{"query_echo":{"q":"","filters":{"geography":["Mongolia"]},"warnings":[]},"total":{"value":317,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Mongolia&page=4","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Mongolia&page=5","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":"ciel-000428","url":"https://climateinsightsdirectory.org/document/ciel-000428","title":"Review of IFC Remedial Framework","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"statement","language":"en","date_published":"2023-09-14","source_url":"https://www.ciel.org/wp-content/uploads/2023/02/CSO-Letter-to-WBG-Board-Members.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A coalition of civil society organizations urges the World Bank Group Executive Directors to reject any IFC remedial framework that fails to commit to financial contributions for remedy, obligations for clients to remediate harm, and protections against exiting projects with ongoing CAO cases without community consent.","ai_generated":true,"unit":"ciel-000428#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The signatories identify six minimum features for an effective remedial framework: an obligation for IFC/MIGA and clients to remediate environmental and social harm; financial contributions from IFC/MIGA when it has contributed to harm; a clear approach to funding availability at both institutional and client levels; a commitment to remediation as part of responsible exit and a ban on exiting projects with ongoing CAO cases without complainant consent; a commitment to remediate harm already identified via the CAO process; and a description of how contractual leverage will be used to ensure clients prevent and remediate harm.","ai_generated":true,"unit":"ciel-000428#insight-1","date_modified":"2026-10-23"}],"climate_tags":["climate finance"],"geography_discussed":["Uganda","Kenya","Liberia","Nigeria","Germany","Laos","Thailand","Mongolia","India","Jordan"],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"id":"ciel-000403","url":"https://climateinsightsdirectory.org/document/ciel-000403","title":"Compilation of IFC/MIGA Consultation Summary Reports","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"report","language":"en","date_published":"2023-08-16","source_url":"https://www.ciel.org/wp-content/uploads/2023/02/Compilation-of-IFC_MIGA-Consultation-Summary-Reports-for-CODE-Aug-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document presents a compilation of quotes from various stakeholder groups—including Development Finance Institutions (DFIs), IFC clients, Independent Accountability Mechanisms (IAMs), and civil society—who collectively argue that the IFC/MIGA's proposed Approach to Remedial Action and Responsible Exit Principles fails to provide new commitments or sufficient clarity. Stakeholders emphasize that the IFC/MIGA should take a more active role in remediating harm, align with international human rights standards, and establish a dedicated remedy fund. There is a strong consensus that the current approach ignores 'legacy' cases and fails to adequately address the risks to project-affected people and the environment, particularly during the process of 'responsible exit'.","ai_generated":true,"unit":"ciel-000403#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Stakeholders across all four key groups—DFIs, IFC clients, IAMs, and civil society—consistently viewed the proposed Approach to Remedial Action as failing to meet expectations and offering virtually no new commitments beyond existing requirements in the IFC's Sustainability Framework.","ai_generated":true,"unit":"ciel-000403#insight-1","date_modified":"2026-10-23"},{"text":"The proposed framework is criticized for being vague and lacking clarity regarding the implementation of remedy, specifically concerning the definition of 'remedy', the assignment of roles and responsibilities for financing, and the process for managing cases already lodged with the Compliance Advisor Ombudsman (CAO).","ai_generated":true,"unit":"ciel-000403#insight-2","date_modified":"2026-10-23"},{"text":"Stakeholders argue that IFC/MIGA should move beyond an advisory or facilitating role and take direct responsibility for remediating harm, especially when the institution's own non-compliance with Performance Standards or lack of supervision contributed to the harm.","ai_generated":true,"unit":"ciel-000403#insight-3","date_modified":"2026-10-23"},{"text":"There is a strong demand for the establishment of a dedicated remedy fund or contingency fund to ensure funds are available for remedial actions, as stakeholders believe relying on case-by-case fundraising is insufficient.","ai_generated":true,"unit":"ciel-000403#insight-4","date_modified":"2026-10-23"},{"text":"The document highlights a critical need for the Approach to address 'legacy' cases (specifically 37 cases) and the risks to project-affected people and the environment, noting that ignoring these creates significant reputational risk for IFC/MIGA.","ai_generated":true,"unit":"ciel-000403#insight-5","date_modified":"2026-10-23"},{"text":"The 'Responsible Exit Principles' are viewed as too vague, with stakeholders calling for clearer definitions of 'responsible exit', better guidance on E&S staffing during exit, and protections against reprisals for communities post-exit.","ai_generated":true,"unit":"ciel-000403#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Nigeria","Mongolia"],"frame_perspective":[],"analysis_type":["stakeholder consultation summary","policy critique"]},{"id":"newclim-000031","url":"https://climateinsightsdirectory.org/document/newclim-000031","title":"Shifting voluntary climate finance to the high-hanging fruit of climate","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2023-07-21","source_url":"http://www.newclimate.org/resources/publications/shifting-voluntary-climate-finance-to-the-high-hanging-fruit-of-climate","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document defines 'high-hanging fruit' as decarbonisation measures that are inaccessible to host governments due to extraordinary costs or insurmountable barriers. It argues that these projects are essential for enhancing overall climate ambition and proposes a shift in how voluntary climate finance and carbon crediting mechanisms identify and fund them. The author suggests redefining 'additionality' to include project inaccessibility, introducing specific labels for such projects, establishing dedicated funds for climate contributions, and calling for leadership from corporations and intermediaries to develop a project pipeline.","ai_generated":true,"unit":"newclim-000031#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"High-hanging fruit mitigation potential consists of technologies and measures for decarbonising emission sources that host country governments cannot access in the near- or medium-term because of insurmountable barriers or extraordinary costs.","ai_generated":true,"unit":"newclim-000031#insight-1","date_modified":"2026-10-23"},{"text":"To enable market mechanisms to finance high-hanging fruit, the definition of project 'additionality' must be adjusted to include a demonstration of project inaccessibility.","ai_generated":true,"unit":"newclim-000031#insight-2","date_modified":"2026-10-23"},{"text":"The report recommends the implementation of a labelling mechanism for high-hanging fruit projects to distinguish between 'possible' and 'guaranteed' additionality, particularly for standards and registries hesitant to adopt new additionality definitions.","ai_generated":true,"unit":"newclim-000031#insight-3","date_modified":"2026-10-23"},{"text":"Because a pipeline of high-hanging fruit projects is not currently available, corporate leaders and proactive intermediaries must drive the identification and generation of project ideas to accelerate the flow of voluntary climate finance.","ai_generated":true,"unit":"newclim-000031#insight-4","date_modified":"2026-10-23"},{"text":"Illustrative examples of potential high-hanging fruit technologies include building heat in Mongolia, transport in Indonesia, and agriculture in Georgia.","ai_generated":true,"unit":"newclim-000031#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon offset","decarbonization","transportation","agriculture"],"geography_discussed":["Mongolia","Indonesia","Georgia"],"frame_perspective":[],"analysis_type":["policy recommendation","conceptual framework"]},{"id":"iisd-003416","url":"https://climateinsightsdirectory.org/document/iisd-003416","title":"Replanteamiento de las leyes nacionales de inversión","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"es","date_published":"2023-07","source_url":"https://www.iisd.org/system/files/2026-05/rethinking-national-investment-laws-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines national investment laws as versatile policy instruments, tracing their shift from national development tools (1950-1979) to mechanisms for incorporating international treaty standards (1980-2010). It identifies seven primary functions of contemporary investment laws: regulating admission, administering incentives, facilitating investment, providing legal protection, managing disputes, specifying investor obligations, and supervising investments. The report argues against a 'one-size-fits-all' model, suggesting instead that laws be designed based on a country's specific policy objectives and regulatory capacity. It provides a detailed framework for policymakers to evaluate existing laws and design new ones, emphasizing the need to reduce legal risks associated with investor-state dispute settlement (ISDS) and inefficient tax incentives.","ai_generated":true,"unit":"iisd-003416#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"National investment laws have evolved through three distinct phases: early laws (1950-1979) were driven by national development goals; laws from 1980-2010 focused on incorporating international standards and treaty protections; and current trends show a renewed interest in diversifying these laws to address modern challenges.","ai_generated":true,"unit":"iisd-003416#insight-1","date_modified":"2026-10-23"},{"text":"The report identifies seven primary functions of contemporary investment laws: regulating admission and approval of new foreign investments, granting and administering investment incentives, investment facilitation, guaranteeing legal protection, establishing investor-state dispute management systems, specifying investor obligations, and controlling/supervising foreign investment.","ai_generated":true,"unit":"iisd-003416#insight-2","date_modified":"2026-10-23"},{"text":"A study of 70 investment laws reveals that at least 60% address the admission of new investments, approximately 70% provide legal protections, and nearly 70% expressly address dispute resolution.","ai_generated":true,"unit":"iisd-003416#insight-3","date_modified":"2026-10-23"},{"text":"Tax incentives are present in at least 80% of the reviewed investment laws, but the report warns that they often risk depleting public funds without effectively increasing investment.","ai_generated":true,"unit":"iisd-003416#insight-4","date_modified":"2026-10-23"},{"text":"The report highlights that 'negative list' approaches for investment admission are becoming more popular than 'positive list' approaches, as they can increase transparency by consolidating restrictions into a single instrument.","ai_generated":true,"unit":"iisd-003416#insight-5","date_modified":"2026-10-23"},{"text":"Certain legal protections, such as 'fair and equitable treatment' (FET) and stabilization clauses, are rare in national laws (FET appears in less than 10%) but pose significant legal and financial risks when combined with international arbitration.","ai_generated":true,"unit":"iisd-003416#insight-6","date_modified":"2026-10-23"},{"text":"The report strongly advises against granting 'advance consent' to international arbitration (ISDS) within national investment laws due to the high legal and financial risks it creates for the state.","ai_generated":true,"unit":"iisd-003416#insight-7","date_modified":"2026-10-23"},{"text":"Case studies demonstrate that investment laws are shaped by specific national contexts: China uses its law for national economic reform; Myanmar used its 2016 law to signal a regime shift toward openness; Australia uses its law to maintain public support for openness via a 'national interest' test; and South Africa uses its law as a partial substitute for old bilateral investment treaties.","ai_generated":true,"unit":"iisd-003416#insight-8","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","tax incentive","climate change","carbon price","environmental regulation"],"geography_discussed":["People's Republic of China","Myanmar","Australia","South Africa","Turkey","Peru","Ghana","Botswana","Indonesia","Nigeria","Canada","United States","European Union","Lesotho","Liberia","Malawi","Kenya","Central African Republic","Cameroon","Egypt","Vietnam","Jordan","United Arab Emirates","Nepal","Burkina Faso","Benin","Ethiopia","Albania","Azerbaijan","Mongolia","Djibouti","Angola","Zimbabwe"],"frame_perspective":[],"analysis_type":["policy analysis","historical review","comparative legal study"]},{"id":"gclifun-006134","url":"https://climateinsightsdirectory.org/document/gclifun-006134","title":"Portfolio Overview","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-06-30","source_url":"https://www.greenclimate.fund/sites/default/files/document/risk-dashboard-q2-2023-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GCF Risk Dashboard for Q2 2023 reports that portfolio-level risks remain within Board-approved tolerances, with no non-performing loans and liquid assets at approved levels. As of 30 June 2023, the portfolio consists of 216 approved funding proposals totaling USD 12.03 billion in equivalent terms. Funding is distributed across Africa (36%), Asia-Pacific (34%), and LATAM & Car. (26%), with a focus on mitigation (41%) and adaptation (23%), alongside cross-cutting projects. The fund's commitment authority increased significantly due to a USD 1 billion contribution from the United States. While concentration risks are within limits, the portfolio is skewed toward International Accredited Entities and the 'Energy access and power generation' sector. The report also tracks several projects facing implementation delays and identifies a projected 12-month forward liquid asset portfolio of USD 8.9 billion.","ai_generated":true,"unit":"gclifun-006134#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of 30 June 2023, the GCF portfolio consists of 216 approved funding proposals with a total approved amount of USD 12.03 billion in equivalent terms.","ai_generated":true,"unit":"gclifun-006134#insight-1","date_modified":"2026-10-23"},{"text":"Portfolio-level risks, including investment concentration and liquidity, are currently within the tolerances approved by the Board, and no non-performing loans have been reported.","ai_generated":true,"unit":"gclifun-006134#insight-2","date_modified":"2026-10-23"},{"text":"The GCF's commitment authority nearly doubled following a USD 1 billion contribution from the United States.","ai_generated":true,"unit":"gclifun-006134#insight-3","date_modified":"2026-10-23"},{"text":"Funding distribution by region is led by Africa at 36%, followed by Asia-Pacific at 34% and LATAM & Car. at 26%.","ai_generated":true,"unit":"gclifun-006134#insight-4","date_modified":"2026-10-23"},{"text":"The portfolio shows a concentration of funding toward International Accredited Entities (80%) and the 'Energy access and power generation' sector (19.5%).","ai_generated":true,"unit":"gclifun-006134#insight-5","date_modified":"2026-10-23"},{"text":"The projected liquid asset portfolio for the next 12 months is USD 8.9 billion equivalent.","ai_generated":true,"unit":"gclifun-006134#insight-6","date_modified":"2026-10-23"},{"text":"The fund manages currency mismatch risk by setting aside USD 320 million, as most commitments are approved in USD while contributions are received in various non-USD currencies.","ai_generated":true,"unit":"gclifun-006134#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation"],"geography_discussed":["Africa","Asia-Pacific","Latin America and Caribbean","Eastern Europe","United States","Mongolia","Afghanistan","Zambia","Fiji","Senegal","Egypt","Paraguay","Burkina Faso","Belize"],"frame_perspective":[],"analysis_type":["risk assessment","portfolio analysis"]},{"id":"gclifun-005248","url":"https://climateinsightsdirectory.org/document/gclifun-005248","title":"Environmental and social safeguards report form pursuant to para. 17 of the IDP","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-06-23","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp223-mufg-project-gaia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report identifies Project GAIA as a Category I-1 private sector programme operating across multiple countries in Africa, Asia, and Latin America and the Caribbean. It confirms that an Environmental and Social Management System (ESMS), which includes frameworks for land acquisition, resettlement, indigenous peoples, and biodiversity management, was disclosed on June 23, 2023, in English and several local languages.","ai_generated":true,"unit":"gclifun-005248#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Project GAIA is classified as an Environmental and social safeguards (ESS) Category I-1 private sector programme.","ai_generated":true,"unit":"gclifun-005248#insight-1","date_modified":"2026-10-23"},{"text":"The project's Environmental and Social Management System (ESMS) was disclosed on June 23, 2023, in English, Arabic, Bahasa Indonesia, Bengali, French, Hindi, Mongolian, and Spanish. This ESMS incorporates the Land Acquisition and Resettlement Framework, Indigenous Peoples Framework, and Biodiversity Management Framework.","ai_generated":true,"unit":"gclifun-005248#insight-2","date_modified":"2026-10-23"},{"text":"Disclosure of the ESMS was facilitated through National Designated Authorities (NDA) for physical printing and via MUFG regional offices in Bangladesh, India, Indonesia, and the Philippines.","ai_generated":true,"unit":"gclifun-005248#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Environmental and Social Safeguards","indigenous rights","Private sector engagement"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["compliance reporting"]},{"id":"iisd-002934","url":"https://climateinsightsdirectory.org/document/iisd-002934","title":"El futuro de la tributación de los recursos naturales: 10 ideas de política fiscal para movilizar los ingresos provenientes de la minería","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"es","date_published":"2023-06-23","source_url":"https://www.iisd.org/system/files/2023-06/future-of-resource-taxation-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the current state of mining taxation and proposes ten innovative policy ideas to increase government revenue. It highlights the shift toward critical minerals for the energy transition and the risks posed by automation and profit shifting. The proposed ideas include minimum profit sharing, production sharing contracts, state equity, state-owned enterprises, variable royalties, the 'Sixth Method' for transfer pricing, carbon pricing, development taxes for communities, competitive bidding for licenses, and remote monitoring for quarries. It also provides a framework for evaluating these reforms and discusses the legal challenges associated with fiscal stabilization clauses and international investment treaties.","ai_generated":true,"unit":"iisd-002934#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The traditional mining tax regime, relying on corporate income tax and royalties, is often vulnerable to profit shifting and base erosion. The IMF estimates that African countries lose up to USD 730 million annually in mining tax revenues due to these practices.","ai_generated":true,"unit":"iisd-002934#insight-1","date_modified":"2026-10-23"},{"text":"The energy transition is driving a surge in demand for critical minerals like lithium, cobalt, and copper, providing resource-rich developing countries a 'second opportunity' to redesign their internal resource mobilization for sustainable development.","ai_generated":true,"unit":"iisd-002934#insight-2","date_modified":"2026-10-23"},{"text":"Automation in mining is reducing the number of unskilled jobs, which were previously a primary benefit for host countries, necessitating a shift toward a greater reliance on fiscal revenues to maintain social and political viability.","ai_generated":true,"unit":"iisd-002934#insight-3","date_modified":"2026-10-23"},{"text":"Variable royalties can mitigate the impact of volatile mineral prices by adjusting rates based on price or profitability, making the regime less regressive than fixed royalties and reducing the need for frequent legislative changes.","ai_generated":true,"unit":"iisd-002934#insight-4","date_modified":"2026-10-23"},{"text":"The 'Sixth Method' for transfer pricing, developed in Latin America, simplifies the determination of prices for sales between related parties by using quoted exchange prices (e.g., London Metal Exchange), reducing the administrative burden and vulnerability to tax avoidance.","ai_generated":true,"unit":"iisd-002934#insight-5","date_modified":"2026-10-23"},{"text":"The European Union's proposed Carbon Border Adjustment Mechanism (CBAM) could negatively impact mineral-rich developing countries by taxing imports based on carbon emissions, potentially reducing their exports to the EU.","ai_generated":true,"unit":"iisd-002934#insight-6","date_modified":"2026-10-23"},{"text":"A proposed 'turnover tax for development' (between 0.5% and 3% of revenue) would require mining companies to invest in shared public infrastructure or pay into a government-managed fund to ensure local communities benefit from mining activities.","ai_generated":true,"unit":"iisd-002934#insight-7","date_modified":"2026-10-23"},{"text":"Competitive bidding for mining licenses can increase government revenue through signing bonuses and higher royalties, while reducing information asymmetry and the risk of corruption compared to 'first-come, first-served' systems.","ai_generated":true,"unit":"iisd-002934#insight-8","date_modified":"2026-10-23"},{"text":"Remote monitoring technologies, such as laser scanning of trucks, can significantly increase tax collection from industrial minerals like quarry aggregates by providing independent verification of production and sales volumes.","ai_generated":true,"unit":"iisd-002934#insight-9","date_modified":"2026-10-23"},{"text":"Fiscal stabilization clauses in mining contracts often freeze tax conditions for long periods, which can lead to unsustainable benefits for investors and hinder a government's ability to update its tax regime.","ai_generated":true,"unit":"iisd-002934#insight-10","date_modified":"2026-10-23"}],"climate_tags":["critical minerals","energy transition","carbon price","Carbon Border Adjustment Mechanism","sustainable development","fiscal policy","climate finance","environmental, social and corporate governance"],"geography_discussed":["Tanzania","Philippines","Ecuador","Ghana","Zambia","Chile","Peru","South Africa","European Union","India","Argentina","Gabon","Senegal","Mongolia"],"frame_perspective":[],"analysis_type":["policy proposal","economic analysis","comparative study","administrative guide"]},{"id":"ciel-000792","url":"https://climateinsightsdirectory.org/document/ciel-000792","title":"States’ Human Rights Obligations in the Context of Climate Change","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"report","language":"en","date_published":"2023-05","source_url":"https://www.ciel.org/wp-content/uploads/2023/04/States-Human-Rights-Obligations-in-the-Context-of-Climate-Change-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the increasing engagement of UN human rights treaty bodies (HRTBs) with climate change, noting that in 2022, 52 percent of outputs to States included climate-related recommendations. It highlights a shift toward more specific demands regarding mitigation, the phasing out of fossil fuels, and the protection of vulnerable groups, including children, women, and Indigenous Peoples. A landmark decision by the Human Rights Committee in Billy et al. v. Australia established a State's duty to protect individuals from climate impacts and provide effective remedy. The document argues for further HRTB guidance on extraterritorial obligations and the regulation of private business actors to prevent climate-induced human rights violations.","ai_generated":true,"unit":"ciel-000792#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human rights treaty bodies (HRTBs) have significantly increased their focus on climate change, with 95 climate-related references in outputs to States in 2022, compared to 61 in 2019, 54 in 2020, and 69 in 2021.","ai_generated":true,"unit":"ciel-000792#insight-1","date_modified":"2026-10-23"},{"text":"The Human Rights Committee (CCPR) issued a groundbreaking decision in Billy et al. v. Australia, marking the first time a human rights treaty body established a State party's duty to protect people under its jurisdiction from climate change impacts and the obligation to provide effective remedy.","ai_generated":true,"unit":"ciel-000792#insight-2","date_modified":"2026-10-23"},{"text":"HRTBs are increasingly linking human rights obligations to the necessity of phasing out fossil fuels, noting that such extraction and use are incompatible with the Paris Agreement and human rights duties.","ai_generated":true,"unit":"ciel-000792#insight-3","date_modified":"2026-10-23"},{"text":"The Committee on the Rights of the Child (CRC) has emphasized the need for States to ensure the legal accountability of business entities, including those operating extraterritorially, for climate-related harms to children.","ai_generated":true,"unit":"ciel-000792#insight-4","date_modified":"2026-10-23"},{"text":"The Committee on the Elimination of Discrimination Against Women (CEDAW) focuses heavily on adaptation and disaster risk reduction, stressing the need for gender-responsive programs and the meaningful participation of women, particularly rural and Indigenous women.","ai_generated":true,"unit":"ciel-000792#insight-5","date_modified":"2026-10-23"},{"text":"The Committee on Economic, Social and Cultural Rights (CESCR) has used its State review process to push developed nations to meet their Nationally Determined Contributions (NDCs) and increase climate finance, specifically mentioning the Green Climate Fund.","ai_generated":true,"unit":"ciel-000792#insight-6","date_modified":"2026-10-23"},{"text":"The Committee on the Elimination of Racial Discrimination (CERD) has highlighted the disproportionate impact of climate change and industrial pollution on racial and ethnic minorities, specifically citing 'Cancer Alley' in Louisiana, USA.","ai_generated":true,"unit":"ciel-000792#insight-7","date_modified":"2026-10-23"},{"text":"The Committee on the Rights of Persons with Disabilities (CRPD) significantly increased its climate-related outputs in 2022, focusing on the inclusiveness of disaster risk reduction and mitigation strategies for persons with disabilities.","ai_generated":true,"unit":"ciel-000792#insight-8","date_modified":"2026-10-23"}],"climate_tags":["human rights","climate change mitigation","climate change adaptation","petroleum industry","climate finance","disaster risk reduction","loss and damage","indigenous people","gender equality","Paris Agreement","Nationally Determined Contributions"],"geography_discussed":["Australia","United States","Canada","Netherlands","Greece","Italy","Bahrain","Namibia","Louisiana","Cameroon","Germany","Czech Republic","Somalia","Japan","Singapore","Laos","Maldives","Bangladesh","People's Republic of China","United Arab Emirates","New Zealand","Timor-Leste","Saint Kitts and Nevis","Belgium","Lebanon","Honduras","Brazil","Poland","Luxembourg","Serbia","Albania","Indonesia","Kyrgyzstan","Armenia","Vietnam","Uzbekistan","Kuwait","Iceland","South Sudan","Mongolia","Bolivia","Tajikistan","Cyprus","Croatia","Djibouti","Mauritius"],"frame_perspective":[],"analysis_type":["policy analysis","legal analysis","monitoring report"]},{"id":"ciel-000426","url":"https://climateinsightsdirectory.org/document/ciel-000426","title":"Comment on IFC and MIGA’s proposed Approach to Remedial Action","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"report","language":"en","date_published":"2023-04-20","source_url":"https://www.ciel.org/wp-content/uploads/2023/02/CSO-Comment-on-IFC-and-MIGAs-proposed-Approach-to-Remedial-Action-April-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A coalition of civil society organizations (CSOs) has condemned the proposed Approach to Remedial Action by the International Finance Corporation (IFC) and the Multilateral Investment Guarantee Agency (MIGA). The CSOs argue that the proposal fails to implement recommendations from a 2020 External Review, ignores existing harms by applying only to new projects, and lacks concrete mechanisms to guarantee financial remedy for affected communities.","ai_generated":true,"unit":"ciel-000426#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The IFC and MIGA's proposed Approach to Remedial Action is condemned by civil society organizations for failing to provide a viable path to guaranteeing remedy for project-affected communities and ignoring the 2020 External Review's recommendations.","ai_generated":true,"unit":"ciel-000426#insight-1","date_modified":"2026-08-17"},{"text":"The proposed approach fails to implement four specific recommendations from the 2020 External Review: it rejects systematic contingent liability funds from clients, refuses to establish funds for IFC/MIGA direct contributions to remedy, fails to adopt critical language from the Dutch Banking Sector Agreement, and ignores requirements for contingent liability funding for high-risk investments.","ai_generated":true,"unit":"ciel-000426#insight-2","date_modified":"2026-08-17"},{"text":"The proposed remedial framework is criticized for being exclusively forward-looking, as it only applies to new IFC direct investment projects and new MIGA PRI and FI transactions, thereby excluding communities currently experiencing harm.","ai_generated":true,"unit":"ciel-000426#insight-3","date_modified":"2026-08-17"},{"text":"The CSOs argue that IFC and MIGA's claims that direct financial contributions to remedy would increase litigation risk and costs are unsupported by evidence and are contradicted by the case of Jam v. IFC, where litigation occurred because the IFC failed to provide remedy.","ai_generated":true,"unit":"ciel-000426#insight-4","date_modified":"2026-08-17"},{"text":"The document asserts that international human rights principles, including the UN Guiding Principles on Business and Human Rights, require investors to contribute to remedy when they contribute to harm, a standard already adopted by other institutions like the Belgium Investment Company for Developing Countries (BIO) and ANZ.","ai_generated":true,"unit":"ciel-000426#insight-5","date_modified":"2026-08-17"},{"text":"The CSOs recommend that IFC and MIGA establish a 'Standing Fund / Reserve Fund' and an 'Environmental and Social Legacy Fund' to ensure that resources are available to remedy both current and past harms.","ai_generated":true,"unit":"ciel-000426#insight-6","date_modified":"2026-08-17"},{"text":"The report identifies specific projects where remedy remains outstanding or was inadequate, including the Tata Mundra Ultra Mega Power Project in India, the Alto Maipo Hydroelectric Project in Chile, and the Oyu Tolgoi Project in Mongolia.","ai_generated":true,"unit":"ciel-000426#insight-7","date_modified":"2026-08-17"}],"climate_tags":["energy transition","environmental harm","human rights"],"geography_discussed":["India","Chile","Mongolia","Haiti","Uganda","Myanmar"],"frame_perspective":[],"analysis_type":["policy critique","recommendations"]},{"id":"gclifun-005227","url":"https://climateinsightsdirectory.org/document/gclifun-005227","title":"Sustainable Renewables Risk Mitigation Initiative (SRMI) Facility (Phase 2 Resilience focus) [SRMI-Resilience]","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-04-11","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp204-world-bank-multiple-countries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The SRMI-Resilience program aims to deploy 2.16 GW of renewable energy and reduce GHG emissions by 55.01 million tons of CO2eq across Ethiopia, Guinea Bissau, Indonesia, Kyrgyzstan, Mongolia, Seychelles, Somalia, Tajikistan, and Tunisia. The initiative combines technical assistance, public investments in grid resilience, and risk mitigation instruments to unlock an estimated USD 1.8 billion in private investment. Key adaptation goals include providing 3.2 million people with electricity to power cooling systems during heat waves and upgrading grid infrastructure to withstand climate hazards like floods and cyclones.","ai_generated":true,"unit":"gclifun-005227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The program aims to directly support the development of 2.16 GW of renewable energy, consisting of 1.76 GW of solar PV, 300 MW of onshore wind, and 100 MW of geothermal power.","ai_generated":true,"unit":"gclifun-005227#insight-1","date_modified":"2026-10-23"},{"text":"The initiative is expected to reduce greenhouse gas emissions by approximately 55.01 million metric tons of CO2 over 25 years by displacing fossil fuels and coal.","ai_generated":true,"unit":"gclifun-005227#insight-2","date_modified":"2026-10-23"},{"text":"The program intends to unlock approximately USD 1.8 billion in private investments for the construction of the 2,160 MW of renewable energy capacity.","ai_generated":true,"unit":"gclifun-005227#insight-3","date_modified":"2026-10-23"},{"text":"The facility targets increasing the climate resilience of 3.2 million people by providing access to low-emission electricity, specifically to enable the use of cooling solutions during extreme heat waves.","ai_generated":true,"unit":"gclifun-005227#insight-4","date_modified":"2026-10-23"},{"text":"Approximately USD 1 billion in public investments will be used to make grid infrastructure resilient to climate shocks, which is expected to indirectly benefit over 22.5 million people.","ai_generated":true,"unit":"gclifun-005227#insight-5","date_modified":"2026-10-23"},{"text":"The program utilizes a four-component structure: Technical Assistance, Public Investments, Risk Mitigation Instruments, and Project Management.","ai_generated":true,"unit":"gclifun-005227#insight-6","date_modified":"2026-10-23"},{"text":"Specific risk mitigation instruments include a foreign exchange (FOREX) liquidity support mechanism for Ethiopia and a demand risk instrument for mini-grids in Somalia.","ai_generated":true,"unit":"gclifun-005227#insight-7","date_modified":"2026-10-23"},{"text":"The program addresses critical barriers to private investment, including development risks (grid, land, resource, legal, procurement, and integrity) and operational risks (off-taker credit, power sector, market, climate, macroeconomic, and political).","ai_generated":true,"unit":"gclifun-005227#insight-8","date_modified":"2026-10-23"},{"text":"The total requested GCF funding is USD 160 million, comprising USD 43 million in grants, USD 69 million in loans, USD 13 million in guarantees, and USD 35 million in reimbursable grants.","ai_generated":true,"unit":"gclifun-005227#insight-9","date_modified":"2026-10-23"},{"text":"The program will implement the Resilience Rating System (RRS) methodology to evaluate the resilience of project designs and outcomes.","ai_generated":true,"unit":"gclifun-005227#insight-10","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","photovoltaics","onshore wind farm","Sutter County","Resilience (power system)","climate finance","energy access","greenhouse gas emissions reduction","battery energy storage system","energy transition","climate change adaptation","private investment"],"geography_discussed":["Maluku","Nusa Tenggara","Java","Bali","Sumatra"],"frame_perspective":[],"analysis_type":["funding proposal","programmatic assessment"]},{"id":"iisd-002962","url":"https://climateinsightsdirectory.org/document/iisd-002962","title":"Gender Impact Assessments: Breaking the pattern of inaction","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2023-04","source_url":"https://www.iisd.org/system/files/2023-04/gender-impact-assessments-meeting-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details a stakeholder event focused on overcoming the 'pattern of inaction' regarding gender impact assessments (GIAs) in mining. It identifies systemic barriers to GIA adoption, such as gender bias and a focus on permitting over community mitigation, while highlighting successful models from Canada, Mongolia, and Uganda. The event emphasizes the need for collaborative, experiential guidance and the institutionalization of gender considerations to prevent 'genderwashing' and ensure sustainable progress.","ai_generated":true,"unit":"iisd-002962#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A 2022 global review by the Intergovernmental Forum on Mining, Minerals, Metals and Sustainable Development (IGF) indicated that stakeholders generally fail to perform comprehensive or systemic gender analyses during the mining project cycle, with very few successful examples of integrating gender equality into impact assessments.","ai_generated":true,"unit":"iisd-002962#insight-1","date_modified":"2026-10-23"},{"text":"Several factors contribute to the lack of GIAs, including internalized gender bias within the mining industry, a lack of women participating in early-stage negotiations, and a tendency for companies to treat impact assessments merely as a means to obtain permits rather than a tool for community mitigation.","ai_generated":true,"unit":"iisd-002962#insight-2","date_modified":"2026-10-23"},{"text":"Specific regional examples of gender-responsive frameworks include Canada's use of Gender-based Analysis Plus (GBA+) within its Impact Assessment Act, Mongolia's 2017 sector-wide GIA and gender audit to address a lack of disaggregated data, and the adoption of civil society toolkit priorities by the Uganda government for artisanal and small-scale mining.","ai_generated":true,"unit":"iisd-002962#insight-3","date_modified":"2026-10-23"},{"text":"Participants warned against 'genderwashing,' where companies use gender initiatives to hide negative environmental and social impacts, and suggested using the Sustainable Development Goals (SDGs) as a framework to ensure holistic evaluation and accountability.","ai_generated":true,"unit":"iisd-002962#insight-4","date_modified":"2026-10-23"}],"climate_tags":["extractive industry","gender equality","Sustainable Development Goals"],"geography_discussed":["Canada","Mongolia","Uganda"],"frame_perspective":[],"analysis_type":["meeting report"]},{"id":"iisd-003738","url":"https://climateinsightsdirectory.org/document/iisd-003738","title":"Women and the Mine of the Future: Global Report","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2023-04","source_url":"https://www.iisd.org/system/files/2023-04/women-mine-of-the-future-global-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes women's participation in large-scale mining across 12 countries, finding that while female employment is slowly increasing, the sector remains highly masculinized with significant structural barriers. Women often possess higher general educational attainment than men but lack the specific technical and vocational qualifications required for core operational roles. The report identifies a 'leaky pipeline' where women exit the workforce at younger ages, often due to non-inclusive working conditions, lack of childcare, and sexist corporate cultures. It further examines how disruptive technologies (AI, automation) and the energy transition (demand for critical minerals) will reshape the labor market, warning that without targeted upskilling, women may be disproportionately displaced from clerical and low-skill roles while remaining excluded from high-skill digital and technical positions. The document concludes with policy recommendations for governments and companies to implement gender-responsive strategies, pay equity reviews, and inclusive health and safety standards.","ai_generated":true,"unit":"iisd-003738#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women are globally underrepresented in large-scale mining, though some countries show a slow upward trend in participation. In a sample of 12 countries, female participation rates ranged from 9% in Peru to 25% in Sweden.","ai_generated":true,"unit":"iisd-003738#insight-1","date_modified":"2026-10-23"},{"text":"Women in the mining sector generally have higher levels of academic education than their male counterparts, but they lack the specific technical and vocational qualifications needed for core mining operations.","ai_generated":true,"unit":"iisd-003738#insight-2","date_modified":"2026-10-23"},{"text":"A 'leaky pipeline' exists in the sector, where women drop out of the workforce at an earlier age than men, typically between the 35–44 and 45–54 age brackets.","ai_generated":true,"unit":"iisd-003738#insight-3","date_modified":"2026-10-23"},{"text":"Women are disproportionately concentrated in clerical, administrative, and support roles, while being severely underrepresented in technical, craft, and machine operator positions.","ai_generated":true,"unit":"iisd-003738#insight-4","date_modified":"2026-10-23"},{"text":"The gender pay gap persists across the sector, with women earning significantly less than men. In Australia, women earn 83% of men's salaries, and in Ghana, the median gender pay gap was 27.5% in 2013.","ai_generated":true,"unit":"iisd-003738#insight-5","date_modified":"2026-10-23"},{"text":"Workplace conditions are often hostile to women, characterized by a lack of gender-appropriate personal protective equipment (PPE), inadequate sanitation facilities, and a culture of sexual harassment and gender-based violence.","ai_generated":true,"unit":"iisd-003738#insight-6","date_modified":"2026-10-23"},{"text":"Disruptive technologies, such as AI and automation, pose a high risk of displacement for low-to-mid-skilled workers, particularly in clerical support roles which are predominantly held by women.","ai_generated":true,"unit":"iisd-003738#insight-7","date_modified":"2026-10-23"},{"text":"The energy transition is increasing demand for 'critical' minerals (e.g., lithium, cobalt, copper), which may create opportunities for women in exploration and environmental engineering, where they are already more proportionately represented.","ai_generated":true,"unit":"iisd-003738#insight-8","date_modified":"2026-10-23"},{"text":"Women in mining are more vulnerable to job loss during economic downturns than men, as seen in Mongolia where women lost 34% of mining jobs during the pandemic compared to a 7.4% drop for men.","ai_generated":true,"unit":"iisd-003738#insight-9","date_modified":"2026-10-23"},{"text":"There is a significant dearth of consistent, gender-disaggregated data in the mining sector, which hinders the design of evidence-based policies. Most national statistics use binary sex categories and ignore non-binary or trans individuals.","ai_generated":true,"unit":"iisd-003738#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy transition","critical minerals","decarbonization","climate change adaptation","greenhouse gas emissions","low-carbon economy","gender equality","digital divide"],"geography_discussed":["Argentina","Brazil","Canada","Chile","Colombia","Ghana","Mongolia","Peru","South Africa","Sweden","Zambia"],"frame_perspective":[],"analysis_type":["baseline study","comparative analysis","trend analysis"]},{"id":"iisd-003740","url":"https://climateinsightsdirectory.org/document/iisd-003740","title":"Les femmes et la mine du futur","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"fr","date_published":"2023-04","source_url":"https://www.iisd.org/system/files/2023-08/women-mine-of-the-future-global-report-fr.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report establishes a baseline for women's employment in large-scale mining across 12 countries, finding that while female participation is slowly increasing, the sector remains heavily masculinized with significant structural barriers. Women are often concentrated in administrative roles and face a 'leaky pipeline' where they leave the industry at earlier career stages than men. The document highlights a paradox where women in mining often have higher formal education levels than men but lack the specific technical and vocational certifications required for high-paying operational roles. It further analyzes how the 'mine of the future'—characterized by automation, digitalization, and decarbonization—could either marginalize women further due to a digital divide and STEM gaps or provide new opportunities in environmental engineering and remote operations. The report concludes with policy recommendations for governments and companies to improve gender-responsive data collection, workplace safety, and inclusive skill-development programs.","ai_generated":true,"unit":"iisd-003740#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Large-scale mining is a small direct employer nationally, but it is a critical economic driver in many countries. For example, in 2020, mining's contribution to the national economy was highest in Mongolia, Zambia, Chile, Australia, South Africa, and Peru.","ai_generated":true,"unit":"iisd-003740#insight-1","date_modified":"2026-10-23"},{"text":"The sector is overwhelmingly dominated by men; global estimates suggest 85% of the 21.4 million workers in the mining industry are men.","ai_generated":true,"unit":"iisd-003740#insight-2","date_modified":"2026-10-23"},{"text":"Women's participation in large-scale mining is generally increasing, though the pace is slow. Sweden has the highest proportion of women in the total mining workforce at 25%, while Peru has the lowest at 9%.","ai_generated":true,"unit":"iisd-003740#insight-3","date_modified":"2026-10-23"},{"text":"Women in the mining sector often possess higher formal academic qualifications than their male counterparts, yet they lack the specific technical and vocational certifications needed for operational roles.","ai_generated":true,"unit":"iisd-003740#insight-4","date_modified":"2026-10-23"},{"text":"There is a 'leaky pipeline' in the industry, where women tend to leave the sector at an earlier stage of their careers than men, often starting to decline in the 35-44 age bracket.","ai_generated":true,"unit":"iisd-003740#insight-5","date_modified":"2026-10-23"},{"text":"Gender pay gaps persist across the sector. In Australia, women earn 83% of men's salaries in large-scale mining, and in Ghana, the median wage gap was 27.5% in 2013.","ai_generated":true,"unit":"iisd-003740#insight-6","date_modified":"2026-10-23"},{"text":"Workplace environments are often hostile to women due to a lack of gender-appropriate personal protective equipment (PPE) and basic facilities like separate toilets and changing rooms.","ai_generated":true,"unit":"iisd-003740#insight-7","date_modified":"2026-10-23"},{"text":"Women are more vulnerable to job loss during economic downturns. In Mongolia, during the 2020 pandemic, the employment rate for men in mining fell by 7.4%, while women lost 34% of their jobs.","ai_generated":true,"unit":"iisd-003740#insight-8","date_modified":"2026-10-23"},{"text":"Technological disruption, including AI and robotics, poses a high risk of displacement for low-to-medium skilled workers, a category that includes many administrative roles predominantly held by women.","ai_generated":true,"unit":"iisd-003740#insight-9","date_modified":"2026-10-23"},{"text":"The energy transition is driving an exponential increase in demand for 'critical minerals' such as copper, cobalt, lithium, nickel, manganese, and rare earths, which may create new opportunities for women, particularly in exploration and environmental engineering.","ai_generated":true,"unit":"iisd-003740#insight-10","date_modified":"2026-10-23"},{"text":"Mining operations contribute significantly to global greenhouse gas emissions, estimated at 4% to 7% of world emissions, with indirect contributions reaching 28% when coal combustion is included.","ai_generated":true,"unit":"iisd-003740#insight-11","date_modified":"2026-10-23"},{"text":"There is a critical lack of consistent, gender-disaggregated data in the mining sector, which hinders the development of evidence-based policies. Most national statistics rely on binary sex categories and exclude non-binary or transgender individuals.","ai_generated":true,"unit":"iisd-003740#insight-12","date_modified":"2026-10-23"}],"climate_tags":["gender equality","energy transition","critical minerals","decarbonization","greenhouse gas emissions","climate change adaptation","digital divide","just transition"],"geography_discussed":["South Africa","Argentina","Australia","Brazil","Canada","Chile","Colombia","Ghana","Mongolia","Peru","Sweden","Zambia"],"frame_perspective":[],"analysis_type":["transnational analysis","baseline study","gender analysis","trend forecasting"]},{"id":"gclifun-005988","url":"https://climateinsightsdirectory.org/document/gclifun-005988","title":"Making blended finance work for nature-based solutions","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"research paper","language":"en","date_published":"2023-03","source_url":"https://www.greenclimate.fund/sites/default/files/document/making-blended-finance-work-nature-based-solutions.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the global biodiversity finance gap—estimated at an annual need of USD 536 billion by 2050—cannot be closed by grants alone. It proposes a blended finance approach that integrates information, regulatory, economic, institutional, and financial instruments to de-risk investments and catalyze private capital. Using the Green Climate Fund's (GCF) portfolio as a basis, the paper demonstrates how combining instruments (e.g., pairing carbon credits with parametric insurance), sequencing them along a maturity-concessionality gradient (e.g., the Amazon Bioeconomy Fund), and establishing long-term partnerships (e.g., Project Finance for Permanence) can create sustainable financial models for nature-based solutions.","ai_generated":true,"unit":"gclifun-005988#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant global financing gap for nature; by 2050, annual investment needs for nature are projected to reach USD 536 billion, which is more than four times the current annual flows of USD 133 billion.","ai_generated":true,"unit":"gclifun-005988#insight-1","date_modified":"2026-10-23"},{"text":"Nature-negative expenditures currently far exceed investments in nature-based solutions, with government spending on environmentally harmful subsidies for fisheries, agriculture, and fossil fuels estimated between USD 500 billion and USD 1.8 trillion per year.","ai_generated":true,"unit":"gclifun-005988#insight-2","date_modified":"2026-10-23"},{"text":"The Green Climate Fund (GCF) has integrated nature-based solutions into a substantial portion of its work; as of January 2023, 45 per cent of its portfolio contributes to these solutions, with 114 approved projects focusing at least partly on nature conservation, sustainable management, or restoration.","ai_generated":true,"unit":"gclifun-005988#insight-3","date_modified":"2026-10-23"},{"text":"The document categorizes instruments to catalyze finance into five types: information instruments (e.g., risk disclosures), control and regulatory instruments (e.g., protected areas), economic and market instruments (e.g., biodiversity-positive carbon credits), institutional instruments (e.g., green banks), and financial instruments (e.g., equity and guarantees).","ai_generated":true,"unit":"gclifun-005988#insight-4","date_modified":"2026-10-23"},{"text":"Blended finance is most effective when instruments are combined to offset individual weaknesses; for example, combining carbon credits with upfront grants, concessional debt, or parametric insurance can address price volatility and the risk of asset destruction.","ai_generated":true,"unit":"gclifun-005988#insight-5","date_modified":"2026-10-23"},{"text":"Financial instruments should be sequenced along a \"maturity-concessionality\" gradient, where early-stage businesses rely on highly concessional finance like grants and gradually transition to commercial loans and capital markets as they mature.","ai_generated":true,"unit":"gclifun-005988#insight-6","date_modified":"2026-10-23"},{"text":"The Amazon Bioeconomy Fund, supported by GCF with USD 279 million, exemplifies sequencing by providing a grant window for small/indigenous businesses, equity for early-stage innovative companies, and sovereign/corporate loans for mature businesses.","ai_generated":true,"unit":"gclifun-005988#insight-7","date_modified":"2026-10-23"},{"text":"Project Finance for Permanence (PFP) is a partnership approach used to secure long-term funding for conservation goals in perpetuity, as seen in the Heritage Colombia (HECO) programme, which combines GCF grants (USD 43 million) with Colombian government funds (USD 69 million).","ai_generated":true,"unit":"gclifun-005988#insight-8","date_modified":"2026-10-23"},{"text":"Debt-for-nature swaps, such as the blue bond agreement in Belize, allow countries to reduce external debt while generating funds for marine conservation; in Belize's case, this is expected to generate USD 180 million to increase marine protection from 16 per cent to 30 per cent by 2026.","ai_generated":true,"unit":"gclifun-005988#insight-9","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","Blended Finance","climate finance","carbon credit","climate bond","ecological restoration","natural capital"],"geography_discussed":["Mexico","Brazil","Colombia","Belize","Indonesia","Mongolia","Jamaica","Cameroon","Bhutan","Morocco"],"frame_perspective":[],"analysis_type":["research paper","policy analysis","case study"]},{"id":"gclifun-005788","url":"https://climateinsightsdirectory.org/document/gclifun-005788","title":"Independent Synthesis of Direct Access in the Green Climate Fund","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-02-23","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b35-09.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GCF's direct access modality, primarily operationalized through institutional accreditation, has largely failed to enable a diverse range of national entities to access funding at scale. While the number of Direct Access Entities (DAEs) has grown, the portfolio remains highly concentrated among a few well-resourced financial institutions, with 63% of DAEs having no approved projects. The report finds that the high transaction costs of accreditation and project design favor high-capacity institutions, while support mechanisms like the Readiness and Preparatory Support Programme (RPSP) and Project Preparation Facility (PPF) have not effectively leveled the playing field. Implementation challenges for DAEs are similar to those of International Accredited Entities (IAEs), though DAEs show better adaptability to national governance disruptions. The report recommends diversifying access pathways beyond accreditation, clarifying the strategic vision for direct access, and enhancing implementation support.","ai_generated":true,"unit":"gclifun-005788#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Direct access in the GCF is almost exclusively implemented through institutional accreditation, lacking other effective modalities despite the Governing Instrument's provision for additional measures to enhance direct access.","ai_generated":true,"unit":"gclifun-005788#insight-1","date_modified":"2026-10-23"},{"text":"The assumption that institutional accreditation would lead to successful project programming has not materialized; 63% of DAEs have no approved projects, and 69% of national DAEs (nDAEs) have no approved projects.","ai_generated":true,"unit":"gclifun-005788#insight-2","date_modified":"2026-10-23"},{"text":"The DAE portfolio is highly concentrated, with five entities holding 66% of the nominal value of the DAE portfolio, predominantly regional development banks.","ai_generated":true,"unit":"gclifun-005788#insight-3","date_modified":"2026-10-23"},{"text":"High transaction costs and a focus on fiduciary standards at accreditation favor well-resourced financial institutions over non-financial entities.","ai_generated":true,"unit":"gclifun-005788#insight-4","date_modified":"2026-10-23"},{"text":"Support mechanisms such as the RPSP, SAP, and PPF are not sufficiently differentiated or effective in helping the least capacitated DAEs navigate the programming cycle.","ai_generated":true,"unit":"gclifun-005788#insight-5","date_modified":"2026-10-23"},{"text":"The Simplified Approval Process (SAP) has not met its target of having 50% of approved projects originate from DAEs, with DAEs representing 37.5% of the total number of approved SAP proposals.","ai_generated":true,"unit":"gclifun-005788#insight-6","date_modified":"2026-10-23"},{"text":"The Enhancing Direct Access (EDA) RfP has had limited uptake, with only three projects approved for a total of USD 46.6 million, partly due to the requirement that entities must be DAEs with specialized accreditation functions.","ai_generated":true,"unit":"gclifun-005788#insight-7","date_modified":"2026-10-23"},{"text":"DAEs generally exhibit better adaptability to national governance and policy disruptions than IAEs, likely due to stronger local networks and closer ties to National Designated Authorities (NDAs).","ai_generated":true,"unit":"gclifun-005788#insight-8","date_modified":"2026-10-23"},{"text":"Implementation challenges, including design gaps and capacity constraints, affect both DAEs and IAEs similarly, suggesting that the rigorous approval process does not eliminate these risks.","ai_generated":true,"unit":"gclifun-005788#insight-9","date_modified":"2026-10-23"},{"text":"There is a lack of systematic capacity-building by IAEs for DAEs, with only 15% of IAE projects having an accredited or applicant DAE as an executing entity.","ai_generated":true,"unit":"gclifun-005788#insight-10","date_modified":"2026-10-23"},{"text":"The GCF lacks a clear Theory of Change (ToC) for direct access, leading to a tension between a 'programming pathway' (focusing on high-capacity DAEs for fast results) and a 'capacity-building pathway' (focusing on a diverse range of entities for long-term sustainability).","ai_generated":true,"unit":"gclifun-005788#insight-11","date_modified":"2026-10-23"}],"climate_tags":["Direct Access","climate finance","accreditation","capacity building","fiduciary","climate change adaptation","climate change mitigation"],"geography_discussed":["South Korea","Senegal","Honduras","Federated States of Micronesia","Mongolia"],"frame_perspective":[],"analysis_type":["effectiveness assessment","efficiency assessment","portfolio analysis","comparative analysis","scenario modelling"]},{"id":"gclifun-005790","url":"https://climateinsightsdirectory.org/document/gclifun-005790","title":"Report on the activities of the Independent Integrity Unit","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-02-20","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b35-inf05.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Independent Integrity Unit (IIU) report details its activities from September 2022 to February 2023, focusing on investigation efficiencies, policy development, and risk mitigation. During this period, the IIU opened nine new cases, including three project-related and six staff misconduct cases, while closing 11 cases in total. Key operational advancements include the development of a draft Investigation Manual, the issuance of three Management Implication Reports, and the creation of an automated referrals tracker for Accredited Entities and Delivery Partners. The Unit is also operationalising the Administrative Remedies and Exclusion (ARE) Policy through four secondary documents. To enhance risk detection, the IIU expanded its machine learning capabilities, integrating significantly more data into its Integrity Due Diligence Platform and applying a Red Flag Detection Workflow to the Readiness Programme. Additionally, the IIU provided technical assistance to Mongolia and engaged in international forums at COP27 to discuss the intersection of corruption and climate change.","ai_generated":true,"unit":"gclifun-005790#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The IIU experienced an increase in reports concerning GCF projects and programmes in 2022 compared to the previous two years, opening 13 project-related matters.","ai_generated":true,"unit":"gclifun-005790#insight-1","date_modified":"2026-10-23"},{"text":"Between 16 September 2022 and 3 February 2023, the IIU opened nine new cases (three project-related and six staff misconduct) and closed 11 cases total, including four project-related, eight staff misconduct (one substantiated), and one external case.","ai_generated":true,"unit":"gclifun-005790#insight-2","date_modified":"2026-10-23"},{"text":"The IIU is operationalising the Administrative Remedies and Exclusion (ARE) Policy by developing four secondary documents: Administrative Remedies and Exclusion Procedures, Administrative Remedies and Exclusion Guidelines for Implementation, Integrity Compliance Guidelines, and Settlement Guidelines.","ai_generated":true,"unit":"gclifun-005790#insight-3","date_modified":"2026-10-23"},{"text":"To improve systemic risk management, the IIU issued three Management Implication Reports (MIRs) during the reporting period, bringing the total to five since mid-2022.","ai_generated":true,"unit":"gclifun-005790#insight-4","date_modified":"2026-10-23"},{"text":"The IIU has significantly scaled its data integration for the Integrity Due Diligence Platform (IDDP), processing 64,458 documents and 38.6 million sentences during the reporting period, which is over seven times the volume of the entire year of 2021.","ai_generated":true,"unit":"gclifun-005790#insight-5","date_modified":"2026-10-23"},{"text":"The IIU initiated a pilot engagement to provide technical assistance and capacity building on anti-corruption and anti-fraud in project procurement in Mongolia, which has a portfolio of 10 GCF-funded projects and 8 readiness projects.","ai_generated":true,"unit":"gclifun-005790#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","fiduciary","capacity building"],"geography_discussed":["South Korea","Mongolia","Brazil"],"frame_perspective":[],"analysis_type":["activity report","statistical analysis"]},{"id":"gclifun-005247","url":"https://climateinsightsdirectory.org/document/gclifun-005247","title":"GENDER EQUALITY AND SOCIAL INCLUSION PLAN","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-02","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp223-gap-combined.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"Project GAIA establishes a framework to integrate gender equality and social inclusion into its investment cycle, requiring all approved projects to develop specific GESI Action Plans. The plan focuses on five pillars: governance, leadership, employment, capacity building, and consumption (access to basic services). It sets platform-level targets, such as achieving 30% women in governance by year one, and project-level requirements, including mandatory gender assessments and the use of sex-disaggregated data in impact reporting. The framework also incorporates safeguarding measures against sexual exploitation, abuse, and harassment (SEAH) and gender-based violence (GBVH).","ai_generated":true,"unit":"gclifun-005247#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Project GAIA aims to promote gender balance within its own governing bodies, targeting a minimum of 30% women in governance positions by the first year.","ai_generated":true,"unit":"gclifun-005247#insight-1","date_modified":"2026-10-23"},{"text":"All investment projects undergoing diligence must provide detailed Gender Assessments, and 100% of approved projects are required to submit Gender Action Plans containing baseline information and time-bound goals.","ai_generated":true,"unit":"gclifun-005247#insight-2","date_modified":"2026-10-23"},{"text":"The platform defines 'progress targets' for priority outcomes as achieving a minimum improvement of at least 10% above the baseline within a reasonable timeframe, typically not exceeding five years.","ai_generated":true,"unit":"gclifun-005247#insight-3","date_modified":"2026-10-23"},{"text":"Project GAIA mandates the use of sex-disaggregated data in annual impact reports, specifically distinguishing between absolute numbers and comparative percentages, such as women's share of the workforce.","ai_generated":true,"unit":"gclifun-005247#insight-4","date_modified":"2026-10-23"},{"text":"The GESI framework requires all approved projects to implement safeguarding measures to protect women and vulnerable groups from sexual exploitation, sexual abuse, sexual harassment (SEAH), and gender-based violence (GBVH).","ai_generated":true,"unit":"gclifun-005247#insight-5","date_modified":"2026-10-23"},{"text":"The plan identifies specific project-level co-benefits related to 'consumption' or access, requiring 100% of relevant projects to improve local community access to clean air, renewable energy, clean water, and nutritious food.","ai_generated":true,"unit":"gclifun-005247#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","Blended Finance","gender equality","social inclusion","renewable energy","energy efficiency","food security","air quality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy framework","gender action plan"]},{"id":"clipolin-001311","url":"https://climateinsightsdirectory.org/document/clipolin-001311","title":"THE STATE OF GLOBAL AIR QUALITY FUNDING 2023","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/09/The-State-of-Global-Air-Quality-Funding-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that dedicated outdoor air quality funding is critically low, representing less than 1% of total international development commitments. While there is a significant pool of funding with air quality co-benefits, the report argues for more explicit intentionality in project design. It highlights a geographic concentration of funds in Asia and a lack of investment in Africa. The document also notes a positive trend where funding for air quality projects exceeded fossil fuel-prolonging projects for the first time in 2021.","ai_generated":true,"unit":"clipolin-001311#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International development funding explicitly targeting outdoor air quality is extremely low, averaging less than 1% of total commitments. Between 2015 and 2021, only $17.3 billion was committed to these projects, which translates to an average of $2.5 billion per year.","ai_generated":true,"unit":"clipolin-001311#insight-1","date_modified":"2026-10-23"},{"text":"Funding for outdoor air quality is highly concentrated in Asia, with 86% of total funds ($12 billion) between 2017 and 2021 going to just five countries: China (37%), Philippines (20%), Bangladesh (17%), Mongolia (6%), and Pakistan (6%).","ai_generated":true,"unit":"clipolin-001311#insight-2","date_modified":"2026-10-23"},{"text":"African countries are significantly underfunded despite high pollution levels, receiving only 5% (or $0.76 billion) of all outdoor air quality funding between 2017 and 2021.","ai_generated":true,"unit":"clipolin-001311#insight-3","date_modified":"2026-10-23"},{"text":"There is a substantial gap in funding for air quality monitoring and modelling, which received only $0.08 billion, or 0.5% of the total committed between 2017 and 2021.","ai_generated":true,"unit":"clipolin-001311#insight-4","date_modified":"2026-10-23"},{"text":"A larger volume of funding delivers air quality improvements as a co-benefit rather than a primary objective. Between 2015 and 2021, $101 billion was committed to projects with outdoor air quality co-benefits, which is nearly six times the amount of dedicated funding.","ai_generated":true,"unit":"clipolin-001311#insight-5","date_modified":"2026-10-23"},{"text":"There is a strong link between air quality and climate funding, with 67% of outdoor air quality funding ($11.6 billion) between 2015 and 2021 directed toward projects that simultaneously addressed climate change, primarily in the transport sector.","ai_generated":true,"unit":"clipolin-001311#insight-6","date_modified":"2026-10-23"},{"text":"Funding for fossil fuel-prolonging projects has declined since 2019. In 2021, for the first time, international development funding for outdoor air quality projects ($2.3 billion) exceeded funding for fossil fuel-prolonging projects ($1.5 billion).","ai_generated":true,"unit":"clipolin-001311#insight-7","date_modified":"2026-10-23"},{"text":"The majority of outdoor air quality funding (92% or $12.9 billion) is provided via loans, with only 8% coming from grants. Only about a third of these loans are low-cost or concessional.","ai_generated":true,"unit":"clipolin-001311#insight-8","date_modified":"2026-10-23"},{"text":"Many innovative financial instruments—such as green sukuks, sustainability-linked bonds, and securitization—remain largely untapped for dedicated air quality projects, despite their potential to mobilize private capital.","ai_generated":true,"unit":"clipolin-001311#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate finance","fossil-fuel phase-out","climate change mitigation","climate change adaptation","climate bond","Blended Finance","electromobility","energy transition","household air pollution"],"geography_discussed":["People's Republic of China","Philippines","Bangladesh","Mongolia","Pakistan","Africa","India","Nepal","Kolkata","Ulaanbaatar","Maldives","South Africa"],"frame_perspective":[],"analysis_type":["financial analysis","policy assessment","trend analysis"]},{"id":"glorespar-000070","url":"https://climateinsightsdirectory.org/document/glorespar-000070","title":"Did the Global COVID-19 Recovery Address Climate Adaptation and Resilience? An Analysis of Sixty-Seven Countries","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/02/covid-19-recovery-climate-adaptation-resilience-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis reveals that only 24% of the 67 sampled countries demonstrated a climate risk responsive recovery. A significant paradox was identified: a country's income level was a stronger determinant of whether it used COVID-19 funds for adaptation than its actual climate vulnerability. High-income countries were more likely to integrate physical climate risks into their recovery plans, while the most vulnerable countries were the least likely to do so, with only Kenya and Vanuatu among the 20 most vulnerable countries approving explicit adaptation actions. Most responsive measures focused on water resources management, disaster prevention, infrastructure, and nature-based solutions, primarily targeting drought and flooding.","ai_generated":true,"unit":"glorespar-000070#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Only 16 of the 67 analyzed countries (24%) exhibited a climate risk responsive recovery, defined as articulating a high-level goal to build climate resilience, approving concrete adaptation actions for specific physical climate risks, or both.","ai_generated":true,"unit":"glorespar-000070#insight-1","date_modified":"2026-10-23"},{"text":"There is a disconnect between climate vulnerability and recovery actions; the most vulnerable countries were significantly less likely to integrate climate resilience into their pandemic spending than the least vulnerable.","ai_generated":true,"unit":"glorespar-000070#insight-2","date_modified":"2026-10-23"},{"text":"National income was a primary driver of adaptation integration: 42% of high-income countries approved resilience-building measures, whereas no low-income countries and only 21% of lower-middle-income countries did so.","ai_generated":true,"unit":"glorespar-000070#insight-3","date_modified":"2026-10-23"},{"text":"Countries that established high-level policy commitments or goals for climate adaptation were more likely to implement concrete actions against physical climate risks during their recoveries.","ai_generated":true,"unit":"glorespar-000070#insight-4","date_modified":"2026-10-23"},{"text":"The majority of climate-responsive recovery measures focused on four main areas: water resources management, disaster prevention, infrastructure, and nature-based solutions, with a primary focus on managing floods and droughts.","ai_generated":true,"unit":"glorespar-000070#insight-5","date_modified":"2026-10-23"},{"text":"High- and upper-middle-income countries predominantly used direct investment for adaptation, while lower-middle-income countries relied more on diverse instruments, with only one country (Cambodia) using monetary policy and one (Mongolia) using fiscal measures.","ai_generated":true,"unit":"glorespar-000070#insight-6","date_modified":"2026-10-23"},{"text":"While 91% of the sampled countries considered distributional equity in their general recovery measures (targeting women, youth, elderly, or informal workers), these measures were typically broad-based and not specifically tied to building the climate resilience of those groups.","ai_generated":true,"unit":"glorespar-000070#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","climate finance","nature-based solutions","water management","food security","infrastructure","climate change vulnerability"],"geography_discussed":["Kenya","Canada","France","Italy","Mongolia","United Kingdom","United States","European Union","Cambodia","South Africa","Fiji","Philippines"],"frame_perspective":[],"analysis_type":["policy analysis","comparative study"]},{"id":"iisd-001568","url":"https://climateinsightsdirectory.org/document/iisd-001568","title":"GUIDANCE NOTES: IGF Mining Policy Framework 2023","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2023","source_url":"https://www.iisd.org/system/files/2023-12/igf-mining-policy-framework-guidance-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The guidance notes support the implementation of the IGF Mining Policy Framework across six pillars: Laws, Policies, and Institutions; Financial Benefits; Socio-economic Benefits; Environmental Management; Post-Mining Transition; and Artisanal and Small-Scale Mining. It provides specific recommendations for governments to regulate mining activities, optimize fiscal revenues, protect human rights and the environment, and manage the transition after mine closure.","ai_generated":true,"unit":"iisd-001568#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Governments should establish a comprehensive geological database using the United Nations Framework Classification for Resources (UNFC) and ensure this information is publicly available and free to all stakeholders, including women and Indigenous peoples.","ai_generated":true,"unit":"iisd-001568#insight-1","date_modified":"2026-10-23"},{"text":"To prevent tax avoidance and base erosion, mining fiscal regimes should include clear ring-fencing rules, limits on excessive interest deductions, and alignment with OECD or UN transfer pricing guidelines.","ai_generated":true,"unit":"iisd-001568#insight-2","date_modified":"2026-10-23"},{"text":"The average effective tax rate for profitable mining projects is recommended to be in the range of 40-60%, and this rate should be progressive, increasing for more profitable projects.","ai_generated":true,"unit":"iisd-001568#insight-3","date_modified":"2026-10-23"},{"text":"Mining entities must be required to conduct integrated Environmental and Social Impact Assessments (ESIA) that include baseline conditions, climate change risks, and mitigation plans, with specific data disaggregated by gender.","ai_generated":true,"unit":"iisd-001568#insight-4","date_modified":"2026-10-23"},{"text":"Governments should prohibit the issuance of mining permits in areas of active armed conflict to uphold the rule of law and ensure the safety of workers and communities.","ai_generated":true,"unit":"iisd-001568#insight-5","date_modified":"2026-10-23"},{"text":"Environmental management must follow the mitigation hierarchy—avoid, minimize, restore/rehabilitate, and offset—with the goal of achieving no net loss of biodiversity.","ai_generated":true,"unit":"iisd-001568#insight-6","date_modified":"2026-10-23"},{"text":"Mine closure plans must be submitted as a condition of the permit and include full financial assurance to cover all outstanding closure work, even if the operator fails to fulfill their obligations.","ai_generated":true,"unit":"iisd-001568#insight-7","date_modified":"2026-10-23"},{"text":"For Artisanal and Small-Scale Mining (ASM), governments should develop specific legal frameworks that simplify procedures and incentivize formalization through a bottom-up approach.","ai_generated":true,"unit":"iisd-001568#insight-8","date_modified":"2026-10-23"},{"text":"Governments should take active steps to eliminate the use of mercury and other toxic substances in ASM, including ratifying the Minamata Convention on Mercury and developing National Action Plans.","ai_generated":true,"unit":"iisd-001568#insight-9","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate change adaptation","renewable energy","energy efficiency","biodiversity","environmental impact assessment","Sustainable Development Goals","climate finance"],"geography_discussed":["Canada","Ghana","Mongolia","Chile","Senegal","Turkey","Peru","Philippines","Honduras","Tanzania","Colombia","Zambia","Zimbabwe"],"frame_perspective":[],"analysis_type":["policy guidance","best practice framework"]}]}