Ijraset Journal For Research in Applied Science and Engineering Technology
Authors: Aniket Gupta, Anbu Saravanan S, Ashwal Emmanuel Raj, Anshu , Argyam Deka, Aryan M V, Asha Kumari
DOI Link: https://doi.org/10.22214/ijraset.2023.56575
Certificate: View Certificate
Beyond its geopolitical roots, the conflict between Russia and Ukraine has had a significant effect on international trade and finance in both countries. This study explores the complex effects of the Russia-Ukraine conflict on national economies. This study examines the complex interactions between the factors influencing the internal trade and finance sectors using a thorough research technique that incorporates qualitative and quantitative assessments. This study investigates interruptions in supply networks, changes in trade patterns, and the difficulties experienced by firms in navigating geopolitical uncertainty in order to determine the impact on domestic commerce. The examination also explores the world of finance, investment environments, and currency stability. This research reveals complex insights into the dynamic economic landscape driven by geopolitical tensions through meticulous data collecting and strong analytical techniques. The results of this study show how the conflict between Russia and Ukraine has had a significant impact on domestic trade and finance. Businesses must adapt to shifting markets and geopolitical concerns while facing unprecedented obstacles. Financial institutions struggle with volatility, which calls for creative approaches to guarantee stability. Additionally, this research reveals policy ramifications, providing useful information for governments and companies looking to be resilient in the face of geopolitical unrest. In the end, this research offers useful information that is crucial for financial institutions, corporations, and governments in addition to advancing scholarly discourse. Stakeholders may successfully manage obstacles by comprehending the complex interactions between geopolitical conflicts and national economies. This will promote economic stability and sustainable growth in the face of difficulty.
I. INTRODUCTION
The ongoing conflict between Russia and Ukraine that started in 2014 is known as the "Russia-Ukraine war." In March 2014, after Ukraine's political reorientation toward the West, Russia annexed Crimea, a region in southeast Ukraine. Widespread worldwide condemnation and sanctions against Russia followed the annexation. Following the declaration of independence by pro-Russian separatists in eastern Ukraine's Donetsk and Luhansk, a full-scale conflict between Ukrainian military forces and these separatist rebels who were allegedly sponsored by Russia. With thousands of deaths and internal displacement of residents, the fighting has created a serious humanitarian disaster. Numerous ceasefires and peace accords, notably as the Minsk agreements, have been signed as part of continuous diplomatic efforts to end the conflict, but the situation is still precarious and hostilities continue in some places. Beyond just Russia and Ukraine, the war has had a significant impact on world geopolitics. Relationships between Russia and the West have been tense, which has resulted in sanctions and a change in regional alliances. The conflict has also caused worries about the stability of Eastern Europe and wider ramifications for both the regional power structure and global security.
II. LITERATURE REVIEW
Author: Ebru Orhan
Published: June 2022
Summary: The aim of this research is to reveal the effects of the Russia-Ukraine war on the global economy. While examining the economic impacts of the war in the research, the reports of organizations such as OECD, World Trade Organization, World Bank, UN, IMF, UNCTAD were used. According to the reports, it is possible to say that the conflict between Russia and Ukraine will affect the global economy via three main channels: financial sanctions, increase of commodity prices and supply chain disruptions.
2. “The Sustainability of International Trade: The Impact of Ongoing Military Conflicts, Infrastructure, Common Language, and Economic Wellbeing in Post-Soviet Region”
Authors: Innel Cablekova, Lubos Smutka, Svitlana Rotterova, Olesya Zhytna, Vit Kulger and David Mares
Published: 31 August 2022
Summary: The sustainability of international trade is heavily affected by the sanctions caused by the Russia–Ukraine conflict. This paper studies the factors predicting sustainable international trade in the post-Soviet region. The results suggest that Russian as a primary language and the average density of road networks positively predict bilateral trade volume. The results are robust over time. The results present an important insight into sustainable international trade within the region affected by the numerous military conflicts in the past and the war conflict between Russia and Ukraine nowadays.
3. “Heterogeneous impacts of wars on global equity markets: Evidence from the invasion of Ukraine”
Authors: Sabri Boubaker, John W. Goodell, Dharen Kumar Pandey, and Vineeta Kumari
Published: 4 May 2022
Summary: In this study the authors examine the impact of the 2022 Russian invasion of Ukraine and they find that this invasion generated negative cumulative abnormal returns for global stock market indices, but with heterogeneous effects. Cross-sectional analysis reveals that economic globalization as measured by GDP-scaled trade is negatively associated with event-day and post-event returns. Consistent with the expected economic stimulus of military preparedness, markets of NATO countries exhibited higher returns. Results are consistent with markets of more globalized economies being more vulnerable to international conflicts, with, however, notable heterogeneities.
4. “The reaction of G20+ stock markets to the Russia–Ukraine conflict “black-swan” event: Evidence from event study approach”
Authors: Imran Yousaf, Ritesh Patel, and Larisa Yarovaya
Published: 22 July 2022
Summary: In this paper author examine the impact of the breakout of the conflict between Russia and Ukraine on the G20 and other selected stock markets using the event study approach. The analysis of the abnormal returns before and after the launch of the ‘special military operation’ by Russian military forces on the 24th of February 2022 revealed a strong negative impact of this military action on most of the stock markets, especially on the Russian market. The aggregate stock market analysis indicates a significant and negative impact of the Russia–Ukraine conflict on the event day and post event days. At last, the regional analysis indicates that the European and Asian regions are significantly and adversely affected by this event.
5. “Economic Sanctions Disruption on International Trade Patterns and Global Trade Dynamics: Analysing the Effects of the European Union’s Sanctions on Russia”
Authors: June Borge Doornich and Andreas Raspotnik
Published: 12 October 2020
Summary: This case study of the economic sanctions imposed by the European Union on the Russian Federation in response to the annexation of the Crimean Peninsula serves as an illustrative example that provides new, in-depth insights into the implications of economic sanctions for international trade patterns and global trade dynamics. We conclude that sanctions negatively affect bilateral trade between the sanctioner and the target country, and that sanctions constrain the target country’s integration into the global economy.
6. “No milk for the bear: the impact on the Baltic states of Russia's counter-sanctions”
Author: Kaspar Oja
Published: 28 July 2015
Summary: This paper assesses the effect of Russia's counter-sanctions on the economies of the Baltic States using different statistics sources and an international input–output model, while considering possible data problems in international trade data due to re-exports. The amount of trade affected by Russia's counter-sanctions varies across the Baltic States. The overall impact of the sanctions on GDP once intra-EU supply chains are considered is below 0.5% of GDP in all the Baltic States.
7. “The impact of the Russian Aggression against Ukraine on the Russia-EU Trade”
Authors: Mario Arturo Ruiz Estrada and Evangelos Koutronas
Published: 16 June 2022
Summary: This paper intends to establish conceptual foundations for analysing the economic dimensions of a territorial military conflict. The Intraregional Trade Disruption from War Simulator attempts to estimate the heterogeneous macroeconomic effects of the military conflict. The model suggests two primary indicators and four secondary indicators. The agriculture exports, industrial and manufacturing exports, service exports, and FDI flows capture the trade and investment interdependency. The model investigates the impact of the Russo-Ukraine military conflict on the bilateral trade and investment between the Russian Federation and the European Union.
8. “International Trade in the Post-Soviet Space: Trends, Threats, and Prospects for the Internal Trade within the Eurasian Economic Union”
Authors: Vera Kot, Arina Barsukova, Wadim Strielkowski, Mikhali Krivko and Lubos Smutka
Published: 27 December 2022
Summary: This paper discusses the dynamics of foreign trade in the post-Soviet space within the Eurasian Economic Union (EAEU) during the period from 2015 to 2021. Additionally, the paper analyzes export indicators in foreign and mutual trade of the EAEU member countries and diversification of the commodity structure as well as its dynamics based on the commodity concentration index for each member country. The paper also identifies the strengths and weaknesses of the EAEU, analyzes the opportunities and threats of development, and focuses on the trends and prospects.
9. “Impact of Western Sanctions on Russia in the Ukraine Crisis”
Author: Wan Wang
Published: 26 March 2015
Summary: In this article, the author analyses the impact of western sanctions in Ukraine crisis on Russia using literature, official data, and opinion polls. First, the Ukraine crisis and the events of Russia’s annexation of Crimea reviewed. Then, the sanctions against Russia imposed by the West and Russia’s anti-sanction measures are examined. Last, the impact of the sanction on Russia’s domestic and diplomatic strategies is analysed.
10. “Economic Consequences and Implications of the Ukraine-Russia War”
Authors: Madina Khudaykulova, He Yuanqiong and Akmal Khudaykulov
Published: 4 May 2022
Summary: In this paper authors review the economic impact of war, and discuss the potential implications of the Russia Ukraine war on the local economies and global economy. There are human costs of war along with the adverse economic implications related to devastation, inflation, limitation of services debt increase, and daily economic life.
III. OBJECTIVES OF STUDY
IV. RESEARCH METHODOLOGY
Applying of the method of abstraction was used to identify the “The impact of Russia-Ukraine War on International Trade and Finance”
Mixed-Methods Approach: Combining quantitative and qualitative methods can offer a comprehensive understanding i.e., both qualitative and quantitative methods have been used to understand the impact of mergers and acquisitions.
Qualitative method used published research paper, surveys, In-depth interviews of key stakeholders such as government officials, economists, trade experts, and business leaders that was conducted before gave qualitative insights into the war's impact. These interviews were semi-structured that allowed for open-ended discussions. Quantitative method used statistical data related to international trade, financial markets, and economic indicators from sources like the World Trade Organization, International Monetary Fund, and national economic databases. This data enabled us to identify trends, correlations, and quantitative impacts.
Comprehensive analysis was used to identify the impact of the war globally and some examples related to the event that how it influenced the two countries individually and the others at the same time are mentioned from secondary source of data.
V. DATA ANALYSIS
Russia-UKRAINEWAR
The ongoing conflict between Russia and Ukraine that started in 2014 is known as the "Russia-Ukraine war." In March 2014, after Ukraine's political reorientation toward the West, Russia annexed Crimea, a region in southeast Ukraine. Widespread worldwide condemnation and sanctions against Russia followed the annexation. Following the declaration of independence by pro-Russian separatists in eastern Ukraine's Donetsk and Luhansk, a full-scale conflict between Ukrainian military forces and these separatist rebels—who were allegedly sponsored by Russia—began. With thousands of deaths and internal displacement of residents, the fighting has created a serious humanitarian disaster. Numerous ceasefires and peace accords, notably as the Minsk agreements, have been signed as part of continuous diplomatic efforts to end the conflict, but the situation is still precarious and hostilities continue in some places. Beyond just Russia and Ukraine, the war has had a significant impact on world geopolitics. Relationships between Russia and the West have been tense, which has resulted in sanctions and a change in regional alliances. The conflict has also caused worries about the stability of Eastern Europe and wider ramifications for both the regional power structure and global security.
VI. KEY ASPECTS AND ONGOING CHALLENGES
A. Key Aspects
B. Ongoing Challenges
VII. IMPACT OF THE CONFLICT ON INTERNATIONAL TRADE AND FINANCE
A. Disruption Of Internal Trade
Ukraine: Internal trade within Ukraine has been severely hampered by the fighting. Directly impacted areas have seen economic downturn, which has hampered neighborhood businesses and trade activity.
Russia: Although sanctions implemented by Western nations have not directly damaged Russia internally, they have had an influence on Russian firms, creating economic difficulties and altering the dynamics of internal commerce.
B. Shifts In Trade Partnerships
Ukraine: As a result of the crisis, Ukraine is now forced to hunt for new trading partners. Through trade diversification and a strengthening of links with the European Union, the nation has lessened its reliance on Russia.
Russia: Russia has also changed its direction, forging closer connections with other nations like China and looking for fresh commercial alliances in Asia and the Middle East.
C. Impact On Agriculture And Energy Trade
Ukraine: The violence has hampered farming in the country's eastern areas, which has a bearing on food production and trade. Additionally, disagreements with Russia over gas supply have had an impact on Ukraine's energy sector.
Russia: Sanctions have made it harder for Russia to obtain finance and technology, which influences its energy sector. Due to the impact on internal finances, there are now financial and economic issues.
D. Currency Devaluation And Economic Uncertainty
Ukraine: The crisis has caused the hryvnia to lose value, which has brought on economic uncertainty. Internal trade has been impacted because of the difficulties businesses encounter as a result of currency volatility.
Russia: The Russian currency has been impacted by sanctions and changes in the price of oil, creating economic uncertainty. Internal trade and investment have suffered as a result.
E. Humanitarian Crisis And Displacement
Ukraine: Thousands of people have been internally displaced as a result of the violence. Internal resources and social services have been strained as a result, which influences the national economy and internal finances.
Russia: While not immediately experiencing a humanitarian crisis, social services and welfare programs have been impacted, which has had an impact on internal budgets.
F. Investment And Financial Markets
Ukraine: The conflict has discouraged international investment, resulting in a limited inflow of cash. Initiatives for development and economic progress have been hampered by this.
Russia: The financial markets there have been damaged by economic unrest and sanctions. Investor caution has impacted chances for investment and internal finance.
G. Global Economic Impact
The conflict has added to the unpredictability of the world economy. Global commerce and financial networks have been impacted by sanctions and changes in trade patterns, which have impacted worldwide markets. Since June 2021 and the beginning of 2022, the amount of Russian gas imported into the EU has drastically fallen, with the share falling from 40% to 20–30%
H. Government Spending
Budget deficits resulted from both the government’s need to devote a sizable amount of money to defense and humanitarian initiatives. This diverts money from necessary infrastructure and public services.
I. Banking And Financial Market Instability
Due to a decline in investor confidence, banks and financial markets in both countries have had difficulties. Financial institutions' conservative lending practices limit enterprises' ability to get loans for expansion.
VIII. CONSEQUENCES OF WAR
A. A Surge In Defense Expenditures
The costs of the crisis in Ukraine have received a lot of attention. The opportunity cost of resources utilized in the competition that cannot be used elsewhere and the welfare losses of those killed or injured, however, are the real direct costs. This cost to the United States includes not only the value of lives lost and injuries sustained, but also the lost productivity of National Guard and Reserve members (hereinafter Reserves) mobilized due to the Iraqi venture and unable to carry out their civilian responsibilities.
We typically observe a large increase in social sector debt during times of war. Because of popular support for the war effort, the government is willing to borrow substantially more money than is customary.
B. Oil Prices And War
The literal hypotheses that imply geopolitical risks and threats influence crude oil futures returns demonstrate that rising oil prices are the result of threatening the energy supply. The process of establishing oil prices is significantly harmed by geopolitical risks, actions, and threats. For instance, the Gulf War in 1990 led to higher oil prices. Oil prices rose after the invasion, going from $21 per barrel in July to $46 in the middle of October (IMF, 2022). (However, costs quickly dropped.) Due to the rise in oil and gas prices brought on by Russia's invasion of Ukraine in 2022, gasoline prices worldwide increased. Russian production of oil and gas is the largest in the world, and as a result of international trade limitations, their prices have increased and their output has been constrained.
C. The Monetary Cost Of War
Conflictive currency devaluation has led to instability in the financial system, high levels of uncertainty, and an unexpected decline in people's income. The economy faced inflation brought on by cost-push due to a lack of products and services, as well as higher prices for necessary commodities like oil (Interestingly, price controls and rationing were utilized to keep prices in check. When the country's manufacturing is severely constrained by the war and the government attempts to issue new money to offset the costs, hyperinflation will occur. Real-world examples include Hungary and Austria, whose collapsed economies resulted in unprecedented inflation in 1946. Given that the repercussions of inflation are already apparent, such threats are plausible for both Ukraine and Russia. Long-term warfare causes a large decline in GDP. Future predictions predict a sharp decline in the availability of education and health services.
D. The Effects Of The Ukraine Conflict On Different Parts Of The World
The conflict in Ukraine is causing significant negative impacts on the global economy. It will result in slower economic growth and increased inflation worldwide. These effects will be felt through three main channels: rising commodity prices, particularly for food and energy, leading to higher inflation and reduced purchasing power; neighbouring economies experiencing disruptions in trade, supply chains, remittances, and a surge in refugees; and reduced business confidence and increased investor uncertainty affecting asset prices, tightening financial conditions, and potentially causing capital outflows from emerging markets. Both Russia and Ukraine are major commodities producers, and the disruptions have led to substantial price increases, particularly in oil, natural gas, and food, such as wheat, where they contribute significantly to global exports.
Countries with direct trade, tourism, and financial ties to the conflict will face additional economic pressures. Import-dependent economies will experience wider fiscal and trade deficits, along with increased inflation. However, some oil-exporting nations, particularly in the Middle East and Africa, may benefit from higher energy prices. Steeper food and fuel price hikes could lead to social unrest in various regions, including Sub-Saharan Africa, Latin America, the Caucasus, and Central Asia, while food insecurity may worsen in parts of Africa and the Middle East.
Predicting the full extent of these effects is challenging, but it's expected that global growth forecasts will be revised downward soon. In the long term, the conflict has the potential to reshape the global economic and geopolitical landscape. This could occur through shifts in energy trade, changes in supply chains, fragmentation of payment networks, and countries reconsidering their reserve currency holdings. Increased geopolitical tensions also raise the risk of economic fragmentation, particularly in trade and technology sectors.
E. Europe
The situation in Ukraine is already causing significant damage. The extensive sanctions imposed on Russia will disrupt financial services and trade, inevitably leading to a severe economic downturn in Russia. The depreciation of the rubble is driving up inflation, further deteriorating the living conditions of Russian citizens.
Europe is affected through the energy sector as Russia is a vital source of natural gas imports. There is also the risk of broader disruptions in global supply chains. These factors will contribute to inflation and hinder the post-pandemic recovery. Eastern European countries are grappling with higher borrowing costs and a substantial influx of refugees, with around 3 million Ukrainians having recently fled to these regions, according to United Nations data.
European governments may also face financial strains due to increased spending on energy security and defence budgets.
Although foreign exposure to declining Russian assets is relatively small on a global scale, pressures on emerging markets could rise if investors seek safer investments. Similarly, European banks have limited and manageable direct ties to Russia.
F. Caucasus And Central Asia
Outside of Europe, the nearby countries will experience more significant impacts due to Russia's economic downturn and the sanctions. The close trade and payment system connections will limit trade, remittances, investments, and tourism, leading to negative effects on economic growth, inflation, and external and fiscal balances.
Although countries that export commodities may see advantages from increased global prices, there is a risk of reduced energy exports if sanctions are expanded to include pipelines passing through Russia.
G. Middle East And North Africa
Significant repercussions are expected due to increased food and energy prices and tighter global financial conditions. For example, Egypt, which heavily relies on wheat imports from Russia and Ukraine and attracts tourists from both nations, will face reduced visitor spending.
Efforts to control inflation, like increasing government subsidies, could strain already fragile fiscal accounts. Moreover, worsening external financing conditions might lead to capital outflows, creating additional challenges for countries with high debt levels and substantial financing requirements.
The rise in prices may also escalate social tensions in certain countries, particularly those with weak social safety nets, limited employment opportunities, constrained fiscal capacity, and unpopular governments.
H. Western World
Food and energy prices serve as the primary conduit for spillover effects, which could be significant in certain instances. The increase in commodity prices is expected to substantially accelerate inflation in Latin America and the Caribbean, where five of the largest economies, namely Brazil, Mexico, Chile, Colombia, and Peru, are already grappling with an average annual inflation rate of 8 percent.
Central banks may need to take further measures to maintain their credibility in combating inflation.
The impact on economic growth varies depending on the costliness of commodities. Higher oil prices are detrimental to import-dependent nations in Central America and the Caribbean, while countries exporting oil, copper, iron ore, corn, wheat, and metals can command higher prices for their goods, mitigating the growth impact.
Although global financial conditions are still relatively favourable, escalating conflict could lead to global financial turmoil, which, coupled with tighter domestic monetary policies, may exert downward pressure on economic growth.
The United States has limited direct connections to Ukraine and Russia, reducing immediate effects. However, the country was already grappling with the highest inflation rate in four decades before the war drove up commodity prices. This suggests that prices may continue to rise as the Federal Reserve initiates interest rate hikes.
IX. ASSESSMENT OF THE TRADE AND ECONOMIES EFFECTS
It estimated that the war would reduce world GDP growth by between 0.7 and 1.3% points, bringing it somewhere between 3.1% and 3.7%. Meanwhile, growth in the trade of goods was expected to halve, bringing the WTO’s forecast of October 2021 down from 4.7% to between 2.4 and 3.0%, with pessimistic scenarios putting trade growth as low as 0.5%. While most of these predictions materialized to some degree, worst case scenarios have largely been avoided. Instead, output and trade have been remarkably resilient.
The most recent estimates put output growth in the middle of its expected range, while trade growth exceeded the WTO forecast in April 2022 (see Figure 1).
The IMF World Economic Outlook of October 2022 forecast GDP growth in 2022 to be 3.2%, later revised up to 3.4% in January 2023 (IMF, 2022b, 2023). Their GDP forecast for 2023 was revised up at the same time, from 2.7% to 2.9%.
Ukraine’s total exports decreased by 30% from 2021 to 2022.
Russia’s exports increased by 15.6% from 2021 to 2022.
SOURCE – WTO FORECAST IN APRIL 2022.
Ukraine’s export values by importer and product, 2022
{In US$ million; year-on year change March to November 2022%}
X. RESULTS
The Russia-Ukraine war has indeed had profound and far-reaching consequences on global trade and finance, resulting in significant disruptions and challenges that reverberated throughout the international economic landscape.
The Russia-Ukraine war significantly impacted global trade and finance through disruptions in supply chains, energy market turbulence, currency devaluation, reduced investor confidence, shifts in trade policies, and broader geopolitical implications. These effects have led to increased economic uncertainty, higher costs, and challenges in maintaining economic stability and growth both within the region and internationally. Policymakers, businesses, and financial institutions have had to navigate a complex and unpredictable economic landscape shaped by the ongoing conflict.
The conflict between Russia and Ukraine has had a significant and broad impact on domestic trade and finance. By obstructing supply chains, lowering consumer confidence, and changing business partners, the conflict has impacted domestic trade. In addition, both nations have had to deal with issues including currency devaluation, economic instability, and trade and finance issues relating to agriculture and energy. Internal financial issues brought on by the conflict include currency devaluation, discouraged investment, strained government budgets, and instability in the banking and financial markets. Both countries have had to redirect finances away from crucial public services and infrastructure projects in order to pay for defense and humanitarian initiatives. Additionally, the fighting has exacerbated the humanitarian crisis, leading to internal migration and straining social services, which has an effect on the national economy and internal finances. The battle has altered regional alliances, escalated geopolitical tensions globally, and affected commerce and financial networks. International markets have been impacted by the application of sanctions and changes in trade patterns, resulting in economic uncertainty on a worldwide scale. The conflict between Russia and Ukraine has had a significant negative impact on both nation’s internal commerce and financial systems as well as on the overall state of the world economy. Significant obstacles to economic growth, stability, and development in the region and abroad continue to be posed by the ongoing conflict. To lessen these effects and promote economic recovery and stability in the impacted countries, peace efforts and international cooperation are essential.
[1] Orhan, E. (2022). The effects of the Russia-Ukraine war on global trade. Journal of International Trade, Logistics and Law, 8(1), 141-146. [2] Darvas, Z. M., & Martins, C. (2022). The impact of the Ukraine crisis on international trade. Bruegel. [3] Khudaykulova, M., Yuanqiong, H., & Khudaykulov, A. (2022). Economic consequences and implications of the Ukraine-Russia war. International Journal of Management Science and Business Administration, 8(4), 44-52. [4] Steinbach, S. (2023). The Russia–Ukraine war and global trade reallocations. Economics Letters, 226, 111075. [5] Li, Y., M Alshater, M., & Yoon, S. M. (2022). The impact of Russia-Ukraine conflict on global financial markets. Available at SSRN 4108325. [6] ?ábelková, I., Smutka, L., Rotterova, S., Zhytna, O., Kluger, V., & Mareš, D. (2022). The sustainability of international trade: the impact of ongoing military conflicts, infrastructure, common language, and economic wellbeing in Post-Soviet Region. Sustainability, 14(17), 10840. [7] Boubaker, S., Goodell, J. W., Pandey, D. K., & Kumari, V. (2022). Heterogeneous impacts of wars on global equity markets: Evidence from the invasion of Ukraine. Finance Research Letters, 48, 102934. [8] Yousaf, I., Patel, R., & Yarovaya, L. (2022). The reaction of G20+ stock markets to the Russia–Ukraine conflict “black-swan” event: Evidence from event study approach. Journal of Behavioural and Experimental Finance, 35, 100723. [9] Doornich, J. B., & Raspotnik, A. (2020). Economic sanctions disruption on international trade patterns and global trade dynamics: Analyzing the effects of the European Union’s sanctions on Russia. Journal of East-West Business, 26(4), 344-364. [10] Estrada, M. A. R., & Koutronas, E. (2022). The impact of the Russian Aggression against Ukraine on the Russia-EU Trade. Journal of Policy Modeling, 44(3), 599-616.
Copyright © 2023 Aniket Gupta, Anbu Saravanan S, Ashwal Emmanuel Raj, Anshu , Argyam Deka, Aryan M V, Asha Kumari. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Paper Id : IJRASET56575
Publish Date : 2023-11-08
ISSN : 2321-9653
Publisher Name : IJRASET
DOI Link : Click Here