{"query_echo":{"q":"","filters":{"analysis_type":["Scoping Report"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Scoping Report' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":8,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Scoping+Report","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":"afripo-000149","url":"https://climateinsightsdirectory.org/document/afripo-000149","title":"Green Technology and Youth Employment Potential in Africa: A Continental Scoping Report","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"report","language":"en","date_published":"2023-11-08","source_url":"https://afripoli.org/green-technology-and-youth-employment-potential-in-africa-a-continental-scoping-report","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a disconnect between green technology programmes and youth employment policies in Africa, noting that while energy and agriculture are primary focuses, there is significant untapped potential in ICTs, indigenous knowledge, and local manufacturing to create sustainable jobs for young people.","ai_generated":true,"unit":"afripo-000149#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a systemic lack of integration between major green technology funding mechanisms and youth employment goals. While some national youth employment policies in countries like Ghana, Kenya, Senegal, and Uganda incorporate green technology, the primary green technology programmes—including the Global Environmental Facility (GEF), Green Climate Fund (GCF), Adaptation Fund (AF), and Internationale Klimaschutz Initiative (IKI)—do not include youth employment in their design, nor does the Technology Needs Assessments (TNA) methodology explicitly provide for youth inclusion.","ai_generated":true,"unit":"afripo-000149#insight-1","date_modified":"2026-10-23"},{"text":"Energy and agriculture are the most prominent sectors for green technology focus in Africa. Energy is prioritised due to the global transition away from fossil fuels and the need to extend energy access, while agriculture is central because of its role in food security and rural development.","ai_generated":true,"unit":"afripo-000149#insight-2","date_modified":"2026-10-23"},{"text":"Significant opportunities for youth employment exist in the intersection of green technology with ICTs, indigenous knowledge, and local manufacturing, though these are currently underutilised. ICTs can bridge data gaps and create marketing platforms, while indigenous knowledge is linked to climate services and agriculture but is largely absent from youth employment policies. Additionally, there is a gap in policy focus regarding the local manufacturing of green technology inputs and services.","ai_generated":true,"unit":"afripo-000149#insight-3","date_modified":"2026-10-23"}],"climate_tags":["energy transition","Climate-smart agriculture","traditional knowledge","biodiversity loss","pollution","climate finance"],"geography_discussed":["Ghana","Kenya","Senegal","Uganda","South Africa"],"frame_perspective":[],"analysis_type":["scoping report","policy analysis"]},{"id":"iisd-000705","url":"https://climateinsightsdirectory.org/document/iisd-000705","title":"Enhancing Caribbean Civil Society’s Access and Readiness for Climate Finance: Scoping Report","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021-10-30","source_url":"https://www.iisd.org/publications/enhancing-caribbean-civil-society-access-readiness-climate-finance","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the necessity of involving civil society organizations (CSOs) in climate action to support Caribbean governments facing disproportionate climate risks. It is part of a project funded by the Green Climate Fund's Readiness and Preparatory Support Programme, implemented across seven CARICOM Member States to enhance CSO access and readiness for climate finance.","ai_generated":true,"unit":"iisd-000705#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Caribbean countries are highly vulnerable to climate risks that can rapidly reverse long-term development progress, necessitating a collaborative approach to climate action involving governments, local communities, the private sector, international partners, and civil society organizations (CSOs).","ai_generated":true,"unit":"iisd-000705#insight-1","date_modified":"2026-10-23"},{"text":"A project to enhance CSO access and readiness for climate finance is being implemented by national designated authorities (NDAs) to the Green Climate Fund (GCF) in seven CARICOM Member States: Antigua and Barbuda, Belize, Grenada, Jamaica, Saint Kitts and Nevis, Saint Lucia, and Suriname.","ai_generated":true,"unit":"iisd-000705#insight-2","date_modified":"2026-10-23"},{"text":"Jamaica has introduced a gender and climate change strategy and action plan (GCCSAP) based on a national assessment of policy and institutional contexts to enable gender-responsive climate action.","ai_generated":true,"unit":"iisd-000705#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","disaster risk reduction","Green Climate Fund"],"geography_discussed":["Antigua and Barbuda","Belize","Grenada","Jamaica","Saint Kitts and Nevis","Saint Lucia","Suriname"],"frame_perspective":[],"analysis_type":["scoping report"]},{"id":"cdkn-000653","url":"https://climateinsightsdirectory.org/document/cdkn-000653","title":"Scoping report ETHIOPIA’S RESPONSE TO CLIMATE CHANGE AND GENDER","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2020-06","source_url":"https://cdkn.org/sites/default/files/files/Jun-20-Scoping-Report-Ethiopias-Response-to-Climate-Change-and-Gender-Final-1-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The scoping report identifies a general consensus on the importance of gender-responsive climate action in Ethiopia but highlights significant gaps in institutionalization, accountability, and technical expertise. While the Climate-Resilient Green Economy (CRGE) Strategy and National Adaptation Plan (NAP) have undergone gender analyses, the report finds that attitudinal barriers and a lack of coordination between gender directorates and climate coordination offices hinder implementation. It specifically notes that sectors like transport and urban planning are overlooked compared to agriculture, and recommends the establishment of a Standing Committee and a Gender Readiness Fund to bridge these gaps.","ai_generated":true,"unit":"cdkn-000653#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a general agreement among stakeholders that gender-responsive policies are essential for the Climate-Resilient Green Economy (CRGE) and National Adaptation Plan (NAP), and both the EFCCC and the MoF's CRGE Facility have commissioned gender analyses for these frameworks.","ai_generated":true,"unit":"cdkn-000653#insight-1","date_modified":"2026-10-23"},{"text":"The institutionalization of gender integration is severely lacking, which negatively impacts planning, implementation, accountability, and decision-making processes regarding climate change.","ai_generated":true,"unit":"cdkn-000653#insight-2","date_modified":"2026-10-23"},{"text":"Within the EFCCC, the CRGE and NAP Coordination Office faces barriers including attitudinal resistance, a lack of dedicated gender experts, and an irregular, informal relationship with the Gender Directorate.","ai_generated":true,"unit":"cdkn-000653#insight-3","date_modified":"2026-10-23"},{"text":"Gender mainstreaming efforts in climate change are unevenly distributed across sectors; the Ministry of Agriculture and Ministry of Water, Irrigation and Energy show more progress than the Ministries of Transport, Trade and Industry, and Urban Development and Housing.","ai_generated":true,"unit":"cdkn-000653#insight-4","date_modified":"2026-10-23"},{"text":"The Ministry of Finance's Gender Directorate possesses strong tools for gender-responsive budgeting and monitoring but lacks technical expertise in climate change, leading to a gap where it was unaware of the NAP gender analysis.","ai_generated":true,"unit":"cdkn-000653#insight-5","date_modified":"2026-10-23"},{"text":"The CRGE Facility lacks internal gender mainstreaming or budgeting guidelines, although it has developed a framework in collaboration with the Global Green Growth Institute (GGGI) that proposes a Gender Readiness Fund to support sector-specific analysis.","ai_generated":true,"unit":"cdkn-000653#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a lack of awareness regarding international and continental gender-climate frameworks and a failure to maximize the use of existing tools for integrating gender into governance.","ai_generated":true,"unit":"cdkn-000653#insight-7","date_modified":"2026-10-23"}],"climate_tags":["gender mainstreaming","national adaptation plan","climate finance","urban planning","transport industry"],"geography_discussed":["Addis Ababa"],"frame_perspective":[],"analysis_type":["scoping report","institutional assessment"]},{"id":"seforall-000072","url":"https://climateinsightsdirectory.org/document/seforall-000072","title":"Levers of Change: How Global Trends Impact Gender Equality and Social Inclusion in Access to Sustainable Energy","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2018-05-01","source_url":"https://www.seforall.org/publications/levers-of-change-how-global-trends-impact-gender-equality-and-social-inclusion-in","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This scoping report examines how global trends—including energy decentralization, affordability, mobile payments, women's entrepreneurship, urbanization, and humanitarian settings—affect gender equality and social inclusion in sustainable energy access, with specific analysis of five countries.","ai_generated":true,"unit":"seforall-000072#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Several global trends influence the achievement of gender equality in energy access, specifically the decentralization and affordability of energy services, mobile payments, women's entrepreneurship, urbanization, and humanitarian settings.","ai_generated":true,"unit":"seforall-000072#insight-1","date_modified":"2026-08-17"},{"text":"Women in low- and middle-income countries face systemic barriers to accessing energy trends; they are 10 percent less likely than men to own a mobile phone, and many poor women lack access to the formal financial systems and consumer finance required to afford clean cooking stoves or solar home systems, despite these being the lowest-cost options in Sub-Saharan Africa.","ai_generated":true,"unit":"seforall-000072#insight-2","date_modified":"2026-08-17"},{"text":"National outcomes vary based on policy and infrastructure: Tanzania has strong gender policies and a mobile money system supporting off-grid solar; Bangladesh uses government subsidies and loans to target universal electricity access by 2030; and Nigeria's pay-as-you-go solar market is hindered by a banking sector that limits rural access to mobile money.","ai_generated":true,"unit":"seforall-000072#insight-3","date_modified":"2026-08-17"}],"climate_tags":["sustainable energy","gender equality","energy access","social inclusion"],"geography_discussed":["sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["Scoping Report"]},{"id":"earjust-002512","url":"https://climateinsightsdirectory.org/document/earjust-002512","title":"Federal Coal Program Programmatic EIS Scoping Report","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"report","language":"en","date_published":"2017-01","source_url":"https://earthjustice.org/wp-content/uploads/coalpeis_rptsscoping_vol1_508.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Bureau of Land Management (BLM) is conducting a comprehensive review of the Federal coal program via a Programmatic Environmental Impact Statement (PEIS). This scoping report identifies key areas for reform, including increasing royalty rates to ensure fair market value, accounting for greenhouse gas emissions through carbon budgets or royalty adders, and improving lease process efficiency. The document summarizes extensive public input and proposes several combination packages of policy options to be analyzed in the Draft PEIS, alongside 'no action' and 'no leasing' alternatives.","ai_generated":true,"unit":"earjust-002512#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Federal coal program has not undergone a comprehensive review since the mid-1980s, and most regulations date back to the late 1970s, leading to calls for modernization regarding climate change, fair return to taxpayers, and process efficiency.","ai_generated":true,"unit":"earjust-002512#insight-1","date_modified":"2026-10-23"},{"text":"The BLM manages coal leasing on approximately 570 million acres of Federal land, with 306 active leases covering over 475,000 acres across 10 states, containing an estimated 7.4 billion tons of recoverable coal.","ai_generated":true,"unit":"earjust-002512#insight-2","date_modified":"2026-10-23"},{"text":"Coal-fired electricity generation in the US declined from 50 percent of total generation in 2005 to 33 percent by 2015, contributing to a steep decline in coal production.","ai_generated":true,"unit":"earjust-002512#insight-3","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate change","carbon budget","renewable energy","energy transition","carbon capture and storage","Paris Agreement","Clean Power Plan"],"geography_discussed":["World","Wyoming","Montana","Colorado","Utah","Powder River basin"],"frame_perspective":[],"analysis_type":["scoping report","policy framework","environmental impact assessment"]},{"id":"iisd-002959","url":"https://climateinsightsdirectory.org/document/iisd-002959","title":"Gender and Fossil Fuel Subsidy Reform","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2016-08","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-current-status-research.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds a significant lack of primary quantitative research on how fossil fuel subsidy reforms specifically affect women. It argues that while subsidies are generally regressive—benefiting wealthier households—their removal can disproportionately harm poor women due to their primary responsibility for domestic energy tasks and limited intra-household bargaining power. The document reviews the potential for mitigation measures, such as conditional cash transfers and targeted energy vouchers, and outlines a mixed-methods research plan for Bangladesh, India, and Nigeria to analyze impacts on women's welfare, productivity, and empowerment.","ai_generated":true,"unit":"iisd-002959#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a critical lack of primary, quantitative research specifically addressing the gender-differentiated impacts of fossil fuel subsidy reforms.","ai_generated":true,"unit":"iisd-002959#insight-1","date_modified":"2026-10-23"},{"text":"Fossil fuel subsidies are generally regressive, with a large portion of benefits captured by wealthier households rather than the poor.","ai_generated":true,"unit":"iisd-002959#insight-2","date_modified":"2026-10-23"},{"text":"Women in low-income households are likely to bear a disproportionate burden of subsidy reforms because they are primarily responsible for domestic chores and often have limited power over household spending.","ai_generated":true,"unit":"iisd-002959#insight-3","date_modified":"2026-10-23"},{"text":"Increased energy prices resulting from reforms can push households back toward traditional biomass fuels, which increases women's time spent on fuel collection and exposes them to indoor air pollution.","ai_generated":true,"unit":"iisd-002959#insight-4","date_modified":"2026-10-23"},{"text":"In Nigeria, kerosene subsidies are regressive and prone to corruption, with black market diversion often resulting in prices significantly higher than the official subsidised rate of ₦50 per litre.","ai_generated":true,"unit":"iisd-002959#insight-5","date_modified":"2026-10-23"},{"text":"India's Direct Benefit Transfer for LPG (DBTL) scheme has faced challenges where subsidies are transferred to the male head of household and not always passed to the women who manage household expenditure.","ai_generated":true,"unit":"iisd-002959#insight-6","date_modified":"2026-10-23"},{"text":"In Bangladesh, solar home systems (SHS) have demonstrated positive gender impacts, including a reduction in kerosene consumption and an increase in women's time for reading and tutoring children.","ai_generated":true,"unit":"iisd-002959#insight-7","date_modified":"2026-10-23"},{"text":"Conditional cash transfers (CCTs) can mitigate the income loss from subsidy reform, but they may reinforce traditional gender roles by linking payments to women's roles as caregivers.","ai_generated":true,"unit":"iisd-002959#insight-8","date_modified":"2026-10-23"},{"text":"Targeted energy interventions, such as LPG voucher schemes in Peru (FISE), can effectively encourage a shift away from biomass and improve health and financial outcomes for poor households.","ai_generated":true,"unit":"iisd-002959#insight-9","date_modified":"2026-10-23"},{"text":"The report proposes a mixed-methods research approach for Phase 2, combining secondary data audits, interviews, surveys, and focus group discussions to measure impacts on women's welfare, productivity, and empowerment.","ai_generated":true,"unit":"iisd-002959#insight-10","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","energy access","gender equality","household air pollution"],"geography_discussed":["Peru","Mexico","Morocco","Jharkhand","Lagos","Imo State","Rivers State"],"frame_perspective":[],"analysis_type":["literature review","scoping report","policy analysis","methodological framework"]},{"id":"sei-001821","url":"https://climateinsightsdirectory.org/document/sei-001821","title":"Arctic Resilience Report Scoping Workshop","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2011-11-02","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-Report-AnnikaENilsson-ArcticResilienceReportScopingWorkshop-2011.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the outcomes of a September 2011 workshop designed to scope the Arctic Resilience Report (ARR). It defines resilience as the capacity of a system to absorb disturbance and reorganise while retaining its identity, and proposes a methodology to identify 'tipping points'—abrupt and potentially irreversible changes in social-ecological systems. The report outlines a preliminary assessment of Arctic drivers (such as climate change and resource demand), sources of general resilience (including biodiversity and governance), and potential regime shifts across local, regional, and pan-arctic scales. It concludes with a formal proposal to the Arctic Council to implement the ARR project between 2012 and 2015, emphasizing the integration of indigenous knowledge and the need for policy-relevant outputs.","ai_generated":true,"unit":"sei-001821#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A resilience framework is identified as a useful tool for analyzing risks of thresholds that can lead to abrupt and sometimes irreversible changes in the Arctic across local, regional, and pan-arctic scales.","ai_generated":true,"unit":"sei-001821#insight-1","date_modified":"2026-10-23"},{"text":"The proposed Arctic Resilience Report (ARR) aims to identify risks of abrupt shifts in social and environmental systems, assess the Arctic's ability to persist, adapt, and transform, and determine strategies for governments and communities to build resilience.","ai_generated":true,"unit":"sei-001821#insight-2","date_modified":"2026-10-23"},{"text":"Resilience is defined as the capacity of a system to absorb disturbance and reorganise so as to retain essentially the same function, structure, and feedbacks, thereby maintaining its identity.","ai_generated":true,"unit":"sei-001821#insight-3","date_modified":"2026-10-23"},{"text":"The workshop identified diverse drivers of change in the Arctic, categorised into physical changes (e.g., climate change, sea level rise, thawing permafrost), social drivers (e.g., resource demand, militarisation, geopolitical changes), and combined drivers (e.g., oil and mineral exploration, shipping routes, tourism).","ai_generated":true,"unit":"sei-001821#insight-4","date_modified":"2026-10-23"},{"text":"General resilience—the ability to deal with shocks without losing identity—is supported by factors including biodiversity, functioning government, education, diversified economies, cultural identity, and social capital such as family networks.","ai_generated":true,"unit":"sei-001821#insight-5","date_modified":"2026-10-23"},{"text":"Potential tipping points in the Arctic were identified across different scales, such as the 'Greening of the Arctic' and 'Methane release' at a pan-arctic level, and the 'Loss of sea ice' or 'Ocean acidification reaching critical pH' at a regional level.","ai_generated":true,"unit":"sei-001821#insight-6","date_modified":"2026-10-23"},{"text":"The report emphasizes that indigenous traditional knowledge must be integrated into the ARR process, suggesting five ways to do so, including the documentation of indigenous knowledge and the development of an indigenous conceptualisation of change.","ai_generated":true,"unit":"sei-001821#insight-7","date_modified":"2026-10-23"},{"text":"The ARR is intended to complement other Arctic Council activities, specifically the Arctic Change Assessment (ACA), the Arctic Biodiversity Assessment, and the Arctic Ocean Review conducted by PAME.","ai_generated":true,"unit":"sei-001821#insight-8","date_modified":"2026-10-23"},{"text":"The formal proposal to the Arctic Council outlines a project timeline from 2012 to 2015, including the production of an interim report in 2013 and a final report in 2015, with funding for scientific leadership and secretariat provided by Sweden.","ai_generated":true,"unit":"sei-001821#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","tipping points in the climate system","ecosystem service","ocean acidification","biodiversity","climate change adaptation"],"geography_discussed":["Sweden","Siberian tundra","Alaska","Canadian archipelago","Barents Region"],"frame_perspective":[],"analysis_type":["scoping report","methodological framework","policy proposal"]},{"id":"seforall-000351","url":"https://climateinsightsdirectory.org/document/seforall-000351","title":"Switching Gears","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.seforall.org/system/files/2020-02/SEforALL-Switching_Gears.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that energy and mobility sectors must move from silos to synergies to achieve the Sustainable Development Goals (SDGs). It identifies 19 priority countries and 260 cities, categorizing them into four types: Efficiency Opportunists, Digital Disruptors, Electric Vehicle Leapfroggers, and Renewable Drivers. The document proposes three primary solutions: integrated energy, land-use, and mobility planning; demand-side targeting and management using digital tools; and the deployment of electric mobility (specifically buses and two-wheelers). It highlights a significant financing gap for sustainable transport in small cities and recommends cross-sector alliances and improved spatial data to attract investment.","ai_generated":true,"unit":"seforall-000351#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report identifies 19 priority countries and 260 fast-growing small-to-medium-sized cities (population 300,000 to 1,000,000) as high-potential areas for sustainable urban mobility interventions. These are grouped into four types: 'Efficiency Opportunists' (predominantly in India), 'Digital Disruptors' (diverse global locations), 'Electric Vehicle Leapfroggers' (notably in the Philippines and Namibia), and 'Renewable Drivers' (led by Nigeria, Ethiopia, and Zambia).","ai_generated":true,"unit":"seforall-000351#insight-1","date_modified":"2026-10-23"},{"text":"The 'Avoid/Shift/Improve' framework is proposed to unite energy and mobility. 'Avoid' focuses on integrated land-use and energy planning to reduce unnecessary travel; 'Shift' encourages moving from private cars to mass transit; and 'Improve' focuses on lowering the carbon intensity of fuels through electrification and renewables.","ai_generated":true,"unit":"seforall-000351#insight-2","date_modified":"2026-10-23"},{"text":"Digitalization and spatial mapping (GIS) are identified as critical tools for 'Demand-side targeting and management.' These tools can identify 'spatial mismatch' where low-income households are far from jobs, and can be used to provide services (like health and education) closer to the user to reduce the need for travel.","ai_generated":true,"unit":"seforall-000351#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant financing gap for sustainable urban mobility in secondary cities. Multilateral climate finance for mobility projects has only reached cities at a rate of 11 percent. The report notes that while the total cost of ownership for EVs is often lower, high upfront costs and a lack of credit lines remain major barriers for the poor.","ai_generated":true,"unit":"seforall-000351#insight-4","date_modified":"2026-10-23"},{"text":"The report emphasizes that sustainable mobility intersects with multiple SDGs, including health (reducing air pollution and road fatalities), education (improving access for children and teachers), and gender equality (reducing time spent on care-related trips).","ai_generated":true,"unit":"seforall-000351#insight-5","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","renewable energy","land-use planning","climate finance","air quality","greenhouse gas emissions","demand-side management","biofuel","hydrogen","energy efficiency"],"geography_discussed":["India","Nigeria","Ethiopia","Zambia","Malawi","Ghana","Nepal","Kenya","Rwanda","Bhubaneswar"],"frame_perspective":[],"analysis_type":["scoping report","quantitative mapping","policy analysis"]}]}