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Strategic Report SR-001/2026 | October 2026
Prof. Alejandro François de Montclair
Professor of International Relations and Political Analyst on Latin America
CPGNNews | CaribPulse Global News Network.
Brazil as a Mirror of a World in Transition
Brazil is approaching the second round of its presidential election amid a political climate whose implications extend far beyond South America. On October 25, 2026, incumbent President Luiz Inácio Lula da Silva, a historic figure on the Brazilian left, will face Flávio Bolsonaro, a senator and son of former president Jair Bolsonaro. The first round, held on October 4, placed Flávio Bolsonaro in the lead with 47.03% of valid votes, compared with 45.16% for Lula, according to results released by Brazil’s Superior Electoral Court. Since no candidate secured more than half of the valid votes, a runoff is required. The margin, exceeding two million votes, reflects a closely contested race and the considerable mobilization capacity of the conservative camp, without prejudging the final outcome.
This contest is significant because it brings two competing visions of Brazil’s place in the world into direct confrontation. Lula advocates a foreign policy committed to multilateralism, cooperation among countries of the Global South, and the preservation of strategic autonomy in relations with major powers. Flávio Bolsonaro represents a more conservative orientation, closer to Donald Trump and potentially conducive to a political rapprochement with Washington. Their differences also concern the role of the state, social policy, security, economic priorities, and the meaning of national sovereignty. These issues carry particular weight in a country that maintains substantial trade relations with China while remaining deeply connected to the United States through trade, investment, and strategic interests. A Reuters analysis published on October 9, 2026, highlighted the election’s implications for trade relations, critical minerals, and the diplomatic balance among Brasília, Washington, and Beijing.
The campaign is unfolding in an environment where electoral competition is no longer confined to comparing political platforms. Trust in institutions, perceptions of security, the cost of living, changes in the world of work, cultural values, and the influence of digital networks all contribute to shaping political choices. Voters may support a candidate out of ideological conviction, punish an incumbent government, seek a break with the past, or favor a promise of greater effectiveness. These motivations can overlap without being identical. Reducing the vote to a mechanical confrontation between left and right would obscure the concrete concerns that shape electoral behavior.
Brazil therefore offers a privileged vantage point from which to examine a broader question: are we witnessing a lasting reconfiguration of political models, or a succession of national responses to economic, social, institutional, and cultural crises that resemble one another without sharing the same causes? Answering this question requires comparing experiences as different as Donald Trump’s movement in the United States, the electoral entrenchment of France’s National Rally, political transformations across Latin America, and the persistent crises affecting Haiti, Cuba, and Venezuela. It also requires taking into account technological change, the restructuring of labor markets, migration debates, and climate risks.
The purpose is neither to proclaim the premature victory of one political camp nor to seek a universal ideology capable of explaining every contemporary development. It is to determine, through verifiable evidence and carefully framed comparisons, why certain models are gaining influence, why others are losing credibility, and by what standards citizens can assess the performance of those who govern them. Beneath electoral alternation, digital campaigns, and rhetoric about sovereignty lies a more fundamental question: can societies provide their members with security, dignity, meaningful prospects for the future, and confidence that public institutions genuinely serve the common good?
Brazil 2026: Lula Faces the Bolsonaro Camp
The first lesson of Brazil’s election lies in the gap between having governed and being able to persuade a majority. Lula has an exceptional political record, shaped by his first two presidential terms, his return to the presidency, and his historic role in building the contemporary Brazilian left. Yet his record has not been enough to neutralize the Bolsonaro camp. The first-round result shows that the conservative opposition retains a substantial electoral base and that a leader’s historical popularity guarantees neither support for his government nor confidence in his ability to address present-day difficulties.
For Lula, the challenge is to demonstrate that public policy can sustainably improve living conditions, reduce inequality, and preserve Brazil’s standing in international affairs. Defending social programs, employment, and purchasing power reflects a political tradition in which the state plays a central role in correcting market imbalances. Yet this tradition faces an increasingly direct demand for tangible results. Households assess the government through the cost of food, housing, and transportation, their access to public services, and the stability of their incomes. Overall economic growth, when it occurs, does not necessarily translate into improvements that are felt equally across every region and social group. A government may therefore point to favorable macroeconomic indicators while losing public confidence if progress is unevenly distributed or insufficiently visible in people’s daily lives.
Concerns about work illustrate this difficulty. The so-called “6×1” work schedule, which involves six consecutive working days followed by one day of rest, has fueled debate about working hours, quality of life, and wages. These demands do not arise solely from a conflict between workers and employers. They also reflect changing social expectations, the value placed on free time, productivity concerns, and the ability of businesses to organize their operations in economically viable ways. The election campaign has thus become a forum in which everyday concerns can compel political leaders to reconsider their positions.
Flávio Bolsonaro benefits from the existence of a political movement built around his father, Jair Bolsonaro, but his candidacy should not be understood as a simple reproduction of the former president’s. He must establish his own credibility, bring together voters with different motivations, and persuade people beyond the conservative core that is already mobilized. His camp draws on political and social networks that place considerable emphasis on public order, traditional values, criticism of state intervention, and a stronger conception of authority. These positions may appeal to voters on ideological grounds, but also to citizens frustrated by crime, economic hardship, or what they perceive as the growing distance between political elites and ordinary people. It would nevertheless be misleading to treat this electorate as a uniform bloc. Religious, economic, regional, and generational motivations must be distinguished rather than assumed to be identical.
The first-round result is not, by itself, enough to predict the outcome of the runoff. The redistribution of votes cast for eliminated candidates, voter turnout, regional alliances, and each campaign’s ability to mobilize undecided voters may alter the balance. Polls published in the days following the first round should be read as snapshots of public opinion, subject to margins of error and methodological limitations, rather than as advance election results. On October 14, a Quaest poll reported by several Brazilian media outlets placed Flávio Bolsonaro at 46% and Lula at 44%, a statistical tie given the stated margin of error of two percentage points. This snapshot confirms the uncertainty of the contest but does not determine its outcome.
The election also carries major international implications. Brazil is an agricultural power, an important industrial actor in Latin America, a country rich in strategic resources, and a central Chinese partner in the region. Its relations with Washington cannot be considered separately from its trade links with Beijing, its participation in BRICS, or its desire to preserve independent decision-making capacity. A political rapprochement between Flávio Bolsonaro and Donald Trump could facilitate certain diplomatic alignments, but it would not remove economic constraints. Brazilian businesses need export markets, agricultural exports depend on diversified trading partners, and industrial choices must take account of investment, technology, and international supply chains.
The October 25 vote will therefore determine more than the presidential succession. It will influence how Brazil balances social justice, economic discipline, security, sovereignty, and international cooperation. It would nevertheless be premature to treat the result as definitive proof of an ideological transformation across Latin America as a whole. A national election may have considerable regional significance without providing a model that can simply be replicated elsewhere. Determining whether Brazil heralds a new political era or primarily exposes the limitations of the incumbent government will require examining the platforms, alliances, regional results, and voter expectations, then comparing these findings with developments in other societies.
The Reconfiguration of the Right in Europe, Latin America, and the Caribbean
The gains made by conservative movements in several democracies have often been described as a general shift to the right. This interpretation identifies a genuine political trend in some countries, but risks conflating distinct phenomena. The success of a nationalist party in a European election, the election of a leader promising a more coercive security policy, and the return of a conservative opposition after a period of progressive government do not necessarily arise from the same mechanisms. Institutional settings, electoral systems, economic structures, and national histories determine what each result means.
In France, the European Parliament elections of June 9, 2024, sent a major political signal. The National Rally (Rassemblement national, RN) received 31.37% of the votes cast, comfortably ahead of the Besoin d’Europe coalition associated with the presidential majority, which obtained 14.60%. These official results illustrate the party’s ability to turn issues such as immigration, purchasing power, security, and sovereignty into a political offer that resonates with a substantial share of the electorate. They do not, however, mean that nearly one-third of the French population subscribes to a single, uniform doctrine, nor that voting in European elections mechanically determines voter behavior in a presidential contest. Turnout, the nature of the election, and perceptions of European issues all influence the choices voters make.
Marine Le Pen’s political trajectory illustrates a transformation in French public life: the gradual normalization of a party long marginalized in governing alliances, which has since become a central force in public debate. This shift reflects the continuity of the party’s electoral presence, changes in its rhetoric, and its ability to present itself as the voice of groups that feel inadequately represented by traditional political forces. It also takes place against a wider crisis of confidence in established parties and institutions. Yet increased electoral support does not settle the question of governing capacity. Public finance management, European commitments, constitutional constraints, and the need to build majorities all require compromises that election campaigns can often postpone.
Europe, however, is not following a single political trajectory. Conservative and nationalist movements have gained visibility in several countries by combining, depending on the context, concerns about identity, criticism of immigration, challenges to established elites, and opposition to certain European policies. These developments coexist with very different political arrangements, including centrist coalitions, left-wing governments, parliamentary systems based on compromise, and newly emerging alliances. The diversity of economic structures and institutions makes it impossible to reduce the European political landscape to a uniform march toward conservatism. It is more accurate to speak of the fragmentation of established political families, greater volatility among parts of the electorate, and competition between political platforms promising to restore national control over decision-making.
Political dynamics in Latin America are equally varied. The rise of Javier Milei in Argentina, Nayib Bukele’s security-focused experience in El Salvador, and Flávio Bolsonaro’s candidacy in Brazil represent different trajectories that should not be placed under a single label without qualification. Milei’s radical economic liberalism, the centrality of the fight against gangs in Bukele’s strategy, and the political conservatism associated with Bolsonarism are not based on the same priorities or the same relationships with institutions. Their convergence lies less in a coherent shared program than in their promise to break with systems they portray as ineffective.
This distinction is essential when assessing the consequences of security policies. When a government achieves visible results in reducing violence, it may strengthen public confidence, particularly in communities where insecurity restricts freedom of movement, commerce, and everyday life. Yet an assessment cannot stop at the leader’s popularity or official announcements. It must examine whether the results endure, how the justice system functions, conditions of detention, procedural safeguards, and the risk of abuses of power. A policy may reduce certain forms of violence while weakening institutional protections. Conversely, respect for rights does not relieve the state of its duty to protect its citizens effectively. The challenge is to evaluate both dimensions together without presenting security and freedom as necessarily incompatible goals.
The Caribbean requires an even more attentive approach to local circumstances. The Dominican Republic, Jamaica, and Haiti do not have the same administrative capacities, economic structures, or security institutions. Electoral choices are shaped by employment, the cost of living, access to energy, migration, crime, vulnerability to natural disasters, and confidence in public services. In these societies, demands for authority may reflect an ideological preference, but they may also express an urgent desire to recover basic security and predictability. The same political formula can mean different things in a country with a relatively consolidated administration and in one where the state struggles to maintain a presence across parts of its territory.
International comparison therefore leads to a provisional conclusion: what is gaining ground across several regions is not necessarily a single ideology, but an expectation of change in response to governments perceived as unable to deliver sufficient results. The movements that capitalize on this expectation belong to different ideological traditions and sometimes propose remedies that contradict one another. Their long-term success will depend less on the force of their rhetoric than on their ability to turn promises into effective institutions, more stable living conditions, and measurable outcomes.
Climate, Security, and State Resilience
Climate change has become an issue of governance, economic security, and the continuity of public services. Across the Caribbean, hurricanes, droughts, extreme rainfall, coastal erosion, and rising sea levels threaten essential activities, including agriculture, fishing, tourism, transportation, and water supply. The World Meteorological Organization’s report on the state of the climate in Latin America and the Caribbean in 2025, published on May 18, 2026, documents record-breaking heat, persistent droughts, destructive tropical cyclones, and mounting consequences for food systems and national economies.
These phenomena do not have the same effects everywhere. Geographic exposure matters, but prevention capacity, infrastructure quality, and available resources largely determine the scale of the damage. A natural disaster can therefore have dramatically different consequences depending on whether it strikes a territory equipped with early-warning systems, well-maintained infrastructure, and functioning emergency services, or a society where roads, electricity networks, schools, and health facilities are already weakened.
For a fragile state, a disaster can quickly become a social and political crisis. Damage to roads, electricity networks, schools, hospitals, and irrigation systems interrupts economic activity, increases public expenditure, and reduces household income. Where institutions are already fragile, emergency assistance may be delayed, resources distributed unevenly, and reconstruction postponed. Resilience must therefore be measured not merely by a country’s ability to receive assistance after a disaster, but also by its capacity to prepare communities, maintain infrastructure, protect exposed populations, and restore essential services quickly.
Security must be understood in equally broad terms. Combating armed violence requires institutions capable of protecting people, investigating crimes, and ensuring that the justice system functions. Yet human security also depends on access to food, health care, education, water, and stable livelihoods. These dimensions do not replace law enforcement; they help reduce the vulnerabilities that criminal actors can exploit.
Public policy must therefore combine immediate protective measures with long-term institutional and social reconstruction, while maintaining oversight mechanisms that prevent abuse. In contexts marked by violence, restoring public authority cannot be sustainable if it relies exclusively on coercion. It also requires accessible justice, functioning public services, predictable administration, and trust between institutions and communities.
The Caribbean consequently faces a dual challenge: reducing climate risks and strengthening the capacity of states to respond to them. The region cannot eliminate the global causes of warming on its own, but it can improve land-use planning, disaster preparedness, ecosystem protection, food security, and regional cooperation. Climate finance must also be accessible to the most vulnerable countries, through procedures that turn financial commitments into infrastructure and services that actually work.
The quality of these choices will influence public confidence in governments just as much as rhetoric about sovereignty or identity. A government that promises protection but fails to prepare infrastructure, safeguard essential services, or account for the use of public funds risks widening the gap between its declarations and citizens’ lived experience.
Beyond Left and Right: Results as the Standard of Judgment
The categories of left and right remain essential to understanding political traditions, social interests, and competing visions of the state. They become insufficient, however, when treated as complete explanations of electoral behavior. Voters do not always choose an entire political platform. They may support a party because of its security policy, reject its economic orientation, or accept certain social proposals while disapproving of its cultural rhetoric. They may also vote for a candidate out of conviction or loyalty, to reject an opponent, or because no alternative appears credible. Voting is therefore a complex political expression whose meaning cannot be inferred solely from a candidate’s ideological classification.
This complexity makes it necessary to distinguish stated intentions from observable results. A redistribution program should be evaluated in terms of its effects on poverty, income, and access to services, but also in terms of its financing and long-term sustainability. A policy of fiscal discipline must be assessed through the quality of public expenditure, debt trends, productive investment, and the social consequences of adjustment. A deregulation strategy must demonstrate that it genuinely promotes economic activity, innovation, and employment without transferring excessive costs to workers or society.
Likewise, a security policy cannot be judged solely by its announcements or popularity. It must be assessed according to its effects on violence, the functioning of the justice system, the protection of citizens, and respect for fundamental freedoms. A decline in crime must be evaluated over a sufficiently long period and through transparent indicators. Results must be considered alongside judicial procedures, safeguards for individuals, and oversight mechanisms governing the institutions responsible for enforcing the law.
These criteria do not require every country to adopt identical policies. Available resources, demographic structures, institutions, and economic constraints vary considerably. Rather, they subject political choices to a common standard of accountability. Governments must explain what they intend to achieve, how they will finance their commitments, what results they obtain, and what adjustments they make when their policies fail. Data transparency and the possibility of independent scrutiny are therefore essential. No promise of transformation can be properly evaluated when results are opaque or indicators are selected solely to serve those in power.
Sovereignty itself deserves this demanding approach. It cannot be reduced either to distancing a country from a foreign power or to asserting a national identity. It requires a country’s effective ability to make decisions, protect its institutions, develop its skills, diversify its economy, and defend its population’s interests in an interdependent international environment. An economy excessively dependent on a single resource, a state unable to deliver essential services, or a society denied access to knowledge has limited decision-making capacity, even when its leaders employ the language of sovereignty. Conversely, international cooperation does not necessarily diminish autonomy when it is based on clearly defined interests and institutions capable of negotiating on balanced terms.
Democracy is not reducible to electoral victory, just as effectiveness cannot be measured by the concentration of power. A responsible government must be able to act while remaining subject to oversight; make difficult decisions while explaining its reasons; protect the population while respecting rights; and promote growth while accounting for how its benefits are distributed. Lasting political trust arises less from the promise of a providential leader than from the repeated experience of institutions that deliver results, correct their mistakes, and treat citizens fairly.
This standard also helps avoid a common error in international debate: confusing the electoral success of a movement with the endorsement of all its proposals. A victory demonstrates that a coalition has secured sufficient support within a particular electoral framework. It does not, by itself, prove that the policies announced are economically viable, legally implementable, or socially beneficial. Only their implementation, evaluation, and evolution over time can establish their effects.
A Development Dashboard: Measuring Results Without Oversimplifying Reality
Comparing Brazil, Haiti, Cuba, and Venezuela requires a multidimensional dashboard rather than a single ranking. Gross domestic product per capita provides information about average economic output, but does not by itself describe income distribution or living conditions. Poverty indicators, life expectancy, school enrollment, access to water and electricity, formal employment, and security can complement this initial measure. They must, however, be accompanied by their reference year, statistical definition, and source. An estimate, an administrative record, and a household survey do not necessarily offer the same degree of comparability.
Available economic data illustrate this need. According to World Bank series, Brazil recorded real GDP growth of approximately 3.4% in 2024, while estimates for Haiti and Cuba indicate economic contraction that year. These figures provide macroeconomic reference points, not a comprehensive measure of well-being. They do not directly reveal income distribution, effective access to public services, food security, or regional disparities. Statistics concerning Cuba must also be interpreted in light of comparability challenges and possible limitations in the available data.
A rigorous comparison must also avoid confusing current U.S. dollars with actual purchasing power. GDP per capita expressed in current dollars is affected by exchange rates, among other factors, and does not represent the average income actually received by each citizen. To compare living standards, analysts should use purchasing-power-parity measures, where available, alongside poverty indicators and household surveys on material conditions. No single indicator can capture the complexity of a society.
The proposed dashboard therefore brings together six complementary dimensions.
| Dimension | Indicators to consider | Central policy question |
| Economy | Real growth, GDP per capita, inflation, public debt | Does economic activity create lasting opportunities? |
| Social inclusion | Poverty, inequality, food security, access to health care | Do improvements benefit a sufficiently broad share of the population? |
| Human capital | School enrollment, learning outcomes, life expectancy, vocational training | Do citizens have the capabilities they need to shape their future? |
| Work | Employment, unemployment, informality, labor income | Does growth translate into decent jobs and predictable incomes? |
| Institutions and security | Access to justice, institutional trust, violence, continuity of services | Does the state protect citizens and account for its actions? |
| Resilience | Climate exposure, disaster preparedness, access to water and energy | Can society absorb shocks and restore essential services? |
This framework must be accompanied by a precise documentation protocol. Every indicator should include its source, publication date, reference period, definition, and, where necessary, a methodological note. Missing data should be identified rather than replaced with undocumented estimates. When calculation methods differ, figures should be presented separately or accompanied by an explicit qualification.
For Venezuela, national estimates and projections produced by international organizations should not be combined without explaining their differences. For Cuba, economic data should be considered alongside social indicators and actual access to services. For Haiti, growth statistics cannot be separated from violence, population displacement, and difficulties in accessing essential services. For Brazil, macroeconomic performance must be assessed in light of inequality, employment quality, and regional disparities.
It would be methodologically incorrect to produce an overall ranking of the four countries on the basis of the information currently available. The data do not cover every dimension with the same degree of precision, and national circumstances cannot be reduced to a single score without explicit methodological choices. The purpose of the dashboard is not to reduce societies to a handful of figures, but to test political claims against the material and human conditions they purport to improve.
In time, this framework could be used to track public policy outcomes over several years. Such an approach would help distinguish the immediate effects of a measure from its long-term consequences, identify unevenly distributed progress, and determine whether announced commitments lead to tangible improvements. Comparison would then become an instrument of public accountability rather than an ideological contest between countries.
The World Political Order’s Recomposition Put to the Test of Facts
Brazil in 2026 reveals the scale of the tensions running through contemporary politics. The contest between Lula and Flávio Bolsonaro involves competing visions of public policy, sovereignty, and international relations. It also illustrates the limits of a government that cannot rely on its history to guarantee present-day support, as well as the difficulty an opposition faces when attempting to turn a promise of rupture into a governing program capable of addressing the constraints of power. The first round established an electoral advantage for Flávio Bolsonaro, but the outcome of the October 25 runoff remains uncertain at the time of writing. No future result should be presented as an established fact.
From Washington to Paris, from Buenos Aires to Port-au-Prince, political realignments are taking shape in societies demanding greater security, credible economic prospects, trustworthy institutions, and greater control over their future. These shared expectations do not make countries interchangeable. Emerging responses depend on national histories, administrative capacity, economic resources, and geopolitical constraints. Electoral gains by movements promising a break with the past may reflect ideological commitment, but they may also represent punishment of incumbent governments or a demand for greater effectiveness. Analysis must distinguish these motivations rather than combine them into a single explanation.
The comparison between Donald Trump and Marine Le Pen shows that political ideas travel across borders without erasing institutional and economic differences. Brazil’s political trajectory demonstrates that international relations are shaped as much by trade and strategic interests as by ideological affinities. The experiences of Argentina and El Salvador illustrate, in different ways, demands for political rupture and debates over the effectiveness of public policy. Finally, the crises in Venezuela, Cuba, and Haiti remind us that no serious interpretation can ignore the human consequences of economic choices, institutional weaknesses, and external pressures.
The challenges ahead nevertheless share important features. States will have to restore trust without weakening freedoms, provide security without placing public action beyond scrutiny, prepare workers for the transformations brought by artificial intelligence, protect populations against climate risks, and ensure that economic progress leads to tangible improvements in everyday life. For the most fragile countries, particularly Haiti, these are not abstract objectives. They concern society’s very capacity to preserve its institutions, educate its young people, protect families, and rebuild a shared future.
In this context, sovereignty requires a definition that goes beyond political declarations. A country is better able to defend its interests when it has functioning institutions, a diversified economy, an educated population, mobilizable resources, and an administration capable of fulfilling its responsibilities. Sovereignty does not require isolation. On the contrary, it entails the ability to choose partners, negotiate balanced agreements, and preserve room for decision-making in an interdependent world. Well-designed international cooperation can strengthen a state’s autonomy; poorly managed dependence can diminish it.
The question running through these trajectories is therefore not simply whether the political right or left will emerge stronger from the current period. It is which political systems can translate popular expectations into effective institutions, real opportunities, and lasting progress. Ideologies will continue to shape political choices, but none can avoid accounting for its consequences. Sovereignty without the capacity to act remains a declaration; growth without improved living conditions remains incomplete; security without justice undermines trust; and solidarity without sound management cannot be sustained.
On a global scale, the political future will depend less on the spread of a single model than on societies’ ability to learn from their experiences without erasing their differences. Brazil, Haiti, Cuba, and Venezuela do not tell the same story, just as the United States and France are not following identical trajectories. Comparing them nevertheless makes it possible to ask a common question, one that is decisive for democratic legitimacy: are public authorities genuinely improving people’s ability to live safely, learn, work, participate in decision-making, and look toward the future with dignity?
It is by this demanding and profoundly human standard that the recomposition of the world political order must ultimately be judged.
Principal Documentary References
The following references form the documentary foundation of this article. They enable readers to verify key information concerning Brazil’s 2026 election, international political realignments, migration, changes in work driven by artificial intelligence, and climate-related challenges. The national data used in the comparative dashboard must be linked to the relevant statistical series. Figures relating to the humanitarian situation in Haiti must also be specifically verified with the competent organizations before publication.
I. Elections, Institutions, and Political Realignments
1. Brazil’s Superior Electoral Court (Tribunal Superior Eleitoral, TSE). “Resultados do 1º turno das Eleições 2026 estão disponíveis em página do TSE.” October 5, 2026.
Institutional reference source for consulting the official results of the first round of Brazil’s 2026 presidential election.
Official TSE publication:
https://www.tse.jus.br/comunicacao/noticias/2026/Outubro/resultados-do-1o-turno-das-eleicoes-2026-estao-disponiveis-em-pagina-do-tse
2. Reuters. “Brazil election to reshape trade with US, with tariffs and minerals at stake.” October 9, 2026.
Analysis of the economic and geopolitical stakes of Brazil’s election, particularly trade relations with the United States, tariffs, strategic minerals, and the next government’s international orientation.
Reuters article:
https://www.reuters.com/world/americas/brazil-election-reshape-trade-with-us-with-tariffs-minerals-stake-2026-10-09/
3. European Parliament. National results of the 2024 European elections: France. Official results.
Institutional source for the results of the European elections in France, relevant to the analysis of the National Rally’s electoral gains and the realignment of the French right.
Official results:
https://results.elections.europa.eu/fr/resultats-nationaux/france/2024-2029/
II. Migration and Regional Dynamics
4. United Nations High Commissioner for Refugees (UNHCR). “Venezuela Situation.” Data updated in December 2025.
Reference source for estimates of Venezuelan refugees and migrants and their geographic distribution, particularly across Latin America and the Caribbean.
UNHCR data:
https://www.unhcr.org/emergencies/venezuela-situation
III. Artificial Intelligence, Employment, and Human Development
5. International Labour Organization (ILO). Generative AI and Jobs: A 2025 Update. May 20, 2025.
Study of the exposure of jobs to generative artificial intelligence and the potential transformations affecting professional tasks, skills, and work organization.
ILO website:
https://www.ilo.org/
6. United Nations Development Programme (UNDP). Human Development Report 2025: A Matter of Choice: People and Possibilities in the Age of AI. May 6, 2025.
A key report on the societal choices associated with artificial intelligence, its potential effects on human development, and the conditions needed for emerging technologies to expand opportunities for populations.
UNDP report:
https://hdr.undp.org/content/human-development-report-2025
IV. Climate, Resilience, and Economic Development
7. World Meteorological Organization (WMO). State of the Climate in Latin America and the Caribbean 2025. May 18, 2026.
Regional report on climate trends in Latin America and the Caribbean, extreme weather events, and their consequences for populations, food systems, and national economies.
8. World Bank. World Development Indicators. International statistical database, updated periodically.
Reference source for GDP growth, income, economic development, and other variables relevant to comparing national trajectories. The data used in the dashboard must identify the country, indicator, reference year, and extraction date.
World Bank database:
https://data.worldbank.org/
Methodological and Editorial Note
This bibliography brings together the principal institutional and journalistic references used in the analysis. To ensure documentary traceability consistent with international standards, every statistic presented in the text or comparative dashboard must be linked to its precise source and reference period and, where relevant, its calculation methodology. For election results, priority must be given to official TSE data. For economic, social, and humanitarian indicators, the original statistical series produced by the relevant institutions should be preferred. News articles provide context for events and issues but do not replace primary statistical sources.
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