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The paper examines the 'adaptation implementation gap' and the role of stakeholder engagement in bridging it. Using a mixed-method approach involving European practitioners, it finds that while operational enablers are recognized, structural institutional and social barriers—such as governance and resource constraints—limit engagement to narrow, passive approaches. The author argues that advancing engagement requires addressing these systemic constraints by strengthening local capacity, embedding mandates across sectors, and empowering citizens through economic resources and trust.

Carbon Market Watch argues that the Article 6.4 Supervisory Body's current handling of conflicts of interest is insufficient, citing inconsistent declarations by expert panel members and the presence of systemic financial interests. The organization calls for the public release of the governance concept note, the exclusion of market actors from expert roles, and the implementation of independent checks on declarations.

The report evaluates Uganda's path toward middle-income status by 2040, analyzing scenarios across demographics, health, education, infrastructure, agriculture, manufacturing, trade, and governance. It finds that while the 'Current Path' falls short of Vision 2040 targets, a combined implementation of strategic interventions could lift 11.03 million more people out of poverty and raise GDP per capita to US$6,925 by 2040, reaching the US$9,500 target by 2045. Key drivers for growth include large-scale infrastructure and leapfrogging, which is identified as having the greatest impact on GDP per capita and poverty reduction. However, these gains are accompanied by a projected 30% increase in carbon emissions above the Current Path, primarily driven by manufacturing and governance improvements.

The report identifies structural challenges in Zimbabwe, including political instability and climate vulnerabilities, and proposes a synergised policy approach across sectors like manufacturing, agriculture, and governance. It argues that prioritising industrialisation and AfCFTA integration could accelerate GDP growth to 9% by 2030 and peak at 14% in 2037.

The report analyzes Rwanda's economic trajectory through 2043, comparing a 'Current Path' forecast against scenarios focusing on governance, trade (AfCFTA), infrastructure, and agriculture. It finds that while Rwanda's GDP per capita is projected to grow, the Governance scenario offers the most significant potential for increasing wealth and reducing extreme poverty. The analysis also highlights the role of financial flows and trade openness in poverty reduction, while noting that the Agriculture scenario has a marginal impact due to the declining share of agriculture in the national GDP.

The document argues that while substantive democracy correlates with long-term economic growth and better governance, its impact in low-income African countries is limited because democracy there is often merely procedural. It suggests that in fragile or poor settings, the nature of the governing elite is more critical for development than the institutional setting, and that competitive politics in post-conflict states can potentially reopen ethnic or sectarian conflicts.

The Combined Agenda 2063 scenario for Sierra Leone projects a significant increase in GDP per capita to US$4,304 by 2043, driven primarily by agriculture and free trade. This scenario is estimated to lift an additional 3.9 million people out of extreme poverty compared to the Current Path, reducing the poverty rate to 10.3%. While the overall economy is projected to grow to US$27.5 billion, with the service, manufacturing, and ICT sectors as the largest contributors, carbon emissions are expected to rise to 3.3 million tons, exceeding the Current Path estimate of 2.2 million tons.

The document outlines a hypothetical 'Governance scenario' for Africa, defined by reductions in state failure and corruption, and improvements in democracy and gender empowerment. It argues that such improvements would lead to a significantly larger African economy by 2043, with substantial gains in GDP per capita and a reduction of 45.5 million people living in extreme poverty. The analysis highlights the role of digital technology in implementing efficient cash grant programs as a tool for inclusion, citing Egypt's Takaful and Karama program as an example.

The document analyzes the 'Combined Agenda 2063' scenario for São Tomé and Príncipe, which integrates 11 sectoral scenarios to project development outcomes by 2043. The scenario predicts a significant increase in GDP per capita to US$7,082 and a substantial reduction in extreme poverty, lifting an additional 88,000 people above the poverty line compared to the Current Path. While the service, manufacturing, and agriculture sectors are identified as the primary GDP contributors, the report notes that this economic growth would lead to a 333.3% increase in carbon emissions, rising from 30,000 tons in 2019 to 130,000 tons by 2043, necessitating an accelerated energy transition.

The report analyzes Africa's unique governance trajectory, noting that the territorial state was a late colonial imposition. It details how slavery and the Cold War hindered state formation and discusses the subsequent waves of democratisation, highlighting a significant gap between electoral and liberal democracy on the continent.

The report examines the Democratic Republic of the Congo's current development path and simulates eight sectoral scenarios to identify pathways toward inclusive growth by 2043. It highlights the country's extreme poverty and dependence on commodity exports, while projecting that a combined policy push across manufacturing, governance, and agriculture could significantly increase GDP and reduce poverty.

The analysis concludes that Djibouti's current economic model, characterized by capital-intensive infrastructure, is insufficient to meet the goals of Vision Djibouti 2035. While the 'Current Path' predicts steady GDP growth of 6.1% annually, a 'Combined scenario' involving multi-sectoral reforms could accelerate growth to nearly 9% annually and triple GDP per capita. The document argues that the quality of growth—driven by governance, human capital, and private-sector development—is more critical than the scale of infrastructure accumulation for reducing inequality and poverty.

The report argues that Madagascar's current economic growth prospects are insufficient for inclusive development due to structural constraints. It recommends strengthening democratic institutions, improving macroeconomic governance through reduced tax exemptions, and investing in agriculture and human capital. To ensure long-term sustainability, the document suggests diversifying into eco-tourism, leveraging the African Continental Free Trade Agreement (AfCFTA), and scaling up renewable energy investments, specifically solar and hydro, to reduce fossil fuel dependence.

The report outlines key constraints to Ethiopia's growth, including insecurity, climate change, and weak governance, and proposes targeted policy actions in governance, economic diversification, agricultural productivity, and education to ensure long-term stability and development.

The report evaluates eight sectoral scenarios for Côte d'Ivoire, highlighting that a holistic development strategy combining governance improvements, industrialization, and regional trade integration could lead to a 92% GDP increase and a significant reduction in extreme poverty by 2043.

The document projects that the Combined Agenda 2063 scenario would significantly increase Guinea-Bissau's GDP per capita to US$7,867 by 2043, lift 900,000 additional people out of extreme poverty, and grow the economy to US$16.4 billion. However, this growth is associated with an increase in carbon emissions to 1.2 million tons by 2043. The Agriculture and Free Trade scenarios are identified as having the greatest potential for improving development.

The report evaluates the 'Combined Agenda 2063' scenario for Eswatini, which integrates 11 sectoral interventions to drive economic growth and poverty reduction. By 2043, this scenario could raise GDP per capita to US$22,901 and reduce poverty from 60% in 2019 to 24.5%. While the scenario projects significant growth in the service and ICT sectors and an overall GDP increase to US$29.3 billion, it also forecasts an increase in carbon emissions to 1.4 million tons by 2043 due to the scale of economic expansion.

The report analyzes development scenarios for Comoros, contrasting a 'Current Path' with a 'Combined scenario' of sectoral interventions. It identifies systemic barriers including corruption, poor infrastructure, and climate change, while proposing a comprehensive policy framework focusing on governance, agricultural productivity, human capital, and the mobilization of international finance to reduce poverty and expand the formal economy by 2043.

The document forecasts that Liberia's GDP per capita will reach US$4,358 by 2043 under the Combined Agenda 2063 scenario, driven primarily by agriculture, financial flows, and free trade. This scenario is projected to lift 2.2 million additional people out of extreme poverty and double the size of the economy to US$21.6 billion, though it will also increase carbon emissions to 2.1 million tons due to heightened economic activity.

The report argues that while Ghana has achieved middle-income status, its economic growth has not translated into broad development dividends due to persistent debt, corruption, and an untransformed agrarian structure. It outlines a path to increase GDP to US$365 billion by 2043 through aggressive export-led manufacturing, governance reforms, and targeted investments in health, education, and climate-smart agriculture. Key recommendations include phasing out fossil fuels in favour of solar and hydro energy, addressing energy sector debt, and implementing constitutional reforms to ensure legislative independence.