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The report compares a 'Current Path' forecast for Angola with a 'Combined Agenda 2063' scenario, which integrates 11 sectoral improvements. The Combined scenario projects a dramatic increase in GDP per capita to US$16,023 by 2043 and a significant reduction in extreme poverty, though it also forecasts a substantial increase in carbon emissions due to industrial and demographic growth.

The report projects that Cape Verde will experience significant urbanisation and GDP per capita growth by 2043, though it remains highly dependent on food imports and tourism. While various sectoral interventions—particularly free trade and manufacturing—could further boost GDP and reduce poverty, they are also projected to increase carbon emissions. The Combined Agenda 2063 scenario suggests a potential GDP increase to US$8.7 billion and a reduction of extreme poverty to 3.6% of the population by 2043.

The Combined Agenda 2063 scenario, integrating 11 sectoral reforms, is projected to significantly increase COMESA's GDP per capita to US$10,235 by 2043 and nearly eradicate extreme poverty. While driving substantial economic growth, particularly in Malawi and Ethiopia, the scenario is also expected to increase carbon emissions to 380 million metric tons by 2043.

The Combined Agenda 2063 scenario is projected to significantly increase North Africa's GDP per capita and total GDP by 2043, with the most substantial gains driven by free trade under AfCFTA, manufacturing, and leapfrogging. While the scenario predicts a sharp decline in extreme poverty—particularly in Mauritania and Egypt—it also forecasts a 17% increase in carbon emissions compared to the Current Path, primarily driven by Egypt and Algeria.

The report projects that the Combined Agenda 2063 scenario would significantly increase Benin's GDP per capita to US$7,421 and nearly double the overall economy to US$117.2 billion by 2043. While this path would lift an additional 4.6 million people out of extreme poverty and drive structural transformation toward services and manufacturing, it is also projected to increase carbon emissions to 10.1 million tons, necessitating an accelerated energy transition to mitigate environmental degradation.

The document models the potential impact of different development paths on Algeria's GDP, poverty levels, and energy landscape by 2043. It finds that a 'Combined scenario'—integrating improvements in governance, education, health, and infrastructure—would significantly increase GDP per capita and reduce extreme poverty and inequality. However, this economic growth is projected to increase carbon emissions. The analysis also highlights Algeria's heavy reliance on gas and oil, while noting its potential for renewable energy development.

The report concludes that Africa's current development trajectory is insufficient to meet Agenda 2063 and SDG goals, with 19.1% of the population projected to remain in extreme poverty by 2043. It argues that a 'Combined scenario' of coordinated reforms—including the full implementation of the AfCFTA, improved governance, and an accelerated energy transition—could lift GDP to nearly US$9 trillion and reduce extreme poverty to 10.9% by 2043. Key recommendations include doubling or tripling annual energy buildout through renewables and regional power pools, and prioritizing industrialization in agro-processing and mineral beneficiation.

The Combined Agenda 2063 scenario for Cape Verde projects significant economic growth, with GDP per capita reaching US$15,663 by 2043 and a substantial reduction in extreme poverty. While the service, manufacturing, and ICT sectors are expected to be the primary drivers of GDP, the scenario also predicts an increase in carbon emissions to 0.47 million tons by 2043, necessitating an accelerated energy transition to mitigate environmental degradation.

The report concludes that while Burundi has made progress in peace and macroeconomic stability since 2000, it remains hindered by political fragility, poor infrastructure, and low agricultural productivity. On its current path, the country is forecast to improve but will likely miss many 2030 Sustainable Development Goals. The analysis emphasizes that a coordinated policy push across development sectors, focusing on agricultural modernization, economic diversification into manufacturing, and climate-resilient infrastructure, is necessary to reduce aid dependency and improve citizen prosperity.

The report analyzes Burundi's development prospects, highlighting a 'Current Path' characterized by slow growth, high poverty, and governance challenges. It models eight sectoral scenarios—Governance, Demographics and Health, Education, Large Infrastructure and Leapfrogging, Agriculture, Manufacturing, AfCFTA, and Financial Flows—to demonstrate how targeted interventions could improve GDP per capita and reduce extreme poverty. A 'Combined scenario' suggests that an integrated policy push could dramatically increase GDP to US$17.2 billion by 2043 and reduce the extreme poverty rate by 49 percentage points compared to the Current Path, though this would result in higher carbon emissions.

The document examines the critical role of infrastructure in Africa's development, highlighting a persistent deficit that constrains GDP growth and productivity. It argues that closing this gap, which requires over US$100 billion annually, is essential for the success of the African Continental Free Trade Area (AfCFTA) and for shifting the continent toward a more inclusive growth trajectory.

The report outlines the 'Large Infrastructure and Leapfrogging' scenario, which models the effects of targeted infrastructure investment in Africa from 2027 to 2050. It emphasizes the synergy between large-scale renewable energy, off-grid solutions, and ICT to lower barriers for private capital and formalize the informal economy. The analysis uses the International Futures (IFs) platform to categorize spending across traditional, ICT, and other infrastructure, benchmarking progress against developing regions in South Asia and South America.

The Large Infrastructure and Leapfrogging scenario is projected to accelerate Africa's average annual economic growth to 6% between 2027 and 2050, resulting in a total GDP nearly US$1 trillion higher than the baseline by 2050. This trajectory is expected to increase average GDP per capita by approximately US$510 and reduce the number of people in extreme poverty by 63 million, bringing the poverty rate down to 11.5% by 2050.

The analysis compares two scenarios for African infrastructure financing up to 2050. Under the 'Large Infrastructure and Leapfrogging' scenario, government spending is projected to reach US$267 billion by 2050, exceeding the 'Current Path' forecast by US$44 billion. Average annual public spending from 2027 to 2050 is expected to be US$171 billion in this scenario, compared to US$150 billion under the Current Path.

Africa faces a critical gap between rapid labour force growth and the creation of formal jobs. By 2043, the labour force is expected to almost double from its 2023 level of 576 million. While the services sector continues to dominate GDP, a 'Combined' scenario involving pro-growth policies could increase Africa's GDP to US$8.9 trillion by 2043, compared to US$6.4 trillion on the 'Current Path'.

The document outlines the SAVi methodology applied to Ulaanbaatar's bus fleet, utilizing causal loop diagrams and integrated cost-benefit analysis to evaluate the transition from internal combustion engine (ICE) buses to electric vehicles (EVs). It details the indicators used—ranging from GHG emissions and air pollution to retail revenues and employment—and provides the specific data assumptions, such as a 10-year implementation period and a 40% reduction in maintenance costs for electric buses compared to ICE buses.

The document analyzes the potential benefits of increased education spending in Africa by 2043. It finds that an 'Education scenario' would significantly boost GDP, reduce extreme poverty, and improve health outcomes, particularly in lower-income regions, while creating a 'human capital dividend' that accelerates economic growth.

The Agriculture scenario projects a significant increase in Africa's agricultural production, reducing food import dependence and extreme poverty while boosting GDP. By 2043, production could reach 2,167 million metric tons, with Nigeria emerging as the most significant producer. The scenario is expected to reduce the number of extremely poor Africans to 339 million and increase the total economy by US$354 billion compared to the Current Path. However, these gains depend on water availability, climate-driven carbon fertilisation, and the adoption of temperature-tolerant cultivars.

The research finds that an aggressive reduction in gender inequality would significantly increase Africa's GDP, GDP per capita, and human development indices by 2043. The most substantial economic gains are projected in the service sector and in regions with currently high gender gaps, such as North and West Africa. Socially, the Gender scenario is forecast to lift millions out of extreme poverty and reduce the number of stunted children by 6 million compared to the Current Path.

The document forecasts that achieving full gender equality by 2043 would significantly boost Africa's economy, increasing GDP by US$1 trillion compared to the current path and lifting 80 million more people out of extreme poverty. The most substantial gains are projected for North Africa and specific countries like Egypt and Nigeria, though the extent of the benefit depends on a country's economic structure and population growth.