{"query_echo":{"q":"","filters":{"analysis_type":["key informant interviews"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'key informant interviews' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=key+informant+interviews","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":"gga-000195","url":"https://climateinsightsdirectory.org/document/gga-000195","title":"Rural community energy options amid climate change","publisher":{"name":"Good Governance Africa","organization":"good-governance-africa"},"document_type":"research paper","language":"en","date_published":"2026-05-08","source_url":"https://gga.org/rural-community-energy-options-amid-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research highlights the reliance of rural communities in Zimbabwe's Mbire and Muzarabani districts on a mix of energy sources due to the unreliability of the national grid. While solar energy is common for lighting and electronics, firewood remains the most widespread cooking fuel, disproportionately impacting women and girls through labour and health risks. The study notes a preference for gas despite high costs and the adoption of 'tsotso stoves' as an energy-efficient, environmentally friendly alternative to open fires. It argues for inclusive benefit-sharing frameworks and investment in clean energy systems, particularly from extractive industries operating in the region.","ai_generated":true,"unit":"gga-000195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rural energy use in the Mbire and Muzarabani districts is determined by affordability and accessibility, with residents using a mix of the national grid, solar energy, gas, coal, and firewood. The national grid is considered unreliable due to load shedding, dilapidated infrastructure, and faults.","ai_generated":true,"unit":"gga-000195#insight-1","date_modified":"2026-10-23"},{"text":"Solar energy is widely used for lighting and powering small electronics, but high-capacity systems for cooking are unaffordable for most households.","ai_generated":true,"unit":"gga-000195#insight-2","date_modified":"2026-10-23"},{"text":"Firewood is the most reliable and widespread source for cooking, but it creates significant gender inequalities in labour and health risks. Access to firewood is becoming more difficult due to Zimbabwe Environmental Management Agency (EMA) prohibitions intended to curb deforestation.","ai_generated":true,"unit":"gga-000195#insight-3","date_modified":"2026-10-23"},{"text":"Communities have adopted 'tsotso stoves'—concrete or clay structures using dried twigs—as an energy-efficient and environmentally friendly alternative to traditional open fires, reducing smoke pollution and the need to cut mature trees.","ai_generated":true,"unit":"gga-000195#insight-4","date_modified":"2026-10-23"},{"text":"There is a preference for gas as an energy source, although it is expensive at US$2.50 per kilogram.","ai_generated":true,"unit":"gga-000195#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy transition","clean cooking","solar energy","household air pollution","deforestation","gender equality","extractive industry"],"geography_discussed":["sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["fieldwork","focus group discussions","key informant interviews"]},{"id":"wwfza-000192","url":"https://climateinsightsdirectory.org/document/wwfza-000192","title":"FOOD SECURITY FRAGILITY IN A MINING-DEPENDENT TOWN A SNAPSHOT OF POSTMASBURG IN THE NORTHERN CAPE","publisher":{"name":"WWF South Africa","organization":"wwf-south-africa"},"document_type":"report","language":"en","date_published":"2020-07","source_url":"https://wwfafrica.awsassets.panda.org/downloads/food_security_fragility_in_a_mining_dependent_town.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that Postmasburg experienced severe food insecurity exacerbated by the COVID-19 lockdown, with significant drops in formal and informal employment and a high dependency on social grants. It highlights that 60% of surveyed households were below the food poverty line even before the pandemic, and that food aid distribution was insufficient and plagued by a lack of transparency.","ai_generated":true,"unit":"wwfza-000192#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Postmasburg's population is disproportionately vulnerable to food insecurity due to a higher-than-average household size (4.4 persons after lockdown compared to the national 3.4) and a high dependency ratio of 73, compared to the national average of 52.","ai_generated":true,"unit":"wwfza-000192#insight-1","date_modified":"2026-10-23"},{"text":"The COVID-19 lockdown caused a sharp decline in employment and income: formal employment fell by 20%, informal sector income generation plunged by 62%, and aggregate monthly household incomes decreased by 21%.","ai_generated":true,"unit":"wwfza-000192#insight-2","date_modified":"2026-10-23"},{"text":"Food poverty was prevalent before the pandemic, with an estimated 60% of surveyed households falling below the 2020 StatsSA Food Poverty Line of R599.60 per person per month prior to lockdown.","ai_generated":true,"unit":"wwfza-000192#insight-3","date_modified":"2026-10-23"},{"text":"There is an increasing reliance on social grants, which rose from 15% of aggregate income before lockdown to 33% after temporary increases. However, the return of these grants to pre-lockdown levels is expected to worsen the aggregate household income fall from 21% to 36.4%.","ai_generated":true,"unit":"wwfza-000192#insight-4","date_modified":"2026-10-23"},{"text":"Food aid has been insufficient and poorly managed; only 27.5% of surveyed households received a food parcel, and 76% of households lacked confidence in their ability to access parcels if needed due to perceived party-political bias and unclear criteria.","ai_generated":true,"unit":"wwfza-000192#insight-5","date_modified":"2026-10-23"},{"text":"The suspension of the National School Nutrition Programme during lockdown increased pressure on household budgets, as 47.5% of surveyed households had children participating in the programme.","ai_generated":true,"unit":"wwfza-000192#insight-6","date_modified":"2026-10-23"},{"text":"Home food production is nearly non-existent in Postmasburg, with only 5% of households growing food. Barriers include a lack of gardening culture, small yard sizes, high water costs, and a harsh, arid climate.","ai_generated":true,"unit":"wwfza-000192#insight-7","date_modified":"2026-10-23"}],"climate_tags":["food security","just transition","urban agriculture"],"geography_discussed":["Tsantsabane Local Municipality","South Africa","Mpumalanga"],"frame_perspective":[],"analysis_type":["household survey","key informant interviews"]},{"id":"sei-002372","url":"https://climateinsightsdirectory.org/document/sei-002372","title":"Enabling Climate Science Use to Better Support Resilience and Adaptation Practice","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2020-03-06","source_url":"https://www.sei.org/wp-content/uploads/2021/01/lts-clare-scoping-study--final-eacds.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a significant 'Valley of Death' between the production of climate science and its practical application in resilience and adaptation. While short-term forecasting is generally accurate and used, decadal information is urgently needed but largely unavailable, leading some practitioners to misuse long-term projections. The study argues that a 'science-first' approach is ineffective and recommends that the CLARE programme adopt a user-driven, transdisciplinary structure that prioritizes co-production, capacity building for 'discerning users', and the development of knowledge brokers to bridge the gap between scientists and decision-makers.","ai_generated":true,"unit":"sei-002372#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a critical disconnect, termed the 'Valley of Death', between the providers of climate science and the end-users in adaptation and resilience practice, where information is often produced without sufficient consultation of user needs.","ai_generated":true,"unit":"sei-002372#insight-1","date_modified":"2026-10-23"},{"text":"Climate science for 1-10 day forecasting is generally accurate and useful for absorptive resilience, but access is often limited by a lack of trusted channels or formats that are relevant to specific livelihoods.","ai_generated":true,"unit":"sei-002372#insight-2","date_modified":"2026-10-23"},{"text":"Decadal climate information is the most urgently demanded by practitioners for adaptive contexts, yet it is the area where science is least able to meet demand.","ai_generated":true,"unit":"sei-002372#insight-3","date_modified":"2026-10-23"},{"text":"Long-term climate projections are frequently misused by development agencies to fill the gap in decadal information, which may lead to maladaptation.","ai_generated":true,"unit":"sei-002372#insight-4","date_modified":"2026-10-23"},{"text":"A 'science-first' approach, which assumes that filling an information deficit automatically leads to behavioral change, is dominant and often results in user exclusion from decision-making.","ai_generated":true,"unit":"sei-002372#insight-5","date_modified":"2026-10-23"},{"text":"Effective uptake of climate science is achieved through co-design and transdisciplinary approaches, such as Participatory Scenario Planning (PSP) and the use of 'embedded researchers'.","ai_generated":true,"unit":"sei-002372#insight-6","date_modified":"2026-10-23"},{"text":"There is a significant lack of 'data translators' or knowledge brokers who can bridge the gap between technical climate science and the needs of decision-makers.","ai_generated":true,"unit":"sei-002372#insight-7","date_modified":"2026-10-23"},{"text":"Capacity building for climate services is often overly focused at the national level, neglecting the sub-national level where the majority of users are located.","ai_generated":true,"unit":"sei-002372#insight-8","date_modified":"2026-10-23"},{"text":"Significant scientific uncertainties remain regarding the direction and magnitude of precipitation change in East and West Africa, as well as the cumulative effects of multiple stresses.","ai_generated":true,"unit":"sei-002372#insight-9","date_modified":"2026-10-23"},{"text":"The sustainability of climate services is threatened by a reliance on short-term, project-based funding and a lack of viable business models to ensure continuity after external support ends.","ai_generated":true,"unit":"sei-002372#insight-10","date_modified":"2026-10-23"}],"climate_tags":["obsidian","Climate information service","climate change adaptation","climate resilience","maladaptation","capacity building","knowledge broker","climate finance","disaster risk reduction"],"geography_discussed":["South Asia","Pacific Islands","Kenya","Ethiopia","Rwanda","Senegal","Mozambique","Nigeria","Bangladesh","Indonesia","Thailand"],"frame_perspective":[],"analysis_type":["Rapid Evidence Assessment","Literature Review","Key Informant Interviews"]},{"id":"wri-000495","url":"https://climateinsightsdirectory.org/document/wri-000495","title":"Strengthening Gender Equity in Locally Led Adaptation Processes in Africa","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/strengthening-gender-equity-locally-led-adaptation-processes-africa","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that while women are central to agriculture and climate adaptation in Africa, they are often excluded from decision-making and resources due to sociocultural norms and policy gaps. It proposes seven enabling factors—ranging from flexible finance and resource control to confronting restrictive norms—to move beyond simple participation toward gender-transformative locally led adaptation (LLA). The authors recommend that funders provide patient, flexible funding of at least five years and invest in long-term relationships with women-led organizations to foster structural social change and climate resilience.","ai_generated":true,"unit":"wri-000495#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in Africa's agricultural sector face systemic barriers to adaptation resources and decision-making, driven by a lack of gender consideration in public policies, program design, and technology selection, as well as restrictive sociocultural norms and the gendered division of labor.","ai_generated":true,"unit":"wri-000495#insight-1","date_modified":"2026-10-23"},{"text":"The authors distinguish between simple participation and gender-transformative activities; the latter aim for long-term gender equality by shifting harmful social norms and power dynamics, which leads to better-informed adaptation planning and resilience.","ai_generated":true,"unit":"wri-000495#insight-2","date_modified":"2026-10-23"},{"text":"Seven enabling factors are identified to embed gender equity within locally led adaptation: integrating gender into funding and national policies; flexible project finance and design; confronting constraining institutions and norms; promoting women's agency and leadership; reducing labor burdens for women and girls; ensuring equal access to and control over resources (such as land and finance); and ensuring gender-equal benefits from technology.","ai_generated":true,"unit":"wri-000495#insight-3","date_modified":"2026-10-23"},{"text":"To support gender-equitable LLA, funders should provide flexible, patient funding with timelines of at least five years to allow for iterative learning and the slow process of social change.","ai_generated":true,"unit":"wri-000495#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","Climate-smart agriculture","nature-based solutions","climate finance","agroecology"],"geography_discussed":["Senegal","South Africa","Zambia"],"frame_perspective":[],"analysis_type":["case study analysis","literature review","key informant interviews"]}]}