{"query_echo":{"q":"","filters":{"analysis_type":["Socio-Economic Impact Assessment"]},"warnings":[]},"total":{"value":100,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Socio-Economic+Impact+Assessment&page=3","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Socio-Economic+Impact+Assessment&page=4","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":"greeneur-000015","url":"https://climateinsightsdirectory.org/document/greeneur-000015","title":"Preseljenje sela uznemiravanje života","publisher":{"name":"Green European Journal","organization":"green-european-journal"},"document_type":"research paper","language":"hr","date_published":"2021-03-31","source_url":"https://www.greeneuropeanjournal.eu/preseljenje-sela-uznemiravanje-zivota/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The text examines the forced relocation of villages near the Garzweiler lignite mine in Germany's Rhine Valley. It highlights the emotional and social trauma of residents, the inadequacy of financial compensation for non-material losses, and the perceived failure of the German government to accelerate the energy transition (Energiewende) while protecting local communities. The authors describe the emergence of activist movements like 'Alle Dörfer Bleiben' as a response to the lack of democratic influence and the prioritization of mining interests under the Federal Mining Act.","ai_generated":true,"unit":"greeneur-000015#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The expansion of the Garzweiler II open-cast lignite mine, covering 48 square kilometers in the Erkelenz region, is planned to displace villages by 2035, with some, such as Kuckum, required to yield by 2027.","ai_generated":true,"unit":"greeneur-000015#insight-1","date_modified":"2026-10-23"},{"text":"The German Federal Mining Act creates a legal imbalance by prioritizing resource extraction over the interests of local residents, leaving them with little recourse but to relocate.","ai_generated":true,"unit":"greeneur-000015#insight-2","date_modified":"2026-10-23"},{"text":"Relocated residents experience profound non-material losses, including the erasure of personal history and the breakdown of social structures, which standardized financial compensation fails to address.","ai_generated":true,"unit":"greeneur-000015#insight-3","date_modified":"2026-10-23"},{"text":"Germany is identified as Europe's largest carbon emitter, with 38% of EU carbon emissions in 2016 attributed to Germany, nearly half of which originated from the lignite-rich Rhine region.","ai_generated":true,"unit":"greeneur-000015#insight-4","date_modified":"2026-10-23"},{"text":"The German energy transition (Energiewende) has slowed due to industry lobbying and the loss of jobs in the solar sector, making the 2020 goal of reducing carbon emissions by 40% unlikely to be met.","ai_generated":true,"unit":"greeneur-000015#insight-5","date_modified":"2026-10-23"},{"text":"The 2018 Coal Commission's recommendations moved the coal phase-out date from 2045 to 2038 and allocated 40 billion euros for structural adjustments, but the plan does not stop the relocation of villages near the Garzweiler mine.","ai_generated":true,"unit":"greeneur-000015#insight-6","date_modified":"2026-10-23"},{"text":"Local residents have formed activist movements, such as 'Alle Dörfer Bleiben' (All Villages Stay) and 'Ende Gelände', to protest the lack of political action on climate change and the procedural injustice of the relocation process.","ai_generated":true,"unit":"greeneur-000015#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy transition","carbon dioxide emissions","climate justice","Coal phase-out","renewable energy","Paris Agreement"],"geography_discussed":["Erkelenz","Kuckum","Keyenberg","Immerath","North Rhine-Westphalia","Saarland","Lusatia","Berverath","European Union","France","Italy","United Kingdom"],"frame_perspective":[],"analysis_type":["socio-economic impact assessment","policy analysis","field research"]},{"id":"climstra-000293","url":"https://climateinsightsdirectory.org/document/climstra-000293","title":"Incorporating Just Transition strategies in developing country NDCs and post COVID responses: Ghana","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://climatestrategies.org/wp-content/uploads/2021/07/Ghana_Report_Formatted_Updated.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while most informal sector workers and traditional leaders in Ghana observe clear climate change signals, they are largely excluded from the development of national climate policies and have minimal knowledge of 'just transition' strategies. It highlights that COVID-19 restrictions severely impacted informal businesses, with many unable to access government stimulus packages due to lack of documentation or political patronage. The study recommends formalizing the role of Traditional Councils and worker associations in climate policy to ensure a more inclusive and sustainable transition.","ai_generated":true,"unit":"climstra-000293#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A vast majority of informal sector workers and traditional leaders have observed climate change signals over the last 10 to 20 years, specifically noting increased temperatures, changes in rainfall patterns and amounts, and a higher frequency of weather-related storms.","ai_generated":true,"unit":"climstra-000293#insight-1","date_modified":"2026-10-23"},{"text":"Climate change significantly impacts the livelihoods of informal workers through decreased agricultural production, intermittent power outages, and reduced availability of raw materials.","ai_generated":true,"unit":"climstra-000293#insight-2","date_modified":"2026-10-23"},{"text":"Informal sector workers are largely marginalized in the creation of climate policies, with 92.5% of surveyed workers stating they played no role in the development of national climate change strategies.","ai_generated":true,"unit":"climstra-000293#insight-3","date_modified":"2026-10-23"},{"text":"Knowledge of 'just transition' strategies is very low among informal workers and traditional leaders, though some identify the 'Planting for Food and Jobs' project as an example of such a strategy.","ai_generated":true,"unit":"climstra-000293#insight-4","date_modified":"2026-10-23"},{"text":"COVID-19 restrictions caused a drastic drop in sales and customers for 88% of sampled informal workers, yet only 1.25% of respondents received assistance from government stimulus programs.","ai_generated":true,"unit":"climstra-000293#insight-5","date_modified":"2026-10-23"},{"text":"Barriers to accessing COVID-19 financial assistance for informal workers included a lack of business documentation, lack of awareness, and perceived political bias favoring supporters of the ruling New Patriotic Party (NPP).","ai_generated":true,"unit":"climstra-000293#insight-6","date_modified":"2026-10-23"},{"text":"Traditional Councils, as custodians of land and water, are currently marginalized in the development of climate change policies in Ghana.","ai_generated":true,"unit":"climstra-000293#insight-7","date_modified":"2026-10-23"},{"text":"Formal sector officials in environment and climate policy roles possess a strong understanding of NDCs and just transition strategies, contrasting with private sector trade representatives who generally lack this knowledge.","ai_generated":true,"unit":"climstra-000293#insight-8","date_modified":"2026-10-23"}],"climate_tags":["just transition","Nationally Determined Contributions","climate change adaptation","Climate-smart agriculture","greenhouse gas emissions","climate finance","climate justice","low-carbon economy"],"geography_discussed":["Amasaman","Nsaba","Greater Accra Region","Central Region","Weija-Gbawe Municipality","Ga West Municipality"],"frame_perspective":[],"analysis_type":["stakeholder analysis","socio-economic impact assessment","policy evaluation"]},{"id":"pari-000100","url":"https://climateinsightsdirectory.org/document/pari-000100","title":"BROKEN PROMISES","publisher":{"name":"Public Affairs Research Institute","organization":"public-affairs-research-institute"},"document_type":"briefing","language":"tl","date_published":"2021","source_url":"https://pari.org.za/wp-content/uploads/2021/04/CBSesothoNew.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The briefing examines the gap between South Africa's policy goals for affordable energy and the reality for low-income households. It identifies two primary failures: the lack of a clear definition for \"affordable energy\" and the systemic failure of the Free Basic Electricity (FBE) program. The document reveals that in 2019, while national grants covered 9.8 million households for basic services, only 2 million actually received free electricity, leaving approximately 5.4 million eligible poor households without the benefit and resulting in a loss of R6 billion in 2019 alone.","ai_generated":true,"unit":"pari-000100#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The South African government has not provided a concrete definition or price ceiling for \"affordable energy,\" which has undermined the primary goal of the 1998 White Paper on Energy.","ai_generated":true,"unit":"pari-000100#insight-1","date_modified":"2026-10-23"},{"text":"Low-income households in South Africa face a disproportionate financial burden for energy, spending up to 17% of their income on energy, which limits their ability to afford other essentials like food.","ai_generated":true,"unit":"pari-000100#insight-2","date_modified":"2026-10-23"},{"text":"The Free Basic Electricity (FBE) program, introduced in 2003 to provide 50 kWh of free electricity per month, is severely under-implemented because municipalities fail to register eligible poor households.","ai_generated":true,"unit":"pari-000100#insight-3","date_modified":"2026-10-23"},{"text":"In 2019, there was a massive discrepancy between national funding and actual service delivery: funding was provided for 9.8 million households, but only 2 million received free electricity. After accounting for 2.5 million households without electricity access, approximately 5.4 million eligible poor households were denied the benefit, representing a value of R6 billion for that year.","ai_generated":true,"unit":"pari-000100#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy access","household air pollution","energy poverty"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","socio-economic impact assessment"]},{"id":"iisd-000963","url":"https://climateinsightsdirectory.org/document/iisd-000963","title":"How Can India’s Energy Sector Recover Sustainably from COVID-19? Part 3 – Social Sustainability: Energy affordability and pricing reform in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2020-09-29","source_url":"https://www.iisd.org/articles/how-can-indias-energy-sector-recover-sustainably-covid-19-part-3","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the tension between the need for electricity tariff reforms to save insolvent distribution companies (DISCOMs) and the decreased ability of low-income Indian households to pay for energy following the COVID-19 lockdown. It proposes shifting subsidies away from better-off households, implementing direct cash transfers (DBT-P), and improving data collection on consumer willingness to pay. The briefing highlights that while technical solutions like simplifying tariff slabs exist, political hurdles at the state level remain a primary barrier to reform.","ai_generated":true,"unit":"iisd-000963#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 lockdown caused severe economic distress for low-income Indians, with unemployment reaching 26% in early April and a 23.9% economic contraction in the last quarter. A Dalberg survey of 47,000 households across 15 states found that over half of low-income households lost their primary income earner, and average household incomes dropped to 40% of pre-lockdown levels.","ai_generated":true,"unit":"iisd-000963#insight-1","date_modified":"2026-10-23"},{"text":"India's electricity distribution companies (DISCOMs) are facing a solvency crisis because the pandemic reduced power sales and weakened the 'cross-subsidies' system, where industrial and commercial users—now facing financial losses—subsidize agricultural and residential consumers. To mitigate this, a loan package of approximately USD 12.1 billion (INR 90,000 crore) was announced.","ai_generated":true,"unit":"iisd-000963#insight-2","date_modified":"2026-10-23"},{"text":"To balance financial sustainability with social affordability, the document suggests three principles: targeting tariff increases only at better-off households who currently capture a large share of subsidies, replacing energy subsidies with cash transfers via a Direct Benefits Transfer for Power (DBT-P) scheme, and preparing policy options for the economic recovery phase.","ai_generated":true,"unit":"iisd-000963#insight-3","date_modified":"2026-10-23"},{"text":"Research indicates that consumers are more willing to pay higher tariffs if service quality improves. An IISD study in Uttar Pradesh found that 60% of urban and 70% of rural households would pay more if DISCOM services—such as billing, payment options, and voltage stability—improved. A TERI study noted a high willingness to pay for basic lighting, but a decrease for higher service levels.","ai_generated":true,"unit":"iisd-000963#insight-4","date_modified":"2026-10-23"},{"text":"Current electricity tariff systems in India are overly complex, sometimes featuring up to 90 distinct consumer categories. Proposed reforms include simplifying these into five main categories (agricultural, residential, commercial, industrial, and institutional), adjusting rates based on voltage costs, and varying tariffs by geography to reflect regional poverty clusters.","ai_generated":true,"unit":"iisd-000963#insight-5","date_modified":"2026-10-23"},{"text":"Political resistance at the state level hinders tariff adjustments. The central government has attempted to shift control toward the center through draft amendments to the Electricity Act to reduce cross-subsidies and appoint state electricity commission members. Another suggestion is a voluntary 'opt-out' campaign for subsidies for wealthy households, similar to the 2015 Give Up LPG Subsidy campaign.","ai_generated":true,"unit":"iisd-000963#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy access","energy transition","energy policy"],"geography_discussed":["Uttar Pradesh","Andhra Pradesh","Jharkhand"],"frame_perspective":[],"analysis_type":["policy analysis","socio-economic impact assessment"]},{"id":"issafri-002710","url":"https://climateinsightsdirectory.org/document/issafri-002710","title":"Peace & Security Council Report","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2020-04","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/pscreport-123.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The African Union (AU) and Africa CDC reacted quickly to COVID-19, coordinating health responses and establishing an anti-COVID-19 fund. However, the pandemic has exacerbated security threats in West and Central Africa, where fighting against terrorism and internal conflicts continues despite global ceasefire calls. In the Horn of Africa, the virus has disrupted peace processes and created new instabilities, including the politicisation of response measures and the release of thousands of inmates. The report also highlights the extreme vulnerability of Africa's 25.2 million refugees and internally displaced persons, warning that border closures may increase irregular migration and transmission risks.","ai_generated":true,"unit":"issafri-002710#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The African Union (AU) and the Africa Centres for Disease Control and Prevention (Africa CDC) demonstrated rapid coordination at the start of the pandemic, with the Africa CDC convening health ministers on February 22, 2020. The AU established an anti-COVID-19 fund that received over $20 million, including $12.5 million in seed funding from bureau member states and $4.5 million pledged to the Africa CDC.","ai_generated":true,"unit":"issafri-002710#insight-1","date_modified":"2026-10-23"},{"text":"COVID-19 has compounded security crises in West and Central Africa, where military operations against terrorism have continued despite UN ceasefire calls. For example, on March 23, 2020, Boko Haram killed approximately 92 Chadian soldiers, prompting Chad to launch 'operation colère de Boma' to annihilate the group with permission to operate in Niger and Nigeria.","ai_generated":true,"unit":"issafri-002710#insight-2","date_modified":"2026-10-23"},{"text":"In the Horn of Africa, the pandemic has disrupted critical peace processes and diplomatic negotiations. In Sudan, negotiations to end conflicts in Darfur, South Kordofan, and Blue Nile were postponed from April to May, leading the Sudan Liberation Movement led by Minni Minnawi (SLM/MM) to suspend its involvement. Additionally, negotiations between Ethiopia, Sudan, and Egypt regarding the Grand Ethiopian Renaissance Dam (GERD) were halted.","ai_generated":true,"unit":"issafri-002710#insight-3","date_modified":"2026-10-23"},{"text":"The pandemic has introduced new security risks in the Horn of Africa, including the use of excessive force by security forces enforcing lockdowns and the potential for increased crime following the mass release of inmates to reduce prison overcrowding. Ethiopia released over 4,000 inmates, Kenya nearly 5,000, and Uganda more than 2,000.","ai_generated":true,"unit":"issafri-002710#insight-4","date_modified":"2026-10-23"},{"text":"Africa's 25.2 million refugees and internally displaced persons (IDPs) are highly vulnerable to the virus due to overcrowded conditions and poor sanitation in camps. The report identifies four of the world's six largest refugee camps as being in Uganda, Kenya, Tanzania, and Ethiopia, noting that social distancing is extremely difficult in these settings.","ai_generated":true,"unit":"issafri-002710#insight-5","date_modified":"2026-10-23"},{"text":"Strict migration measures and border closures may inadvertently increase the spread of COVID-19 by driving migrants toward irregular travel methods that bypass health screenings. This risk is illustrated by the return of approximately 200,000 Afghans from Iran, where more than half of Afghanistan's confirmed cases were returnees.","ai_generated":true,"unit":"issafri-002710#insight-6","date_modified":"2026-10-23"},{"text":"The economic impact of the pandemic is expected to be severe due to Africa's reliance on the informal sector for 60% of employment and its annual import of $50 billion worth of food. AUDA-Nepad has advocated for debt relief from the G20, IMF, and World Bank to create the 'fiscal space' necessary to provide health services and compensate for job losses.","ai_generated":true,"unit":"issafri-002710#insight-7","date_modified":"2026-10-23"}],"climate_tags":["public health infrastructure","food security","climate finance","climate migration"],"geography_discussed":["South Africa","Chad","Nigeria","Niger","Burkina Faso","Central African Republic","Democratic Republic of the Congo","Cameroon","Ethiopia","Sudan","Egypt","Kenya","Uganda","Somalia","Afghanistan","Iran","Libya","Tanzania"],"frame_perspective":[],"analysis_type":["policy assessment","security analysis","socio-economic impact assessment"]},{"id":"newclim-000046","url":"https://climateinsightsdirectory.org/document/newclim-000046","title":"The Mongolian electricity sector in the context of international climate","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2020-03-16","source_url":"http://www.newclimate.org/resources/publications/the-mongolian-electricity-sector-in-the-context-of-international-climate","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the Mongolian electricity sector's transition toward the Paris Agreement goals and the public health costs of coal power. It highlights that planned coal capacity expansions, particularly the Shivee Ovoo plant, would significantly increase premature deaths and years of life lost by 2050, while noting that Mongolia requires international financial and technical support to implement renewable energy and decouple heat and electricity supply.","ai_generated":true,"unit":"newclim-000046#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report identifies medium-term actions to increase mitigation ambition, including improving grid operation capacities for variable renewables and implementing pilot projects for renewable-based heating in aimag centres and Ulaanbaatar to decouple electricity and heat supply.","ai_generated":true,"unit":"newclim-000046#insight-1","date_modified":"2026-10-23"},{"text":"Mongolia lacks the domestic capabilities to transition to a fully decarbonised economy and will need ongoing technical and financial assistance from the international community.","ai_generated":true,"unit":"newclim-000046#insight-2","date_modified":"2026-10-23"},{"text":"Continued operation of coal-fired power plants is projected to cause approximately 1,600 premature deaths and 42,000 years of life lost in Mongolia between 2020 and 2050. Roughly 70% of these impacts would result from proposed coal capacity expansions planned by the Ministry of Energy as of January 2020.","ai_generated":true,"unit":"newclim-000046#insight-3","date_modified":"2026-10-23"},{"text":"The proposed Shivee Ovoo power plant, with a capacity of 5.3 GW, is expected to be the largest driver of health impacts, causing 640 premature deaths and 17,380 years of life lost by 2050—more than all other proposed new coal plants combined. This plant would produce electricity for China while its pollution affects the Mongolian population.","ai_generated":true,"unit":"newclim-000046#insight-4","date_modified":"2026-10-23"}],"climate_tags":["decarbonization","Paris Agreement","Nationally Determined Contributions","coal-fired power station","renewable energy","air pollution","public health","energy transition"],"geography_discussed":["Ulaanbaatar","People's Republic of China"],"frame_perspective":[],"analysis_type":["scenario analysis","socio-economic impact assessment"]},{"id":"greeneur-000206","url":"https://climateinsightsdirectory.org/document/greeneur-000206","title":"Resettling Villages","publisher":{"name":"Green European Journal","organization":"green-european-journal"},"document_type":"research paper","language":"en","date_published":"2020-03-11","source_url":"https://www.greeneuropeanjournal.eu/resettling-villages/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors examine the experiences of villagers near the Garzweiler mine in the Rhineland, where lignite extraction continues to displace communities. They argue that the resettlement process is characterized by procedural injustice, as German federal mining law prioritizes resource extraction over residents' interests. The document highlights the failure of the 'joint resettlement' model to address non-material losses, such as the loss of 'Heimat' (homeland) and the erosion of social structures. It further links these local struggles to Germany's broader failure to accelerate its energy transition (Energiewende), noting that the country remains Europe's largest carbon emitter. The text describes the emergence of activist movements like Alle Dörfer Bleiben and Ende Gelände as responses to political inaction and the perceived entanglement between the government and the mining industry.","ai_generated":true,"unit":"greeneur-000206#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"German federal mining law creates a systemic imbalance by prioritizing the extraction of raw materials over the interests and property rights of local villagers, leaving residents with no legal choice but to resettle.","ai_generated":true,"unit":"greeneur-000206#insight-1","date_modified":"2026-10-23"},{"text":"Lignite mining in the Rhineland has had a massive historical impact on land and population, resulting in the destruction of approximately 130 villages and the displacement of more than 40,000 people since 1950.","ai_generated":true,"unit":"greeneur-000206#insight-2","date_modified":"2026-10-23"},{"text":"Germany is identified as the largest carbon emitter in Europe; in 2016, it was responsible for 38% of EU carbon emissions, with nearly half of that amount originating from the Rhenish lignite area.","ai_generated":true,"unit":"greeneur-000206#insight-3","date_modified":"2026-10-23"},{"text":"The 'joint resettlement' strategy, promoted by the government and mining companies as a best practice, fails to prevent the deterioration of social relations and the emergence of deep divides between neighbors and families.","ai_generated":true,"unit":"greeneur-000206#insight-4","date_modified":"2026-10-23"},{"text":"Standardized monetary compensation offered by mining companies is insufficient because it cannot account for non-material, emotional, and irreparable losses, such as the loss of ancestral homelands.","ai_generated":true,"unit":"greeneur-000206#insight-5","date_modified":"2026-10-23"},{"text":"The 2019 Coal Commission's recommendations and the subsequent 2020 legislative draft, which moved the coal phase-out date to 2038, are criticized for deprioritizing villagers and failing to halt the resettlement of villages near the Garzweiler mine.","ai_generated":true,"unit":"greeneur-000206#insight-6","date_modified":"2026-10-23"},{"text":"Political disenchantment among affected residents has led to the creation of grassroots movements, such as Alle Dörfer Bleiben, which fight both for the preservation of homes and for a more ambitious national energy transition.","ai_generated":true,"unit":"greeneur-000206#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy transition","carbon dioxide emissions","Coal phase-out","climate justice","greenhouse gas emissions","renewable energy"],"geography_discussed":["Erkelenz","Kuckum","Keyenberg","Immerath","Berverath","Lusatia","North Rhine-Westphalia","Saarland","France","Italy","United Kingdom"],"frame_perspective":[],"analysis_type":["socio-economic impact assessment","policy analysis","qualitative fieldwork"]},{"id":"newclim-000227","url":"https://climateinsightsdirectory.org/document/newclim-000227","title":"A Roadmap for the Power Supply Sector in Argentina","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2020-02-17","source_url":"https://newclimate.org/resources/publications/a-roadmap-for-the-power-supply-sector-in-argentina","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report evaluates the energy transition in Argentina's power sector, highlighting the need to align long-term Paris Agreement temperature goals with NDC processes to avoid carbon lock-in. It identifies opportunities for leadership in renewables-based hydrogen and synthetic fuels, while noting that grid limitations are the primary short-term barrier to increasing renewable energy participation.","ai_generated":true,"unit":"newclim-000227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current modelling and sector dialogues regarding a 2050 vision for Argentina's power sector have not sufficiently addressed the long-term temperature goals of the Paris Agreement, creating risks of stranded assets and carbon lock-in.","ai_generated":true,"unit":"newclim-000227#insight-1","date_modified":"2026-10-23"},{"text":"The transition to a renewable energy sector offers Argentina the potential for regional and global leadership in synthetic fuels and renewables-based hydrogen, providing higher quality jobs than the fossil fuel sector.","ai_generated":true,"unit":"newclim-000227#insight-2","date_modified":"2026-10-23"},{"text":"While the Renewable Energy Law and RenovAR auction scheme have increased renewable energy participation, grid limitations currently represent the most significant short-term obstacle to further integration.","ai_generated":true,"unit":"newclim-000227#insight-3","date_modified":"2026-10-23"},{"text":"A socially just transition is required for communities dependent on fossil-based industries, necessitating policy interventions and compensation to mitigate negative socio-economic impacts.","ai_generated":true,"unit":"newclim-000227#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy transition","electric power industry","Nationally Determined Contributions","Paris Agreement","Carbon lock-in","stranded asset","green hydrogen","just transition","renewable energy","electrical grid"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario analysis","socio-economic impact assessment"]},{"id":"iisd-002961","url":"https://climateinsightsdirectory.org/document/iisd-002961","title":"Gender and Fossil Fuel Subsidy Reform in Nigeria","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020-02","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-nigeria.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that kerosene subsidies in Nigeria were largely ineffective, as most low-income households paid significantly above the official price and women faced long queues and safety risks from adulterated fuel. The 2016 removal of these subsidies further strained women's budgets, pushing many in rural areas back toward biomass for cooking, which increases exposure to indoor air pollution and time spent collecting wood. While women often control daily energy choices, men typically own the electronic appliances. The report recommends against returning to kerosene or LPG subsidies, suggesting instead a shift toward technology-neutral clean cooking support and social protection programs targeted at female heads of households.","ai_generated":true,"unit":"iisd-002961#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kerosene subsidies failed to provide low-cost fuel to poor women; no surveyed households paid the official price of NGN 50 per litre in 2015, with prices in Lagos being four times higher and in Imo more than six times higher.","ai_generated":true,"unit":"iisd-002961#insight-1","date_modified":"2026-10-23"},{"text":"The removal of kerosene subsidies in 2016 negatively impacted women by increasing prices and maintaining fuel scarcity, leading many to revert to biomass. In Imo, 50% of households and in Lagos 18% reported they would use more biomass as a result of price hikes.","ai_generated":true,"unit":"iisd-002961#insight-2","date_modified":"2026-10-23"},{"text":"Women bear a disproportionate burden of energy poverty because they are primarily responsible for cooking and are the main purchasers of kerosene and firewood, making their incomes more vulnerable to price increases.","ai_generated":true,"unit":"iisd-002961#insight-3","date_modified":"2026-10-23"},{"text":"The use of biomass for cooking creates significant opportunity costs for women, with survey data showing they spend 10 to 30 minutes daily collecting wood, which detracts from income-generating and family tasks.","ai_generated":true,"unit":"iisd-002961#insight-4","date_modified":"2026-10-23"},{"text":"There is a gender gap in energy decision-making: while women often decide on cooking and lighting fuels, men typically purchase and own electronic appliances, influencing the choice of energy-using devices.","ai_generated":true,"unit":"iisd-002961#insight-5","date_modified":"2026-10-23"},{"text":"Low-income households prioritize social support over energy subsidies, preferring government assistance for jobs, health, financial support, and education over access to modern energy.","ai_generated":true,"unit":"iisd-002961#insight-6","date_modified":"2026-10-23"},{"text":"The kerosene distribution system was plagued by corruption and inefficiency, forcing women to queue for hours or rely on informal dealers who sell adulterated fuel, increasing the risk of domestic explosions.","ai_generated":true,"unit":"iisd-002961#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","biomass","clean cooking","energy access","household air pollution","renewable energy","gender equality","energy poverty"],"geography_discussed":["Lagos","Imo State","India","Bangladesh","Indonesia"],"frame_perspective":[],"analysis_type":["gender analysis","policy evaluation","socio-economic impact assessment"]},{"id":"iisd-002960","url":"https://climateinsightsdirectory.org/document/iisd-002960","title":"Gender and Fossil Fuel Subsidy Reform in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-12","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-india.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses how India's LPG subsidy schemes, specifically PAHAL (DBTL) and Pradhan Mantri Ujjwala Yojana (PMUY), affect poor women. It finds that while PMUY has increased LPG access and reduced drudgery—saving women an average of one hour per day—significant inefficiencies remain. Many poor households are still left behind due to affordability and distribution barriers, while a large share of consumption subsidies benefit wealthier households. The report recommends improving targeting, reviewing the PMUY loan system to ensure affordability for the poorest, and adopting a more holistic clean cooking strategy.","ai_generated":true,"unit":"iisd-002960#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Pradhan Mantri Ujjwala Yojana (PMUY) has increased LPG access for poor women, leading to reduced exposure to indoor air pollution and significant time savings. Women using LPG saved an average of approximately one hour per day compared to those using biomass for cooking and cleaning.","ai_generated":true,"unit":"iisd-002960#insight-1","date_modified":"2026-10-23"},{"text":"LPG subsidies have influenced female decision-making power within the household. In 74% of surveyed households, women were the primary decision-makers regarding cooking energy sources, a result likely bolstered by the PMUY scheme's requirement for female beneficiaries.","ai_generated":true,"unit":"iisd-002960#insight-2","date_modified":"2026-10-23"},{"text":"The PAHAL (DBTL) consumption subsidy is highly inefficient and poorly targeted, with a significant portion of benefits accruing to high-income households. In 2018, PAHAL subsidies were estimated at INR 2,008 billion, more than eight times the volume of PMUY subsidies, and 48% of surveyed LPG-using households did not hold below the poverty line (BPL) cards.","ai_generated":true,"unit":"iisd-002960#insight-3","date_modified":"2026-10-23"},{"text":"Despite the PMUY connection subsidy, many poor households remain dependent on biomass. In the states of Chhattisgarh and Jharkhand, more than half of the surveyed poor households did not use LPG, often due to high refill costs, local unavailability, or unreliable targeting data from the SECC-2011.","ai_generated":true,"unit":"iisd-002960#insight-4","date_modified":"2026-10-23"},{"text":"The PMUY loan system for stoves and first refills may hinder energy access for the poorest. Because these loans are repaid through deductions from the DBTL subsidy, the effective price of LPG increases during the payback period, making PMUY recipients more sensitive to price increases.","ai_generated":true,"unit":"iisd-002960#insight-5","date_modified":"2026-10-23"},{"text":"LPG adoption in rural areas has shifted the burden of fuel management from women to men. While women typically collect biomass, LPG collection in rural areas is predominantly a male responsibility because cylinders must be collected from distributors rather than delivered to the home.","ai_generated":true,"unit":"iisd-002960#insight-6","date_modified":"2026-10-23"},{"text":"Fuel stacking remains common across all income groups, with households using a mix of LPG and fuelwood. On average, surveyed households sourced 45% of their cooking energy from fuelwood and 39% from LPG.","ai_generated":true,"unit":"iisd-002960#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","clean cooking","energy access","gender equality","biomass","energy transition","household air pollution","social protection"],"geography_discussed":["Jharkhand","Chhattisgarh","Ranchi","Raipur","Bangladesh","Nigeria"],"frame_perspective":[],"analysis_type":["gender analysis","policy evaluation","socio-economic impact assessment"]},{"id":"newclim-000089","url":"https://climateinsightsdirectory.org/document/newclim-000089","title":"The Role of Renewable Energy Mini-Grids in Kenya's Electricity Sector","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2019-11-12","source_url":"http://www.newclimate.org/resources/publications/the-role-of-renewable-energy-mini-grids-in-kenyas-electricity-sector","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that renewable energy mini-grids are often the most cost-effective solution for rural electrification in Kenya compared to national grid extension. While Kenya's current strategy focuses on grid extension, the report suggests that integrating mini-grids into national planning could accelerate electrification, create local jobs, improve energy security, and reduce CO2 emissions by 0.14-0.48 MtCO2e per year.","ai_generated":true,"unit":"newclim-000089#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mini-grids are identified as a more cost-effective alternative to grid extension for rural electrification in Kenya. In 2017, renewable energy mini-grids had an estimated capital cost of approximately USD 1,000 per household connection, whereas grid extension to isolated rural areas has cost up to USD 2,427 per connection.","ai_generated":true,"unit":"newclim-000089#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant discrepancy between official government estimates and independent studies regarding the role of mini-grids. The 2018 Kenya National Electrification Strategy (KNES) estimates 38,661 household connections are best served by mini-grids, while other studies suggest a range between 660,000 and 2.1 million connections, potentially supplying 180 to 570 GWh of electricity by 2030.","ai_generated":true,"unit":"newclim-000089#insight-2","date_modified":"2026-10-23"},{"text":"The deployment of mini-grids offers substantial socio-economic and environmental benefits. Each 1 MW of capacity creates approximately 800 full-time-equivalent job-years for Kenyan workers. Environmentally, displacing 180-570 GWh of coal-based electricity with mini-grids could reduce emissions by 0.14-0.48 MtCO2e annually and save USD 5.5-17.3 million in coal import costs.","ai_generated":true,"unit":"newclim-000089#insight-3","date_modified":"2026-10-23"},{"text":"Kenya's current electricity sector planning under-represents mini-grids. They are not sufficiently integrated into the 2018 KNES or the 2017-2037 Least Cost Power Development Plan (LCPDP). The report suggests that modest subsidies could reduce project payback periods from over 30 years to 5.5 years to attract private investment.","ai_generated":true,"unit":"newclim-000089#insight-4","date_modified":"2026-10-23"}],"climate_tags":["rural electrification","photovoltaics","climate change mitigation","energy security","climate finance","distributed generation","carbon dioxide emissions"],"geography_discussed":["sub-Saharan Africa","Tanzania","Chile","Nigeria","Naivasha"],"frame_perspective":[],"analysis_type":["policy assessment","cost-benefit analysis","socio-economic impact assessment"]},{"id":"sei-001226","url":"https://climateinsightsdirectory.org/document/sei-001226","title":"Eesti kliimaambitsiooni tõstmise võimaluste analüüs","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"et","date_published":"2019-09","source_url":"https://www.sei.org/wp-content/uploads/2019/10/aruanne-net0-sysinik-2050-191010.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Reaching climate neutrality in Estonia by 2050 is technically possible and potentially profitable in the long term, requiring an estimated total investment of 17.3 billion EUR between 2021 and 2050. The strategy emphasizes accelerating energy efficiency in buildings, transport, and industry, alongside a transition to renewable energy and carbon sequestration in the LULUCF sector. While the first decade (2021-2030) will be investment-heavy, resulting in higher costs than revenues, subsequent decades are expected to see revenues outweigh costs. The transition will likely cause a modest negative impact on GDP (approximately 10%) and long-term employment in fossil-fuel sectors, particularly oil shale in Ida-Virumaa, but will create short-term construction and technology jobs.","ai_generated":true,"unit":"sei-001226#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Achieving climate neutrality in Estonia by 2050 is technically feasible and potentially profitable over the long term if strategically wise investments are made across private, public, and non-profit sectors.","ai_generated":true,"unit":"sei-001226#insight-1","date_modified":"2026-10-23"},{"text":"The total estimated investment required for the analyzed measures from 2021 to 2050 is approximately 17.3 billion EUR, assuming 85% of the measures are fully implemented. This is split between the private sector (approx. 13.1 billion EUR) and the public sector (approx. 4.2 billion EUR).","ai_generated":true,"unit":"sei-001226#insight-2","date_modified":"2026-10-23"},{"text":"The investment burden as a percentage of GDP is expected to be highest in the first decade (approx. 4% for 2021-2030), decreasing to about 2% for 2031-2040, and falling to less than 1% for 2041-2050.","ai_generated":true,"unit":"sei-001226#insight-3","date_modified":"2026-10-23"},{"text":"The energy sector's transition to carbon-free electricity by 2050 involves significant capacities, including 1300 MW of offshore wind, 500 MW of onshore wind, 677 MW of solar plants, and 500 MW of pumped-hydro storage.","ai_generated":true,"unit":"sei-001226#insight-4","date_modified":"2026-10-23"},{"text":"Transport sector neutrality by 2050 requires a massive shift in the vehicle fleet; of approximately 700,000 vehicles in use, about 500,000 should be electric and 100,000 should be hydrogen-powered.","ai_generated":true,"unit":"sei-001226#insight-5","date_modified":"2026-10-23"},{"text":"The LULUCF sector is essential for balancing remaining emissions, with afforestation and the conversion of peat soils to natural grasslands potentially removing approximately 1.6 million tonnes of CO2 equivalent.","ai_generated":true,"unit":"sei-001226#insight-6","date_modified":"2026-10-23"},{"text":"The transition is expected to have a predominantly negative impact on GDP (approximately 10%), largely due to the decline of the oil shale energy sector and reduced tax revenues (specifically excise duties) from the transport sector.","ai_generated":true,"unit":"sei-001226#insight-7","date_modified":"2026-10-23"},{"text":"While the first decade of the 2021-2050 period will see costs outweigh revenues due to the investment phase, the overall long-term result is that revenues (savings) will exceed costs.","ai_generated":true,"unit":"sei-001226#insight-8","date_modified":"2026-10-23"},{"text":"The construction of additional oil shale production and refining plants is viewed as a high risk that could prevent Estonia from reaching climate neutrality due to additional emissions and regulatory risks.","ai_generated":true,"unit":"sei-001226#insight-9","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","energy efficiency","renewable energy","offshore wind power","solar energy","electric vehicle","renewable natural gas","district heating","Villevocance","afforestation","peatland restoration","precision agriculture","public transport","climate finance"],"geography_discussed":["Ida-Viru County","Tallinn","Tartu","Pärnu"],"frame_perspective":[],"analysis_type":["socio-economic impact assessment","investment cost analysis","technical feasibility study","scenario modeling"]},{"id":"sei-002420","url":"https://climateinsightsdirectory.org/document/sei-002420","title":"The end of coal?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2019-02","source_url":"https://www.sei.org/wp-content/uploads/2019/02/planning-a-just-transition-in-south-africa.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the risks associated with the potential significant decline of South Africa's coal production over the next five to ten years. It highlights the high concentration of coal assets in Mpumalanga province and the resulting vulnerability of local employment and municipal revenues. The authors argue that a 'just transition' requires moving beyond technical energy models to address local-level impacts, including labor redeployment, economic diversification, and the remediation of environmental legacies. It identifies gaps in current governance, such as the conflict of interest within the Department of Mineral Resources, and suggests that existing mechanisms like Social and Labour Plans need systemic improvement to be effective.","ai_generated":true,"unit":"sei-002420#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa's electricity generation is heavily dependent on coal, with the fuel providing 92% of electricity and roughly 20% of liquid fuels. The state-owned utility Eskom and the firm Sasol are responsible for 85% of the local coal market by volume and over 50% of the country's greenhouse gas emissions.","ai_generated":true,"unit":"sei-002420#insight-1","date_modified":"2026-10-23"},{"text":"The economic impact of coal decline will be highly localized in the Mpumalanga province, where coal mining accounted for 19% of gross value added (GVA) in 2015. Within this province, activity is further concentrated; in 2013, the Nkangala district municipality alone provided 72% of mining GVA and 58% of utilities GVA.","ai_generated":true,"unit":"sei-002420#insight-2","date_modified":"2026-10-23"},{"text":"Employment in the coal sector is projected to decline regardless of climate policy as plants and mines reach the end of their lives. Under a \"Low-PPD\" scenario aligned with a 2°C climate limit, coal mining employment is projected to drop from 77.8 thousand in 2015 to 21.4 thousand by 2045.","ai_generated":true,"unit":"sei-002420#insight-3","date_modified":"2026-10-23"},{"text":"The transition faces significant political risks, including potential social destabilization and violence if affected communities are excluded. Additionally, the decline of the coal industry poses an existential threat to trade unions, which have historically served as a training ground for South Africa's political class.","ai_generated":true,"unit":"sei-002420#insight-4","date_modified":"2026-10-23"},{"text":"Environmental governance in the mining sector is characterized by a conflict of interest, as the Department of Mineral Resources is responsible for both the promotion of mining and its environmental oversight. There are also concerns that mining companies may close without fulfilling financial obligations for land rehabilitation.","ai_generated":true,"unit":"sei-002420#insight-5","date_modified":"2026-10-23"},{"text":"Existing policy mechanisms for a just transition, such as Social and Labour Plans (SLPs), suffer from systemic deficiencies, including a lack of effective enforcement and misalignment between different state agencies.","ai_generated":true,"unit":"sei-002420#insight-6","date_modified":"2026-10-23"}],"climate_tags":["coal","just transition","greenhouse gas emissions","renewable energy","energy transition","economic diversity","climate policy","decarbonization"],"geography_discussed":["India","European Union","Australia","Spain","United Kingdom"],"frame_perspective":[],"analysis_type":["socio-economic impact assessment","policy analysis","governance review"]},{"id":"sei-002442","url":"https://climateinsightsdirectory.org/document/sei-002442","title":"Resiliencia en tiempos de transición: ¿cómo puede Colombia prepararse para un futuro sin carbón?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"es","date_published":"2018-07","source_url":"https://www.sei.org/wp-content/uploads/2018/11/resiliencia-en-tiempos-de-transicion.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the risks Colombia faces as a major coal exporter amid falling global demand and the rise of renewables. It highlights the extreme vulnerability of the Cesar and La Guajira departments, where coal is a dominant driver of regional GDP and employment. The brief argues that Colombia currently lacks a formal national or regional plan for a post-coal transition, leaving it susceptible to economic instability, unemployment, and social unrest. It recommends long-term planning led by the DNP and UPME, diversification into agriculture and tourism, and the implementation of a 'just transition' framework to protect workers and the environment.","ai_generated":true,"unit":"sei-002442#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Colombia is the world's fourth largest coal exporter, with coal accounting for approximately 20% of its trade balance and 12% of its exports as of 2015.","ai_generated":true,"unit":"sei-002442#insight-1","date_modified":"2026-10-23"},{"text":"The departments of Cesar and La Guajira are critically dependent on coal, producing and exporting over 90% of the country's coal; in 2016, the industry contributed 38% of Cesar's regional GDP and 44% of La Guajira's.","ai_generated":true,"unit":"sei-002442#insight-2","date_modified":"2026-10-23"},{"text":"A rapid decline in coal demand threatens approximately 30,000 direct jobs in Cesar and La Guajira, with few alternative employment options offering comparable wages.","ai_generated":true,"unit":"sei-002442#insight-3","date_modified":"2026-10-23"},{"text":"Colombia's public policy documents currently ignore the possibility of a significant decline in coal exports, including the 'Visión Cesar Caribe 2032' plan.","ai_generated":true,"unit":"sei-002442#insight-4","date_modified":"2026-10-23"},{"text":"Agriculture and tourism are identified as potential economic alternatives, but they face structural barriers including lack of infrastructure, land conflicts, and low current employment shares in the coal regions.","ai_generated":true,"unit":"sei-002442#insight-5","date_modified":"2026-10-23"},{"text":"There are significant concerns regarding the environmental rehabilitation of mines, as Colombian mining companies are only environmentally responsible for three years following a mine's closure.","ai_generated":true,"unit":"sei-002442#insight-6","date_modified":"2026-10-23"},{"text":"The document recommends that the National Planning Department (DNP) and the Mining and Energy Planning Unit (UPME) lead the creation of long-term transition plans and macroeconomic impact analyses.","ai_generated":true,"unit":"sei-002442#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy transition","renewable energy","greenhouse gas emissions","stranded asset","just transition","economic diversity","climate finance"],"geography_discussed":["Valledupar","World","Asia","United States","Europe","Australia","Indonesia","Canada","Germany","Chile"],"frame_perspective":[],"analysis_type":["policy brief","socio-economic impact assessment"]},{"id":"gclifun-005958","url":"https://climateinsightsdirectory.org/document/gclifun-005958","title":"Enhancing adaptive capacities of coastal communities, especially women, to cope with climate change induced salinity Bangladesh","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2018-04-30","source_url":"https://www.greenclimate.fund/sites/default/files/document/gender-assessment-fp069-undp-bangladesh.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report analyzes the systemic gender inequalities in Bangladesh and how they exacerbate women's vulnerability to climate change, specifically salinity intrusion in coastal regions. It proposes a gender-transformative project to provide safe drinking water via Rain Water Harvesting and support climate-resilient livelihoods, such as crab farming and homestead gardening, while addressing structural barriers like land tenure and social norms.","ai_generated":true,"unit":"gclifun-005958#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project aims to provide specific measurable benefits to coastal communities, including assisting 25,425 women in Sathkira and Khulna with climate-resilient livelihoods and expanding safe drinking water supply for 68,327 women and 67,783 men through Rain Water Harvesting (RWH) tanks.","ai_generated":true,"unit":"gclifun-005958#insight-1","date_modified":"2026-10-23"},{"text":"Women in coastal Bangladesh face a disproportionate burden of unpaid work, particularly in water collection, which is exacerbated by salinity. In the target districts, collecting water can take up to 2.5 hours, limiting women's ability to engage in productive livelihood activities.","ai_generated":true,"unit":"gclifun-005958#insight-2","date_modified":"2026-10-23"},{"text":"Socio-cultural norms, including the practice of 'purdah' (sexual segregation), severely limit women's mobility and access to resources. A local study indicated that only 12% of women travel outside their village alone.","ai_generated":true,"unit":"gclifun-005958#insight-3","date_modified":"2026-10-23"},{"text":"Women are significantly more vulnerable during and after natural disasters; they are 14 times more likely to die than men during disasters. Factors include lack of access to early warnings and the tendency to remain home to tend livestock.","ai_generated":true,"unit":"gclifun-005958#insight-4","date_modified":"2026-10-23"},{"text":"In the aquaculture sector, women's labor is often undervalued and underpaid. In some cases, women performing aquaculture work earn as little as 40% of the wage paid to men.","ai_generated":true,"unit":"gclifun-005958#insight-5","date_modified":"2026-10-23"},{"text":"Women's decision-making power within the household is highly limited. According to a UN Women study, women's participation in decisions regarding the buying and selling of agricultural products is only 34%, and only 20% for decisions regarding property.","ai_generated":true,"unit":"gclifun-005958#insight-6","date_modified":"2026-10-23"},{"text":"Climate change is driving an increase in child and forced marriages in Bangladesh as a short-term coping mechanism to ease food insecurity and financial pressures on families.","ai_generated":true,"unit":"gclifun-005958#insight-7","date_modified":"2026-10-23"},{"text":"The project intends to move beyond treating women as 'vulnerable' beneficiaries by establishing women-led Water User Groups (WUGs) and Water Management Committees (WMCs) to manage drinking water solutions.","ai_generated":true,"unit":"gclifun-005958#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","rainwater harvesting","aquaculture","disaster risk reduction","water security","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","socio-economic impact assessment"]},{"id":"seforall-000265","url":"https://climateinsightsdirectory.org/document/seforall-000265","title":"Cooling for All","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2018-03","source_url":"https://www.seforall.org/system/files/2019-05/CurrentandProjectedCoolingDemand.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the growing global need for cooling, driven by urbanization and rising incomes, particularly in developing countries. It warns that a surge in air conditioning (AC) use could lead to massive increases in electricity demand and urban heat island effects. The document also details the critical role of cold chains in reducing food loss and ensuring vaccine viability, while emphasizing the need to 'leapfrog' high-emission cooling technologies to avoid severe environmental impacts.","ai_generated":true,"unit":"seforall-000265#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global electricity demand for air conditioning (AC) is projected to increase significantly, with the IPCC estimating a 33-fold surge by 2100, potentially exceeding 10,000 TWh.","ai_generated":true,"unit":"seforall-000265#insight-1","date_modified":"2026-10-23"},{"text":"The 'urban heat island effect' causes cities to be warmer than surrounding rural areas, with some cities of one million or more inhabitants seeing temperature increases of 4-7°C, and up to 12°C on clear, calm nights.","ai_generated":true,"unit":"seforall-000265#insight-2","date_modified":"2026-10-23"},{"text":"Excessive heat is projected to cause significant economic losses by 2050, with work hour losses reaching up to 12% in the worst-affected regions of South Asia and West Africa, potentially reducing annual GDP/capita by as much as 6% for severely impacted countries.","ai_generated":true,"unit":"seforall-000265#insight-3","date_modified":"2026-10-23"},{"text":"Inefficient cold chains contribute to massive food loss; approximately one-third of total food production for human consumption (1.3 billion tonnes) is lost or wasted annually, resulting in global economic losses of roughly US$750 billion.","ai_generated":true,"unit":"seforall-000265#insight-4","date_modified":"2026-10-23"},{"text":"Cold chain failures severely impact healthcare, with the WHO estimating that nearly 50% of freeze-dried and 25% of liquid vaccines are wasted annually due to disruptions in the cold chain.","ai_generated":true,"unit":"seforall-000265#insight-5","date_modified":"2026-10-23"},{"text":"The use of AC units can paradoxically increase urban temperatures; research in Phoenix, USA, showed that widespread AC use caused local heating of urban atmospheres, increasing nighttime temperatures by 1-2°C.","ai_generated":true,"unit":"seforall-000265#insight-6","date_modified":"2026-10-23"}],"climate_tags":["air conditioning","urban heat island","energy efficiency","passive cooling","carbon dioxide emissions","urbanization"],"geography_discussed":["India","People's Republic of China","Brazil","Indonesia","United States","Mexico","Phoenix","Ahmedabad","Karachi","Delhi","Mumbai","São Paulo","Lagos","Seoul","Democratic Republic of the Congo","Germany","France","sub-Saharan Africa","Asia"],"frame_perspective":[],"analysis_type":["demand projection","socio-economic impact assessment","environmental impact analysis"]},{"id":"climstra-000157","url":"https://climateinsightsdirectory.org/document/climstra-000157","title":"Coal transitions in South Africa","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://climatestrategies.org/wp-content/uploads/2019/08/Coaltransitions_finalreport_South-Africa_2018.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that South Africa's coal sector is in a state of crisis due to rising costs, energy insecurity, and the increasing competitiveness of renewable energy. It models three pathways: a least-cost NDC-based scenario, a 2°C-consistent scenario, and a sensitivity analysis regarding Sasol's Secunda plant. The findings indicate that meeting a 2°C target requires the rapid retirement of coal-fired power plants, including Medupi and Kusile, and a shift toward wind and solar PV. While the transition offers benefits like cheaper electricity and improved air quality, it poses significant risks to employment in coal-mining regions, particularly Mpumalanga, necessitating a planned 'just transition' to support workers and diversify local economies.","ai_generated":true,"unit":"climstra-000157#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The South African coal sector is currently experiencing a crisis characterized by increasing costs and energy insecurity, with coal becoming less competitive for electricity generation.","ai_generated":true,"unit":"climstra-000157#insight-1","date_modified":"2026-10-23"},{"text":"Eskom's primary energy costs have risen by approximately 300% in real terms over the last 20 years, contributing to higher electricity prices and stagnating demand.","ai_generated":true,"unit":"climstra-000157#insight-2","date_modified":"2026-10-23"},{"text":"In a least-cost energy pathway consistent with South Africa's Nationally Determined Contribution (NDC), wind and solar PV are projected to provide 71% of electricity by 2050, while coal production declines by 1.1% annually between 2017 and 2050.","ai_generated":true,"unit":"climstra-000157#insight-3","date_modified":"2026-10-23"},{"text":"Achieving a 2°C-compatible transition would require the electricity sector's coal share to reach zero by 2040, necessitating the retirement of the Medupi and Kusile stations before that date.","ai_generated":true,"unit":"climstra-000157#insight-4","date_modified":"2026-10-23"},{"text":"Under the 2°C scenario, solar PV and wind would generate 80.2% of electricity by 2050, and coal mining employment would drop to just below 30,000 jobs.","ai_generated":true,"unit":"climstra-000157#insight-5","date_modified":"2026-10-23"},{"text":"The inclusion of new coal-fired power plants or the extension of existing plants' lives in the Integrated Resource Plan (IRP) would likely prevent South Africa from meeting the lower range of its NDC.","ai_generated":true,"unit":"climstra-000157#insight-6","date_modified":"2026-10-23"},{"text":"Coal mining employment peaked in 1981 and has since declined due to mechanization; the workforce has also shifted toward higher-skilled roles, with semi- and unskilled workers decreasing from 70% in 1995 to 56% in 2015.","ai_generated":true,"unit":"climstra-000157#insight-7","date_modified":"2026-10-23"},{"text":"The Mpumalanga region is highly vulnerable to the coal transition because it hosts over 80% of coal mining by volume and mining is the province's largest GDP contributor.","ai_generated":true,"unit":"climstra-000157#insight-8","date_modified":"2026-10-23"},{"text":"Industrial demand for coal is projected to increase through 2050 in both the NDC and 2°C scenarios, potentially offsetting some of the employment losses caused by the phase-out of coal in the electricity sector.","ai_generated":true,"unit":"climstra-000157#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Coal phase-out","renewable energy","photovoltaics","wind power","Nationally Determined Contributions","just transition","greenhouse gas emissions","energy security","employment","carbon budget"],"geography_discussed":["Mpumalanga","Limpopo"],"frame_perspective":[],"analysis_type":["scenario modeling","socio-economic impact assessment"]},{"id":"cer-001371","url":"https://climateinsightsdirectory.org/document/cer-001371","title":"SOCIO-ECONOMIC IMPACT ASSESSMENT SYSTEM (SEIAS) FINAL IMPACT ASSESSMENT TEMPLATE (PHASE 2)","publisher":{"name":"Centre for Environmental Rights","organization":"centre-for-environmental-rights"},"document_type":"report","language":"en","date_published":"2017-07","source_url":"https://cer.org.za/wp-content/uploads/2015/11/Socio-economic-impact-assessment.pdf?x21779","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document outlines a phased carbon tax for South Africa starting at R120 per ton of CO2 equivalent, designed to internalise the cost of GHG emissions while protecting industrial competitiveness through allowances. Economic modelling suggests the tax could reduce emissions by 26% to 33% by 2035 compared to business-as-usual, with significant growth in renewable energy sectors and relative declines in coal and heavy industry. The policy includes revenue recycling mechanisms to protect poor households and ensure electricity price neutrality during the first phase.","ai_generated":true,"unit":"cer-001371#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The carbon tax is designed as a broad-based pricing mechanism with a marginal rate of R120 per ton of CO2 equivalent, though tax-free allowances of 60% to 95% result in an effective initial rate between R6 and R48 per ton.","ai_generated":true,"unit":"cer-001371#insight-1","date_modified":"2026-10-23"},{"text":"Economic modelling indicates the carbon tax will significantly reduce South Africa's GHG emissions, with estimated decreases of 13% to 14.5% by 2025 and 26% to 33% by 2035 relative to a business-as-usual scenario.","ai_generated":true,"unit":"cer-001371#insight-2","date_modified":"2026-10-23"},{"text":"The tax is expected to drive a structural shift in energy production; by 2035, output from nuclear, wind, hydro, gas, and solar PV generation is projected to be more than 200% higher than without the tax, while coal generation output is expected to be 46% lower.","ai_generated":true,"unit":"cer-001371#insight-3","date_modified":"2026-10-23"},{"text":"To prevent direct costs to the poorest households during the first phase (until 2020), the government commits to electricity price neutrality through a credit for the electricity generation levy and a renewable energy premium credit.","ai_generated":true,"unit":"cer-001371#insight-4","date_modified":"2026-10-23"},{"text":"Certain emissions-intensive sectors are projected to see declines in exports by 2035, specifically the coke production sector (falling from 3.6% to -0.3% annual growth) and the iron and steel sector (falling from 3.3% to 1.4% annual growth).","ai_generated":true,"unit":"cer-001371#insight-5","date_modified":"2026-10-23"},{"text":"The policy includes a carbon offset mechanism capped at 10% of the tax liability to ensure firms prioritise their own emissions reductions while incentivising mitigation in non-taxed sectors.","ai_generated":true,"unit":"cer-001371#insight-6","date_modified":"2026-10-23"},{"text":"The carbon tax is intended to align with a future carbon budgets regime post-2020 to avoid double penalties for companies.","ai_generated":true,"unit":"cer-001371#insight-7","date_modified":"2026-10-23"},{"text":"For liquid fuels, the estimated carbon tax is 11 c/litre for petrol and 13 c/litre for diesel, based on a 60% basic tax-free threshold.","ai_generated":true,"unit":"cer-001371#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon tax","greenhouse gas emissions","renewable energy","energy efficiency","carbon offset","carbon budget","climate finance","energy transition"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["socio-economic impact assessment","economic modelling"]},{"id":"climstra-000147","url":"https://climateinsightsdirectory.org/document/climstra-000147","title":"Lessons from previous ‘COAL TRANSITIONS’","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"executive summary","language":"en","date_published":"2017","source_url":"https://climatestrategies.org/wp-content/uploads/2019/09/COAL_SynthesisReport_v04.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyses historical coal transitions in the UK, US, Spain, Poland, Czech Republic, and the Netherlands, concluding that proactive anticipation and comprehensive regional strategies are essential to avoid long-term socio-economic decline. It argues that the cost of failing to invest in a managed transition often exceeds the cost of the transition itself, as evidenced by high long-term social security costs and regional stagnation. Key recommendations include moving away from simple cash redundancy payments toward on-the-job retraining, diversifying regional economies through industrial clusters, and addressing the specific vulnerabilities of workers aged 35-45.","ai_generated":true,"unit":"climstra-000147#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Proactive anticipation and early implementation of transition steps are critical because coal mine closures can occur rapidly due to global market shifts or technological shocks, often leaving actors to react to reality rather than lead it.","ai_generated":true,"unit":"climstra-000147#insight-1","date_modified":"2026-10-23"},{"text":"Generous one-time redundancy payments, or 'golden handshakes', are often less effective than paid retraining or relocation, as workers who prioritize immediate cash frequently fare worse in the long term.","ai_generated":true,"unit":"climstra-000147#insight-2","date_modified":"2026-10-23"},{"text":"The aggregate social and fiscal costs to the state resulting from a failed or unplanned transition—such as abnormally early retirement and long-term unemployment—are typically higher than the costs of investing in a managed transition.","ai_generated":true,"unit":"climstra-000147#insight-3","date_modified":"2026-10-23"},{"text":"Successful regional regeneration requires a bottom-up, multifaceted approach tailored to local geography; for example, some UK coalfields saw 180,000 new male jobs in other sectors after 225,000 coal jobs were lost, while more remote areas struggled.","ai_generated":true,"unit":"climstra-000147#insight-4","date_modified":"2026-10-23"},{"text":"Workers aged between 35 and 45 are identified as the highest-risk group during transitions due to their deep investment in a specific career and the difficulty of retraining or accepting lower-status roles.","ai_generated":true,"unit":"climstra-000147#insight-5","date_modified":"2026-10-23"},{"text":"The transition in the Limburg region of the Netherlands is highlighted as a relatively successful model due to a consensual approach, government guarantees of new employment, and the diversification of the company into chemicals and gas.","ai_generated":true,"unit":"climstra-000147#insight-6","date_modified":"2026-10-23"},{"text":"Mining companies frequently 'privatise gains and socialise losses' by failing to fund long-term liabilities such as site remediation, pensions, and healthcare, often leaving these costs to be borne by the state through bankruptcies.","ai_generated":true,"unit":"climstra-000147#insight-7","date_modified":"2026-10-23"},{"text":"Effective transition planning should be divided into three overlapping time horizons: preparatory action to create acceptance, the controlled economic phase-down of activity, and long-term regional re-invention and site remediation.","ai_generated":true,"unit":"climstra-000147#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Coal phase-out","just transition","climate policy","economic diversity","social protection"],"geography_discussed":["Limburg","Appalachia","Australia","People's Republic of China","South Africa","Germany","India"],"frame_perspective":[],"analysis_type":["historical case study analysis","policy review","socio-economic impact assessment"]},{"id":"climstra-000148","url":"https://climateinsightsdirectory.org/document/climstra-000148","title":"Coal Transition in the UNITED KINGDOM","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"case study","language":"en","date_published":"2017","source_url":"https://climatestrategies.org/wp-content/uploads/2019/08/COAL_UK_v04.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The UK has nearly completed its transition from coal, a process driven initially by market forces and later by a carbon tax, rather than a single planned strategy. While the 'dash for gas' in the 1990s and the 2013 carbon tax significantly reduced coal-fired power, the socio-economic recovery of mining communities remains incomplete. Despite regeneration efforts, former coalfields experience persistent 'economic inactivity' and high rates of incapacity benefit claims, indicating a long-term job shortfall that transcends the retirement of the original mining workforce.","ai_generated":true,"unit":"climstra-000148#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The UK's transition away from coal was not a centrally planned strategy but an evolution driven by market forces and political expediency, with the government only committing to phase out unabated coal-fired generation by 2025 in November 2015.","ai_generated":true,"unit":"climstra-000148#insight-1","date_modified":"2026-10-23"},{"text":"The decline in coal production began long before climate policies; it was driven by the loss of export markets, the high cost of deep mining compared to imports from Russia, the United States, and Australia, and strict planning controls on opencast sites.","ai_generated":true,"unit":"climstra-000148#insight-2","date_modified":"2026-10-23"},{"text":"The 'dash for gas' in the 1990s reduced carbon emissions as a byproduct of the privatization of the electricity supply industry, where new distributors built gas stations to avoid domination by large power generators.","ai_generated":true,"unit":"climstra-000148#insight-3","date_modified":"2026-10-23"},{"text":"The most significant recent driver of coal's decline is the 'carbon price support' (carbon tax) introduced in 2013, which made gas-fired generation more economical than coal due to coal's higher carbon content and lower thermal efficiency.","ai_generated":true,"unit":"climstra-000148#insight-4","date_modified":"2026-10-23"},{"text":"Economic regeneration in former coalfields has seen some success, with 180,000 male jobs created in other sectors between 1981 and 2008 to offset 225,000 lost mining jobs, though many new roles are low-paid or insecure.","ai_generated":true,"unit":"climstra-000148#insight-5","date_modified":"2026-10-23"},{"text":"Former coalfields suffer from a persistent 'hidden unemployment' where working-age adults are diverted from unemployment benefits to incapacity benefits, with claimant rates of 8-9% compared to a 6% national average.","ai_generated":true,"unit":"climstra-000148#insight-6","date_modified":"2026-10-23"},{"text":"Regeneration efforts since the 1990s have focused on four main areas: colliery site reclamation (investing over £800m in public funding), EU Structural Funds, Assisted Area status for inward investment, and infrastructure investment.","ai_generated":true,"unit":"climstra-000148#insight-7","date_modified":"2026-10-23"}],"climate_tags":["carbon tax","renewable energy","gas-fired power station","decarbonization","carbon capture and storage","just transition","carbon leakage"],"geography_discussed":["South Wales","Ayrshire","Northumberland","South Yorkshire","Lancashire","North Staffordshire","Russia","United States","Australia"],"frame_perspective":[],"analysis_type":["historical case study","socio-economic impact assessment"]}]}