{"query_echo":{"q":"","filters":{"analysis_type":["qualitative research"]},"warnings":[]},"total":{"value":108,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=qualitative+research&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=qualitative+research&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":"climstra-000066","url":"https://climateinsightsdirectory.org/document/climstra-000066","title":"The role of the Just Energy Transition Partnership in contributing to the implementation of South Africads NDC: A new form of climate finance and international cooperation?","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2023-08","source_url":"https://climatestrategies.org/wp-content/uploads/2023/09/230905_Report_South_Africa.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes South Africa's Just Energy Transition Partnership (JETP) using a 'two-level game' framework to examine the interaction between international diplomacy and domestic politics. While the JETP provided a country-led platform to articulate financial needs and accelerated conversations on NDC implementation, it has faced significant hurdles. These include a lack of transparency from the International Partners Group (IPG), a contested domestic political landscape characterized by ministerial 'turf wars', and a financial package heavily weighted toward loans rather than grants. The study highlights that the JETP's success depends on South Africa's ability to build institutional capacity and deliver on implementation to maintain international credibility, while the IPG must provide more transparent and justice-oriented funding.","ai_generated":true,"unit":"climstra-000066#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The JETP financial package of $8.5 billion is criticized for its composition, with grant financing making up less than 4% of the total, which is lower than the expectations of the South African government and civil society.","ai_generated":true,"unit":"climstra-000066#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant funding gap for South Africa's transition; the JETP offer covers only 12% of the total investment needed over the next five years, leaving an estimated gap of around R700 billion.","ai_generated":true,"unit":"climstra-000066#insight-2","date_modified":"2026-10-23"},{"text":"The allocation of funds within the JETP is heavily skewed toward the electricity sector (over 80%), while social justice elements—such as skills development and social investment—receive only 0.59% of the total allocation.","ai_generated":true,"unit":"climstra-000066#insight-3","date_modified":"2026-10-23"},{"text":"Domestic implementation is hindered by 'turf wars' and political friction within the South African Cabinet, specifically between the Minister of Electricity in the Presidency, the Minister of Mineral Resources and Energy, and the Minister of Public Enterprises.","ai_generated":true,"unit":"climstra-000066#insight-4","date_modified":"2026-10-23"},{"text":"The state of Eskom, characterized by corruption, mismanagement, and a prohibition on additional borrowing from the Ministry of Finance, represents a major risk to the JETP's implementation since the deal was originally conceived as Eskom-specific.","ai_generated":true,"unit":"climstra-000066#insight-5","date_modified":"2026-10-23"},{"text":"The JETP process has been criticized by social partners for a lack of transparency and inclusivity, described as a 'black box' where consultations for the Investment Plan (JET IP) occurred only after the plan had already been developed.","ai_generated":true,"unit":"climstra-000066#insight-6","date_modified":"2026-10-23"},{"text":"The International Partners Group (IPG) has been criticized for a lack of reciprocal accountability, as their progress reports focus overwhelmingly on South Africa's domestic actions while providing few public details on the specific financial instruments offered.","ai_generated":true,"unit":"climstra-000066#insight-7","date_modified":"2026-10-23"},{"text":"South Africa's domestic knowledge base, developed through the NDC, Just Transition Framework, and JET IP, has been a critical enabler for building national consensus and ensuring the transition remains a country-led agenda.","ai_generated":true,"unit":"climstra-000066#insight-8","date_modified":"2026-10-23"},{"text":"The JETP is viewed as an innovative instrument because it streamlines negotiations and increases the scale of funding compared to traditional bilateral deals, though it still largely follows traditional Official Development Assistance (ODA) arrangements.","ai_generated":true,"unit":"climstra-000066#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Just Energy Transition Partnership","Nationally Determined Contributions","climate finance","energy transition","renewable energy","green hydrogen","electrical grid","economic diversity"],"geography_discussed":["Germany","France","United Kingdom","United States","European Union","Indonesia","India","Nigeria","Senegal","Vietnam","Mpumalanga"],"frame_perspective":[],"analysis_type":["case study","policy analysis","qualitative research"]},{"id":"costratri-000032","url":"https://climateinsightsdirectory.org/document/costratri-000032","title":"Leadership in the Polycrisis: How UK Defense Training Can Help Us Navigate a Future of Unprecedented Environmental Disruption","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"briefing","language":"en","date_published":"2023-06-28","source_url":"https://councilonstrategicrisks.org/2023/06/28/leadership-in-the-polycrisis-how-uk-defense-training-can-help-us-navigate-a-future-of-unprecedented-environmental-disruption/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the 'polycrisis'—a state of complex, compounding environmental risks—requires a new category of leadership capable of managing chaotic conditions. Based on research with approximately thirty senior UK defense personnel, the authors identify three core strengths of military leadership: baseline capabilities (physical/mental resilience, values-based leadership, and storytelling), constant rehearsal (simulations and wargaming), and the 'Mission Command' operational concept. The briefing suggests that civilian leaders can adopt these methods to close the 'imagination gap' and maintain agency during environmental destabilization, while also calling for the defense sector to better integrate sustainability into its own doctrine.","ai_generated":true,"unit":"costratri-000032#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The world has entered a 'polycrisis' era characterized by cascading and systemic risks where environmental shocks, such as biodiversity loss and soil degradation, interact with climate change to create a state of worsening crisis that can destabilize economic, social, and political systems.","ai_generated":true,"unit":"costratri-000032#insight-1","date_modified":"2026-10-23"},{"text":"The 'polycrisis' creates a 'strategic risk' to the sustainability transition, as a more chaotic world may force societies to constantly manage symptoms of crises, thereby diverting essential resources and focus away from root causes like emissions reduction and nature regeneration.","ai_generated":true,"unit":"costratri-000032#insight-2","date_modified":"2026-10-23"},{"text":"UK defense leadership provides a model for navigating chaos through baseline capabilities, including physical and mental resilience, values-based leadership to maintain purpose under pressure, and the use of storytelling ('spinning dits') to create a collective knowledge basis and prepare for critical action moments.","ai_generated":true,"unit":"costratri-000032#insight-3","date_modified":"2026-10-23"},{"text":"Military rehearsal processes, including wargaming and computer simulations, allow personnel to exercise to the point of failure and close the 'imagination gap' between current realities and a chaotic future; the authors suggest these be embedded in civilian organizational learning.","ai_generated":true,"unit":"costratri-000032#insight-4","date_modified":"2026-10-23"},{"text":"The 'Mission Command' concept, which combines centralized intent with decentralized execution, empowers personnel to exercise initiative and creativity in complex environments where rigid command-and-control structures fail.","ai_generated":true,"unit":"costratri-000032#insight-5","date_modified":"2026-10-23"},{"text":"The authors identify four priority areas for development in both defense and civilian sectors: integrating sustainability into leadership doctrine, reducing the environmental impact of training via synthetic environments, incorporating systemic environmental risks into strategic security assessments, and linking foresight to leadership development.","ai_generated":true,"unit":"costratri-000032#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity loss","tipping points in the climate system","climate change adaptation","climate change mitigation","Net-zero emissions"],"geography_discussed":["United States","World"],"frame_perspective":[],"analysis_type":["briefing","qualitative research"]},{"id":"prio-001223","url":"https://climateinsightsdirectory.org/document/prio-001223","title":"Ethics in Peace Negotiations Roles and Considerations According to Experts","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2023","source_url":"https://cdn.cloud.prio.org/files/8a7938f2-a763-44ce-b847-f871bae31a6c/AVH5110 Thesis for Master in RICS Cand Number 5199_Pub.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document explores how ethics functions within peace negotiations, arguing that while often implicit or subordinated to power and strategy, ethical considerations significantly impact the process. Using the 'situated holism framework'—which analyzes positions, participants, practices, procedures, and principles—the author identifies key ethical dilemmas, such as the tradeoff between immediate peace and long-term justice, the legitimacy of including controversial stakeholders, and the tension between a negotiator's mandate and the urgency of reaching an agreement. The findings suggest that ethics in this field is often a matter of 'principled realism,' where normative concerns coexist with realpolitik.","ai_generated":true,"unit":"prio-001223#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Experts perceive ethics as a constant but frequently implicit parameter in peace negotiations, often lacking a dedicated vocabulary and instead being framed in terms of strategy, logic, or efficiency.","ai_generated":true,"unit":"prio-001223#insight-1","date_modified":"2026-10-23"},{"text":"A central ethical dilemma for negotiating parties is the tradeoff between achieving an immediate peace agreement and ensuring long-term justice, including whether to compromise on justice to end violence.","ai_generated":true,"unit":"prio-001223#insight-2","date_modified":"2026-10-23"},{"text":"The inclusion of 'controversial stakeholders'—such as groups designated as terrorists—presents a significant ethical challenge, balancing the risk of legitimizing violent actors against the goal of ending suffering.","ai_generated":true,"unit":"prio-001223#insight-3","date_modified":"2026-10-23"},{"text":"Negotiators face ethical tensions regarding their mandates, specifically whether to adhere strictly to fixed positions or 'stretch' their authority to facilitate a timely agreement.","ai_generated":true,"unit":"prio-001223#insight-4","date_modified":"2026-10-23"},{"text":"There is a tension between the need for inclusivity to ensure legitimacy and the need for efficiency to reach a feasible agreement, as too many participants can complicate the process.","ai_generated":true,"unit":"prio-001223#insight-5","date_modified":"2026-10-23"},{"text":"Ethical considerations extend to the timing and decision of whether to negotiate at all, with some experts arguing there is an ethical obligation to seek negotiations if they can end violence.","ai_generated":true,"unit":"prio-001223#insight-6","date_modified":"2026-10-23"},{"text":"Practices in negotiations can be 'ethically critical,' such as using 'window dressing' or dishonesty to sell compromises to the public, or 'ethically supportive,' such as intentional trust-building behaviors.","ai_generated":true,"unit":"prio-001223#insight-7","date_modified":"2026-10-23"},{"text":"The legal framework, particularly national constitutions, can act as both a restrictive deterrent to the aspirations of marginalized groups and a necessary guarantee of safety for the process.","ai_generated":true,"unit":"prio-001223#insight-8","date_modified":"2026-10-23"},{"text":"Negotiators often experience a conflict between their representative role and their individual interests, including the pursuit of personal political power or rewards.","ai_generated":true,"unit":"prio-001223#insight-9","date_modified":"2026-10-23"},{"text":"The 'situated holism framework' demonstrates that ethical considerations are interdependent across five dimensions: positions, participants, practices, procedures, and principles.","ai_generated":true,"unit":"prio-001223#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Norway","South Sudan","Syria","Guatemala","Afghanistan","Mali","Philippines","Israel","Palestine","Iran","Ukraine","Russia","Bosnia and Herzegovina"],"frame_perspective":[],"analysis_type":["qualitative research","expert interviews","thematic analysis"]},{"id":"wwfza-000047","url":"https://climateinsightsdirectory.org/document/wwfza-000047","title":"SOUTH AFRICA FOOD LOSS AND WASTE IN FARMING","publisher":{"name":"WWF South Africa","organization":"wwf-south-africa"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://wwfafrica.awsassets.panda.org/downloads/food_loss_and_waste_report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines food wastage at the primary production level in South Africa, identifying environmental factors as the primary cause of food loss and behavioural issues as a key driver of food waste. It highlights a critical lack of baseline data, with fewer than 40% of surveyed farmers measuring their waste. While farmers are motivated by financial viability and moral responsibility to reduce waste, they face significant logistical, financial, and regulatory barriers, including high transport costs and strict export standards. The document recommends the development of centralised redistribution contacts and validated waste-tracking tools to help South Africa meet SDG 12.3.","ai_generated":true,"unit":"wwfza-000047#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa wastes approximately 10.3 million tonnes of edible food annually, with an estimated 34.3% of food wastage occurring at the primary production stage.","ai_generated":true,"unit":"wwfza-000047#insight-1","date_modified":"2026-10-23"},{"text":"Environmental factors are the dominant cause of food loss, with 13 out of 15 surveyed farmers identifying them as the biggest contributor; specific issues include hail, frost, and pests.","ai_generated":true,"unit":"wwfza-000047#insight-2","date_modified":"2026-10-23"},{"text":"Incorrect pesticide use is a significant behavioural contributor to food wastage, often resulting from a lack of knowledge and training among farmers and workers.","ai_generated":true,"unit":"wwfza-000047#insight-3","date_modified":"2026-10-23"},{"text":"High cosmetic and aesthetic standards imposed by retailers and consumers lead to the rejection of edible produce, contributing to primary-level food waste.","ai_generated":true,"unit":"wwfza-000047#insight-4","date_modified":"2026-10-23"},{"text":"Logistical barriers, specifically high transport costs and a lack of reliable contacts for redistribution, prevent farmers from donating surplus food.","ai_generated":true,"unit":"wwfza-000047#insight-5","date_modified":"2026-10-23"},{"text":"Political instability and infrastructure failures, such as riots and loadshedding, cause significant food losses by compromising the cold chain and blocking transport.","ai_generated":true,"unit":"wwfza-000047#insight-6","date_modified":"2026-10-23"},{"text":"Regulatory requirements for exports, such as EuroGap and GlobalG.A.P. audits, as well as specific European import rules for citrus, increase financial burdens and lead to food being discarded.","ai_generated":true,"unit":"wwfza-000047#insight-7","date_modified":"2026-10-23"},{"text":"Financial viability is the primary motivator for reducing food waste, with 80% of farmers stating they are financially driven, though some also cite a moral responsibility to food security.","ai_generated":true,"unit":"wwfza-000047#insight-8","date_modified":"2026-10-23"},{"text":"There is a severe lack of baseline data on food waste at the farm level, as less than 40% of farmers measure their wastage, which hinders the implementation of behavioural strategies.","ai_generated":true,"unit":"wwfza-000047#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Development Goals","climate change","renewable energy","biofuel"],"geography_discussed":["Western Cape","Eastern Cape","KwaZulu-Natal","Limpopo","Europe","Spain"],"frame_perspective":[],"analysis_type":["qualitative research","thematic analysis","behavioural analysis"]},{"id":"ACTClim-000015","url":"https://climateinsightsdirectory.org/document/ACTClim-000015","title":"Audience Insights: Meet the Persuadables in the UK","publisher":{"name":"ACT Climate Labs","organization":"act-climate-labs"},"document_type":"guide","language":"en","date_published":"2022-09-08","source_url":"https://www.actclimatelabs.org/audience-insights-meet-the-persuadables-in-the-uk/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies 'The Persuadables' as 69% of the UK population who are neither climate activists nor deniers. Through qualitative research with urban residents in Newcastle, Black and South Asian communities in Birmingham, and rural dwellers in Yorkshire, the report finds that these groups often feel unrepresented by politics and distrust current climate spokespeople, whom they perceive as 'liberal elites' or 'snobs'. The research highlights that the cost of living crisis is a primary concern that overshadows climate change and suggests that trust is higher for messengers like farmers, union representatives, and specific media personalities such as Adam Henson.","ai_generated":true,"unit":"ACTClim-000015#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Persuadables' constitute 69% of the UK population and are characterized as people who are undecided on climate issues and are neither climate activists nor climate deniers.","ai_generated":true,"unit":"ACTClim-000015#insight-1","date_modified":"2026-10-23"},{"text":"Persuadables feel a general sense of being unrepresented by political systems and societal decision-making, with inequalities in race, class, and region leaving them vulnerable to challenges like Brexit and the cost of living crisis.","ai_generated":true,"unit":"ACTClim-000015#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is often secondary to immediate economic pressures; many research participants prioritized the cost of living crisis—specifically regarding job security, feeding families, and heating homes—over climate issues.","ai_generated":true,"unit":"ACTClim-000015#insight-3","date_modified":"2026-10-23"},{"text":"There is significant distrust toward traditional climate messengers, who are viewed as out-of-touch, privileged, or extreme. Conversely, trust is higher for farmers, union representatives, pro-climate Conservative MPs, and specifically Countryfile presenter Adam Henson.","ai_generated":true,"unit":"ACTClim-000015#insight-4","date_modified":"2026-10-23"},{"text":"Media consumption patterns vary by group: 'Urban Somewheres' may be overwhelmed by constant news, 'Rural Dwellers' often experience information overload and skepticism, and 'Multi-Ethnic Communities' are more likely to disengage from the media environment entirely.","ai_generated":true,"unit":"ACTClim-000015#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change communication","climate change disinformation"],"geography_discussed":["Newcastle upon Tyne","Birmingham","Yorkshire"],"frame_perspective":[],"analysis_type":["qualitative research","cultural analysis","audience segmentation"]},{"id":"sei-000259","url":"https://climateinsightsdirectory.org/document/sei-000259","title":"Finance as a driver of sustainability transitions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-08-15","source_url":"https://www.sei.org/publications/finance-as-a-driver-of-sustainability-transitions/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study finds that the Swedish finance sector is cautious regarding risk and unlikely to lead sustainability transitions without significant government intervention, such as CO2 taxes or risk-mitigation mechanisms.","ai_generated":true,"unit":"sei-000259#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Despite recognizing sustainability challenges, the Swedish finance sector remains cautious about risk and believes it cannot accelerate the transition without government intervention.","ai_generated":true,"unit":"sei-000259#insight-1","date_modified":"2026-10-23"},{"text":"The finance sector prefers generic policy tools like CO2 taxes or direct government risk mitigation to facilitate a faster transition.","ai_generated":true,"unit":"sei-000259#insight-2","date_modified":"2026-10-23"},{"text":"The financial regime is unlikely to be a primary driver of sustainability transitions unless public governance creates new partnerships and risk-sharing mechanisms to reduce the high risks of rapid sustainable finance deployment.","ai_generated":true,"unit":"sei-000259#insight-3","date_modified":"2026-10-23"}],"climate_tags":["sustainable finance","carbon tax","risk management","public–private partnership","climate policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["qualitative research","interview-based study"]},{"id":"cliinstca-000439","url":"https://climateinsightsdirectory.org/document/cliinstca-000439","title":"THE IMPACTS OF PERMAFROST THAW ON NORTHERN INDIGENOUS COMMUNITIES","publisher":{"name":"Canadian Climate Institute","organization":"canadian-climate-institute"},"document_type":"report","language":"en","date_published":"2022-06","source_url":"https://climateinstitute.ca/wp-content/uploads/2022/06/Impacts-permafrost-thaw-Climate-Institute-Firelight-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report documents how permafrost degradation affects Northern Indigenous communities in the Yukon, Northwest Territories, Nunavut, Nunavik, and Nunatsiavut. It identifies critical impacts across five themes: hunting, trapping, and fishing; travel and access; food sovereignty; cultural continuity; and infrastructure. Key findings include the loss of traditional food storage (permafrost lockers), increased travel risks and costs due to slumping and boggy ground, and significant financial burdens on homeowners for building maintenance. The report argues that current policy is too technocentric and fails to account for the social and cultural dimensions of infrastructure and the cumulative effects of colonial history and climate change.","ai_generated":true,"unit":"cliinstca-000439#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Permafrost thaw is altering the habitats of key species, specifically causing ponds and small lakes to drain, which threatens the breeding and nesting grounds of waterfowl.","ai_generated":true,"unit":"cliinstca-000439#insight-1","date_modified":"2026-10-23"},{"text":"The degradation of permafrost leads to a loss of lichen, a critical forage source for caribou, as the ground becomes more saturated and boggy.","ai_generated":true,"unit":"cliinstca-000439#insight-2","date_modified":"2026-10-23"},{"text":"Thawing ground and 'thaw slumps' (landslides) make traditional trails difficult or dangerous to traverse, increasing travel times, fuel costs, and safety risks for land users.","ai_generated":true,"unit":"cliinstca-000439#insight-3","date_modified":"2026-10-23"},{"text":"Permafrost thaw undermines food sovereignty by destroying traditional 'permafrost lockers' or underground cellars used for seasonal meat storage and fermentation.","ai_generated":true,"unit":"cliinstca-000439#insight-4","date_modified":"2026-10-23"},{"text":"The instability of the ground causes significant damage to household and community infrastructure, including cracked walls and shifting foundations, which often results in high out-of-pocket costs for homeowners as insurance may not cover these damages.","ai_generated":true,"unit":"cliinstca-000439#insight-5","date_modified":"2026-10-23"},{"text":"Permafrost degradation threatens cultural continuity by reducing the time and safety of travel on the land, which is essential for Elders to transfer traditional knowledge and skills to younger generations.","ai_generated":true,"unit":"cliinstca-000439#insight-6","date_modified":"2026-10-23"},{"text":"Infrastructure damage extends to critical community links, such as the Iqaluit airport landing strips, which required $300 million in repairs between 2014 and 2017 to maintain functionality.","ai_generated":true,"unit":"cliinstca-000439#insight-7","date_modified":"2026-10-23"},{"text":"Indigenous communities are adapting through the use of new technology, such as generator-powered freezers to replace permafrost lockers and satellite communication devices (inReach) to manage travel risks.","ai_generated":true,"unit":"cliinstca-000439#insight-8","date_modified":"2026-10-23"},{"text":"There is a significant policy gap where responses to permafrost thaw focus on technocentric engineering solutions for infrastructure rather than supporting the social structures and community networks necessary for adaptation.","ai_generated":true,"unit":"cliinstca-000439#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","traditional knowledge","infrastructure","climate finance","biodiversity loss"],"geography_discussed":["Iqaluit","Inuvik","Mackenzie Delta","Igloolik","Peawanuck First Nation","Whatì"],"frame_perspective":[],"analysis_type":["qualitative research","literature review","community mapping"]},{"id":"fsdafri-000134","url":"https://climateinsightsdirectory.org/document/fsdafri-000134","title":"Rebuilding livelihoods in displacement","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2022-03","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/ENDLINE-REPORT-Rebuilding-livelihoods-in-displacement-eversion-28022022_compressed.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while identification and mobile money access for refugees in Uganda improved significantly due to policy changes, formal financial service adoption remains hindered by high transaction costs and long travel distances to agents. Refugees rely heavily on non-employment income and informal savings groups (ASCAs and ROSCAs), with a notable increase in cash kept at home for health emergencies. The COVID-19 pandemic disproportionately reduced refugee incomes and increased expenditures, particularly for food and medicine. The report recommends expanding branchless banking, improving digital and financial literacy, and introducing microinsurance and sustainable energy solutions to enhance refugee financial health.","ai_generated":true,"unit":"fsdafri-000134#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Refugee identification improved from 94% at baseline to 99% at endline, though the type of ID significantly impacts financial access; 47% of those with a National ID could access financial services compared to only 17% with a Family Attestation letter.","ai_generated":true,"unit":"fsdafri-000134#insight-1","date_modified":"2026-10-23"},{"text":"Mobile money usage among refugees saw a dramatic increase from 29% to 61% between the baseline and endline, driven by a 2020 policy change allowing refugees to own SIM cards in their own names.","ai_generated":true,"unit":"fsdafri-000134#insight-2","date_modified":"2026-10-23"},{"text":"Non-employment income, including cash and voucher assistance from the World Food Programme (WFP), remains the primary income source for 87% of refugees, though recipients reported significant reductions in aid, such as a 60% cut in cash-based transfers in Nakivale.","ai_generated":true,"unit":"fsdafri-000134#insight-3","date_modified":"2026-10-23"},{"text":"Gender disparities exist in livelihoods; men are more likely to have regular employment and contractual work, while women-owned businesses tend to be smaller, concentrated in low-margin sectors like vegetable stalls, and less likely to grow.","ai_generated":true,"unit":"fsdafri-000134#insight-4","date_modified":"2026-10-23"},{"text":"There was a sharp increase in refugees keeping cash at home, rising from 29% at baseline to 59% at endline, primarily to ensure immediate access to funds for health emergencies.","ai_generated":true,"unit":"fsdafri-000134#insight-5","date_modified":"2026-10-23"},{"text":"Formal financial services are underutilized due to high transaction costs—sometimes reaching 15,000 UGX to access funds—and the need to travel long distances, with some refugees walking two hours each way to reach an agent.","ai_generated":true,"unit":"fsdafri-000134#insight-6","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic caused a more severe income decrease for refugees than for host communities, with 72% of respondents in Nakivale reporting a significant decrease in income.","ai_generated":true,"unit":"fsdafri-000134#insight-7","date_modified":"2026-10-23"},{"text":"Refugees face high expenditures on charcoal for heating and cooking, spending an average of 35,000 UGX per month, which the report identifies as an opportunity for PAYGo solar and clean energy solutions.","ai_generated":true,"unit":"fsdafri-000134#insight-8","date_modified":"2026-10-23"},{"text":"Financial health varies by region, with Bidi Bidi (69.7%) and Palorinya (56.7%) showing higher levels than Nakivale (15.6%) and Kampala (15.4%).","ai_generated":true,"unit":"fsdafri-000134#insight-9","date_modified":"2026-10-23"},{"text":"Medical costs have risen significantly, with the median cost for medicine increasing from 5,000 UGX at baseline to 20,000 UGX at endline.","ai_generated":true,"unit":"fsdafri-000134#insight-10","date_modified":"2026-10-23"}],"climate_tags":["microfinance"],"geography_discussed":["South Sudan","Democratic Republic of the Congo","Moyo"],"frame_perspective":[],"analysis_type":["comparative analysis","longitudinal study","qualitative research","quantitative research"]},{"id":"fsdafri-000095","url":"https://climateinsightsdirectory.org/document/fsdafri-000095","title":"Assessing the opportunity for remittance-linked insurance products in sub-Saharan Africa","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"research paper","language":"en","date_published":"2022-01","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/Assessing-the-opportunity-for-remittance-linked-insurance-products-in-sub-Saharan-Africa_January-2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examines the risk management needs of migrants in South Africa sending money to Ghana, Malawi, and Zimbabwe. It finds that senders are primarily concerned with health events, death, and job loss, as these risks threaten their ability to provide financial support to families. While there is interest in insurance for health and funeral costs for both senders and receivers, most currently rely on informal coping mechanisms like savings and borrowing from family. The report suggests that RLIPs should feature clear terms, small discretionary premiums, and a focus on the resilience of loved ones to be successful.","ai_generated":true,"unit":"fsdafri-000095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Remittance senders in the studied corridors share similar primary concerns for their own well-being, specifically events related to death, health issues, and loss of income, as these events directly impact their ability to send money home.","ai_generated":true,"unit":"fsdafri-000095#insight-1","date_modified":"2026-10-23"},{"text":"There is a strong preference among senders for insurance products that cover health costs, funeral or burial expenses (including repatriation of the body), and income loss due to unemployment.","ai_generated":true,"unit":"fsdafri-000095#insight-2","date_modified":"2026-10-23"},{"text":"For receivers, senders are most concerned about education costs, health events, and funeral expenses, though there is a mismatch between these concerns and the products they are willing to buy; they are most willing to purchase insurance for death, education, and health costs.","ai_generated":true,"unit":"fsdafri-000095#insight-3","date_modified":"2026-10-23"},{"text":"Current risk management for both senders and receivers relies almost exclusively on informal mechanisms, such as personal savings and borrowing from friends or family, with very little use of formal insurance or registered financial institutions.","ai_generated":true,"unit":"fsdafri-000095#insight-4","date_modified":"2026-10-23"},{"text":"Ghanaian remittance senders exhibit a higher level of mistrust toward formal financial services compared to other corridors, emphasizing a need for detailed terms and conditions and evidence of the product's success for others.","ai_generated":true,"unit":"fsdafri-000095#insight-5","date_modified":"2026-10-23"},{"text":"Effective RLIP design should prioritize microinsurance with small, discretionary premiums collected per remittance, clear and concise terms, and the potential for targeted savings wallets to provide more flexibility than traditional insurance.","ai_generated":true,"unit":"fsdafri-000095#insight-6","date_modified":"2026-10-23"}],"climate_tags":["risk management"],"geography_discussed":["Ghana","Malawi","Zimbabwe","sub-Saharan Africa","Cameroon"],"frame_perspective":[],"analysis_type":["demand-side perspective","qualitative research","quantitative survey"]},{"id":"sei-001553","url":"https://climateinsightsdirectory.org/document/sei-001553","title":"Beyond closing the loop – integrating social considerations into circular economy transitions in cities","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022","source_url":"https://www.sei.org/wp-content/uploads/2020/01/rezaie-et-al.-2022-beyond-closing-the-loop.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines stakeholder perceptions of the circular economy (CE) transition in Umeå, Sweden. It finds that current social impact considerations are narrow, focusing primarily on employment shifts and community cohesion, while neglecting health, well-being, and property rights. The authors argue for a broader assessment framework that includes job quality, accessibility for vulnerable groups, and the implications of digitalization.","ai_generated":true,"unit":"sei-001553#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Stakeholders in Umeå generally perceive the circular economy as a means to achieve positive environmental and economic gains, often associating it with the sharing economy and sustainability. Their understanding focuses on four main areas: prolonging product lifespans through reusing, rethinking, and recycling; sharing initiatives; sustainable production and consumption; and the use of renewable resources.","ai_generated":true,"unit":"sei-001553#insight-1","date_modified":"2026-10-23"},{"text":"Employment is the most frequently discussed social impact area, with stakeholders identifying potential job gains from CE strategies but also significant job losses in the retail market, construction sector, and car industry. There is a noted risk that local circular gains could lead to negative impacts on exporting nations with emerging economies.","ai_generated":true,"unit":"sei-001553#insight-2","date_modified":"2026-10-23"},{"text":"While many stakeholders believe CE initiatives can enhance social cohesion and trust by creating new social ties, others highlight pitfalls. These include the lack of sustainability in some sharing services (e.g., Uber), physical and digital accessibility barriers, and the time-intensive nature of CE activities.","ai_generated":true,"unit":"sei-001553#insight-3","date_modified":"2026-10-23"},{"text":"There is a perceived social divide in the governance of Umeå's CE transition. Many stakeholders, particularly from civil society, feel that current collaborations are insufficient and that grassroots participation is limited to those already supportive of the vision.","ai_generated":true,"unit":"sei-001553#insight-4","date_modified":"2026-10-23"},{"text":"Digital transformation within the circular economy is identified as a risk for marginalized groups, specifically elderly people and migrants, who may lack the necessary technology and skills for digital empowerment.","ai_generated":true,"unit":"sei-001553#insight-5","date_modified":"2026-10-23"},{"text":"The study concludes that social impact considerations in circular city transitions are currently too narrow. The authors recommend expanding assessments to include job quality (rather than just quantity), the accessibility of initiatives, and the impacts on personal and property rights, which are currently barely discussed.","ai_generated":true,"unit":"sei-001553#insight-6","date_modified":"2026-10-23"}],"climate_tags":["circular economy","employment","waste management","greenhouse gas emissions"],"geography_discussed":["Europe","People's Republic of China"],"frame_perspective":[],"analysis_type":["stakeholder analysis","qualitative research","case study"]},{"id":"wwf-000361","url":"https://climateinsightsdirectory.org/document/wwf-000361","title":"Acciones para promover la Gobernanza Transparente de los Recursos Naturales","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"executive summary","language":"es","date_published":"2021-10","source_url":"https://www.worldwildlife.org/documents/377/2yj5xit2z3_Resumen_Ejecutivo_TGNR_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The TGNR project identifies a symbiotic relationship between corruption and organized crime that drives four main 'motors' of environmental degradation in Colombia: illegal gold mining, timber trafficking, wildlife trafficking, and illegal land appropriation. The report argues that corruption allows criminals to access power, while organized crime provides corrupt officials with illicit services like violence and extortion. To counter this, the project recommends legal reforms (such as classifying environmental crimes as predicate offenses for money laundering), strengthening state institutions, improving technological information systems to reduce official discretion, and empowering local communities to reduce their vulnerability to criminal networks. The document emphasizes that these illegal activities threaten Colombia's national security by funding armed groups and cause significant economic losses through tax evasion and 'criminal dumping'.","ai_generated":true,"unit":"wwf-000361#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a symbiotic relationship between corruption and organized crime in the management of natural resources. Corruption enables criminal actors to access decision-making power through bribes, while organized crime provides corrupt political and economic actors with illicit services, such as extortion, forced displacement, and assassination, to achieve their goals without detection.","ai_generated":true,"unit":"wwf-000361#insight-1","date_modified":"2026-10-23"},{"text":"The project identifies four primary 'motors' driving deforestation and biodiversity loss: illegal open-pit alluvial gold mining (covering extraction, processing, commercialization, and export), timber trafficking (focusing on the legal value chain of natural forest wood), wildlife trafficking (including illegal hunting, transport, and sale), and illegal land appropriation in specially protected areas.","ai_generated":true,"unit":"wwf-000361#insight-2","date_modified":"2026-10-23"},{"text":"To combat these drivers, the report proposes specific legal modifications, including updating Article 46 of Law 1952 of 2019 (Unique Disciplinary Code) and amending Article 323 of the Penal Code to recognize environmental crimes as source crimes for money laundering.","ai_generated":true,"unit":"wwf-000361#insight-3","date_modified":"2026-10-23"},{"text":"The report recommends improving technological tools and information systems to reduce the discretion of public officials in registering permits for the use, transport, and commercialization of products, which currently facilitates the 'whitening' of illegal products.","ai_generated":true,"unit":"wwf-000361#insight-4","date_modified":"2026-10-23"},{"text":"Illegal resource exploitation and land appropriation pose a national security threat because they generate profits comparable to drug trafficking, which are used to fund organized armed groups (GAO and GAOR) that control territories and weaken state institutions through corruption.","ai_generated":true,"unit":"wwf-000361#insight-5","date_modified":"2026-10-23"},{"text":"The illegal economy causes economic instability through 'criminal dumping,' where illegal profits from gold, timber, or wildlife are used to buy foreign goods (e.g., jewelry in Panama or clothing in China) and import them to Colombia at prices lower than the legal market, harming legitimate businesses.","ai_generated":true,"unit":"wwf-000361#insight-6","date_modified":"2026-10-23"},{"text":"Environmental crimes are linked to severe social and health impacts, including zoonotic diseases from wildlife trafficking, mercury poisoning from gold mining, the murder of environmental leaders, child prostitution, and human trafficking, particularly in the 'Triple Border' region of Colombia, Peru, and Brazil.","ai_generated":true,"unit":"wwf-000361#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","biodiversity loss","climate change","environmental governance"],"geography_discussed":["Peru","Brazil"],"frame_perspective":[],"analysis_type":["qualitative research","policy analysis"]},{"id":"fsdafri-000139","url":"https://climateinsightsdirectory.org/document/fsdafri-000139","title":"Financial Inclusion for Refugees (FI4R) Results of Round 3 Diaries","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2021-08-04","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/FI4R-Diaries-Round-3-Insights-Digitization-of-saving-groups-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that COVID-19 significantly reduced refugee incomes from employment and self-employment, leaving non-employment income as the primary source of support. While there is openness to digitizing savings groups to improve speed and safety, significant barriers remain, including low smartphone ownership, high transaction costs, and fears that digital tools may undermine group cohesion and meeting attendance.","ai_generated":true,"unit":"fsdafri-000139#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 pandemic caused a decline in refugee livelihoods, specifically reducing income from regular employment due to school closures and decreasing self-employment revenue because of travel restrictions and reduced customer spending.","ai_generated":true,"unit":"fsdafri-000139#insight-1","date_modified":"2026-10-23"},{"text":"Non-employment income, consisting of support from governments, NGOs, and aid agencies, remains the primary source of income for refugees, as it provides more consistent support than seasonal or short-term work.","ai_generated":true,"unit":"fsdafri-000139#insight-2","date_modified":"2026-10-23"},{"text":"There has been a general decrease in the use of financial instruments due to reduced cash flow, with the exception of shop credit. Cash remains the preferred mode for most transactions, including savings in ASCAs and ROSCAs.","ai_generated":true,"unit":"fsdafri-000139#insight-3","date_modified":"2026-10-23"},{"text":"Refugee households experienced increased vulnerability during the study period, with 53% of respondents reporting hospitalizations and half of the households having children sent home from school due to COVID-19 or lack of fees.","ai_generated":true,"unit":"fsdafri-000139#insight-4","date_modified":"2026-10-23"},{"text":"While refugees value the speed, safety, and privacy of digital financial services, adoption is hindered by low smartphone ownership (27%), high mobile money charges, and poor network availability.","ai_generated":true,"unit":"fsdafri-000139#insight-5","date_modified":"2026-10-23"},{"text":"There is a perceived risk that digitizing savings groups could negatively impact social dynamics, potentially leading to decreased meeting attendance and difficulties in sharing out funds due to transaction fees.","ai_generated":true,"unit":"fsdafri-000139#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["South Sudan","Juba","Adjumani"],"frame_perspective":[],"analysis_type":["longitudinal study","qualitative research","quantitative research"]},{"id":"wwf-000468","url":"https://climateinsightsdirectory.org/document/wwf-000468","title":"Transparent governance of natural resources in Colombia","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021-08","source_url":"https://www.worldwildlife.org/documents/790/44nq21n9tm_Final_Report_TGNR_English.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the intersection of corruption and organized crime within four primary drivers of environmental degradation in Colombia: illegal gold mining, illegal logging, wildlife trafficking, and land grabbing. It identifies systemic institutional weaknesses, such as deficient traceability systems and the instrumentalization of subsistence regimes, which allow 'invisible' economic and political elites to finance illicit activities through proxies and criminal networks. The document provides detailed recommendations for regulatory reform, including amending the Criminal Code to link environmental crimes to money laundering, improving the interoperability of environmental information systems, and implementing a 'traffic light' security risk assessment for territorial interventions.","ai_generated":true,"unit":"wwf-000468#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Illegal gold mining in Chocó is facilitated by deficient registration of subsistence miners, where criminal networks instrumentalize local communities to register as miners to inflate production and launder illegal gold.","ai_generated":true,"unit":"wwf-000468#insight-1","date_modified":"2026-10-23"},{"text":"The illegal logging value chain relies on 'bosses' or 'proxies' who act as middlemen, tricking local communities into harvesting non-permitted species or volumes, which serves as the first stage of timber laundering.","ai_generated":true,"unit":"wwf-000468#insight-2","date_modified":"2026-10-23"},{"text":"Wildlife trafficking is enabled by the abuse of legal subsistence hunting and fishing prerogatives, which are used as mechanisms to illegally obtain specimens and facilitate their laundering into legal markets.","ai_generated":true,"unit":"wwf-000468#insight-3","date_modified":"2026-10-23"},{"text":"Land grabbing in the Northwestern Arc of the Amazon is primarily enabled by the development and consolidation of road networks, often through illegal roads promoted by local authorities or Mafia-style groups.","ai_generated":true,"unit":"wwf-000468#insight-4","date_modified":"2026-10-23"},{"text":"A class of 'invisible' actors—individuals with significant economic and political power—finance and lead these illegal economies while remaining hidden by using proxies and criminal networks.","ai_generated":true,"unit":"wwf-000468#insight-5","date_modified":"2026-10-23"},{"text":"Environmental crimes in Colombia are often underestimated as misdemeanors by law enforcement and judicial authorities, who prioritize other crimes like drug trafficking.","ai_generated":true,"unit":"wwf-000468#insight-6","date_modified":"2026-10-23"},{"text":"There is a critical lack of interoperability and quality in environmental information systems, which hinders the ability of the state to track natural resources and prosecute environmental crimes.","ai_generated":true,"unit":"wwf-000468#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies a 'criminal dumping' phenomenon where illegal profits from gold, timber, or wildlife are used to import cheap goods (e.g., jewelry or clothing) into Colombia, undermining legal businesses.","ai_generated":true,"unit":"wwf-000468#insight-8","date_modified":"2026-10-23"},{"text":"Environmental crimes are linked to national security threats as they provide lucrative funding for organized armed groups (GAO), the ELN, and FARC dissidents to maintain territorial control.","ai_generated":true,"unit":"wwf-000468#insight-9","date_modified":"2026-10-23"},{"text":"The report proposes a 'traffic light assessment' to evaluate security risks before intervening in territories, ensuring that actions do not increase the risk to social leaders and local communities.","ai_generated":true,"unit":"wwf-000468#insight-10","date_modified":"2026-10-23"}],"climate_tags":["illegal logging","land grabbing","deforestation","biodiversity loss","environmental governance","natural resource management","climate change","greenhouse gas emissions","forest degradation"],"geography_discussed":["Chocó Department","Putumayo Department","Amazonas Department","Nariño Department","Guaviare Department","Caquetá Department","Meta Department","Leticia"],"frame_perspective":[],"analysis_type":["corruption risk analysis","value chain analysis","qualitative research"]},{"id":"iisd-001127","url":"https://climateinsightsdirectory.org/document/iisd-001127","title":"Building Momentum for a Just Transition in Canada: Perspectives from civil society","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021-04","source_url":"https://www.iisd.org/system/files/2021-04/building-just-transition-canada-civil-society.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes perspectives from 48 Canadian civil society organizations on the just transition. It finds a broad consensus on the need for employment security, 'good jobs', and equity for marginalized groups, particularly Indigenous Peoples. The document argues that while Canada has a high capacity for transition, there are significant political gaps, including a lack of institutionalized tripartite processes and the influence of corporate interests. It recommends the implementation of a Just Transition Act, the end of fossil fuel subsidies, and increased support for municipal and Indigenous-led projects. Civil society is positioned as a vital complement to official processes through research, capacity building, and public awareness campaigns.","ai_generated":true,"unit":"iisd-001127#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Civil society organizations in Canada identify employment security and \"good jobs\"—defined as decent work providing fair income, security, and social protection—as the primary core tenets of a just transition.","ai_generated":true,"unit":"iisd-001127#insight-1","date_modified":"2026-10-23"},{"text":"There is a strong consensus that a just transition must prioritize equity for marginalized communities, specifically focusing on Indigenous inclusion, the remediation of colonial legacies, and the ratification of the UN Declaration on the Rights of Indigenous Peoples (UNDRIP).","ai_generated":true,"unit":"iisd-001127#insight-2","date_modified":"2026-10-23"},{"text":"Respondents argue that a just transition should expand the definition of \"green jobs\" to include the care economy and spillover roles, such as zero-emission bus drivers, noting that the COVID-19 pandemic disproportionately affected women and people of colour in care work.","ai_generated":true,"unit":"iisd-001127#insight-3","date_modified":"2026-10-23"},{"text":"Political obstacles are viewed as more significant than technical gaps, with top barriers identified as political polarization, regional alienation, and the influence of corporate power over progressive politicians.","ai_generated":true,"unit":"iisd-001127#insight-4","date_modified":"2026-10-23"},{"text":"Canada is perceived as lagging behind European countries in institutionalizing just transition processes, specifically regarding the lack of effective tripartite social dialogue between government, employers, and labour.","ai_generated":true,"unit":"iisd-001127#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies several critical government actions needed to facilitate the transition, including the implementation of a Just Transition Act, the elimination of fossil fuel subsidies, and the adoption of a green industrial policy.","ai_generated":true,"unit":"iisd-001127#insight-6","date_modified":"2026-10-23"},{"text":"Electric vehicle (EV) manufacturing, particularly medium- and heavy-duty zero-emission vehicles, is identified as a sector where Canada possesses a comparative advantage for job growth and exports if supported by political will.","ai_generated":true,"unit":"iisd-001127#insight-7","date_modified":"2026-10-23"},{"text":"Civil society groups are positioned to complement official processes by conducting research on green job creation, building community leadership skills, and raising public awareness through solution-focused communications.","ai_generated":true,"unit":"iisd-001127#insight-8","date_modified":"2026-10-23"},{"text":"The report emphasizes that a just transition in Canada must extend its scope to the Global South to ensure that domestic industrial strategies do not cause harm to workers in developing countries.","ai_generated":true,"unit":"iisd-001127#insight-9","date_modified":"2026-10-23"}],"climate_tags":["just transition","low-carbon economy","green job","climate finance","fossil fuel subsidy","industrial policy","electric vehicle","zero-emissions vehicle","indigenous rights","Net-zero emissions","green recovery"],"geography_discussed":["Europe","Denmark","Norway","Alberta","British Columbia","Ontario"],"frame_perspective":[],"analysis_type":["stakeholder analysis","policy review","qualitative research"]},{"id":"prio-001358","url":"https://climateinsightsdirectory.org/document/prio-001358","title":"Migrant Political Engagement and Voting from Abroad","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2021","source_url":"https://cdn.cloud.prio.org/files/fba23bc2-02cc-4c0c-809c-d88bffb4dc10/Erdal - Migrant Political Engagement and Voting from Abroad PRIO Paper 2021.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report presents findings from 80 semi-structured interviews with Polish and Romanian migrants in Barcelona and Oslo. It explores how these individuals perceive democracy, corruption, and social rights in their host and origin countries, and analyzes the motivations and barriers associated with voting from abroad. Key findings indicate that while migration can broaden perspectives, it rarely fundamentally shifts core political alignments. Voting behaviour is influenced by a mix of national identity, tactical goals, and practical accessibility, with mobilisation occurring primarily through personal networks rather than state-led campaigns.","ai_generated":true,"unit":"prio-001358#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Voting behaviour among migrants is fluid rather than binary; most have voted at various times, both before and after migrating, while very few consistently vote or never vote.","ai_generated":true,"unit":"prio-001358#insight-1","date_modified":"2026-10-23"},{"text":"There is a lack of consensus within diasporas regarding the right to vote from abroad, as the desire for national belonging often conflicts with concerns over democratic legitimacy.","ai_generated":true,"unit":"prio-001358#insight-2","date_modified":"2026-10-23"},{"text":"Technical barriers and the lack of perceived viable political options are significant obstacles to diaspora voting, though the latter is viewed as a larger hurdle than technical facilitation.","ai_generated":true,"unit":"prio-001358#insight-3","date_modified":"2026-10-23"},{"text":"State-led efforts to increase electoral turnout among migrants are largely ineffective or unnoticed; mobilisation is instead driven by transnational and personal networks.","ai_generated":true,"unit":"prio-001358#insight-4","date_modified":"2026-10-23"},{"text":"Migration generally does not cause a fundamental shift in political orientation (such as moving from right-wing to left-wing), although it may lead to the formation of new opinions on specific issues.","ai_generated":true,"unit":"prio-001358#insight-5","date_modified":"2026-10-23"},{"text":"Some migrants engage in 'proxy' voting, where their ballot reflects the views of family or friends in the country of origin rather than their own personal beliefs.","ai_generated":true,"unit":"prio-001358#insight-6","date_modified":"2026-10-23"},{"text":"Migrants generally do not believe that social or political solutions from Norway or Spain should be directly applied to Poland or Romania due to perceived systemic differences.","ai_generated":true,"unit":"prio-001358#insight-7","date_modified":"2026-10-23"},{"text":"Perceptions of democracy and corruption vary by nationality and location; Romanians in both cities generally view corruption as worse in Romania than in Spain or Norway, while Poles in Barcelona often see corruption levels as comparable between Poland and Spain/Norway.","ai_generated":true,"unit":"prio-001358#insight-8","date_modified":"2026-10-23"},{"text":"There is a near-unanimous view among respondents that Spain and Norway provide better protection for the rights of sexual minorities than Poland and Romania.","ai_generated":true,"unit":"prio-001358#insight-9","date_modified":"2026-10-23"},{"text":"Polish migrants in Oslo perceive their community as more temporary and less integrated than Polish migrants in Barcelona, which correlates with a lower perceived influence of the host environment on their political views.","ai_generated":true,"unit":"prio-001358#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Poland","Romania","Spain","Norway"],"frame_perspective":[],"analysis_type":["qualitative research","semi-structured interviews","comparative analysis"]},{"id":"prio-001499","url":"https://climateinsightsdirectory.org/document/prio-001499","title":"Taking part in society the way I am","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2021","source_url":"https://cdn.cloud.prio.org/files/0860edcb-92b7-4283-9d43-54be2a3c655c/Jdid 2021 Taking part in society the way I am PhD diss.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research explores the concept of 'active citizenship' as a differentiating norm in Denmark and Norway, rather than just a descriptive term for civic engagement. Through ethnographic fieldwork in Oslo and Copenhagen, the author finds that while many people align with official policy goals—such as volunteering in local, child-centred, and secular arenas—marginalized individuals often resist these narrow definitions. The study argues that active citizenship is frequently used to create boundaries between 'good citizens' (who are typically imagined as middle-class, able-bodied, and culturally similar) and 'failed' or 'tolerated' citizens. The author advocates for a 'differentiated universalism' that recognizes informal care, faith-based engagement, and transnational activities as valid forms of societal contribution, moving beyond the binary of active versus passive citizenship.","ai_generated":true,"unit":"prio-001499#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Active citizenship functions as a differentiating norm that creates moral boundaries between 'good citizens' and those deemed 'not-good-enough', often based on gendered, classed, racialized, and ableist characteristics.","ai_generated":true,"unit":"prio-001499#insight-1","date_modified":"2026-10-23"},{"text":"The 'idealized good citizen' is conceptualized through specific emic terms such as 'overskud' (surplus) in Danish and 'det lille ekstra' (something extra) in Norwegian, referring to the accumulation of tangible and intangible resources like time, health, and money.","ai_generated":true,"unit":"prio-001499#insight-2","date_modified":"2026-10-23"},{"text":"In Norway, the concept of 'trygghet' (security) and 'ballast' (fundament) are viewed as essential childhood attributes that enable an individual to become a responsible and active citizen.","ai_generated":true,"unit":"prio-001499#insight-3","date_modified":"2026-10-23"},{"text":"Danish participants emphasize 'ordentlighed' (respectability or decency) as a fundamental characteristic of a good citizen, which is often taught through behavioral pedagogies in the home and leisure associations.","ai_generated":true,"unit":"prio-001499#insight-4","date_modified":"2026-10-23"},{"text":"Parental engagement in local, child-centred leisure associations is viewed as a primary 'admission ticket' to the community of value, particularly for minoritized mothers who feel the need to prove their contribution to society.","ai_generated":true,"unit":"prio-001499#insight-5","date_modified":"2026-10-23"},{"text":"The Norwegian practice of 'dugnad' (unpaid community work) is perceived as a mandatory moral obligation, and failure to participate can lead to being viewed as not 'properly' Norwegian.","ai_generated":true,"unit":"prio-001499#insight-6","date_modified":"2026-10-23"},{"text":"There is a perceived hierarchy of participation spaces, where 'majority arenas' (secular, local associations) are valued over 'immigrant associations' or faith-based arenas, which are sometimes viewed as promoting self-segregation.","ai_generated":true,"unit":"prio-001499#insight-7","date_modified":"2026-10-23"},{"text":"Marginalized individuals, such as the elderly or chronically ill, contest the active/passive dichotomy by framing informal care and interpersonal support as valuable societal contributions.","ai_generated":true,"unit":"prio-001499#insight-8","date_modified":"2026-10-23"},{"text":"Individuals with refugee backgrounds often view their civic responsibility through a transnational lens, where engagement in their country of origin or in ethnic associations is a way of preserving democracy and helping others.","ai_generated":true,"unit":"prio-001499#insight-9","date_modified":"2026-10-23"},{"text":"In disadvantaged neighbourhoods like Sydhavn and Tøyen, active citizenship is often expressed as a 'fight' or resistance against gentrification and top-down municipality-led regeneration processes.","ai_generated":true,"unit":"prio-001499#insight-10","date_modified":"2026-10-23"},{"text":"The 'SydhavnsCompagniet' (SC) in Copenhagen implements a 'horizontal volunteerism' model that allows vulnerable citizens to contribute according to their daily capacity, challenging the structured requirements of traditional volunteering.","ai_generated":true,"unit":"prio-001499#insight-11","date_modified":"2026-10-23"},{"text":"Racialized minorities often experience 'conditional belonging', where they must 'walk the extra mile' or perform 'extra work' in the public sphere to be recognized as good citizens.","ai_generated":true,"unit":"prio-001499#insight-12","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Oslo","Copenhagen","Tøyen","Holmlia","Røa","Sydhavn","Østerbro"],"frame_perspective":[],"analysis_type":["ethnography","intersectional analysis","comparative study","qualitative research"]},{"id":"issafri-002233","url":"https://climateinsightsdirectory.org/document/issafri-002233","title":"Resilience and dialogue: Preventing violent extremism in Nairobi, Wajir and Kwale Counties in Kenya","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2020-11","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/ear-33.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines community resilience and dialogue as tools to prevent violent extremism in three Kenyan counties. It identifies key risk factors, such as police brutality and socio-economic marginalisation, while highlighting existing strengths like inter-group collaboration. The authors argue for a shift from specific P/CVE interventions to broader, P/CVE-relevant development goals to reduce vulnerability.","ai_generated":true,"unit":"issafri-002233#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Several systemic risk factors increase vulnerability to violent extremism, including socio-economic deprivation, marginalisation, and deep-seated distrust of security agencies caused by human rights violations.","ai_generated":true,"unit":"issafri-002233#insight-1","date_modified":"2026-10-23"},{"text":"Police misconduct, including profiling, harassment, and extrajudicial killings, acts as a primary driver for radicalisation, as victims and their families may join extremist groups to seek protection or revenge.","ai_generated":true,"unit":"issafri-002233#insight-2","date_modified":"2026-10-23"},{"text":"Economic hardship, unemployment, and a lack of opportunity make individuals susceptible to recruitment, with some families in Nairobi and Wajir reportedly encouraging youth to join al-Shabaab for financial gain.","ai_generated":true,"unit":"issafri-002233#insight-3","date_modified":"2026-10-23"},{"text":"Existing community resilience is evident through inter-group socialisation in cosmopolitan Nairobi, the use of counter-narratives via social media in Kwale, and established civic engagement networks in Wajir.","ai_generated":true,"unit":"issafri-002233#insight-4","date_modified":"2026-10-23"},{"text":"Dialogue within communities is obstructed by ethno-religious tensions, a lack of trust in elders, and the systemic exclusion of women from decision-making processes.","ai_generated":true,"unit":"issafri-002233#insight-5","date_modified":"2026-10-23"},{"text":"Dialogue between communities and the justice sector is hindered by the high cost of legal representation, delayed court proceedings, and a lack of accountability for historical injustices and land grabbing.","ai_generated":true,"unit":"issafri-002233#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends a policy shift from P/CVE-specific interventions to 'P/CVE-relevant' interventions that focus on reducing general vulnerability through socio-economic and governance development.","ai_generated":true,"unit":"issafri-002233#insight-7","date_modified":"2026-10-23"}],"climate_tags":["community resilience","human rights","economic development"],"geography_discussed":["Somalia","Nigeria"],"frame_perspective":[],"analysis_type":["qualitative research","policy analysis"]},{"id":"pari-000029","url":"https://climateinsightsdirectory.org/document/pari-000029","title":"Watched, Excluded, Truth: Foucault and the Limpopo Municipality","publisher":{"name":"Public Affairs Research Institute","organization":"public-affairs-research-institute"},"document_type":"research paper","language":"en","date_published":"2020-10-09","source_url":"https://pari.org.za/watched-excluded-truth-foucault-limpopo-municipality/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research examines a period of extreme instability in the Mogalakwena Local Municipality following the violent return of ousted mayor Tlhalefi Mashamaite in November 2014. Using a Foucauldian framework, the author argues that the new leadership employed 'regimes of visibility, exclusion, and truth' to discipline and co-opt municipal officials who had been loyal to the previous municipal manager, Willy Kekana. The study details how techniques such as strategic surveillance, irregular HR practices, and forced public narratives were used to create a toxic environment of fear and uncertainty, effectively subjugating the professional bureaucracy to the new political regime.","ai_generated":true,"unit":"pari-000029#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The return of ousted mayor Tlhalefi Mashamaite in November 2014 was marked by violence and brutality, involving the South African Police Service (SAPS) using tear gas and rubber bullets to forcibly expel employees and security guards loyal to municipal manager Willy Kekana.","ai_generated":true,"unit":"pari-000029#insight-1","date_modified":"2026-10-23"},{"text":"The ruling power established a 'regime of exclusion' by physically barring striking officials from their offices under the pretext of needing to be 'reregistered inside the system,' forcing them to wait in the sun to assert their subordinate status.","ai_generated":true,"unit":"pari-000029#insight-2","date_modified":"2026-10-23"},{"text":"Institutional exclusion was further enforced through the manipulation of human resources, including the strategic bypassing of HR managers in recruitment, the use of irregular appointment processes, and the systematic alienation of experienced staff.","ai_generated":true,"unit":"pari-000029#insight-3","date_modified":"2026-10-23"},{"text":"A 'regime of visibility' was implemented to intimidate bureaucrats, featuring the deployment of 27 municipality-paid bodyguards and the strategic placement of observers in corridors to monitor officials' interactions and movements.","ai_generated":true,"unit":"pari-000029#insight-4","date_modified":"2026-10-23"},{"text":"The leadership imposed a 'regime of truth' that coerced officials into publicly adopting narratives that legitimized the new power structure and expressed regret for striking, regardless of their private beliefs, as a means of professional survival.","ai_generated":true,"unit":"pari-000029#insight-5","date_modified":"2026-10-23"},{"text":"The combination of surveillance, exclusion, and forced narratives created a toxic working environment characterized by profound fear, mistrust, and a 'culture of silence' that diminished employee motivation and professional functionality.","ai_generated":true,"unit":"pari-000029#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Limpopo","Mokopane"],"frame_perspective":[],"analysis_type":["case study","qualitative research","theoretical application"]},{"id":"gga-000215","url":"https://climateinsightsdirectory.org/document/gga-000215","title":"A STUDY TOWARDS DEEPENING FISCAL DECENTRALIZATION FOR EFFECTIVE LOCAL SERVICE DELIVERY IN GHANA","publisher":{"name":"Good Governance Africa","organization":"good-governance-africa"},"document_type":"report","language":"en","date_published":"2020-05","source_url":"https://digitalmallblobstorage.blob.core.windows.net/wp-content/2020/06/FISCAL-DECENTRALIZATION_co.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that Ghana's fiscal decentralization is undermined by a heavy reliance on unpredictable central government transfers, fragmented allocation mechanisms, and weak local capacity to mobilize Internally Generated Funds (IGF). It recommends synchronizing fund release cycles with local budget preparation, reviewing laws governing the District Assemblies Common Fund (DACF) and Stool Lands revenue, and investing in revenue management technology and staff training.","ai_generated":true,"unit":"gga-000215#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is no single 'best practice' system of fiscal decentralization in sub-Saharan Africa for wholesale adoption; instead, structures must be designed based on a country's specific context and objectives.","ai_generated":true,"unit":"gga-000215#insight-1","date_modified":"2026-10-23"},{"text":"Intergovernmental transfer mechanisms in Ghana are fragmented and poorly understood by MMDAs. Specifically, deductions from the District Assembly Common Fund (DACF) for various interventions are often made on an ad-hoc basis rather than through a transparent formula, undermining predictability and transparency.","ai_generated":true,"unit":"gga-000215#insight-2","date_modified":"2026-10-23"},{"text":"MMDAs suffer from a lack of budgetary autonomy because central government frequently earmarks funds and makes direct deductions from the DACF for centrally determined priorities, such as the School Feeding Programme and NYEP, often without consulting local assemblies.","ai_generated":true,"unit":"gga-000215#insight-3","date_modified":"2026-10-23"},{"text":"The timing of fund releases is inconsistent and does not align with the MMDA budget cycle, as the DACF formula is often developed during the budget execution phase rather than the preparation phase, which hinders effective local planning.","ai_generated":true,"unit":"gga-000215#insight-4","date_modified":"2026-10-23"},{"text":"Local revenue mobilization is weak due to outdated property databases, a lack of consistent property valuations, and insufficient resources for enforcement. In some districts, such as Ejisu and Upper Manya Krobo, the use of electronic databases for revenue management is particularly weak.","ai_generated":true,"unit":"gga-000215#insight-5","date_modified":"2026-10-23"},{"text":"There is a significant trust gap between MMDAs and local rate payers; citizens are often unwilling to pay taxes because they perceive a lack of visible development and suspect the misappropriation of funds by assembly officials.","ai_generated":true,"unit":"gga-000215#insight-6","date_modified":"2026-10-23"},{"text":"Political interference, particularly during election periods, undermines revenue collection as MMDCEs may avoid enforcing bye-laws or prosecuting tax defaulters to avoid losing votes.","ai_generated":true,"unit":"gga-000215#insight-7","date_modified":"2026-10-23"},{"text":"The disbursement of Stool Lands revenue lacks transparency, as beneficiaries are not informed of the total amounts collected, and the process for allocation between Assemblies and Traditional Authorities is often contested.","ai_generated":true,"unit":"gga-000215#insight-8","date_modified":"2026-10-23"}],"climate_tags":["governance"],"geography_discussed":["Accra","Ejisu Municipal District","Upper Manya Krobo District","South Africa","Tanzania","Uganda"],"frame_perspective":[],"analysis_type":["policy assessment","qualitative research"]},{"id":"prio-001532","url":"https://climateinsightsdirectory.org/document/prio-001532","title":"Students Taking to the Streets: Mobilizing for a Secular Lebanon","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2020","source_url":"https://cdn.cloud.prio.org/files/cde8419e-d27f-45a6-aaa9-0f026b6ff8f5/MA_thesis_Anstorp_2020.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document examines the rise of the AUB Secular Club (ASC) as a case study for the broader secular student movement in Lebanon. It argues that while partisan clubs rely on material resources and clientelist patronage from national political parties, the ASC has leveraged a potent anti-establishment frame and immaterial resources—such as human and cultural capital—to win student council seats. The study highlights the contrast between the 'vertical' networks of sectarian loyalty and the 'horizontal' mobilization of the secular movement, suggesting that university campuses serve as laboratories for nonsectarian political representation in a deeply divided society.","ai_generated":true,"unit":"prio-001532#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The AUB Secular Club (ASC) has significantly challenged the dominance of sectarian political parties in student council elections since 2012, winning between 15-33% of all seats in the University Student Faculty Committee (USFC) between 2012 and 2018.","ai_generated":true,"unit":"prio-001532#insight-1","date_modified":"2026-10-23"},{"text":"Partisan student clubs maintain power through a reciprocal relationship with national political parties' youth wings, which provide extensive material funding, training, and strategic coordination.","ai_generated":true,"unit":"prio-001532#insight-2","date_modified":"2026-10-23"},{"text":"Sectarian clubs employ clientelist 'vote-buying' tactics, such as providing access to banks of previous exams ('previouses'), tutoring sessions, and transportation to campus on election day in exchange for votes.","ai_generated":true,"unit":"prio-001532#insight-3","date_modified":"2026-10-23"},{"text":"The ASC compensates for its lack of material resources by utilizing the 'makana' system—a canvassing method involving 'operators' who track and influence potential voters using Excel sheets and peer networks.","ai_generated":true,"unit":"prio-001532#insight-4","date_modified":"2026-10-23"},{"text":"The ASC's political platform is framed as a 'prognosis' for a secular state, incorporating values of social justice, feminism, environmentalism, and the rights of marginalized groups like the LGBTQ+ community and refugees.","ai_generated":true,"unit":"prio-001532#insight-5","date_modified":"2026-10-23"},{"text":"The secular student movement is coordinated across multiple institutions through the Mada Network, which includes clubs at the American University of Beirut, the University of Saint Joseph, and Notre Dame University.","ai_generated":true,"unit":"prio-001532#insight-6","date_modified":"2026-10-23"},{"text":"The ASC's success is partly attributed to the mobilization of 'moral resources,' capitalizing on widespread student resentment and distrust toward the corrupt sectarian political establishment.","ai_generated":true,"unit":"prio-001532#insight-7","date_modified":"2026-10-23"},{"text":"There is a geographic divide in student political popularity at AUB; the Faculty of Arts and Sciences is a stronghold for the Secular Club, while the 'lower campus' (Business and Engineering) is viewed as a 'fortress' for sectarian clubs.","ai_generated":true,"unit":"prio-001532#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Beirut"],"frame_perspective":[],"analysis_type":["case study","qualitative research","ethnography"]}]}