{"query_echo":{"q":"","filters":{"geography":["Africa"]},"warnings":[]},"total":{"value":3818,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Africa&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Africa&page=3","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"issafri-000043","url":"https://climateinsightsdirectory.org/document/issafri-000043","title":"ZAMBIA DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=ZM&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report forecasts that Zambia's GDP per capita would increase by 51% by 2043 under the Combined Agenda 2063 scenario compared to the Current Path, potentially lifting an additional 9.4 million people out of extreme poverty. While the economy would grow to US$157.5 billion, the services sector would continue to dominate, and carbon emissions are projected to rise to 6 million tons due to economic expansion.","ai_generated":true,"unit":"issafri-000043#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Combined Agenda 2063 scenario, Zambia's GDP per capita is projected to reach US$8,244 by 2043, representing a 51% improvement (an increase of US$2,776) over the Current Path forecast of US$5,467. The most significant drivers of this increase are the Free Trade, Leapfrogging, and Infrastructure scenarios, while Financial Flows and Health/WaSH have the smallest impacts.","ai_generated":true,"unit":"issafri-000043#insight-1","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario could significantly reduce extreme poverty in Zambia, lowering it to 42.1% (12.6 million people) by 2043, compared to 67.3% (22 million people) under the Current Path. This represents the potential to lift an additional 9.4 million Zambians out of extreme poverty.","ai_generated":true,"unit":"issafri-000043#insight-2","date_modified":"2026-10-23"},{"text":"Zambia's total economy is forecast to be 70% larger in 2043 under the Combined Agenda 2063 scenario, reaching US$157.5 billion, compared to US$92.8 billion on the Current Path. The services sector is expected to dominate the economy, increasing its contribution to GDP to 62.1% in the Combined scenario, while the small size of the agriculture and manufacturing sectors remains below the average for lower middle-income African peers.","ai_generated":true,"unit":"issafri-000043#insight-3","date_modified":"2026-10-23"},{"text":"Carbon emissions in Zambia are projected to increase to 6 million tons by 2043 under the Agenda 2063 scenario, which is 140% above the Current Path forecast. This increase is attributed to the 70% larger economy, although the report notes that emissions are starting from a very low base of 1.31 million tons in 2019.","ai_generated":true,"unit":"issafri-000043#insight-4","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","agriculture","infrastructure","industrial manufacturing","climate finance","economic growth"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["economic forecasting","scenario analysis"]},{"id":"issafri-000060","url":"https://climateinsightsdirectory.org/document/issafri-000060","title":"Tanzania: Conclusion and Recommendations","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=TZ&topic=05-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies structural constraints in Tanzania, such as extreme informality and infrastructure gaps, and proposes a 'Combined scenario' of coordinated reforms. This integrated pathway could increase GDP by US$80.4 billion and reduce poverty from 71% to 24% by 2043. Key recommendations include deepening AfCFTA integration, modernising agriculture, diversifying energy sources, and mainstreaming climate adaptation.","ai_generated":true,"unit":"issafri-000060#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Tanzania faces significant structural constraints that hinder productivity and inclusion, most notably extreme informality, which accounts for 46% of GDP and 76% of employment, making it the second highest in Africa.","ai_generated":true,"unit":"issafri-000060#insight-1","date_modified":"2026-10-23"},{"text":"Analysis of sectoral scenarios indicates that the African Continental Free Trade Area (AfCFTA) provides the largest improvement in GDP per capita and the second-largest reduction in poverty, while the Governance scenario results in the greatest decline in poverty.","ai_generated":true,"unit":"issafri-000060#insight-2","date_modified":"2026-10-23"},{"text":"A 'Combined scenario' of simultaneous investments across multiple sectors could raise Tanzania's GDP by US$80.4 billion above the current path by 2043, moving the country from the 11th to the 6th-largest economy in Africa.","ai_generated":true,"unit":"issafri-000060#insight-3","date_modified":"2026-10-23"},{"text":"Under the integrated Combined scenario, poverty is projected to drop from 71% in 2023 to 24% in 2043, representing a reduction of 15 million people living in poverty based on the LMIC poverty line of US$3.65 per day.","ai_generated":true,"unit":"issafri-000060#insight-4","date_modified":"2026-10-23"},{"text":"To enhance climate resilience, the document recommends localising the implementation of Nationally Determined Contributions (NDCs), investing in low-carbon infrastructure and sustainable land use, and scaling up nature-based solutions.","ai_generated":true,"unit":"issafri-000060#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","nature-based solutions","Nationally Determined Contributions","renewable energy","natural gas","agriculture","industrial policy","rural electrification"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["scenario analysis","policy recommendation","economic forecasting"]},{"id":"issafri-000077","url":"https://climateinsightsdirectory.org/document/issafri-000077","title":"NAMIBIA DEVELOPMENT FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=NA&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Namibia's GDP per capita will increase from US$10,419 in 2019 to US$23,261 by 2043 under the Combined Agenda 2063 scenario, a 152% increase. This scenario is expected to lift an additional 700,000 people out of poverty compared to the Current Path. While the service, manufacturing, and ICT sectors are identified as the largest GDP contributors, the report notes that this economic growth will lead to a 267% increase in carbon emissions from 2019 levels, reaching 4.4 million tons by 2043.","ai_generated":true,"unit":"issafri-000077#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Combined Agenda 2063 scenario, Namibia's GDP per capita is projected to rise from US$10,419 in 2019 to US$23,261 in 2043, which is 52.1% higher than the Current Path forecast of US$15,293 for the same year.","ai_generated":true,"unit":"issafri-000077#insight-1","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario is projected to significantly reduce poverty in Namibia, with 1.09 million people (28.7% of the population) living in extreme poverty by 2043, lifting 700,000 more people out of poverty than the Current Path forecast.","ai_generated":true,"unit":"issafri-000077#insight-2","date_modified":"2026-10-23"},{"text":"The service, manufacturing, and ICT sectors are expected to be the largest contributors to GDP. By 2043, the service sector is projected to add US$22.5 billion to GDP, while manufacturing and ICT will add US$2.2 billion and US$1.9 billion respectively, though their percentage contributions to GDP will be lower than the Current Path forecast.","ai_generated":true,"unit":"issafri-000077#insight-3","date_modified":"2026-10-23"},{"text":"Economic growth under the Combined Agenda 2063 scenario is projected to increase carbon emissions to 4.4 million tons by 2043, a 267% increase from 1.2 million tons in 2019 and 38% higher than the Current Path estimate of 3.2 million tons.","ai_generated":true,"unit":"issafri-000077#insight-4","date_modified":"2026-10-23"},{"text":"The sectors identified as most critical for unlocking rapid economic growth in the next two decades are manufacturing/transfers, free trade, agriculture, and leapfrogging, while demographics and infrastructure are projected to have the least impact on GDP per capita.","ai_generated":true,"unit":"issafri-000077#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","energy transition","agriculture","industrial manufacturing","poverty reduction"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic modeling"]},{"id":"issafri-000084","url":"https://climateinsightsdirectory.org/document/issafri-000084","title":"Republic of the Congo Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=CG&topic=current-path","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the Republic of the Congo's economic and social outlook to 2043. It highlights a heavy dependence on oil, high poverty rates, and vulnerability to climate change. It evaluates 11 sectoral scenarios—including free trade, leapfrogging, and manufacturing—demonstrating that an integrated approach (Combined Agenda 2063) could significantly increase GDP per capita and reduce poverty, though it would lead to higher carbon emissions.","ai_generated":true,"unit":"issafri-000084#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Republic of the Congo's economy is heavily reliant on oil, which accounted for 97.2% of all energy produced in the country in 2019. Crude oil makes up more than 80% of the country's exports, leaving the economy vulnerable to international price volatility.","ai_generated":true,"unit":"issafri-000084#insight-1","date_modified":"2026-10-23"},{"text":"Poverty rates are projected to peak at 71.5% in 2025 before declining to 43.8% by 2043 under the Current Path forecast. The country had one of Africa's highest poverty rates in 2019 at 66.2%.","ai_generated":true,"unit":"issafri-000084#insight-2","date_modified":"2026-10-23"},{"text":"The country is highly urbanized, with 67.4% of the population living in urban areas in 2019, a figure expected to reach nearly 75% by 2043. This urbanization is heavily clustered around Brazzaville and Pointe-Noire.","ai_generated":true,"unit":"issafri-000084#insight-3","date_modified":"2026-10-23"},{"text":"The 'Free Trade' scenario, based on the African Continental Free Trade Area (AfCFTA), is the most effective of the 11 individual scenarios for raising GDP per capita, projecting an increase from US$8,449 (Current Path) to US$9,131 by 2043.","ai_generated":true,"unit":"issafri-000084#insight-4","date_modified":"2026-10-23"},{"text":"The 'Leapfrogging' scenario would significantly improve rural electricity access, raising it from 18.3% in 2019 to 75% by 2043, which is a 13.3 percentage point increase over the Current Path forecast.","ai_generated":true,"unit":"issafri-000084#insight-5","date_modified":"2026-10-23"},{"text":"The 'Combined Agenda 2063' scenario, integrating all 11 sectoral interventions, would be transformative, increasing GDP per capita to US$12,917 by 2043 (a 52.9% increase over the Current Path) and reducing the poverty rate to 27.3%.","ai_generated":true,"unit":"issafri-000084#insight-6","date_modified":"2026-10-23"},{"text":"Carbon emissions are projected to rise to 4.07 million tons by 2043 under the Current Path. While the Combined Agenda 2063 scenario increases emissions by 800,000 tons over the Current Path, the growth in emissions (19.5%) is significantly lower than the projected GDP growth (65%).","ai_generated":true,"unit":"issafri-000084#insight-7","date_modified":"2026-10-23"},{"text":"The country faces significant food insecurity, with the gap between agricultural production and demand growing from 300,000 tons of crops in 1990 to 900,000 tons in 2019, and projected to reach 3.8 million tons by 2043 under the Current Path.","ai_generated":true,"unit":"issafri-000084#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","hydropower","climate change adaptation","extreme weather event","energy transition","natural gas"],"geography_discussed":["Central Africa","Brazzaville","Pointe-Noire","Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000128","url":"https://climateinsightsdirectory.org/document/issafri-000128","title":"Sierra Leone Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SL","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Sierra Leone's population will grow to 13.1 million by 2043, with GDP increasing to US$12.8 billion under the Current Path. However, extreme poverty is expected to persist, with 42.2% of the population living below US$1.90 per day. Energy production is forecast to be dominated by gas (92.7%), and carbon emissions are projected to rise to 2 million tons. The report evaluates 11 sectoral scenarios, finding that agriculture and free trade have the highest potential to increase GDP per capita. In a Combined Agenda 2063 scenario, GDP per capita could reach US$4,304 and extreme poverty could drop to 10.3%, though carbon emissions would increase to 3.3 million tons.","ai_generated":true,"unit":"issafri-000128#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, Sierra Leone's population is projected to grow from 7.9 million in 2019 to 13.1 million by 2043, with 49% of the population residing in urban areas and 51% in rural areas.","ai_generated":true,"unit":"issafri-000128#insight-1","date_modified":"2026-10-23"},{"text":"The Current Path forecast predicts GDP will reach US$12.8 billion and GDP per capita will rise to US$2,464 by 2043, though this remains significantly lower than the average for low-income peer countries in Africa.","ai_generated":true,"unit":"issafri-000128#insight-2","date_modified":"2026-10-23"},{"text":"Extreme poverty is expected to remain high in the Current Path, with 5.5 million people (42.2% of the population) living below the US$1.90 per day poverty line by 2043.","ai_generated":true,"unit":"issafri-000128#insight-3","date_modified":"2026-10-23"},{"text":"Energy production in the Current Path forecast will be heavily dominated by gas at 92.7% by 2043, while hydro and solar production are expected to decline.","ai_generated":true,"unit":"issafri-000128#insight-4","date_modified":"2026-10-23"},{"text":"Carbon emissions are projected to increase from 1 million tons in 2019 to 2 million tons by 2043 under the Current Path; the Agriculture scenario would result in the highest emissions at 2.5 million tons.","ai_generated":true,"unit":"issafri-000128#insight-5","date_modified":"2026-10-23"},{"text":"The Agriculture scenario offers the most significant potential for poverty reduction, potentially lowering the proportion of people below the poverty line to 27.5% and increasing GDP per capita by an additional US$381.","ai_generated":true,"unit":"issafri-000128#insight-6","date_modified":"2026-10-23"},{"text":"The Leapfrogging scenario is projected to increase electricity access to 56.8% of the population by 2043, though a notable disparity between rural and urban access will persist.","ai_generated":true,"unit":"issafri-000128#insight-7","date_modified":"2026-10-23"},{"text":"The Free Trade scenario, based on the implementation of the AfCFTA, could reduce the proportion of poor people to 32.1% and increase GDP per capita to US$2,756 by 2043.","ai_generated":true,"unit":"issafri-000128#insight-8","date_modified":"2026-10-23"},{"text":"In the Combined Agenda 2063 scenario, the synergistic effect of all sectoral improvements would increase GDP per capita to US$4,304 and reduce the number of people in extreme poverty to 1.3 million (10.3% of the population).","ai_generated":true,"unit":"issafri-000128#insight-9","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario would result in a total GDP of US$27.5 billion by 2043, but would also lead to higher carbon emissions of 3.3 million tons compared to the Current Path.","ai_generated":true,"unit":"issafri-000128#insight-10","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","solar energy","hydropower","wind energy","agriculture","food security"],"geography_discussed":["Africa","Freetown","Bo","Kenema"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000179","url":"https://climateinsightsdirectory.org/document/issafri-000179","title":"São Tomé and Príncipe Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=ST&topic=current-path","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that São Tomé and Príncipe will see population growth to 351,000 and a GDP per capita increase to US$4,910 by 2043 under its Current Path. While the nation remains a low carbon emitter, it faces systemic poverty and food insecurity. The 'Combined Agenda 2063' scenario, integrating improvements in trade, manufacturing, and infrastructure, could significantly boost GDP per capita to US$7,082 and reduce the poverty rate to 39.8%, though this growth would increase carbon emissions to 130,000 tons.","ai_generated":true,"unit":"issafri-000179#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, São Tomé and Príncipe's population is expected to grow from 218,000 in 2019 to 351,000 by 2043, with urbanisation increasing from 72.7% to 79.4%.","ai_generated":true,"unit":"issafri-000179#insight-1","date_modified":"2026-10-23"},{"text":"The Current Path forecast predicts GDP per capita will rise to US$4,910 by 2043, but the country will continue to struggle with high poverty, with 62% of the population living below the US$3.20 poverty line.","ai_generated":true,"unit":"issafri-000179#insight-2","date_modified":"2026-10-23"},{"text":"São Tomé and Príncipe is projected to remain a low carbon emitter, with emissions increasing from 30,000 tons in 2019 to approximately 100,000 tons by 2043 on the Current Path, primarily driven by the power (62%) and transport (29.3%) industries.","ai_generated":true,"unit":"issafri-000179#insight-3","date_modified":"2026-10-23"},{"text":"The agriculture sector faces significant challenges, including low productivity and a growing gap between demand and domestic production; by 2043, the shortfall is expected to reach 190,000 metric tons.","ai_generated":true,"unit":"issafri-000179#insight-4","date_modified":"2026-10-23"},{"text":"The Leapfrogging scenario would significantly improve energy and digital access, increasing electricity access to 91.5% of the population and mobile broadband subscriptions to 152.3 per 100 people by 2043.","ai_generated":true,"unit":"issafri-000179#insight-5","date_modified":"2026-10-23"},{"text":"The Free Trade scenario, based on the implementation of the AfCFTA, is identified as the single most impactful sectoral scenario for increasing GDP per capita, adding US$701 over the Current Path by 2043.","ai_generated":true,"unit":"issafri-000179#insight-6","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario projects aggressive economic growth, with GDP reaching US$1.5 billion and GDP per capita rising to US$7,082 by 2043, while reducing the number of people in extreme poverty to 130,000 (39.8% of the population).","ai_generated":true,"unit":"issafri-000179#insight-7","date_modified":"2026-10-23"},{"text":"While the Combined Agenda 2063 scenario maximizes economic gains, it also results in the highest environmental cost, with carbon emissions projected to reach 130,000 tons by 2043.","ai_generated":true,"unit":"issafri-000179#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","energy transition","renewable energy","bioenergy","hydropower","solar energy","climate change"],"geography_discussed":["Africa","Gabon","Equatorial Guinea"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic modeling"]},{"id":"issafri-000205","url":"https://climateinsightsdirectory.org/document/issafri-000205","title":"RWANDA DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES Scenario comparisons","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=RW&topic=03-scenario-comparisons","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"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.","ai_generated":true,"unit":"issafri-000205#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"On the Current Path, Rwanda's GDP per capita (PPP) is projected to reach US$4,937 by 2043, which would be 41.3% higher than the average for its low-income African peers. By 2050, this path suggests a GDP per capita of US$6,691, though this is approximately half of the US$12,476 target set by Rwandan authorities.","ai_generated":true,"unit":"issafri-000205#insight-1","date_modified":"2026-10-23"},{"text":"The Governance scenario is identified as having the greatest positive impact on both wealth and poverty reduction. By 2043, it could raise GDP per capita to US$6,010 (a 21.7% increase over the Current Path) and reduce the number of people in extreme poverty to 2.4 million (12% of the population), compared to 3.5 million (17.6%) on the Current Path.","ai_generated":true,"unit":"issafri-000205#insight-2","date_modified":"2026-10-23"},{"text":"Trade and infrastructure scenarios also provide significant gains: the AfCFTA scenario could increase GDP per capita to US$5,546 by 2043, while the Large Infrastructure and Leapfrogging scenario could reach US$5,473. The AfCFTA scenario is expected to reduce extreme poverty by approximately 655,000 people relative to the Current Path.","ai_generated":true,"unit":"issafri-000205#insight-3","date_modified":"2026-10-23"},{"text":"The Agriculture scenario has a marginal effect on GDP per capita, reaching US$4,981 by 2043, which is only US$44.3 above the Current Path. This limited impact is attributed to the expected decline in agriculture's contribution to the overall GDP over the period.","ai_generated":true,"unit":"issafri-000205#insight-4","date_modified":"2026-10-23"},{"text":"Financial flows, particularly aid, are highlighted as critical for poverty reduction; the Financial Flows scenario is the second-most effective at reducing poverty, projecting 2.8 million people (25% of the population) in extreme poverty by 2043, which is 705,000 fewer than the Current Path.","ai_generated":true,"unit":"issafri-000205#insight-5","date_modified":"2026-10-23"}],"climate_tags":["governance","infrastructure","agriculture"],"geography_discussed":["Africa","Kigali","Uganda"],"frame_perspective":[],"analysis_type":["scenario comparison","economic forecasting"]},{"id":"issafri-000237","url":"https://climateinsightsdirectory.org/document/issafri-000237","title":"Seychelles Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SC&topic=current-path","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Seychelles' GDP per capita will rise to US$33,409 by 2043 under the Current Path, though poverty remains high at 49.7%. While the economy is dominated by services and tourism, it faces food insecurity and an ageing population. Sectoral interventions in free trade and manufacturing offer the highest potential for GDP growth, while a 'Leapfrogging' scenario is the only one to reduce carbon emissions. The Combined Agenda 2063 scenario could increase GDP per capita to US$42,695 and reduce extreme poverty to 40.44%, albeit with a rise in carbon emissions to 241,380 tons.","ai_generated":true,"unit":"issafri-000237#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, Seychelles' population is expected to grow from 97,500 in 2019 to 103,400 by 2043, with urbanisation increasing from 58.6% to 74% in the same period.","ai_generated":true,"unit":"issafri-000237#insight-1","date_modified":"2026-10-23"},{"text":"The economy is heavily reliant on the service sector, particularly tourism, which contributed 50% of GDP and 70% of foreign exchange earnings in 2019. GDP per capita is projected to increase from US$15,500 in 1990 to US$30,673 in 2019, reaching US$33,409 by 2043 on the Current Path.","ai_generated":true,"unit":"issafri-000237#insight-2","date_modified":"2026-10-23"},{"text":"Despite being a high-income economy, Seychelles faces significant poverty; 48.2% of the population lived below the US$22.70 daily poverty line in 2019, and this is forecast to be 49.7% by 2043 under the Current Path.","ai_generated":true,"unit":"issafri-000237#insight-3","date_modified":"2026-10-23"},{"text":"Energy production is shifting from coal to gas; the share of gas is forecast to increase from 27.3% in 2019 to 42.9% by 2043, while coal is expected to drop from 45.5% to 23.8%. Renewable energy is projected to comprise 5% of production by 2043.","ai_generated":true,"unit":"issafri-000237#insight-4","date_modified":"2026-10-23"},{"text":"Carbon emissions are on a rising trend since 2011 and are projected to reach 218,170 tons by 2043. The Free Trade scenario is expected to cause the highest increase (approximately 6,500 tons more than the Current Path), while the Leapfrogging scenario is the only one that reduces emissions.","ai_generated":true,"unit":"issafri-000237#insight-5","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario, integrating 11 sectoral improvements, could increase GDP per capita to US$42,695 and reduce the number of people living below the poverty line to 42,000 (40.44% of the population) by 2043.","ai_generated":true,"unit":"issafri-000237#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","solar energy","wind energy","energy transition","food security","urbanization","climate change"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic modeling"]},{"id":"issafri-000255","url":"https://climateinsightsdirectory.org/document/issafri-000255","title":"RWANDA DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=RW&topic=04-current-path-vs-combined-agenda-2063-scenario","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Rwanda's development trajectories, finding that a 'Combined scenario' of sectoral improvements would significantly boost GDP and GDP per capita, potentially making Rwanda a high-income country by 2050. While this scenario drastically reduces extreme poverty and improves life expectancy, it also leads to higher carbon emissions than the Current Path and fails to meet Vision 2050's specific inequality targets. The economic structure would shift from service-led to manufacturing-led by 2050.","ai_generated":true,"unit":"issafri-000255#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined scenario predicts a substantial increase in Rwanda's economy, with GDP reaching US$267.1 billion by 2050, which is 174.8% higher than the US$97.2 billion projected under the Current Path.","ai_generated":true,"unit":"issafri-000255#insight-1","date_modified":"2026-10-23"},{"text":"Rwanda has the potential to become a high-income country by 2050, with GDP per capita in the Combined scenario reaching US$16,262, exceeding the Vision 2050 target of US$12,476 by 30.3%.","ai_generated":true,"unit":"issafri-000255#insight-2","date_modified":"2026-10-23"},{"text":"The economic structure is expected to transform; while the service sector is the largest contributor by 2035 (54%), manufacturing is projected to become the leading contributor by 2050, accounting for 62.2% of GDP.","ai_generated":true,"unit":"issafri-000255#insight-3","date_modified":"2026-10-23"},{"text":"Extreme poverty could be nearly eliminated in the Combined scenario, with only about 9,000 people (0.04% of the population) living in extreme poverty by 2050.","ai_generated":true,"unit":"issafri-000255#insight-4","date_modified":"2026-10-23"},{"text":"Health outcomes are projected to improve significantly, with life expectancy reaching 78.7 years by 2050 in the Combined scenario, surpassing the Vision 2050 target of 73 years.","ai_generated":true,"unit":"issafri-000255#insight-5","date_modified":"2026-10-23"},{"text":"Despite improvements, the Combined scenario will not meet the Vision 2050 targets for reducing inequality, reaching a Gini coefficient of 0.32 by 2050 against a target of 0.3.","ai_generated":true,"unit":"issafri-000255#insight-6","date_modified":"2026-10-23"},{"text":"Economic growth in the Combined scenario comes with an environmental cost, as total carbon emissions are projected to reach 14,000 tons by 2050, double the amount estimated for the Current Path.","ai_generated":true,"unit":"issafri-000255#insight-7","date_modified":"2026-10-23"},{"text":"Climate change costs for Rwanda are estimated to reach 1% of GDP by 2030 and 4% of GDP by 2050, driven by temperature variations, droughts in the Eastern Province, and extreme weather in the Northern and Western Provinces.","ai_generated":true,"unit":"issafri-000255#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","greenhouse gas emissions","climate change","renewable energy","Climate-smart agriculture","deforestation","Nationally Determined Contributions","climate finance"],"geography_discussed":["Northern Province","Western Province","Eastern Province","Africa"],"frame_perspective":[],"analysis_type":["scenario analysis","economic forecasting"]},{"id":"issafri-000273","url":"https://climateinsightsdirectory.org/document/issafri-000273","title":"Sierra Leone Combined Agenda 2063 scenario","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SL&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"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.","ai_generated":true,"unit":"issafri-000273#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario, which integrates 11 sectoral scenarios, is projected to increase Sierra Leone's GDP per capita to US$4,304 by 2043, which is US$1,840 higher than the Current Path forecast and US$514 above the average for low-income African countries in 2043.","ai_generated":true,"unit":"issafri-000273#insight-1","date_modified":"2026-10-23"},{"text":"Agriculture and Free Trade are identified as the scenarios with the highest potential to improve economic and human development in Sierra Leone, while Health/WaSH and Governance are projected to have the least impact on GDP per capita by 2043.","ai_generated":true,"unit":"issafri-000273#insight-2","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario is projected to significantly reduce poverty, leaving only 1.3 million people (10.3% of the population) below the poverty line by 2043, effectively lifting 3.9 million more people out of extreme poverty than the Current Path.","ai_generated":true,"unit":"issafri-000273#insight-3","date_modified":"2026-10-23"},{"text":"By 2043, the total GDP (MER) under the Combined Agenda 2063 scenario is estimated at US$27.5 billion, making the economy 115% larger than the Current Path estimate of US$12.8 billion. The service, manufacturing, and ICT sectors are projected to be the largest contributors to GDP.","ai_generated":true,"unit":"issafri-000273#insight-4","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario is projected to result in higher carbon emissions than the Current Path, with total emissions rising from 0.52 million tons in 2019 to 3.3 million tons by 2043, compared to 2.2 million tons in the Current Path forecast.","ai_generated":true,"unit":"issafri-000273#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agriculture","carbon dioxide emissions","economic development","poverty reduction","industrial manufacturing","infrastructure","governance"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000280","url":"https://climateinsightsdirectory.org/document/issafri-000280","title":"The Governance Scenario","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=12-governance&topic=08-governance-scenario","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"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.","ai_generated":true,"unit":"issafri-000280#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Governance scenario is based on three dimensions: stability (reducing state failure and abrupt regime change), capacity (improving government regulation, effectiveness, and reducing corruption), and inclusion (improving democracy, gender empowerment, economic freedom, and the implementation of cash grant programs).","ai_generated":true,"unit":"issafri-000280#insight-1","date_modified":"2026-10-23"},{"text":"Digital technology, specifically biometrics and identification systems, allows for the rapid and cost-effective setup of social grant systems, which are presented as a more efficient alternative to traditional subsidies for fuel and food that were prone to abuse.","ai_generated":true,"unit":"issafri-000280#insight-2","date_modified":"2026-10-23"},{"text":"Egypt's Takaful (Solidarity) and Karama (Dignity) cash transfer programme, launched in 2015, covers approximately 12.84 million individuals (13% of the population) to mitigate the effects of 2014 economic reforms, including the removal of energy subsidies.","ai_generated":true,"unit":"issafri-000280#insight-3","date_modified":"2026-10-23"},{"text":"By 2043, the Governance scenario would result in an African economy US$972.5 billion larger (an 11.5% improvement) than the 'Current Path' forecast, with Nigeria gaining the most in absolute terms (US$208 billion) and Uganda gaining the most by percentage (16.4%).","ai_generated":true,"unit":"issafri-000280#insight-4","date_modified":"2026-10-23"},{"text":"The scenario predicts a reduction of 45.5 million extremely poor Africans by 2043, representing a 2 percentage point difference from the Current Path, with the largest reductions occurring in Somalia, Nigeria, and the Central African Republic.","ai_generated":true,"unit":"issafri-000280#insight-5","date_modified":"2026-10-23"}],"climate_tags":["governance","economic growth","poverty reduction","social protection","energy subsidy"],"geography_discussed":["Nigeria","Egypt","Central African Republic","Somalia","Ethiopia","Togo","Democratic Republic of the Congo","Chad","Comoros","Seychelles","Kenya","Botswana","Cape Verde","Mauritius","South Africa","Uganda","Namibia","South Sudan","Eswatini"],"frame_perspective":[],"analysis_type":["scenario modeling","economic forecasting"]},{"id":"issafri-000286","url":"https://climateinsightsdirectory.org/document/issafri-000286","title":"Africa Governance Futures: Thematic Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=12-governance&topic=04-government-capacity","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines government capacity in Africa, primarily through the lens of revenue mobilization and the tax-to-GDP ratio. It notes that while Africa's average tax-to-GDP ratio is around 15.6% to 16.5%, this remains lower than in Asia, Latin America, and OECD countries. The document highlights that low-income and larger African countries, such as Nigeria and the DR Congo, struggle more with resource mobilization and are often characterized by neo-patrimonialism and corruption, which undermine the effective use of revenues. However, it suggests that significant unmet tax potential remains, particularly in low-income countries, which could be unlocked through appropriate policies to improve public finances and reduce borrowing.","ai_generated":true,"unit":"issafri-000286#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Government capacity in Africa is indicated by low tax-to-GDP ratios compared to other global regions. The unweighted average for 33 African countries with OECD data in 2021 was 15.6%, which is lower than the averages for Asian and Pacific economies (19.8%), Latin America and the Caribbean (21.7%), and the OECD (34.1%).","ai_generated":true,"unit":"issafri-000286#insight-1","date_modified":"2026-10-23"},{"text":"Revenue mobilization performance varies across the continent, with larger countries like Nigeria and the DR Congo performing poorly, resulting in limited resources for social services, infrastructure, and education.","ai_generated":true,"unit":"issafri-000286#insight-2","date_modified":"2026-10-23"},{"text":"Corruption and neo-patrimonialism undermine the effective use of government revenues, particularly in larger African states where patrons may use state resources to secure support.","ai_generated":true,"unit":"issafri-000286#insight-3","date_modified":"2026-10-23"},{"text":"There is significant unmet tax potential in African countries, especially those with low incomes, suggesting that domestic revenue could be increased through appropriate policies to create fiscal space and reduce borrowing.","ai_generated":true,"unit":"issafri-000286#insight-4","date_modified":"2026-10-23"}],"climate_tags":["public finance"],"geography_discussed":["Nigeria","Democratic Republic of the Congo","Asia","Latin America","Caribbean"],"frame_perspective":[],"analysis_type":["comparative analysis","economic assessment"]},{"id":"issafri-000287","url":"https://climateinsightsdirectory.org/document/issafri-000287","title":"TOGO DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=TG&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Combined Agenda 2063 scenario for Togo projects a significant increase in GDP per capita to US$5,969 by 2043, nearly doubling the overall economy to US$51 billion compared to the Current Path. While the scenario predicts a substantial reduction in extreme poverty—lifting an additional 3 million people—it also forecasts an increase in carbon emissions to 5 million tons by 2043. Agriculture and Free Trade are identified as the sectors with the highest potential for improving economic development.","ai_generated":true,"unit":"issafri-000287#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario, which integrates 11 sectoral scenarios, is projected to increase Togo's GDP per capita to US$5,969 by 2043. This represents an increase of US$2,445 over the Current Path forecast and is US$2,179 higher than the projected average for low-income African countries in 2063.","ai_generated":true,"unit":"issafri-000287#insight-1","date_modified":"2026-10-23"},{"text":"Agriculture and Free Trade are the scenarios with the most significant positive impact on GDP per capita by 2043, while Health/WaSH and Education have the least impact. The integrated 'synergistic effect' of all scenarios is estimated to contribute approximately US$366.20 to GDP per capita in 2043.","ai_generated":true,"unit":"issafri-000287#insight-2","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario is expected to significantly reduce poverty in Togo. By 2043, only 1.56 million people (12.1% of the population) are projected to live below the poverty line, meaning 3 million more people would be lifted out of extreme poverty compared to the Current Path.","ai_generated":true,"unit":"issafri-000287#insight-3","date_modified":"2026-10-23"},{"text":"Togo's total GDP is projected to reach US$51 billion by 2043 under the Combined Agenda 2063 scenario, nearly doubling the Current Path estimate of US$25.8 billion. The service sector is expected to be the largest contributor, adding US$13.6 billion (2.2 percentage points) to the GDP, followed by manufacturing (US$5.8 billion) and agriculture (US$2.3 billion). ICT is projected to contribute US$2.1 billion (0.94 percentage points).","ai_generated":true,"unit":"issafri-000287#insight-4","date_modified":"2026-10-23"},{"text":"Environmental projections indicate that the Combined Agenda 2063 scenario will result in higher carbon emissions than the Current Path. Total carbon emissions in Togo are projected to rise from 0.94 million tons in 2019 to 5 million tons by 2043, compared to 3.5 million tons under the Current Path.","ai_generated":true,"unit":"issafri-000287#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","agriculture","industrial manufacturing","economic development","poverty reduction","infrastructure"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000297","url":"https://climateinsightsdirectory.org/document/issafri-000297","title":"REPUBLIC OF THE CONGO DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=CG&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report forecasts that the Combined Agenda 2063 scenario would significantly increase the Republic of the Congo's GDP per capita to US$12,917 by 2043, representing a 52.9% increase over the Current Path forecast. This integrated approach is expected to reduce the poverty rate by 16.5 percentage points, lifting 1.7 million additional people out of poverty. Economic diversification is a key outcome, with growth in manufacturing and services reducing the country's overdependence on oil extraction. While carbon emissions are projected to rise by 800,000 tons compared to the Current Path, this growth (19.5%) is disproportionately lower than the projected GDP increase (65%).","ai_generated":true,"unit":"issafri-000297#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario is projected to increase the Republic of the Congo's GDP per capita to US$12,917 by 2043, which is 52.9% higher than the Current Path forecast. From 2019 to 2043, GDP per capita is expected to increase by 144.2%.","ai_generated":true,"unit":"issafri-000297#insight-1","date_modified":"2026-10-23"},{"text":"The scenario is expected to reduce the poverty rate by 16.5 percentage points compared to the Current Path, resulting in a rate of 27.3% and lifting an additional 1.7 million people out of poverty by 2043.","ai_generated":true,"unit":"issafri-000297#insight-2","date_modified":"2026-10-23"},{"text":"The scenario promotes economic diversification away from oil extraction. By 2043, the manufacturing sector is projected to add US$9.3 billion and the service sector US$18.4 billion to the economy. The energy sector's contribution to GDP is expected to decline by 3.2 percentage points compared to the Current Path.","ai_generated":true,"unit":"issafri-000297#insight-3","date_modified":"2026-10-23"},{"text":"Among the 11 sectoral scenarios, the Free Trade scenario provides the highest benefit to GDP per capita (an increase of US$682 by 2043), followed by Manufacturing/Transfers (US$647) and Leapfrogging (US$519). The Agriculture scenario has the third lowest impact, indicating sector underperformance.","ai_generated":true,"unit":"issafri-000297#insight-4","date_modified":"2026-10-23"},{"text":"Economic growth under the scenario will lead to an increase in carbon emissions of 800,000 tons compared to the 2043 Current Path forecast. However, emissions growth (19.5%) is significantly lower than the projected GDP growth (65%).","ai_generated":true,"unit":"issafri-000297#insight-5","date_modified":"2026-10-23"}],"climate_tags":["economic diversity","carbon dioxide emissions","industrial manufacturing","agriculture","poverty reduction"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000302","url":"https://climateinsightsdirectory.org/document/issafri-000302","title":"SÃO TOMÉ AND PRÍNCIPE DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=ST&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"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.","ai_generated":true,"unit":"issafri-000302#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Free Trade scenario is projected to have the most significant positive impact on GDP per capita in São Tomé and Príncipe by 2043, adding US$701 over the Current Path forecast, followed by Manufacturing/Transfers (US$309) and Leapfrogging (US$280). Conversely, Health/WaSH and Financial Flows scenarios are expected to have the least impact.","ai_generated":true,"unit":"issafri-000302#insight-1","date_modified":"2026-10-23"},{"text":"Under the Combined Agenda 2063 scenario, GDP per capita in São Tomé and Príncipe is estimated to reach US$7,082 by 2043, which is US$2,172 higher than the Current Path projection. Despite this growth, this figure remains below the projected 2043 average of US$9,142 for lower middle-income countries in Africa.","ai_generated":true,"unit":"issafri-000302#insight-2","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario is projected to significantly reduce poverty by 2043, with 130,000 people (39.8% of the population) living below the US$3.20 poverty line. This represents a 22.2 percentage point decrease in poverty and lifts 88,000 more people out of extreme poverty than the Current Path forecast.","ai_generated":true,"unit":"issafri-000302#insight-3","date_modified":"2026-10-23"},{"text":"Economic growth under the Combined Agenda 2063 scenario is expected to result in environmental degradation, with total carbon emissions projected to rise from 30,000 tons in 2019 to 130,000 tons by 2043, a 333.3% increase. This is higher than the 100,000 tons estimated in the Current Path forecast.","ai_generated":true,"unit":"issafri-000302#insight-4","date_modified":"2026-10-23"},{"text":"By 2043, the service, manufacturing, and agriculture sectors are projected to be the largest contributors to GDP. The service sector is expected to add US$490 million (1.4 percentage points of GDP) and agriculture US$40 million (0.6 percentage points of GDP) more than the Current Path, while manufacturing is projected to contribute US$70 million more but see its overall GDP contribution rate decline by 0.03 percentage points.","ai_generated":true,"unit":"issafri-000302#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","energy transition","environmental degradation","economic development","poverty reduction","industrial manufacturing","agriculture","infrastructure","governance"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","comparative analysis"]},{"id":"issafri-001872","url":"https://climateinsightsdirectory.org/document/issafri-001872","title":"Governance in Africa","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=12-governance&topic=02-governance-in-africa","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"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.","ai_generated":true,"unit":"issafri-001872#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The modern territorial state in Africa was not an organic development but a late colonial imposition during the 19th and 20th centuries, contrasting with the fluid, tribe-based social organisations and male gerontocracies that previously characterized much of sub-Saharan Africa.","ai_generated":true,"unit":"issafri-001872#insight-1","date_modified":"2026-10-23"},{"text":"Slavery had a destructive impact on African governance; between 11 million and 17 million people were transported during the Arab slave trade, and 12.5 million were shipped to North America, leading to population stagnation and hindered progress in security and inclusion.","ai_generated":true,"unit":"issafri-001872#insight-2","date_modified":"2026-10-23"},{"text":"The end of the Cold War in 1989 provided a 'peace dividend' that reduced conflict and improved democracy, as African states were no longer held hostage by a bipolar world order that rewarded loyalty over effective governance.","ai_generated":true,"unit":"issafri-001872#insight-3","date_modified":"2026-10-23"},{"text":"There is a pronounced gap in Africa between electoral democracy (nominal) and liberal democracy (substantive), which the author attributes to low quality of democracy, poverty, and limited institutional capacity.","ai_generated":true,"unit":"issafri-001872#insight-4","date_modified":"2026-10-23"},{"text":"Democratisation in Africa was often driven by external pressures rather than internal demand, with leaders accepting political liberalisation in exchange for debt forgiveness and aid during the mid-1980s structural adjustment period.","ai_generated":true,"unit":"issafri-001872#insight-5","date_modified":"2026-10-23"},{"text":"While Western partners promote liberal democracy as a prerequisite for development, the document argues that economic transformation may instead require a 'developmental state' with committed leaders and capacity, and questions whether democracy can compensate for lack of stability.","ai_generated":true,"unit":"issafri-001872#insight-6","date_modified":"2026-10-23"},{"text":"Unlike traditional sequential state-building, Africa is experiencing simultaneous transitions in security, capacity, and inclusion, often resulting in 'early democratisation' where democracy levels are higher than other regions with similar income and education levels.","ai_generated":true,"unit":"issafri-001872#insight-7","date_modified":"2026-10-23"}],"climate_tags":["governance"],"geography_discussed":["Somalia","Zambia","Tunisia","Ethiopia","Sudan","Algeria","Egypt","Libya","Asia","Europe","People's Republic of China"],"frame_perspective":[],"analysis_type":["historical analysis","political assessment"]},{"id":"aceta-000021","url":"https://climateinsightsdirectory.org/document/aceta-000021","title":"Africa’s New Debt Era: Structural Risks, Institutional Reform, and the Path to Fiscal Resilience","publisher":{"name":"African Center for Economic Transformation","organization":"african-center-for-economic-transformation"},"document_type":"report","language":"en","date_published":"2026-06-12","source_url":"https://acetforafrica.org/research-and-analysis/reports-studies/reports/africas-new-debt-era-structural-risks-institutional-reform-and-the-path-to-fiscal-resilience/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the systemic shift in Africa's public debt landscape, noting that debt-to-GDP ratios rose from approximately 30 percent to over 60 percent between 2009 and 2019. It highlights a transition from concessional multilateral lending to a fragmented creditor base including private bondholders and non-Paris Club creditors, such as China. The report argues that climate-related impacts and institutional weaknesses are exacerbating fiscal stress, and that current policy responses and global initiatives like the G20 Common Framework have been insufficient or unevenly implemented.","ai_generated":true,"unit":"aceta-000021#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa's public debt burden increased significantly over a decade, rising from approximately 30 percent of GDP to more than 60 percent by 2019, driven by favorable commodity prices, access to international capital markets, and public investment programs.","ai_generated":true,"unit":"aceta-000021#insight-1","date_modified":"2026-10-23"},{"text":"The composition of creditors has shifted from primarily concessional multilateral and Paris Club sources to a more fragmented and opaque landscape featuring increased borrowing from private bondholders, Chinese bilateral lending, syndicated loans, and resource-backed contracts.","ai_generated":true,"unit":"aceta-000021#insight-2","date_modified":"2026-10-23"},{"text":"Current debt vulnerabilities are compounded by climate-related impacts and institutional weaknesses, which create recurring fiscal costs for reconstruction and disaster response, while domestic reforms such as debt laws and fiscal rules often suffer from lax enforcement and weak parliamentary oversight.","ai_generated":true,"unit":"aceta-000021#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate impact"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy assessment","economic analysis"]},{"id":"ciel-000068","url":"https://climateinsightsdirectory.org/document/ciel-000068","title":"Our Ocean Conference Must Confront Fossil Fuels","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"statement","language":"en","date_published":"2026-06-12","source_url":"https://www.ciel.org/our-ocean-conference-must-confront-fossil-fuels/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Center for International Environmental Law asserts that ocean protection is impossible without confronting the expansion of offshore oil and gas, which it identifies as the primary driver of the climate crisis. The organization calls on governments at the 11th Our Ocean Conference in Kenya to halt new offshore licensing, end public subsidies for expansion, and reject speculative marine geoengineering technologies that risk irreversible ecosystem damage. It further argues that states have binding legal duties under international law to prevent climate harm and protect the marine environment, which necessitates a coordinated phaseout of fossil fuel demand and supply.","ai_generated":true,"unit":"ciel-000068#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The fossil fuel industry is increasingly targeting the ocean for expansion, with the majority of new oil and gas projects discovered, sanctioned, and started in 2024 being located offshore.","ai_generated":true,"unit":"ciel-000068#insight-1","date_modified":"2026-10-23"},{"text":"Offshore oil and gas expansion continues in Africa, specifically impacting the Niger Delta, Cabo Delgado, and coastal areas of South Africa, where communities have resisted projects threatening their livelihoods and rights.","ai_generated":true,"unit":"ciel-000068#insight-2","date_modified":"2026-10-23"},{"text":"International legal bodies, including the International Tribunal for the Law of the Sea (ITLOS) and the International Court of Justice, have established that states have binding duties to protect the marine environment and prevent climate harm, requiring a curb on fossil fuel production.","ai_generated":true,"unit":"ciel-000068#insight-3","date_modified":"2026-10-23"},{"text":"Marine geoengineering proposals—such as ocean alkalinity enhancement, ocean fertilization, biomass sinking, marine cloud brightening, and ice thickening—could utilize up to 20% of the ocean's surface and risk unpredictable, irreversible impacts on ecosystems and fisheries.","ai_generated":true,"unit":"ciel-000068#insight-4","date_modified":"2026-10-23"}],"climate_tags":["ocean acidification","carbon sink","climate finance","just transition","phase-out"],"geography_discussed":["Africa","Niger Delta","Cabo Delgado Province","South Africa","European Union","United States","People's Republic of China"],"frame_perspective":[],"analysis_type":["policy analysis","legal analysis"]},{"id":"issafri-001865","url":"https://climateinsightsdirectory.org/document/issafri-001865","title":"Africa Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-12","source_url":"https://futures.issafrica.org/geographic/regions/africa/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyses Africa's development path to 2043, comparing a 'Current Path' baseline with various sectoral scenarios and a 'Combined' scenario. While the Current Path shows steady growth, it fails to meet Agenda 2063 targets, leaving 19.1% of the population in extreme poverty. The Combined scenario demonstrates that coordinated reforms in governance, trade (AfCFTA), education, and infrastructure could raise GDP (MER) to US$8.87 trillion, increase GDP per capita (PPP) to US$8,040, and reduce extreme poverty to 10.9%. Key findings highlight the critical role of the African Continental Free Trade Area (AfCFTA) and governance as the most transformative levers for income growth and poverty reduction. The report also details a significant energy gap, where demand is projected to outpace production by 2043 despite massive solar potential, and a health transition marked by a 'double burden' of persisting communicable diseases and rapidly rising non-communicable diseases.","ai_generated":true,"unit":"issafri-001865#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the 'Current Path' baseline, Africa's GDP at market exchange rates (MER) is projected to grow from US$2.66 trillion in 2023 to US$6.36 trillion by 2043, with an average annual growth rate of 4.6%. However, extreme poverty will only decline to 19.1% by 2043, leaving nearly half a billion people below the US$2.15/day line.","ai_generated":true,"unit":"issafri-001865#insight-1","date_modified":"2026-10-23"},{"text":"A 'Combined' scenario of coordinated reforms across all sectors would significantly accelerate growth, raising GDP (MER) to US$8.87 trillion by 2043 and increasing the average annual growth rate to 6.2%. This integrated approach would lift nearly 200 million more people out of extreme poverty compared to the Current Path, reducing the poverty rate to approximately 11%.","ai_generated":true,"unit":"issafri-001865#insight-2","date_modified":"2026-10-23"},{"text":"The African Continental Free Trade Area (AfCFTA) and governance reforms are identified as the most pivotal levers for economic transformation. The AfCFTA scenario is projected to narrow the trade deficit from 4.8% of GDP in 2023 to 2.9% by 2043 and produce the largest gains in GDP per capita among individual scenarios, reaching US$6,590.","ai_generated":true,"unit":"issafri-001865#insight-3","date_modified":"2026-10-23"},{"text":"Africa faces a 'double burden' of disease: while deaths from communicable, maternal, perinatal, and nutritional causes declined by 31% between 2000 and 2019, non-communicable diseases (NCDs) increased by almost 38% in the same period. By 2043, deaths from cardiovascular diseases are projected to rise to 3.44 million under the Current Path.","ai_generated":true,"unit":"issafri-001865#insight-4","date_modified":"2026-10-23"},{"text":"The continent's agricultural sector suffers from a widening production-demand gap. By 2043, crop demand is projected to reach 2.1 billion metric tons while production reaches only 1.47 billion metric tons, creating a deficit of 627 million metric tons. The Agriculture scenario could reduce crop import dependence to 16.2% by 2043, compared to 30.8% in the Current Path.","ai_generated":true,"unit":"issafri-001865#insight-5","date_modified":"2026-10-23"},{"text":"Energy production is a critical bottleneck; despite holding 60% of global solar potential, Africa's energy demand is expected to outpace supply. Under the Combined scenario, energy production would rise to 10.02 billion barrels of oil equivalent (BOE) by 2043, with solar as the main driver, yet a deficit of 1.3 billion BOE would still persist.","ai_generated":true,"unit":"issafri-001865#insight-6","date_modified":"2026-10-23"},{"text":"Informality remains a dominant feature of the labour market. Under the Current Path, the informal sector's share of GDP will remain above 24% and informal employment above 53% by 2043. The Combined scenario would significantly reduce these figures, with the informal sector's GDP share falling to 20.6% and informal employment dropping to 40.1%.","ai_generated":true,"unit":"issafri-001865#insight-7","date_modified":"2026-10-23"},{"text":"Africa's demographic transition is slow, with a median age of 19.7 years in 2019. The 'demographic dividend ratio' (working-age to dependent population) is projected to reach 1.57 by 2043 under the Current Path, below the 1.7 threshold needed to reap the first demographic dividend. The Demographics and Health scenario would accelerate this to 1.72 by 2043.","ai_generated":true,"unit":"issafri-001865#insight-8","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","wind energy","carbon dioxide emissions","climate change adaptation","climate finance","energy transition","climate change vulnerability"],"geography_discussed":["South Asia","Tanzania","Nigeria","Ethiopia","Democratic Republic of the Congo","Namibia","India"],"frame_perspective":[],"analysis_type":["scenario modelling","economic forecasting","comparative regional analysis"]},{"id":"ember-000317","url":"https://climateinsightsdirectory.org/document/ember-000317","title":"Gas share in global power mix has declined for a fifth consecutive year","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2026-06-09","source_url":"https://ember-energy.org/app/uploads/2026/06/Gas-share-in-global-power-mix-has-declined-for-a-fifth-consecutive-year-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The share of gas in the global power mix fell for the fifth consecutive year in 2025, dropping from 23.9% in 2020 to 21.8%. While absolute global gas generation has not yet peaked, its growth rate slowed from 2.9% (2016-2020) to 1.6% (2021-2025) as solar and wind met approximately 68% of global electricity demand growth over the last five years. By 2025, 61 out of 124 gas-generating economies had passed their historical gas generation peaks. In the G7, renewable power (2,544 TWh) nearly equaled gas power (2,577 TWh) in 2025. Conversely, gas remains central to the power sectors of the US and Canada, and continues to support demand in parts of North and West Africa.","ai_generated":true,"unit":"ember-000317#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The share of gas in the global electricity mix decreased for five straight years, falling from 23.9% in 2020 to 21.8% in 2025, as renewable energy growth outpaced electricity demand.","ai_generated":true,"unit":"ember-000317#insight-1","date_modified":"2026-10-23"},{"text":"Gas's contribution to meeting new global electricity demand has dropped significantly, from an average of 33% between 2001-2005 and 31% between 2016-2020, to approximately 11% between 2021-2025. In 2025, gas accounted for less than 5% of global demand growth.","ai_generated":true,"unit":"ember-000317#insight-2","date_modified":"2026-10-23"},{"text":"Nearly half of the world's gas-generating economies have passed their peak; 61 out of 124 such economies had gas-fired generation remain below their historical peak for at least five consecutive years by 2025.","ai_generated":true,"unit":"ember-000317#insight-3","date_modified":"2026-10-23"},{"text":"In the G7, renewable power generation (2,544 TWh) almost matched gas power generation (2,577 TWh) in 2025, contributing to clean power overtaking fossil power in the G7 mix.","ai_generated":true,"unit":"ember-000317#insight-4","date_modified":"2026-10-23"},{"text":"Major emerging economies Brazil, China, and India are meeting electricity demand growth with limited gas reliance. China's gas share was near 3% in 2025, while India's share fell to 2.3% and Brazil's to 7.3% by 2025.","ai_generated":true,"unit":"ember-000317#insight-5","date_modified":"2026-10-23"},{"text":"The United States saw the largest increase in gas generation between 2015 and 2025, adding 474 TWh, which represents nearly one-third of all global gas growth in that period.","ai_generated":true,"unit":"ember-000317#insight-6","date_modified":"2026-10-23"},{"text":"Geopolitical events, specifically Russia's 2022 invasion of Ukraine and 2026 LNG disruptions related to the US-Israel war with Iran, have accelerated the shift toward renewables by highlighting the risks of import-dependent gas systems.","ai_generated":true,"unit":"ember-000317#insight-7","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","wind power","energy security","electric energy consumption","fossil fuel","Coal phase-out","liquefied natural gas"],"geography_discussed":["G7","People's Republic of China","India","Brazil","United States","Japan","United Kingdom","Germany","Italy","Europe","Asia","Oceania","Latin America and the Caribbean","North America","Middle East","Africa","Canada","Vietnam","Spain"],"frame_perspective":[],"analysis_type":["trend analysis","comparative analysis"]}]}