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Diplomacy
16th BRICS Summit family photograph (2024)

BRICS Summit 2024 — everything, everywhere, all at once?

by Priyal Singh

한국어로 읽기 Leer en español In Deutsch lesen Gap اقرأ بالعربية Lire en français Читать на русском Ushering in a multipolar order requires a streamlined and coherent political agenda – not unfocused expansion.  The 16th BRICS Summit in Kazan, Russia, concluded last week with the usual grand declaration of the group’s commitments, concerns and aspirations.  Many media headlines, particularly in Western countries, focused on how the summit and BRICS generally, symbolised Moscow’s ability to circumvent the fallout of sanctions by turning to the global south. In this way, BRICS is indirectly viewed as a threat to Western efforts to isolate Russia, weaken its power projection capabilities, and end its invasion of Ukraine.  Western governments and analysts often struggle to frame BRICS’s evolution beyond a binary, zero-sum narrative in which the group is a key geopolitical challenge to the Western-dominated international order. This interpretation places the forces of democracy and liberal political values in one camp and authoritarian governments in another, with certain developing countries caught in the middle, trying to play one side off the other for their own benefit.  There is some merit to these kinds of headlines. Russia and China are primarily major status-quo powers. Both have been permanent United Nations Security Council (UNSC) members since its establishment. Moscow was the ‘other pole’ in the international order for most of the 20th century, a position Beijing is working towards. And the foreign policy goals of both place them in confrontation with the United States and its Western allies.  BRICS may be on a path towards unnecessary substantive bloat, and away from its core business.  So, are these two countries in a position to champion the global south’s cause, and why haven’t more representative bodies like the Non-Aligned Movement played a more prominent role?  The preoccupation with Russia and China detracts from BRICS’s broader, underlying geopolitical project – the need for global south countries to reform and shape the international order’s future direction on their own terms.  These include greater representation and agency in global policy- and decision-making bodies and facilitating greater freedom to trade, invest and borrow money outside the Western-dominated financial system. They also include a more just and equitable global power balance that reflects modern realities.  In pursuing these aims, BRICS countries have made steady progress on developing a shared strategic agenda for increased cooperation across various policy domains.  The Kazan summit’s 32-page outcomes declaration covers almost everything from reforming the UNSC and Bretton Woods institutions to climate change, biodiversity and conservation. It also covers challenges from global crises, conflicts and terrorism and a suite of economic development, health, education, science and cultural exchange-related issues.  A group of democracies, autocracies and theocracies speaking with one voice on human rights and democracy is absurd.  The group’s ballooning cooperation agenda may indicate progress. But it could also signify the limits of its diverse members’ ability to agree on ‘hard’ political and security matters central to the core business of reforming the international order.  The expansion of BRICS’ substantive agenda and its membership dilutes its primary purpose and reinforces the binary, zero-sum Western narrative its members constantly try to shed.  Tangible, albeit gradual, progress on establishing intra-BRICS institutions and processes such as the Interbank Cooperation Mechanism, the cross-border payment system and its independent reinsurance capacity suggest that BRICS’ clout and credibility are growing.  These initiatives could enable members to pursue their international economic objectives without the constraints and transactional costs associated with traditional financial bodies like the World Bank and International Monetary Fund. Ideally, this would improve their relative positions of global power and influence, and help deliver a more multipolar international order.  In contrast, deepening cooperation on big cat conservation, while important, doesn’t serve that purpose. Nor does facilitating youth exchanges on sports and healthy lifestyles or championing a BRICS alliance for folk dance. Including these kinds of initiatives in BRICS’ growing agenda detracts from its core objectives.  A streamlined agenda would divert attention from the contradictions and geopolitical manoeuvring of BRICS’ members.  More worryingly, this suggests that BRICS’ diverse constellation of member states is pursuing the path of least resistance – expanding their cooperation in every direction, hoping something eventually sticks.  Instead of doubling down on hard strategic questions about a shared conception of multipolarity, and the steps necessary to reform global governance and security institutions, BRICS seems to be heading for greater expansion and formalisation. And with that come the risks, challenges and institutional dependencies that have led to the stagnation and ineffectiveness plaguing more established international organisations in recent years.  Perhaps the group’s core members recognise that they have very different ideas of what constitutes multipolarity. Russia (and China to an extent) envisage much more than global institutional reforms, focusing instead on reimagining international norms and core principles.  These differences are also reflected in BRICS’ expanding membership. It seems Russian and Chinese enthusiasm has been curbed by other founding members, who prefer a ‘partner country’ model for future growth. This contrasts with the full membership offers to Argentina, Egypt, Ethiopia, Iran, Saudi Arabia and UAE in 2023. (Argentina’s new political administration declined, and the Saudis have remained non-committal.)    Most worrying, however, is BRICS’ preoccupation with promoting democracy, human rights and fundamental freedoms. There is no doubt that these terms are increasingly politicised and rife with double standards – among developing nations with mixed political systems and traditionally liberal, Western democracies. However, for BRICS to meaningfully champion normative values, its members must at least attempt to commit to common political governance systems in their own countries.  Having a group of partner nations composed of progressive constitutional democracies and closed repressive autocracies and theocracies attempting to speak with one voice on promoting human rights, democracy and fundamental freedoms is absurd. It reeks of empty political rhetoric at best, and Orwellian double-speak at worst.  This again dilutes BRICS’ key messages, undermines its important core business, and detracts from the significant progress being made towards a common strategic agenda.  BRICS primary goal moving forward should be to trim the fat.  A streamlined annual working agenda would divert attention away from its individual member states' contradictions and geopolitical manoeuvring. With a focus on addressing the international system’s failures, institutional reform and greater representation for global south countries in policy- and decision-making bodies could be prioritised.  This seems unlikely though, if this year’s summit is anything to go by. By following the path of least resistance, BRICS may be setting itself on a course towards increasing and unnecessary substantive bloat, and away from its core business.  Only time will tell if certain members are willing to be more assertive and correct course before they are too far down a path impossible to pivot away from. 

Energy & Economics
Middle East Conflict. Conceptual photo

How might a wider Middle East conflict affect the global economy?

by Ahmet Kaya

한국어로 읽기 Leer en español In Deutsch lesen Gap اقرأ بالعربية Lire en français Читать на русском The world economy is underperforming as a result of tight monetary policies, weaker global trade, a slowing Chinese economy and uncertainty around the US election. An escalation of conflict in the Middle East could increase uncertainties, harming inflation reduction efforts and hurting growth. It has been over a year since the Hamas-led attack on Israel. Israel’s response in Gaza has resulted in widespread destruction and significant loss of life. The conflict has since expanded beyond Gaza, involving the Houthis in Yemen, Hezbollah in Lebanon and Iranian strikes targeting Israel. In addition to the awful humanitarian cost of the conflicts, the war and the possibility of its further expansion pose significant repercussions for the global economy. This article discusses three potential ways in which the current conflict and a wider conflict in the Middle East could affect the global economy. Increased geopolitical uncertainties First and foremost, an escalation of the Middle East conflict could lead to greater geopolitical uncertainties. Figure 1 shows the evolution of the geopolitical risk (GPR) and geopolitical acts (GPRA) indices (Caldara and Iacoviello, 2022) – these are text-based measures of heightened uncertainties due to adverse geopolitical events such as wars, terrorism and international tensions. (See this article for more discussion about these measures.) Following the Hamas-led attack on 7 October 2023, both the overall GPR index and its ‘war and terror acts’ component spiked strongly, to a level higher than that seen during the ISIS attack in Paris in November 2015. Both indices eased significantly in the months following October 2023 despite the continuation of the conflict. But they jumped again following Israel’s attack on southern Lebanon in September 2024. As of mid-October 2024, the GPR and GPRA remain, respectively, 21% and 35% higher than their historical averages.   What might be the consequences of such elevated levels of risk? Research tells us that higher geopolitical risk raises oil prices (Mignon and Saadaoui, 2024). It also reduces global investment and increases inflation (Caldara et al, 2022). Greater geopolitical risk has a significantly negative impact on business and consumer confidence in several advanced economies (de Wet, 2023). This is because consumers typically cut non-essential spending and businesses postpone investment decisions during turbulent times. This reduces firm-level investment, particularly for businesses with higher initial investment costs and greater market power (Wang et al, 2023). Higher geopolitical risks also reduce global trade and financial flows, causing greater volatility in capital flows in emerging markets (Kaya and Erden, 2023). Oil production cuts and higher energy prices The second way in which the Middle East conflict could affect the global economy is its impact on energy prices, both directly through production cuts and indirectly through greater uncertainties. In response to Israel’s actions against its neighbours, the Organization of the Petroleum Exporting Countries (OPEC) could reduce oil production to penalise countries supporting Israel. A similar action in the 1970s led to a significant jump in oil prices, which contributed to years of stagflation, with higher global inflation and recessions in major economies. Before Israel's attack on Lebanon at the end of September, oil prices had been declining due to falling demand, particularly from China. On the supply side, oil production had increased in Canada and the United States, countering the production cuts by OPEC, and Saudi Arabia was expected to increase oil production from December. But the situation quickly reversed following Israel’s attack on Lebanon. Oil prices jumped by nearly $10 per barrel within a week, before easing by around $5 per barrel. While the immediate oil price impact of Israel’s attack has mostly faded, the potential for higher oil (and other energy) prices still poses a risk to global inflation and economic activity (Liadze et al, 2022). To provide further context for the potential scale of this impact, we can show what would happen if oil and gas prices were to remain $10 higher for two years than the baseline levels projected in the Summer Global Economic Outlook from the National Institute of Economic and Social Research (NIESR), using NIESR’s Global Macroeconometric Model (NiGEM). The results demonstrate that the $10 rise in oil and gas prices increases inflation by around 0.7 percentage points in major economies in the first year (see Figure 2). The impact is higher in China, where the economy relies relatively more on oil imports for its strong manufacturing industries. The inflationary pressures persist for two years despite central banks’ efforts to curb inflation by increasing interest rates.   The effect of higher oil and gas prices on real GDP is shown in Figure 3. In the scenario described above, GDP would fall by 0.1-0.2% in major economies immediately. Partly due to higher interest rates, real GDP would continue to weaken for three years following the shock. After this, economic activity would start to return to base levels as oil and gas prices revert to their levels in the baseline forecast.   Increased shipping costs and supply chain disruptions A wider conflict in the Middle East could also affect the economy through higher shipping costs and supply chain disruptions. Houthi attacks on commercial ships in the Red Sea in late 2023 showed that such disruptions can have a huge impact on global trade through shipping, which comprises 80% of world trade volume. Following the rocket attacks by the Houthi rebels, some commercial shipping re-routed from the Red Sea to the Cape of Good Hope, leading to significant delays in travel times and increased freight costs. As a result, the Shanghai Containerized Freight Index – a measure of sea freight rates – rose by around 260% in the second quarter of 2024 with additional disruptions to supply chains. Our analysis shows that an increase of 10 percentage points in shipping cost inflation can lead to import prices rising by up to around 1% and consumer inflation increasing by around 0.5% in OECD countries. As Figure 4 shows, the impact of shipping costs on inflation shows its full effects over six quarters. This means that inflationary concerns could be with us for the next year and a half as a result of higher shipping costs that may emerge from any possible escalation of the Middle East conflict.   Wider economic implications and policy responses While rising geopolitical risk and increased oil and shipping costs can each individually exert upward pressure on inflation and may slow down economic activity in the global economy, the combined impacts are likely to be greater. Countries with stronger trade and financial ties to the Middle East and those that rely heavily on oil imports as an input for domestic production would be most affected. On the monetary policy front, central banks may have to take a more hawkish stance in response to rising inflationary pressures from the Middle East conflict. This could lead to higher interest rates, which would further dampen economic activity, particularly in an environment where there are already recessionary concerns in some major economies. Beyond its immediate economic implications, an escalation of the Middle East conflict could trigger large-scale displacement of people, which would increase economic and social pressures on neighbouring countries. Many countries may also have to increase their military spending in response to growing regional tensions. Given that public debt levels are already elevated in many countries due to successive shocks to the global economy over the past decade, any additional defence spending could come at the expense of public infrastructure investments that would otherwise boost productivity growth. Overall, the global economy is already underperforming as a result of the lagged effects of tight monetary policies, weaker global trade, a slowing Chinese economy and uncertainties surrounding the upcoming US election and possible changes to US trade policy. A potential escalation of conflict in the Middle East could exacerbate the situation by increasing uncertainties, harming efforts to bring down inflation and reducing global GDP growth. Over the medium and long term, it could further damage the global economy, with the possibility of refugee crises as well as increased defence spending, making the effects more complex and longer lasting. This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Diplomacy
China flag painted on a clenched fist. Strength, Power, Protest concept

The international reconfiguration's process towards multipolarity. The role of China as an emerging power

by Rachel Lorenzo Llanes

Abstract The international system is currently undergoing a process of reconfiguration that is having an impact on all areas of global development. In this process of reordering power relations, there is a tendency to move towards multipolarity, leaving behind the unipolar coalition established after the Second World War. In this context, several emerging powers are gaining increasing international power, which has led to changes in the hierarchy of power on the international geopolitical chessboard. Such is the case of the People's Republic of China, which has established itself not only as a power of great impact and relevance in the Asian region, but also in the entire international system. Namely, the management of the government and the Party in terms of innovation, industrialization, informatization, productivity, expansion and internationalization of its economic model, positions this country as the most dynamic center of the international economy. Evidencing that alternative models to the capitalist system are possible and viable, which strengthens the trend towards a systemic transition and multipolarity in the International System Introduction In the last two decades, a set of geopolitical and geoeconomic tensions and conflicts have become evident, with significant implications extending throughout the International System. As a result, we are currently experiencing a convulsion of the established order, giving way to a process of new global reconfigurations. In this context, several researchers and academics such as Jorge Casals, Leyde Rodríguez, Juan Sebastián Schulz, among others, have noted that these conditions have led to a crisis and hegemonic transition process, with a trend toward multipolarity in which the Asia-Pacific region is gaining increasing relevance. This article, titled "The International Reconfiguration’s Process Towards Multipolarity: The Role of China as an Emerging Power," is dedicated to analyzing the position of this country within the current international reconfiguration of power. Accordingly, the first section will systematize some essential guidelines to understand the current crisis and the decline of the hegemonic order established in the post-World War II period. The second section will address China's positioning amid the international reconfiguration of power. In this regard, it is important to note that China's rapid rise highlights how development management aligned with the Sustainable Development Goals can lead to a shift in the paradigm of international relations, as well as power reconfigurations that challenge the current balance of forces. Thus, it can be affirmed that China's rise constitutes a decisive element within the current trend toward multipolarity. DevelopmentNew International Order: Approaches to the Multipolar Reconfiguration of the International System The current international context is marked by a process of crisis. This crisis reflects the fact that the world order no longer aligns with the correlation of forces that gave rise to it during the post-World War II period. It is not a circumstantial crisis, but rather the interlinking of various interconnected crises that span across all sectors of life. That is to say, the effects of one crisis often become the causes of another, involving economic, political, social, cultural, ethical, moral, technological, commercial, and environmental components. In other words, it is a structural and systemic crisis—one that cannot be resolved unless a similarly systemic transformation occurs. To gain greater clarity, it is important to consider that the consolidation of the capitalist system brought about the process of globalization. This, in turn, introduced large-scale production and technological development capable of increasing output. This process, along with other characteristics of the system, has exponentially accelerated social inequalities between developed and developing countries. It has also led to strategic tensions over the control of resources, raw materials, and inputs, resulting in geopolitical conflicts. Furthermore, the capitalist system has imposed an extremely high environmental cost, demonstrating that it is exceeding both its own limits and those of the planet. Specifically, in its constant pursuit of profit and maximization of gains, negative environmental impacts are not factored into cost-benefit analyses, leading to widespread environmental degradation. Among other harms caused by the system, we observe a decline in investment rates, an increase in public debt, loss of autonomy in monetary policy, rising unemployment levels, reductions in real wages, and growing inequality, among others. In short, capitalism has become an unsustainable system whose primary concern is profit generation—something that is currently entirely incompatible with environmental preservation and the responsible use of natural resources. Therefore, it can be affirmed that some of its most alarming effects include: vast amounts of currency without backing, increasingly concentrated in fewer hands; acceleration of capital concentration in the West; rising military expenditures; and environmental pollution and destruction (Casals, J., 2023). On the other hand, it is necessary to clarify that, for a particular state to be considered hegemonic, it must not only exert its influence predominantly within the system of international relations; its hegemonic role must also be linked to the founding and establishment of a universally accepted concept of world order. That is, the majority of other states must recognize it as such and identify with the model promoted by the hegemon. Therefore, it is not merely a matter of a hierarchical order among states, but rather the adoption of a dominant model of production that involves those states. As a result, certain mechanisms or general rules of conduct are established for the participating states. For this reason, a hegemonic crisis involving the dominant actor in the system of international relations leads to a crisis in the social, economic, political, and institutional structures upon which that actor’s dominance was built. In light of these elements, we currently observe a set of powers within the International System that are vying to establish a new distribution of power—one that moves away from the unipolar coalition led by the United States following World War II. From this perspective, Juan Sebastián Schulz asserts: “A hegemonic crisis occurs when the existing hegemonic state lacks either the means or the will to continue steering the interstate system in a direction broadly perceived as favorable—not only for its own power, but also for the collective power of the dominant groups within the system.” (Schulz, J. S., 2022) As a result, strategic alliances have been formed and new power groups have emerged that influence international relations.These blocs are precisely what the new polarity is forming around, increasingly reinforcing the trend toward multipolarity. This is a system in which hegemonic influence is not determined by a single power, but by two, three, or more. In this regard, Juan Sebastián Schulz further notes that a process of insubordination is becoming evident, particularly in the Western peripheries. As a consequence, several countries have begun to criticize the configuration of the contemporary world order, initiating efforts to organize and propose alternative models (Schulz, J. S., 2022). This reveals the emergence of a new kind of power hierarchy, generating a global order in which a diversity of forces and actors prevails. In this context, China has experienced rapid growth, thereby contributing to the trend toward multipolarity. While this does not imply that the United States will cease to be one of the central powers in the system of international relations—given its considerable global influence—it is evident that there is a noticeable decline in the dominance it held during the unipolar era that emerged after the collapse of the USSR in 1991. This process of intersystemic transition unfolds in various phases. First, there is an observable economic transition marked by a shift in the center of gravity of the global economy toward emerging and developing economies. This shift is accompanied by a necessary technological transition, characterized by a new struggle—this time to lead the technological revolution. These changes, in turn, must be supported by a political transition. Currently, countries from the Global South have gained increasing prominence on the international stage [1]. From this foundation, a geopolitical transition is also underway, where the center of gravity and decision-making—once concentrated in the Anglo-Saxon West—is shifting toward the Asia-Pacific region. Finally, a cultural or civilizational transition is taking place, wherein the previously dominant value system is giving way to the rise of a new worldview. Based on this, the phases of the transition process can be outlined as follows: Existence of a stable order that brings together the majority of nation-states in the International System. - A crisis of legitimacy begins to affect the established global order. - A deconcentration and delegitimization of power emerges, impacting the hegemonic power. - An arms race and formation of alliances ensue in an attempt to preserve the hierarchical order by any means. This leads to a widespread crisis and the rise and emergence of new actors. - A necessary resolution of the international crisis. - Renewal of the system. (Schulz, J. S., 2022) In light of the above, it can be stated that a “new international order” is taking shape. Its manifestations are multifaceted, such as: - The rise of movements and associations of states that serve as alternatives to the neoliberal order. - Emerging powers like China and Russia are gaining strength in various sectors of the international geopolitical arena. - Russia's confrontation with NATO in the context of the conflict with Ukraine. - Sanctions imposed by the United States on various NATO and European Union countries have strengthened the BRICS nations. - The incorporation of new members into BRICS can be seen as an attempt to counterbalance the economic and political dominance of the United States and the European Union. - The expansion of anti-imperialist and anti-neoliberal integration mechanisms that promote South-South cooperation, such as the G-77 + China group. - The financial sanctions imposed by the West on Russia in the context of the Ukraine conflict have sparked a debate about the viability of the international monetary system and the role of the U.S. dollar as a reserve currency. - China and Russia conduct transactions in yuan and sell oil in this currency to Iran, Venezuela, and Gulf countries. China has increased its economic and political influence in the world, which can be seen as a challenge to U.S. hegemony. Its leadership within BRICS and its growing role in the global economy may be indicators of a shift in the balance of power. All these developments reflect a growing awareness within the International System of States regarding the importance of international cooperation to address global challenges such as the climate crisis, pandemics, and food security. They also serve as indicators that a transformation is underway in the way countries interact with each other, resulting in a shift in the economic, political, and strategic center of gravity. In this context, the United States has unleashed a global hybrid war as a desperate attempt to defend and maintain its hegemonic position, which once appeared unshakable in the postwar world. To this end, it has targeted China, as the latter represents its main threat in the economic and scientific-technological order. From this perspective, tensions between the United States and China have significantly deteriorated since the Republican administration of President Donald Trump. Beginning in 2017, his policy took on an aggressive stance toward China, manifesting through a trade war and economic attacks aimed at preserving U.S. global hegemony. This demonstrates that, in response to a process of decline already underway, nationalist and protectionist efforts intensified in the U.S., with policies targeting some of the emerging pillars of the crisis-ridden world order—China being a primary example. Under the administration of Joseph Biden, the focus shifted toward competition, emphasizing the commitment to protect U.S. sovereignty from potential Chinese threats. A significant shift in U.S. foreign policy toward Taiwan became evident with the approval of arms sales to Taiwan in August 2023, which escalated tensions in the region (Collective of Authors). Furthermore, in recent years, the United States has increasingly worked to generate geopolitical and geoeconomic motivations aimed at fostering tensions between China and Russia, potentially sparking conflict between the two. It has strengthened alliances with neighboring countries of these powers—most notably Taiwan and Ukraine—which has triggered concerns and tensions in both nations. A containment policy has also been deployed, including the imposition of trade barriers and tariffs on Chinese products; restricting Chinese companies’ access to U.S. technology and markets; and promoting the diversification of supply chains to reduce dependence on China. Nevertheless, the ongoing sanctions and restrictions have only served to reaffirm the shared survival interests of both powers, strengthening corporate ties and relations between them. These actions also reflect the growing concern among U.S. power groups over the decline of their hegemonic dominance. The Emergence of China and Its Role in the Transition Toward Multipolarity In a previous article titled "The Synergy Between Economy and Environment in China Through the Achievement of the Sustainable Development Goals," (‘La sinergia entre economía y medio ambiente en China mediante la consecución de los Objetivos de Desarrollo Sostenible’) the process of socioeconomic transformations experienced in the People's Republic of China over the past decade was discussed. These transformations have been primarily aimed at revitalizing the nation in preparation for its centenary in 2049. This strategy is rooted in aligning the Centenary Goals with the Sustainable Development Goals (SDGs) set for 2030, under the leadership of the Communist Party and the momentum driven by President Xi Jinping. The results of this strategy have had an impact not only on the Asian Giant itself—now a decisive actor in the Asian region—but also on the international order as a whole. As a result, China has emerged as a powerful rising power, with promising prospects for further elevating its development standards. This is backed by sustained GDP growth, averaging between 6% and 8% annually, indicating a robust economy. In addition, China holds vast foreign exchange reserves, granting it economic stability and the capacity to withstand potential external shocks. It also invests heavily in modern infrastructure and cutting-edge sectors such as artificial intelligence, 5G technology, and renewable energy—all of which enhance its competitiveness and lay the groundwork for long-term sustainable growth (Lagarde, CH). Nonetheless, China has also had to confront significant challenges in its gradual and progressive approach to the desired development model. Among these is the environmental cost associated with its rapid economic growth. For instance, China still experiences high levels of greenhouse gas (GHG) emissions, along with air, water, and soil pollution. In response, measures have been implemented such as the establishment of a national monitoring network and the replacement of coal heating systems in Beijing. Efforts have also been made to purify water resources polluted by industrial processes, and imports of solid waste have been reduced to help decontaminate soils affected by industrial and agricultural activities (González, R., 2023). In general, the development of renewable energy and a circular economy model is being promoted to enable a gradual transition toward a green economy, grounded in the concept of an ecological civilization. For this reason, China’s new era is committed to scientific and technological innovation as a means of driving economic growth that is both sustainable and capable of ensuring a higher quality of life for its population. This, in turn, leads gradually toward a new model of political leadership and economic management. In this regard, Jin Keyu, Professor of Economics at the London School of Economics and Political Science (LSE), has stated that “trillions of dollars of investment are needed for the global green transition, and China is going to play an essential role in that transformation” (Feingold, S., 2024). Based on the aforementioned elements, various authors such as Dr. C. Charles Pennaforte, Dr. C. Juan Sebastián Schulz, Dr. C. Eduardo Regalado Florido, among others, have indicated that the millenary nation represents a threat to the hegemony held by the United States since World War II. Consequently, it is recognized that a process of hegemonic crisis and transition is currently underway, with the Asia-Pacific region emerging as the center of gravity of the global power, thereby contributing to the multipolar transformation of the International System. The authors of “Is China Changing the World?” argue that “market socialism with “Chinese characteristics” must gradually and more clearly diverge from capitalism if it is to embody a genuinely alternative path for all of humanity.” In pursuit of this goal, China bases its policy of peaceful coexistence on five fundamental principles:Respect for sovereignty and territorial integrity, regardless of a country's size, power, or wealth. Mutual non-aggression Non-interference in the internal affairs of other countries, acknowledging that each nation has the right to freely choose its own social system and path of development. Equality and mutual benefit Peaceful coexistence. (Herrera, R.; Long, Z.; and Andréani, T., 2023) The rise of China as a major international power under these principles has been consolidating since 2012 under the leadership of Xi Jinping and the Communist Party of China (CPC), gaining particular momentum from 2020 to the present. Thus, China has not only become the leading power within the Asian regional balance but has also expanded its presence across Europe, Africa, and Latin America—primarily through loans, investments, and multilateral cooperation initiatives such as the Forum on China-Africa Cooperation (FOCAC) in Africa and the China-CELAC Forum in Latin America. In addition, China has positioned itself as a leader in several sectors, and it is projected that its economy may surpass that of the United States, increasing its Gross Domestic Product (Rodríguez, L., 2022). It has also undergone a process of opening up, energizing both its international trade and its overall foreign relations, all under the control of the Government and the Party. This, combined with its rise and development initiatives, has made China a focal point of interest for many countries within the International System seeking to jointly advance projects based on cooperation, the principle of shared advantage, and multilateralism. In this regard, the white paper "China and the World in the New Era," published by the Central Committee of the Communist Party of China in 2019, states: “The world is moving rapidly toward multipolarity, diverse models of modern development, and collaboration in global governance. It is now impossible for a single country or bloc of countries to dominate world affairs. Stability, peace, and development have become the common aspirations of the international community.” (People’s Republic of China, 2019. Quoted in Schulz, J. S., 2022) Undoubtedly, this rise has become a source of concern for U.S. power groups, which have increasingly applied geostrategic pressure. Notably, the United States has strengthened military alliances with India, Japan, and Australia in an effort to encircle China and attempt to control or obstruct its maritime routes—this also being a manifestation of the intensification of the imperialist arms race. Nonetheless, China has maintained its development strategy and, as part of it, has strengthened its diplomatic network and its relations with multiple countries across all world regions. For all these reasons, China has become the most dynamic center of the global economy. Notably, it went from representing 4% of global GDP in 1960 to 16% in 2020—undeniable evidence of rapid economic growth. Moreover, it has become the world’s largest exporter of goods and also the leading importer, establishing itself as a major industrial power. In this regard, United Nations data reveal that China leads global industrial production, accounting for 30% of the total. This figure surpasses other industrial powers such as the United States (16%), Japan (7%), Germany (5.7%), and South Korea (3.2%) (Schulz, J. S., 2022). In addition, China has remained the world’s leading manufacturing power for approximately 15 consecutive years, according to statements from the Ministry of Industry and Information Technology at the beginning of this year. This sector alone has contributed over 40% to overall growth. Likewise, in 2024, China experienced a significant increase in foreign investment, reflecting its interest in strengthening international cooperation for development. Efforts are also underway for urban renewal in 2024, with around 60,000 projects being implemented across various cities. These initiatives are primarily aimed at transforming underdeveloped neighborhoods and creating smarter urban areas (Embassy of the Republic of Cuba in the People's Republic of China, 2025). In this regard, the following graphs illustrate the value of China’s international trade during the 2016–2024 period, highlighting a strong presence of exports compared to imports. A second chart shows China's global export share, where it holds a dominant position.   Thus, China has risen as a center of power in the international system, with leadership not only in the economic domain but also in science and technology. At the same time, it has promoted a series of investments and a process of internationalizing its national currency. Accordingly, the Asian Giant offers an alternative model of development—one that is more comprehensive and sustainable—allowing it to propel the new phase of Chinese development. This phase aims not only to fulfill the dream of national rejuvenation but also to ensure the survival of its unique political, economic, and social model. Nevertheless, the significant challenges of sustaining growth cannot be overlooked. From this perspective, experts believe that new avenues of growth will be necessary for China to maintain the trajectory it has been experiencing. Specifically, the country must continue expanding its industrial sector while strengthening areas such as artificial intelligence, digital financial services, and green technologies (Feingold, S., 2024). It is also important to highlight the projected continuity and leadership of the Chinese government, with Xi Jinping identified as a key figure in the implementation of the Sustainable Development Goals (SDGs) in China, in conjunction with the socioeconomic transformation strategy toward the 2049 centenary. This has been pursued through the defense of multilateralism, economic openness, and international integration and cooperation in support of global development. Conclusions In light of the above, a decline in U.S. hegemony can be observed, even though this process is not linear—nor is it certain whether any single power or coalition has come to occupy a hegemonic position. What is clear, however, is the existence of a trend toward multipolarity, driven by emerging powers and the strategic ties they are establishing. This is giving rise to a non-hegemonic reconfiguration of power blocs, which are building a multilateral and multipolar institutional framework. It can also be affirmed that China has become the most dynamic center of the global economy. This has been supported by its growth strategy focused on industrialization, digitalization, innovation, productivity, expansion, and internationalization of its development model—while maintaining a strong emphasis on environmental sustainability. A range of key initiatives and development projects have been implemented to support the country's rise, consolidating its role in the multipolar reconfiguration of the International System. All of this has been essential in driving China’s new phase of development and contributing to the broader process of multipolar transformation. Undoubtedly, China’s rapid ascent represents a significant challenge to the International System, as it reflects a shift in international relations and a transformation in the distribution and hierarchy of global power. Notes [1] It is important to clarify that the so-called Global South should not be equated with the Third World, as the distinction between the First and Third Worlds is primarily based on economic and technological differences, which do not align with the current circumstances of the International System of States. In contrast, the term Global South emerges from a new geopolitical perspective that arose in the post–Cold War context, driven by the need to promote South-South cooperation. Moreover, it does not refer to a geographically defined region, as it includes nations from Latin America, the Caribbean, Africa, and the Asia-Pacific.Revista Política Internacional | Volumen VII Nro. 2 abril-junio de 2025. https://doi.org/10.5281/zenodo.15103898This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). The opinions and contents of the published documents are solely the responsibility of their authors.ReferencesCasals, J. (2023). “El Nuevo orden global: amenazas y oportunidades”. Cuadernos de Nuestra América. Nueva época. No.5. RNPS: 2529.Colectivo de autores. “Crisis de hegemonía y ascenso de China. Seis tendencias para una transición”. Tricontinental. Instituto Tricontinental de Investigacion social. Buenoos Aires. Libro digital, PDF, Archivo Digital: descarga y online.Embajada de la República de Cuba en la República Popular China. (2025). Boletín informativo China-22 de enero de 2025. Oficina de Información y Análisis. Embajada de Cuba en República Popular China. Redacción y envío desde info3@embacuba.cn.Feingold, S. (2024). "¿Hacia dónde va la economía china?". World Economic Forum. Recuperado de: https://es.weforum.org/stories/2024/07/hacia-dondeva-la-economia-de-china/García-Herrero, A. (2024). "10 puntos y 18 gráficos sobre la política económica de Xi Jinping tras el tercer pleno". El Grand Continent. Recuperado de: https:// legrandcontinent.eu/es/2024/09/19/esta-china-estancada-10-puntos-y-18-graficos-sobre-la-politicaeconomica-de-xi-jinping-tras-el-tercer-pleno/González, R. (2023). " Medio ambiente en China: Impactos y respuestas del Partido y el Gobierno". CIPI. Recuperado de: www.cipi.cu/medio-ambiente- en-china-impactos-y-respuestas-del-partido-y-gobierno/Lagarde, CH. "Impulsar el crecimiento económico y adaptarse al cambio". Fondo Monetario Internacional. Discursos. Recuperado de: https://www.imf.org/ es/News/Articles/2016/09/27/AM16-SP09282016- Boosting-Growth-Adjusting-to-ChangePereira, CM (2022): “La reemergencia de China frente a la globalización neoliberal y el desafío de la conformación de un mundo multipolar”. Cuadernos de Nuestra America. Nueva Época. No. 05. RNPS: 2529.Schulz, J S. (2022). “Crisis sistémica del orden mundial, transición hegemónica y nuevos actores en el escenario global”. Cuadernos de Nuestra América. Nueva Época. No.03. RNPS: 2529. Bibliografía consultadaAmbrós, I. (2021). “ El Partido Comunista y los desafíos internos de China en el siglo XX”. Recuperado de: https://www.ieee.es/Galerias/fichero/cuadernos/ CE_212/Cap_1_El_Partido_C omunista_y_los_desafios_internos.pdfBanco Mundial (BM). (2023). Recuperado de: https:// datos.bancomundial.org/indicator/NY.GDP.PCAP. KD?locations=CNBBC News Mundo. (2021). "Cómo consiguió China erradicar la pobreza extrema (y las dudas que despierta ese triunfal anuncio del gobierno de Xi". Recuperado de: https://www.bbc.com/mundo/noticias-internacional-56205219Boy, M. (2020). “ Crisis económica y medio ambiente: ¿cómo promover un desarrollo sustentable?”. Recuperado de: https://culturacolectiva.com/opinion/crisis-economica-y-medio-ambiente- mariana-boy-columna-opinion/García, A. (2021). “La globalización neoliberal en crisis”. Recuperado de http://www.cubadebate.cu/opinion/2021/08/30/la-globalizacion-neoliberal-en- crisisGonzález, R. (2020). “El Quinto Pleno del XIX Comité Central del Partido Comunista abre una nueva etapa para China” en “Transiciones del Siglo XXI y China: China y perspectivas post pandemia II”. Libro digital.Herrera, R; Long, Z y Andréani, T. (2023). “¿Está China transformando el mundo?”. Revista Política Internacional. Volumen V. Nro. 1 enero-marzo de 2023.ISSN 2707-7330.Liu, X. y González G. (2021) “El XIV Plan Quinquenal 2021- 2025: reto para el nuevo modelo de desarrollo económico de China”. México y la Cuenca del Pacífico. Vol 10, núm. 30. Recuperado de https://www.scielo.org. mx/pdf/mcp/v10n30/2007-5308-mcp-10-30-57.pdfOtero, M (2022). “La prosperidad común y la circulación dual: el nuevo modelo de desarrollo de China”. Recuperado de: https://www.realinstitutoelcano.org/analisis/la-prosperidad-comun-y-lacirculacion-dual-el-nuevo-modelo-de-desarrollo-de-china/Regalado, E. y Molina, E. (Coord.) (2021). “China y sus relaciones internacionales”. Asociación Venezolana de Estudios sobre China (AVECH) / CEAA / ULA – Centro de Investigaciones de Política Internacional (CIPI, Cuba), Libro digital.Rodríguez, L. (2022). “Configuración multipolar del sistema internacional del siglo XXI”. Revista Política Internacional. Volumen IV Nro. 1 enero-marzo de 2022. ISSN 2707-7330.Weiss, A. (2024). "La frágil fortaleza económica de Estados Unidos". The Economist. Recuperado de: https:// www.lavanguardia.com/dinero/20240212/9516764/ economia-eeuu- fortaleza-fragil-ia-bolsa-mercados. htmlYang, W. (2015). "La Planificación y Recomendaciones del XIII Plan Quinquenal". Recuperado de: https:// politica-china.org/wp- content/uploads/6sei-yangweimin-ES.pdf .

Energy & Economics
Commodity and alternative asset, gold bar and crypto currency Bitcoin on rising price graph as financial crisis or war safe haven, investment asset or wealth concept.

Assessing Bitcoin and Gold as Safe Havens Amid Global Uncertainties: A Rolling Window DCC-GARCH Analysis

by Anoop S Kumar , Meera Mohan , P. S. Niveditha

Abstract We examine the roles of Gold and Bitcoin as a hedge, a safe haven, and a diversifier against the coronavirus disease 2019 (COVID-19) pandemic and the Ukraine War. Using a rolling window estimation of the dynamic conditional correlation (DCC)-based regression, we present a novel approach to examine the time-varying safe haven, hedge, and diversifier properties of Gold and Bitcoin for equities portfolios. This article uses daily returns of Gold, Bitcoin, S&P500, CAC 40, and NSE 50 from January 3, 2018, to October 15, 2022. Our results show that Gold is a better safe haven than the two, while Bitcoin exhibits weak properties as safe haven. Bitcoin can, however, be used as a diversifier and hedge. This study offers policy suggestions to investors to diversify their holdings during uncertain times. Introduction Financial markets and the diversity of financial products have risen in both volume and value, creating financial risk and establishing the demand for a safe haven for investors. The global financial markets have faced several blows in recent years. From the Global Financial Crisis (GFC) to the outbreak of the pandemic and uncertainty regarding economic policy measures of governments and central banks, the financial markets including equity markets around the world were faced with severe meltdowns. This similar behavior was observed in other markets including equity and commodity markets, resulting in overall uncertainty. In this scenario, the investors normally flock toward the safe-haven assets to protect their investment. In normal situations, investors seek to diversify or hedge their assets to protect their portfolios. However, the financial markets are negatively impacted when there are global uncertainties. Diversification and hedging methods fail to safeguard investors’ portfolios during instability because almost all sectors and assets are negatively affected (Hasan et al., 2021). As a result, investors typically look for safe-haven investments to safeguard their portfolios under extreme conditions (Ceylan, 2022). Baur and Lucey (2010) provide the following definitions of hedge, diversifier, and safe haven: Hedge: An asset that, on average, has no correlation or a negative correlation with another asset or portfolio. On average, a strict hedge has a (strictly) negative correlation with another asset or portfolio.Diversifier: An asset that, on average, has a positive correlation (but not perfect correlation) with another asset or portfolio. Safe haven: This is the asset that in times of market stress or volatility becomes uncorrelated or negatively associated with other assets or a portfolio. As was previously indicated, the significant market turbulence caused by a sharp decline in consumer spending, coupled with insufficient hedging opportunities, was a common feature of all markets during these times (Yousaf et al., 2022). Nakamoto (2008) suggested a remedy by introducing Bitcoin, a “digital currency,” as an alternative to traditional fiduciary currencies (Paule-Vianez et al., 2020). Bitcoin often described as “Digital Gold” has shown greater resilience during periods of crises and has highlighted the potential safe haven and hedging property against uncertainties (Mokni, 2021). According to Dyhrberg (2016), the GFC has eased the emergence of Bitcoin thereby strengthening its popularity. Bouri et al. (2017) in their study indicate that Bitcoin has been viewed as a shelter from global uncertainties caused by conventional banking and economic systems. Recent research has found that Bitcoin is a weak safe haven, particularly in periods of market uncertainty like the coronavirus disease 2019 (COVID-19) crisis (Conlon & McGee, 2020; Nagy & Benedek, 2021; Shahzad et al., 2019; Syuhada et al., 2022). In contrast to these findings, a study by Yan et al. (2022) indicates that it can function as a strong safe haven in favorable economic times and with low-risk aversion. Ustaoglu (2022) also supports the strong safe-haven characteristic of Bitcoin against most emerging stock market indices during the COVID-19 period. Umar et al. (2023) assert that Bitcoin and Gold are not reliable safe-havens. Singh et al. (2024) in their study reveal that Bitcoin is an effective hedge for investments in Nifty-50, Sensex, GBP–INR, and JPY–INR, at the same time a good diversifier for Gold. The study suggests that investors can incorporate Bitcoin in their portfolios as a good hedge against market volatility in equities and commodities markets. During the COVID-19 epidemic, Barbu et al. (2022) investigated if Ethereum and Bitcoin could serve as a short-term safe haven or diversifier against stock indices and bonds. The outcomes are consistent with the research conducted by Snene Manzli et al. (2024). Both act as hybrid roles for stock market returns, diversifiers for sustainable stock market indices, and safe havens for bond markets. Notably, Bhuiyan et al. (2023) found that Bitcoin provides relatively better diversification opportunities than Gold during times of crisis. To reduce risks, Bitcoin has demonstrated a strong potential to operate as a buffer against global uncertainty and may be a useful hedging tool in addition to Gold and similar assets (Baur & Lucey, 2010; Bouri et al., 2017; Capie et al., 2005; Dyhrberg, 2015). According to Huang et al. (2021), its independence from monetary policies and minimal association with conventional financial assets allow it to have a safe-haven quality. Bitcoins have a substantial speed advantage over other assets since they are traded at high and constant frequencies with no days when trading is closed (Selmi et al., 2018). Additionally, it has been demonstrated that the average monthly volatility of Bitcoin is higher than that of Gold or a group of international currencies expressed in US dollars; nevertheless, the lowest monthly volatility of Bitcoin is lower than the maximum monthly volatility of Gold and other foreign currencies (Dwyer, 2015). Leverage effects are also evident in Bitcoin returns, which show lower volatilities in high return periods and higher volatilities in low return times (Bouri et al., 2017; Liu et al., 2017). According to recent research, Bitcoins can be used to hedge S&P 500 stocks, which increases the likelihood that institutional and retail investors will build secure portfolios (Okorie, 2020). Bitcoin demonstrates strong hedging capabilities and can complement Gold in minimizing specific market risks (Baur & Lucey, 2010). Its high-frequency and continuous trading further enrich the range of available hedging tools (Dyhrberg, 2016). Moreover, Bitcoin spot and futures markets exhibit similarities to traditional financial markets. In the post-COVID-19 period, Zhang et al. (2021) found that Bitcoin futures outperform Gold futures.Gold, silver, palladium, and platinum were among the most common precious metals utilized as safe-haven investments. Gold is one such asset that is used extensively (Salisu et al., 2021). Their study tested the safe-haven property of Gold against the downside risk of portfolios during the pandemic. Empirical results have also shown that Gold functions as a safe haven for only 15 trading days, meaning that holding Gold for longer than this period would result in losses to investors. This explains why investors buy Gold on days of negative returns and sell it when market prospects turn positive and volatility decreases (Baur & Lucey, 2010). In their study, Kumar et al. (2023) tried to analyse the trends in volume throughout futures contracts and investigate the connection between open interest, volume, and price for bullion and base metal futures in India. Liu et al. (2016) in their study found that there is no negative association between Gold and the US stock market during times of extremely low or high volatility. Because of this, it is not a strong safe haven for the US stock market (Hood & Malik, 2013). Post-COVID-19, studies have provided mixed evidence on the safe-haven properties of Gold (Bouri et al., 2020; Cheema et al., 2022; Ji et al., 2020). According to Kumar and Padakandla (2022), Gold continuously demonstrates safe-haven qualities for all markets, except the NSE, both in the short and long term. During the COVID-19 episode, Gold’s effectiveness as a hedge and safe-haven instrument has been impacted (Akhtaruzzaman et al., 2021). Al-Nassar (2024) conducted a study on the hedge effectiveness of Gold and found that it is a strong hedge in the long run. Bhattacharjee et al. (2023) in their paper examined the symmetrical and asymmetrical linkage between Gold price levels and the Indian stock market returns by employing linear autoregressive distributed lag and nonlinear autoregressive distributed lag models. The results exhibit that the Indian stock market returns and Gold prices are cointegrated. According to the most recent study by Kaczmarek et al. (2022), Gold has no potential as a safe haven, despite some studies on the COVID-19 pandemic showing contradictory results. The co-movements of Bitcoin and the Chinese stock market have also normalized as a result of this epidemic (Belhassine & Karamti, 2021). Widjaja and Havidz (2023) verified that Gold was a safe haven asset during the COVID-19 pandemic, confirming the Gold’s safe-haven characteristic. As previously pointed out, investors value safe-haven investments in times of risk. Investors panic at these times when asset prices fall and move from less liquid (risky) securities to more liquid (safe) ones, such as cash, Gold, and government bonds. An asset must be bought and sold rapidly, at a known price, and for a reasonably modest cost to be considered truly safe (Smales, 2019). Therefore, we need to properly re-examine the safe-haven qualities of Gold and Bitcoin due to the mixed evidences regarding their safe-haven qualities and the impact of COVID-19 and the war in Ukraine on financial markets. This work contributes to and deviates from the body of existing literature in the following ways. We propose a novel approach in this work to evaluate an asset’s time-varying safe haven, hedge, and diversifier characteristics. This research examines the safe haven, hedging, and diversifying qualities of Gold and Bitcoin against the equity indices; S&P 500, CAC 40, and NSE 50. Through the use of rolling window estimation, we extend the methodology of Ratner and Chiu (2013) by estimating the aforementioned properties of the assets. Comparing rolling window estimation to other conventional techniques, the former will provide a more accurate representation of an asset’s time-varying feature. This study explores the conventional asset Gold’s time-varying safe haven, hedging, and diversifying qualities during crises like the COVID-19 pandemic and the conflict in Ukraine. We use Bitcoin, an unconventional safe-haven asset, for comparison. Data and Methodology We use the daily returns of three major equity indices; S&P500, CAC 40, and NSE 50 from January 3, 2018, to October 15, 2022. The equity indices were selected to represent three large and diverse markets namely the United States, France, and India in terms of geography and economic development. We assess safe-haven assets using the daily returns of Gold and Bitcoin over the same time. Equity data was collected from Yahoo Finance, Bitcoin data from coinmarketcap.com, and Gold data from the World Gold Council website. Engle (2002) developed the DCC (Dynamic Conditional Correlation)-GARCH model, which is frequently used to assess contagion amid pandemic uncertainty or crises. Time-varying variations in the conditional correlation of asset pairings can be captured using the DCC-GARCH model. Through employing this model, we can analyse the dynamic behavior of volatility spillovers. Engle’s (2002) DCC-GARCH model contains two phases; 1. Univariate GARCH model estimation2. Estimation of time-varying conditional correlation. For its explanation, mathematical characteristics, and theoretical development, see here [insert the next link in “the word here” https://journals.sagepub.com/doi/10.1177/09711023251322578] Results and Discussion The outcomes of the parameters under the DCC-GARCH model for each of the asset pairs selected for the investigation are shown in Table 1.   First, we look at the dynamical conditional correlation coefficient, ρ.The rho value is negative and insignificant for NSE 50/Gold, NSE 50 /BTC, S&P500/Gold, and S&P500/BTC indicating a negative and insignificant correlation between these asset pairs, showing Gold and Bitcoin as potential hedges and safe havens. The fact that ρ is negative and significant for CAC 40/Gold suggests that Gold can be a safe haven against CAC 40 swings. The asset pair CAC/BTC, on the other hand, has possible diversifier behavior with ρ being positive but statistically insignificant. Next, we examine the behavior of the DCC-GARCH parameters; α and β. We find that αDCC is statistically insignificant for all the asset pairs, while βDCC is statistically significant for all asset pairs. βDCC quantifies the persistence feature of the correlation and the extent of the impact of volatility spillover in a particular market’s volatility dynamics. A higher βDCC value implies that a major part of the volatility dynamics can be explained by the respective market’s own past volatility. For instance, the NSE 50/Gold’s βDCC value of 0.971 shows that there is a high degree of volatility spillover between these two assets, with about 97% of market volatility being explained by the assets’ own historical values and the remainder coming from spillover. Thus, we see that the volatility spillover is highly persistent (~0.8) for all the asset pairs except NSE 50/BTC. The results above show that the nature of the dynamic correlation between the stock markets, Bitcoin and Gold is largely negative, pointing toward the possibility of Gold and Bitcoin being hedge/safe haven. However, a detailed analysis is needed to confirm the same by employing rolling window analysis, and we present the results in the forthcoming section. We present the rolling window results for S&P500 first. We present the regression results for Gold in Figure 1 and Bitcoin in Figure 2   Figure 1. Rolling Window Regression Results for S&P500 and Gold.Note: Areas shaded under factor 1 represent significant regression coefficients. In Figure 1, we examine the behavior of β0 (intercept term), β1, β2, and β3 (partial correlation coefficients). The intercept term β0 will give an idea about whether the asset is behaving as a diversifier or hedge. Here, the intercept term shows significance most of the time. However, during 2018, the intercept was negative and significant, showing that it could serve as a hedge during geopolitical tensions and volatilities in the global stock market. However, during the early stages of COVID-19, we show that the intercept is negative and showing statistical significance, suggesting that Gold could serve as a hedge during the initial shocks of the pandemic. These findings are contrary to the results in the study by Tarchella et al. (2024) where they found hold as a good diversifier. Later, we find the intercept to be positive and significant, indicating that Gold could act as a potential diversifier. But during the Russia-Ukraine War, Gold exhibited hedge ability again. Looking into the behavior of β1, which is the partial correlation coefficient for the tenth percentile of return distribution shows negative and insignificant during 2018. Later, it was again negative and significant during the initial phases of COVID-19, and then negative in the aftermath, indicating that Gold could act as a weak safe haven during the COVID-19 pandemic. Gold could serve as a strong safe haven for the SP500 against volatility in the markets brought on by the war in Ukraine, as we see the coefficient to be negative and large during this time. From β2 and β3, the partial correlation coefficients of the fifth and first percentile, respectively, show that Gold possesses weak safe haven properties during COVID-19 and strong safe haven behavior during the Ukraine crisis. Next, we examine the characteristics of Bitcoin as a hedge/diversifier/safe haven against the S&P500 returns. We present the results in Figure 2.   Figure 2. Rolling Window Regression Results for S&P500 and Bitcoin.Note: Areas shaded under factor 1 represent significant regression coefficients. Like in the previous case, we begin by analysing the behavior of the intercept coefficient, which is β0. As mentioned earlier the intercept term will give a clear picture of the asset’s hedging and diversifier property. In the period 2018–2019, the intercept term is positive but insignificant. This could be due to the large volatility in Bitcoin price movements during the period. It continues to be minimal (but positive) and insignificant during 2019–2020, indicating toward weak diversification possibility. Post-COVID-19 period, the coefficient shows the significance and positive value, displaying the diversification potential. We see that the coefficient remains positive throughout the analysis, confirming Bitcoin’s potential as a diversifier. Looking into the behavior of β1 (the partial correlation coefficient at tenth percentile), it is positive but insignificant during 2018. The coefficient is having negative sign and showing statistical significance in 2019, suggesting that Bitcoin could be a good safe haven in that year. This year was characterized by a long list of corporate scandals, uncertainties around Brexit, and tensions in global trade. We can observe that throughout the COVID-19 period, the coefficient is showing negative sign and negligible during the March 2020 market meltdown, suggesting inadequate safe-haven qualities. However, Bitcoin will regain its safe-haven property in the coming periods, as the coefficient is negative and significant in the coming months. The coefficient is negative and shows statistical significance during the Ukrainian crisis, suggesting strong safe-haven property. Only during the Ukrainian crisis could Bitcoin serve as a safe haven, according to the behavior of β2, which displays the partial correlation coefficient at the fifth percentile. Bitcoin was a weak safe haven during COVID-19 and the Ukrainian crisis, according to β3, the partial correlation coefficient for the first percentile (coefficient negative and insignificant). According to the overall findings, Gold is a stronger safe haven against the S&P 500’s swings. This result is consistent with the previous studies of Triki and Maatoug (2021), Shakil et al. (2018), Będowska-Sójka and Kliber (2021), Drake (2022), and Ghazali et al. (2020), etc. The same analysis was conducted for the CAC 40 and the NSE 50; the full analysis can be found here [insert the next link in “the word here” https://journals.sagepub.com/doi/10.1177/09711023251322578]. However, it is important to highlight the respective results: In general, we may say that Gold has weak safe-haven properties considering CAC40. We can conclude that Bitcoin’s safe-haven qualities for CAC40 are weak. We can say that Gold showed weak safe-haven characteristics during the Ukraine crisis and good safe-haven characteristics for the NSE50 during COVID-19. We may say that Bitcoin exhibits weak safe haven, but strong hedging abilities to NSE50. Concluding Remarks In this study, we suggested a new method to evaluate an asset’s time-varying hedge, diversifier, and safe-haven characteristics. We propose a rolling window estimation of the DCC-based regression of Ratner and Chiu (2013). Based on this, we estimate the conventional asset’s time-varying safe haven, hedging, and diversifying properties during crises like the COVID-19 pandemic and the conflict in Ukraine. For comparison purposes, we include Bitcoin, a nonconventional safe-haven asset. We evaluate Gold and Bitcoin’s safe haven, hedging, and diversifier properties to the S&P 500, CAC 40, and NSE 50 variations. We use a rolling window of length 60 to estimate the regression. From the results, we find that Gold can be considered as a better safe haven against the fluctuations of the S&P 500. In the case of CAC 40, Gold and Bitcoin have weak safe-haven properties. While Bitcoin demonstrated strong safe-haven characteristics during the Ukraine crisis, Gold exhibited strong safe-haven characteristics during COVID-19 for the NSE 50. Overall, the findings indicate that Gold is the better safe haven. This outcome is consistent with earlier research (Będowska-Sójka & Kliber, 2021; Drake, 2022; Ghazali et al., 2020; Shakil et al., 2018; Triki & Maatoug, 2021). When it comes to Bitcoin, its safe-haven feature is weak. Bitcoin, however, works well as a diversifier and hedge. Therefore, from a policy perspective, investing in safe-haven instruments is crucial to lower the risks associated with asset ownership. Policymakers aiming to enhance the stability of financial portfolios might encourage institutional investors and other market players to incorporate Gold into their asset allocations. Gold’s strong safe-haven qualities, proven across various market conditions, make it a reliable choice. Gold’s performance during crises like COVID-19 highlights its potential to mitigate systemic risks effectively. Further, Bitcoin could also play a complementary role as a hedge and diversifier, especially during periods of significant volatility such as the Ukraine crisis. While Bitcoin’s safe-haven characteristics are relatively weaker, its inclusion in a diversified portfolio offers notable value and hence it should not be overlooked. Further, policymakers may consider how crucial it is to monitor dynamic correlations and periodically rebalance portfolios to account for shifts in the safe haven and hedging characteristics of certain assets. Such measures could help reduce the risks of over-reliance on a single asset type and create more resilient portfolios that can better withstand global economic shocks. For future research, studies can be conducted on the estimation of the rolling window with different widths. This is important to understand how the safe-haven property changes across different holding periods. Further, more equity markets would be included to account for the differences in market capitalization and index constituents. This study can be extended by testing these properties for multi-asset portfolios as well. We intend to take up this study in these directions in the future. Data Availability StatementNot applicable.Declaration of Conflicting InterestsThe authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.FundingThe authors received no financial support for the research, authorship, and/or publication of this article.ReferencesAkhtaruzzaman M., Boubaker S., Lucey B. M., & Sensoy A. (2021). Is gold a hedge or a safe-haven asset in the COVID-19 crisis? Economic Modelling, 102, 105588. Crossref. Web of Science.Al-Nassar N. S. (2024). Can gold hedge against inflation in the UAE? A nonlinear ARDL analysis in the presence of structural breaks. PSU Research Review, 8(1), 151–166. Crossref.Barbu T. C., Boitan I. A., & Cepoi C. O. (2022). Are cryptocurrencies safe havens during the COVID-19 pandemic? A threshold regression perspective with pandemic-related benchmarks. Economics and Business Review, 8(2), 29–49. 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