{"query_echo":{"q":"","filters":{"analysis_type":["socio-economic projection"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'socio-economic projection' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=socio-economic+projection","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-000007","url":"https://climateinsightsdirectory.org/document/issafri-000007","title":"Ghana","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/countries/ghana/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Ghana's socio-economic landscape, projecting its development to 2043. It highlights a strong growth potential driven by natural resources but warns of persistent poverty, high public debt, and corruption. The analysis compares a 'Current Path' with several targeted scenarios—including Governance, Manufacturing, and AfCFTA—demonstrating that integrated policy interventions in education, health, and industrialization could significantly increase GDP per capita and reduce extreme poverty. It also addresses critical challenges such as the 'galamsey' illegal mining crisis affecting water and forests, and the need for a transition toward renewable energy to mitigate rising carbon emissions.","ai_generated":true,"unit":"issafri-000007#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ghana's GDP is projected to grow from US$76.1 billion in 2023 to US$235.4 billion by 2043 on the Current Path, with GDP per capita rising to US$8,960.","ai_generated":true,"unit":"issafri-000007#insight-1","date_modified":"2026-10-23"},{"text":"The 'Governance scenario' is identified as having the most significant positive impact on GDP per capita by 2043, potentially increasing it by US$768 (8.6%) over the Current Path.","ai_generated":true,"unit":"issafri-000007#insight-2","date_modified":"2026-10-23"},{"text":"Industrialization through the 'Manufacturing scenario' offers the highest potential for poverty reduction, capable of lifting an additional 1.9 million people out of extreme poverty.","ai_generated":true,"unit":"issafri-000007#insight-3","date_modified":"2026-10-23"},{"text":"Illegal mining, known as 'galamsey', is causing severe environmental and public health crises, including the destruction of over 100,000 acres of cocoa in the Mankurom community and the pollution of major rivers like the Pra and Birim.","ai_generated":true,"unit":"issafri-000007#insight-4","date_modified":"2026-10-23"},{"text":"Ghana's energy sector faces a risk of collapse due to heavy indebtedness to independent power producers and inefficiencies in the Electricity Company of Ghana, which recorded a loss of GHC10.2 billion in 2022.","ai_generated":true,"unit":"issafri-000007#insight-5","date_modified":"2026-10-23"},{"text":"The report projects a transition in energy production where other renewable energy sources will become dominant by 2043, constituting 54.2% of total production on the Current Path and 66% in the Combined scenario.","ai_generated":true,"unit":"issafri-000007#insight-6","date_modified":"2026-10-23"},{"text":"Despite democratic stability in the Fourth Republic, public satisfaction with democracy declined from 74% in 2012 to 51% in 2024, with support for military rule increasing to 32%.","ai_generated":true,"unit":"issafri-000007#insight-7","date_modified":"2026-10-23"},{"text":"Ghana's carbon emissions from fossil fuels are expected to rise from 7 million tons in 2023 to 14 million tons by 2043 on the Current Path, increasing to 16 million tons in the Combined scenario.","ai_generated":true,"unit":"issafri-000007#insight-8","date_modified":"2026-10-23"},{"text":"The 'Combined scenario' suggests that an integrated development push could increase Ghana's GDP to US$365 billion and raise GDP per capita to US$12,720 by 2043.","ai_generated":true,"unit":"issafri-000007#insight-9","date_modified":"2026-10-23"},{"text":"The education system suffers from a 'funnel' effect where high primary enrollment does not translate to tertiary completion; only 11% of the relevant age group graduated with at least a first degree in 2023.","ai_generated":true,"unit":"issafri-000007#insight-10","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","solar energy","hydroelectricity","Climate-smart agriculture","fossil fuel","deforestation","energy transition","natural gas"],"geography_discussed":["West Africa","Burkina Faso","Ivory Coast","Togo","Accra","Nigeria","Cape Verde","The Gambia","Kumasi","United Arab Emirates","Switzerland","United States","India","People's Republic of China","Netherlands"],"frame_perspective":[],"analysis_type":["scenario analysis","socio-economic projection","policy assessment"]},{"id":"issafri-001863","url":"https://climateinsightsdirectory.org/document/issafri-001863","title":"RD Congo","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"fr","date_published":"2024-05-16","source_url":"https://futures.issafrica.org/special-reports/country/drc-french/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the Democratic Republic of the Congo's (DRC) socio-economic status, highlighting a stark contrast between its vast natural resources—including 50% of global cobalt reserves—and its high levels of extreme poverty. It projects that under a 'base scenario' of current policies, the DRC will remain one of the world's poorest countries by 2043. However, the report simulates an 'Agenda 2063' combined scenario where strategic interventions in agriculture, industrialization, governance, and infrastructure could significantly increase GDP, reduce extreme poverty from 26.1% to 6.6%, and diversify the economy away from raw material exports.","ai_generated":true,"unit":"issafri-001863#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The DRC possesses immense natural wealth, including the world's second-largest tropical rainforest and approximately 50% of global cobalt reserves, yet it remains one of the poorest nations globally.","ai_generated":true,"unit":"issafri-001863#insight-1","date_modified":"2026-10-23"},{"text":"Extreme poverty is pervasive; in 2022, 71.8 million people (72.3% of the population) lived on less than $2.15 per day. On the current trajectory, 48.1 million people (26.1% of the population) will still live in extreme poverty by 2043.","ai_generated":true,"unit":"issafri-001863#insight-2","date_modified":"2026-10-23"},{"text":"The economy is heavily dependent on raw material exports, specifically oil, copper, cobalt, tin, tungsten, and tantalum, making it vulnerable to global price shocks and the green energy transition.","ai_generated":true,"unit":"issafri-001863#insight-3","date_modified":"2026-10-23"},{"text":"The DRC has the largest untapped agricultural potential in Africa, with 80 million hectares of arable land, but only about 10% is currently cultivated.","ai_generated":true,"unit":"issafri-001863#insight-4","date_modified":"2026-10-23"},{"text":"Energy access is among the lowest in the world; as of 2022, only 21.2% of the population had access to electricity, despite a massive hydroelectric potential estimated at 100 GW.","ai_generated":true,"unit":"issafri-001863#insight-5","date_modified":"2026-10-23"},{"text":"The informal sector is a major constraint to growth, representing approximately 41.8% of the GDP in 2022 and dominating employment at 88.6% of the total.","ai_generated":true,"unit":"issafri-001863#insight-6","date_modified":"2026-10-23"},{"text":"A combined 'Agenda 2063' scenario, integrating all eight sectoral improvements, could increase the GDP to 449.8 billion USD by 2043, compared to 259.8 billion USD on the current trajectory.","ai_generated":true,"unit":"issafri-001863#insight-7","date_modified":"2026-10-23"},{"text":"Under the Agenda 2063 scenario, the poverty rate would drop to 6.6% (11.2 million people) by 2043, demonstrating the potential of concerted policy action across sectors.","ai_generated":true,"unit":"issafri-001863#insight-8","date_modified":"2026-10-23"},{"text":"The implementation of the African Continental Free Trade Area (AfCFTA/ZLECAf) could turn the DRC's structurally deficit trade balance positive between 2029 and 2035.","ai_generated":true,"unit":"issafri-001863#insight-9","date_modified":"2026-10-23"},{"text":"Governance remains a critical barrier, with the DRC's governance efficiency index being 28.5% below the average for low-income African countries in 2022.","ai_generated":true,"unit":"issafri-001863#insight-10","date_modified":"2026-10-23"}],"climate_tags":["hydroelectricity","solar energy","wind energy","energy transition","green economy","carbon dioxide emissions"],"geography_discussed":["Africa","Kinshasa","Brazil"],"frame_perspective":[],"analysis_type":["socio-economic projection","sectoral scenario modeling","poverty assessment"]}]}