{"query_echo":{"q":"","filters":{"geography":["Migori County"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Migori County' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":6,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Migori+County","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-000018","url":"https://climateinsightsdirectory.org/document/issafri-000018","title":"Kenya","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/countries/kenya/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Kenya's development path toward 2043, comparing a 'Current Path' with eight ambitious sectoral scenarios and a 'Combined Agenda 2063' scenario. Key findings highlight that while Kenya has a resilient economy and leads Africa in geothermal energy, it faces significant hurdles in corruption, infrastructure, and public debt. The analysis suggests that full implementation of the African Continental Free Trade Area (AfCFTA) and improvements in governance would have the most substantial positive impacts on GDP per capita and poverty reduction. A combined approach of all scenarios could increase GDP by 123.1% over the current path and drastically reduce carbon emissions by transitioning fully to renewables.","ai_generated":true,"unit":"issafri-000018#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under a 'Combined Agenda 2063' scenario, Kenya's GDP is projected to reach US$576.2 billion by 2043, representing a 123.1% increase over the Current Path forecast.","ai_generated":true,"unit":"issafri-000018#insight-1","date_modified":"2026-10-23"},{"text":"The implementation of the African Continental Free Trade Area (AfCFTA) is identified as the scenario with the highest potential to increase GDP per capita by 2043, reaching US$7,070.","ai_generated":true,"unit":"issafri-000018#insight-2","date_modified":"2026-10-23"},{"text":"Improved governance and stability are projected to be the most effective drivers for reducing extreme poverty, potentially leaving 4.7 million fewer people in poverty by 2043 compared to the Current Path.","ai_generated":true,"unit":"issafri-000018#insight-3","date_modified":"2026-10-23"},{"text":"Kenya's energy sector is heavily reliant on renewables, with 90% of electricity generation coming from renewable sources in 2021, led by geothermal (40.6%), hydro (30%), and wind (16%).","ai_generated":true,"unit":"issafri-000018#insight-4","date_modified":"2026-10-23"},{"text":"The 'Infrastructure scenario' could significantly close the urban-rural electricity gap, increasing rural access to 95.6% by 2043, compared to 75.8% on the Current Path.","ai_generated":true,"unit":"issafri-000018#insight-5","date_modified":"2026-10-23"},{"text":"Kenya faces significant food insecurity risks; by 2043, agricultural demand is projected to exceed domestic production by 22.8 million metric tons on the Current Path.","ai_generated":true,"unit":"issafri-000018#insight-6","date_modified":"2026-10-23"},{"text":"The manufacturing sector is projected to contribute an additional US$30.9 billion to GDP by 2043 under the Manufacturing scenario, representing a 10 percentage point increase over the Current Path.","ai_generated":true,"unit":"issafri-000018#insight-7","date_modified":"2026-10-23"},{"text":"Kenya's carbon emissions are relatively low compared to other African economies of similar size, and the Combined scenario could reduce 2043 emissions to 1.9 million tons, nearly six times lower than the Current Path.","ai_generated":true,"unit":"issafri-000018#insight-8","date_modified":"2026-10-23"},{"text":"Despite progress in primary education, secondary completion rates remained low at 25.5% in 2019, and only 7.5% of Kenyans had a first degree from a tertiary institution in the same year.","ai_generated":true,"unit":"issafri-000018#insight-9","date_modified":"2026-10-23"},{"text":"Governance capacity is a primary weakness for Kenya, characterized by a low capacity index score of 0.34 in 2019 and a ranking among the five worst lower middle-income countries in Africa for corruption.","ai_generated":true,"unit":"issafri-000018#insight-10","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","carbon dioxide emissions","hydropower","wind power","solar energy","climate change","agriculture"],"geography_discussed":["East Africa","Nairobi","Mombasa","Kisumu","Nakuru city","Migori County","Homa Bay County","Laikipia County","Tharaka Nithi County","Tana River County","Nyeri County","Lamu"],"frame_perspective":[],"analysis_type":["sectoral scenario analysis","economic forecasting","developmental assessment"]},{"id":"gclifun-005276","url":"https://climateinsightsdirectory.org/document/gclifun-005276","title":"Annex 8 Gender Assessment For the GCF-FAO Project “Transforming Livelihoods through Climate Resilient, Low Carbon, Sustainable Agricultural Value Chains in the Lake Region Economic Bloc, Kenya”","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2025-02-20","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp255-genderassesment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses gender inequalities in Kenya's agricultural sector, specifically within the Lake Region Economic Bloc (LREB). It identifies systemic barriers for women, including limited land ownership, restricted access to finance, and a disproportionate domestic work burden, which exacerbate their vulnerability to climate change. The assessment analyzes six priority value chains—coffee, tea, fruit trees, African leafy vegetables, poultry, and dairy—finding that while women provide the majority of labor, they are often excluded from leadership and financial control, particularly in 'masculinized' cash crops. To address this, the project proposes a Gender Action Plan using Gender Transformative Approaches (GTA) and Gender Action Learning Systems (GALS) to shift deep-rooted socio-cultural norms and improve the representation and agency of marginalized groups in agricultural cooperatives.","ai_generated":true,"unit":"gclifun-005276#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women provide a vast majority of agricultural labor in Kenya, accounting for approximately 75% of the labor force and managing 40% of small-scale farms, yet they face significant barriers to formal market participation due to discriminatory social norms.","ai_generated":true,"unit":"gclifun-005276#insight-1","date_modified":"2026-10-23"},{"text":"Land ownership is heavily skewed toward men, with women holding only about 1% of registered land titles, which prevents them from using land as collateral for credit and limits their decision-making power over high-value cash crops.","ai_generated":true,"unit":"gclifun-005276#insight-2","date_modified":"2026-10-23"},{"text":"Women in Kenya experience a severe 'time poverty' due to a double burden of unpaid care work and agricultural labor; they work an average of 12.9 hours per day compared to 8.2 hours for men.","ai_generated":true,"unit":"gclifun-005276#insight-3","date_modified":"2026-10-23"},{"text":"In the coffee sector, women perform up to 70% of the production labor but hold less than 5% of leadership roles in cooperatives, leading to a gap between their labor contribution and the financial benefits they receive.","ai_generated":true,"unit":"gclifun-005276#insight-4","date_modified":"2026-10-23"},{"text":"Climate change disproportionately affects women because they rely more heavily on natural resources for daily livelihoods and have fewer assets and secure land rights to implement adaptation strategies.","ai_generated":true,"unit":"gclifun-005276#insight-5","date_modified":"2026-10-23"},{"text":"There are distinct gender differences in how climate information services (CIS) are accessed; women show a higher preference for radio and social groups, while men are more likely to use extension officers.","ai_generated":true,"unit":"gclifun-005276#insight-6","date_modified":"2026-10-23"},{"text":"A survey of 321 cooperatives in the LREB revealed that men constitute 70.8% of membership, while women make up only 29.2%, with young women being the least represented group across all six analyzed value chains.","ai_generated":true,"unit":"gclifun-005276#insight-7","date_modified":"2026-10-23"},{"text":"The project will implement Gender Transformative Approaches (GTA) and Gender Action Learning Systems (GALS) to address the root causes of inequality rather than just the symptoms.","ai_generated":true,"unit":"gclifun-005276#insight-8","date_modified":"2026-10-23"},{"text":"Gender-based violence (GBV) is a significant risk for women in Kenya, with 39.4% of women experiencing GBV in their lifetime, and risks can increase when women take on leadership roles or travel longer distances for water due to climate change.","ai_generated":true,"unit":"gclifun-005276#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","climate change adaptation","climate change mitigation","gender equality","Climate information service","climate finance","smallholder","land tenure"],"geography_discussed":["Bomet County","Bungoma County","Busia County","Homa Bay County","Kakamega County","Kericho County","Kisii County","Kisumu County","Migori County","Nandi","Nyamira county","Siaya County","Trans-Nzoia county","Vihiga County"],"frame_perspective":[],"analysis_type":["gender assessment","situational analysis","policy review"]},{"id":"sei-002705","url":"https://climateinsightsdirectory.org/document/sei-002705","title":"County energy planning in Kenya: Local participation and local solutions in Migori County","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2016-02","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-WP-2016-01-Kenya-county-energy-planning.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study identifies a strong desire for citizen involvement in energy planning in Migori County, where energy use is dominated by biomass and kerosene. It proposes a participatory framework consisting of six key activities to move away from top-down planning and better meet local energy needs.","ai_generated":true,"unit":"sei-002705#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study identifies six key activity types that can enable effective citizen participation and overcome barriers in energy planning: stakeholder engagement and awareness creation, needs assessment, resource mapping, visioning and action planning, capacity-building, and implementation, monitoring and evaluation.","ai_generated":true,"unit":"sei-002705#insight-1","date_modified":"2026-10-23"},{"text":"Energy consumption in Migori County is dominated by four sources: charcoal, firewood, dry cell batteries, and kerosene. There is a significant divide between rural and urban areas; rural households rely heavily on kerosene (97%) and firewood (96%), while urban households have greater access to electricity (65%), candles (56%), and LPG (39%).","ai_generated":true,"unit":"sei-002705#insight-2","date_modified":"2026-10-23"},{"text":"Electricity access in rural Migori is severely limited, with only 2% of rural households connected. The primary barriers to connection are the absence of a power grid in the area and the high cost of the initial connection fee.","ai_generated":true,"unit":"sei-002705#insight-3","date_modified":"2026-10-23"},{"text":"While ownership of improved cookstoves is high, their actual use as a primary cooking source is very low in rural areas. Approximately 89.6% of rural households still use an open three-stone fire as their main stove, with only 6.9% using an improved cookstove as their primary option.","ai_generated":true,"unit":"sei-002705#insight-4","date_modified":"2026-10-23"},{"text":"Household energy expenditures are highest for charcoal, averaging KES 1,334 per month, followed by LPG at KES 869. Kerosene and firewood costs average KES 351 and KES 531 per month, respectively.","ai_generated":true,"unit":"sei-002705#insight-5","date_modified":"2026-10-23"},{"text":"There is a high demand for citizen participation in energy planning, with 79% of surveyed households expressing a desire to be involved. This interest is more pronounced in rural households (84%) than in urban ones (58%).","ai_generated":true,"unit":"sei-002705#insight-6","date_modified":"2026-10-23"},{"text":"Citizens prefer direct communication, such as surveys, as their primary channel for engagement, followed by consultation with influential community members like ward administrators.","ai_generated":true,"unit":"sei-002705#insight-7","date_modified":"2026-10-23"},{"text":"Focus group discussions revealed significant social and health challenges associated with current energy sources, including respiratory problems from biomass, and risks of rape, snake bites, and harassment for women collecting firewood.","ai_generated":true,"unit":"sei-002705#insight-8","date_modified":"2026-10-23"},{"text":"Mobile phone charging represents a significant energy service gap in rural areas; 90% of rural households own a phone, but only 10% can charge them at home, with most traveling an average of 1km to nearby towns or markets.","ai_generated":true,"unit":"sei-002705#insight-9","date_modified":"2026-10-23"}],"climate_tags":["energy poverty","household air pollution","deforestation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","household survey","focus group discussions","literature review"]},{"id":"sei-001887","url":"https://climateinsightsdirectory.org/document/sei-001887","title":"COUNTY ENERGY PLANNING IN KENYA: LOCAL PARTICIPATION & SOLUTIONS IN MIGORI COUNTY","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2016","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-WP-2016-01-Kenya-county-energy-planning-appendices.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document consists of two appendices: a comprehensive household survey questionnaire and a matrix of potential citizen participation avenues. The survey collects detailed data on household characteristics, the use of various energy sources (including grid electricity, solar PV, kerosene, and biomass), and the impact of energy access on health and education. The participation framework identifies the roles of women's groups, youth groups, community leaders, and administration in mobilizing resources, advocating for services, and implementing energy projects in Migori County.","ai_generated":true,"unit":"sei-001887#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The survey instrument is designed to capture a wide array of energy sources used in Migori County households, ranging from modern services like \"Electricity from interconnected grid or isolated system\" and \"Solar PV home system\" to traditional fuels such as \"Firewood\", \"Animal dung\", and \"Crop residue\".","ai_generated":true,"unit":"sei-001887#insight-1","date_modified":"2026-10-23"},{"text":"The research identifies specific barriers to grid electricity adoption, including the unavailability of electricity in certain areas, inability to pay connection or wiring fees, and the inability to afford monthly payments or electrical equipment.","ai_generated":true,"unit":"sei-001887#insight-2","date_modified":"2026-10-23"},{"text":"The survey assesses the perceived impact of electricity on social outcomes, specifically its importance for \"children’s education\" and its ability to provide \"information and the news\".","ai_generated":true,"unit":"sei-001887#insight-3","date_modified":"2026-10-23"},{"text":"The document outlines a framework for citizen participation in energy planning, suggesting that women's groups can contribute through \"Resource mobilization to promote energy technologies\" and \"Organizing education meetings\".","ai_generated":true,"unit":"sei-001887#insight-4","date_modified":"2026-10-23"},{"text":"Youth groups are identified as potential drivers for energy planning through \"Promoting and encouraging social audits\", \"Researching and writing proposals for community development projects\", and providing manpower for project implementation.","ai_generated":true,"unit":"sei-001887#insight-5","date_modified":"2026-10-23"},{"text":"Community leaders are viewed as essential for \"Influencing decisions through involvement of various groups\" and acting as \"role models by embracing new technologies and services such as M-Kopa\".","ai_generated":true,"unit":"sei-001887#insight-6","date_modified":"2026-10-23"},{"text":"The administrative role in energy planning involves \"Civic education on alternatives sources of energy\", \"Generating data about sources and uses of energy\", and \"Planning at ward level through ward forums\".","ai_generated":true,"unit":"sei-001887#insight-7","date_modified":"2026-10-23"}],"climate_tags":["biomass","public participation","energy access"],"geography_discussed":["Suna Central","Suna West","Kuria East","Nyatike","Muhuru Bay"],"frame_perspective":[],"analysis_type":["survey design","framework development"]},{"id":"sei-002573","url":"https://climateinsightsdirectory.org/document/sei-002573","title":"Can county-level energy planning give a stronger voice to end-users? Insights from Migori County in Kenya","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2016","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-PB-2016-Kenya-county-energy-planning.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how Kenya's devolution of energy planning to the county level can empower citizens, specifically focusing on Migori County. It highlights a significant gap between the desire for participation and current practice, while detailing the heavy reliance of rural households on biomass and kerosene. The brief argues that for county energy master plans to be effective, they must move beyond elite-controlled processes and leverage existing community groups, such as women's and youth organizations, to ensure the needs of marginalized populations are met.","ai_generated":true,"unit":"sei-002573#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The devolution of energy planning to the county level in Kenya creates an opportunity for end-users to influence decisions, provided there are concerted efforts to ensure participation is \"wide, deep and meaningful\".","ai_generated":true,"unit":"sei-002573#insight-1","date_modified":"2026-10-23"},{"text":"In Migori County, energy consumption varies significantly between urban and rural areas. Rural households rely heavily on kerosene (97%), firewood (96%), dry cells (72%), and charcoal (67%), while urban households have higher access to electricity (65%), candles (56%), and LPG (39%).","ai_generated":true,"unit":"sei-002573#insight-2","date_modified":"2026-10-23"},{"text":"Cooking practices in Migori County are dominated by traditional methods; 77.4% of sampled households use an open three-stone fire, and while many own improved cookstoves like the Kenya Ceramic Jiko, only 17.4% use them as their primary stove.","ai_generated":true,"unit":"sei-002573#insight-3","date_modified":"2026-10-23"},{"text":"There is a high level of willingness among citizens to engage in energy planning, with 79% of surveyed households expressing interest, a figure that rises to 84% among rural households.","ai_generated":true,"unit":"sei-002573#insight-4","date_modified":"2026-10-23"},{"text":"Despite the willingness to participate, current engagement is low; only 23% of households had previously been involved in energy forums, and many community leaders reported that their opinions were not sought during planning.","ai_generated":true,"unit":"sei-002573#insight-5","date_modified":"2026-10-23"},{"text":"Existing community structures, such as women's and youth groups, offer cost-effective avenues for engagement. Women can focus on education and resource mobilization, while youth can provide manpower for project implementation and research.","ai_generated":true,"unit":"sei-002573#insight-6","date_modified":"2026-10-23"},{"text":"County energy administrators face significant operational hurdles, including understaffing, a lack of information, and poor cooperation among stakeholders, particularly within the unit supporting devolution.","ai_generated":true,"unit":"sei-002573#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","solar energy","energy access"],"geography_discussed":["Kuria East sub-county"],"frame_perspective":[],"analysis_type":["case study","policy analysis","household survey"]},{"id":"glorespar-000140","url":"https://climateinsightsdirectory.org/document/glorespar-000140","title":"Small-scale farmers at the heart of global food systems","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":null,"source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2026/05/zowasel_v2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines Zowasel's pilot initiative in Kenya and Tanzania, which aims to build resilience for small-scale sorghum farmers through a digital marketplace and physical Crop Centres. The program addresses challenges such as limited market access, poor grain quality, and the need for supply chain transparency driven by global regulations like the EU Deforestation Regulation (EUDR). By connecting farmers and cooperatives directly to corporate buyers, Zowasel seeks to reduce reliance on intermediaries, promote regenerative agriculture, and enable farmers to access carbon credit markets. The analysis evaluates the initiative's transformative potential across five dimensions: alignment with contexts, resource enablement, relationship building, shifting power structures, and supporting systems learning.","ai_generated":true,"unit":"glorespar-000140#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Small-scale farmers are critical to the agricultural economies of Kenya and Tanzania, producing 65% of marketed agricultural output in Kenya and cultivating 85-90% of available land in Tanzania.","ai_generated":true,"unit":"glorespar-000140#insight-1","date_modified":"2026-10-23"},{"text":"Sorghum is a vital, drought-resilient staple crop for food security in semi-arid regions of both countries, including Tabora, Singida, Mara, and Shinyanga in Tanzania, and Siaya, Migori, and Homabay in Kenya.","ai_generated":true,"unit":"glorespar-000140#insight-2","date_modified":"2026-10-23"},{"text":"Global regulations, specifically the European Union Deforestation Regulation (EUDR), are driving a need for robust traceability data to ensure produce is farmed under ethical and sustainable conditions.","ai_generated":true,"unit":"glorespar-000140#insight-3","date_modified":"2026-10-23"},{"text":"Zowasel's digital platform connects farmers and cooperatives directly to buyers, providing real-time commodity prices, secure payments within 48 hours, and a Digital Measurement, Reporting, and Verification (D-MRV) system for sustainability standards.","ai_generated":true,"unit":"glorespar-000140#insight-4","date_modified":"2026-10-23"},{"text":"To overcome digital literacy and infrastructure barriers, Zowasel established 'Crop Centres'—physical spaces providing access to the digital marketplace, credit scoring, advisory services, and agricultural inputs.","ai_generated":true,"unit":"glorespar-000140#insight-5","date_modified":"2026-10-23"},{"text":"The initiative aims to shift market power dynamics by reducing the role of intermediaries (middlemen) who often charge high service fees, instead empowering cooperatives to increase their bargaining power.","ai_generated":true,"unit":"glorespar-000140#insight-6","date_modified":"2026-10-23"},{"text":"Zowasel provides digital training in local languages on regenerative agriculture, finance, and insurance, aligning farmer practices with the quality requirements of corporate buyers.","ai_generated":true,"unit":"glorespar-000140#insight-7","date_modified":"2026-10-23"},{"text":"While the initiative has successfully 'scaled out' by expanding from Nigeria to Kenya and Tanzania, it has not yet demonstrated significant ability to 'scale up' (impact policy) or 'scale deep' (shift fundamental values and mindsets).","ai_generated":true,"unit":"glorespar-000140#insight-8","date_modified":"2026-10-23"}],"climate_tags":["regenerative agriculture","carbon credit","food system"],"geography_discussed":["Nigeria","Tabora Region","Singida Region","Mara","Shinyanga Region","Siaya County","Migori County","Homabay"],"frame_perspective":[],"analysis_type":["case study","transformative potential analysis"]}]}