M Saiensus, ... Sustainability 15 (19), 14075 , 2023 2023 Citations: 47
Management of smartization of business processes of an industrial enterprise to ensure its economic security I Bashynska Schweinfurt: Time Realities Scientific Group UG (haftungsbeschränkt) , 2020 2020 Citations: 42
Assessment of investment and innovation image of the regions of Ukraine in terms of sustainable transformations I Bashynska, G Smokvina, L Yaremko, Y Lemko, T Ovcharenko, S Zhang Acta Innovations 43, 63-77 , 2022 2022 Citations: 38
Modelling the risks of international trade contracts I Bashynska, O Sokhatska, T Stepanova, M Malanchuk, S Rybianets, ... International Journal of Innovative Technology and Exploring Engineering 8 … , 2019 2019 Citations: 38
