{"query_echo":{"q":"","filters":{"analysis_type":["qualitative survey"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'qualitative survey' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=qualitative+survey","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":"sei-002728","url":"https://climateinsightsdirectory.org/document/sei-002728","title":"Natural climate solutions and fire mitigation: early findings on the path to net zero","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2023-10","source_url":"https://www.sei.org/wp-content/uploads/2023/10/sei2023.049-fire-mitigation-net-zero.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that while forest fires are a threat, the VCS Program's pooled buffer account is adequately capitalized to guarantee credit permanence. Analysis of six REDD+ projects shows that some, such as the Katingan Peatland Restoration Project, generate fire-mitigation co-benefits through advanced management practices, while others do not. Only one reversal was identified across 190 AFOLU projects, which was fully compensated by the buffer pool.","ai_generated":true,"unit":"sei-002728#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The VCS Program's pooled buffer account is sufficiently robust to guarantee the permanence of issued credits, as total historic cancellations to compensate for reversals represent only 0.08% of current reserves as of July 2022.","ai_generated":true,"unit":"sei-002728#insight-1","date_modified":"2026-10-23"},{"text":"Among the six studied NCS projects, only one experienced a loss event (the Rimba Raya Biodiversity Reserve Project), but it did not result in a reversal because the project replaced the lost carbon stocks and generated additional emission reductions during the verification period.","ai_generated":true,"unit":"sei-002728#insight-2","date_modified":"2026-10-23"},{"text":"A reversal was identified in one of 190 AFOLU projects—the TIST Program in Kenya—where landowners harvested trees for timber, resulting in a reversal of 48,838 tCO2e that was fully compensated by cancelling buffer credits.","ai_generated":true,"unit":"sei-002728#insight-3","date_modified":"2026-10-23"},{"text":"The Katingan Peatland Restoration Project (ID 1477) in Indonesia demonstrated significant fire-mitigation co-benefits, experiencing fewer fires and a lower percentage of tree cover loss compared to its matched protected area comparators.","ai_generated":true,"unit":"sei-002728#insight-4","date_modified":"2026-10-23"},{"text":"The Rimba Raya Biodiversity Reserve Project (ID 674) did not generate excess fire-mitigation co-benefits, as it experienced a higher normalized fire count per square kilometre and higher tree cover loss than its comparison areas.","ai_generated":true,"unit":"sei-002728#insight-5","date_modified":"2026-10-23"},{"text":"In Brazil and Peru, the study could not determine if projects generated excess fire mitigation because most project and comparison areas lacked statistically significant correlations between fire and tree cover loss.","ai_generated":true,"unit":"sei-002728#insight-6","date_modified":"2026-10-23"},{"text":"Effective fire management practices identified in high-performing projects include the use of fire-break plantations, peatland rewetting, drones for observation, early warning systems, and the allocation of over 40% of the annual operational budget to fire management.","ai_generated":true,"unit":"sei-002728#insight-7","date_modified":"2026-10-23"},{"text":"In certain regions, such as the RESEX Rio Preto-Jacundá REDD+ Project in Brazil, deforestation often precedes fire due to 'forest edging,' where loggers clear trees to access stands before setting burns to clear litter.","ai_generated":true,"unit":"sei-002728#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Reducing emissions from deforestation and forest degradation","forest fire","carbon offset","carbon credit","carbon sequestration"],"geography_discussed":["Kenya","Uganda","India"],"frame_perspective":[],"analysis_type":["mixed methods","remote sensing","geospatial analysis","qualitative survey"]},{"id":"saiia-001272","url":"https://climateinsightsdirectory.org/document/saiia-001272","title":"Moving Beyond Trophy Diplomacy: How to Consolidate South Africa's Position in the World","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"briefing","language":"en","date_published":"2014-06-19","source_url":"https://saiia.org.za/research/moving-beyond-trophy-diplomacy-how-to-consolidate-south-africas-position-in-the-world/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document presents findings from a 2013 South African Institute of International Affairs (SAIIA) survey of 60 diplomats and experts in Pretoria and Addis Ababa. It argues that while South Africa's commitment to an 'African Agenda' and peace resolution is respected, its overall strategic direction has become 'confusing' and 'obfuscated' under President Zuma. The briefing warns against 'trophy diplomacy'—attempting to project global influence before maturing as a geopolitical entity—and recommends reviewing the Foreign Policy White Paper to better balance relations between Africa, the West, and the emerging South. It specifically suggests that South Africa leverage shared priorities between East and Southern Africa to resolve stalled negotiations for the Tri-Partite Free Trade Area between COMESA, the ECA, and SADC.","ai_generated":true,"unit":"saiia-001272#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Foreign policy practitioners perceive South Africa's current strategic direction as unclear and unpredictable, particularly under President Zuma's leadership. While previous administrations were seen as focused on human rights (Mandela) or the 'African Renaissance' (Mbeki), the current approach is described as 'confusing' and lacking strategic direction.","ai_generated":true,"unit":"saiia-001272#insight-1","date_modified":"2026-10-23"},{"text":"There is a concern among both African and non-African respondents that South Africa is engaging in 'trophy diplomacy,' which involves attempting to elevate its international status beyond its actual geopolitical maturity, potentially at the expense of relationships with traditional partners and neighbors.","ai_generated":true,"unit":"saiia-001272#insight-2","date_modified":"2026-10-23"},{"text":"South Africa's prioritization of Africa in its foreign policy is widely recognized and viewed positively, with the 'African Agenda' message gaining traction. This focus manifests in four inter-linking themes: economic issues, security, peace and conflict resolution, and the primacy of Africa.","ai_generated":true,"unit":"saiia-001272#insight-3","date_modified":"2026-10-23"},{"text":"While South Africa is respected for its commitment to negotiated political settlements, there is confusion regarding the specific criteria for its interventions in certain conflicts, such as the deployment of troops to the Central African Republic (CAR).","ai_generated":true,"unit":"saiia-001272#insight-4","date_modified":"2026-10-23"},{"text":"Survey data reveals overlapping priorities between East and Southern Africa, including collaboration with the African Union, promoting trade, and reducing poverty. This commonality suggests South Africa could help resolve stalled negotiations for the Tri-Partite Free Trade Area involving COMESA, the ECA, and SADC.","ai_generated":true,"unit":"saiia-001272#insight-5","date_modified":"2026-10-23"}],"climate_tags":["economic development","trade policy","South–South cooperation"],"geography_discussed":["Ethiopia","Addis Ababa","Pretoria","Central African Republic"],"frame_perspective":[],"analysis_type":["qualitative survey","policy briefing"]},{"id":"grelat-000111","url":"https://climateinsightsdirectory.org/document/grelat-000111","title":"Behind the Byline: Voices From Environmental Journalism","publisher":{"name":"GreenLatinos","organization":"greenlatinos"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.greenlatinos.org/wp-content/uploads/formidable/13/green2.0-and-sej-behind-the-bylines.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report finds that environmental journalism is predominantly White, straight, and cisgender, with a significant lack of people of color in leadership. While most environmental journalists of color agree that diversity is crucial for accurate coverage, they report high rates of burnout, experiences of racism, and a lack of support from leadership, suggesting that institutional interest in diversity, equity, and inclusion (DEI) has not translated into tangible workplace changes.","ai_generated":true,"unit":"grelat-000111#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Environmental journalism demographics do not reflect the general population, with White journalists making up 49% of the workforce in the newsroom survey, while people of color (POC) account for 14.5% to 19.5%. Data on sexual orientation and disability is largely missing from newsroom records, with 92.2% and 74.7% of outlets reporting 'Do not have data' for these categories respectively.","ai_generated":true,"unit":"grelat-000111#insight-1","date_modified":"2026-10-23"},{"text":"There is a stark disparity between the demographics of the general environmental journalism field and the specific population of environmental journalists of color (EJOCs). Among EJOCs, 35% identify as members of the LGBTQIA+ community and 8.8% identify as having a disability, figures significantly higher than the 2.5% and 3% reported in the broader newsroom survey.","ai_generated":true,"unit":"grelat-000111#insight-2","date_modified":"2026-10-23"},{"text":"Environmental journalists of color report a significant lack of representation in leadership, with nearly two-thirds stating they do not see leaders of color in their newsrooms. This is linked to feelings of being unsupported and a perception that White leadership is reluctant to share power.","ai_generated":true,"unit":"grelat-000111#insight-3","date_modified":"2026-10-23"},{"text":"A vast majority of EJOCs (over 95%) believe that a lack of diversity negatively impacts the coverage of environmental issues. However, they report that their perspectives as people of color are often tokenized or undervalued, with only about 40% feeling their specific POC perspective is valued.","ai_generated":true,"unit":"grelat-000111#insight-4","date_modified":"2026-10-23"},{"text":"Professional burnout is prevalent among EJOCs, with 80% reporting current or historical burnout. Contributing factors include low pay—with nearly half of EJOCs disagreeing that they earn a livable income—and experiences of racism, which were reported by two-thirds of EJOCs.","ai_generated":true,"unit":"grelat-000111#insight-5","date_modified":"2026-10-23"},{"text":"While 90.9% of surveyed news outlets have covered climate/environmental justice or environmental racism in the last six months, fewer than half utilize tools to support this coverage, such as source diversity tracking, multicultural style guides, or audits.","ai_generated":true,"unit":"grelat-000111#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate justice","environmental racism"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["demographic analysis","qualitative survey","workplace assessment"]}]}