{"query_echo":{"q":"","filters":{"analysis_type":["empirical analysis"]},"warnings":[]},"total":{"value":59,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=empirical+analysis&page=3","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"catf-000741","url":"https://climateinsightsdirectory.org/document/catf-000741","title":"Quantifying Cost-effectiveness of Systematic Leak Detection and Repair Programs Using Infrared Cameras","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2014-03","source_url":"https://cdn.catf.us/wp-content/uploads/2014/03/21094117/CATF_Pub_CarbonLimitsLDAR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes data from 4,293 surveys of oil and gas facilities to determine the economic viability of LDAR programs. It finds that while many individual facilities may experience a net cost, the aggregate abatement cost for gas plants and compressor stations is negative (net benefit), and remains very low for well sites. The study concludes that the vast majority of leaks are economic to repair once identified, and that increasing survey frequency further reduces emissions while keeping abatement costs relatively low.","ai_generated":true,"unit":"catf-000741#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The analysis indicates that the vast majority of leaks are economically viable to repair once they have been identified, with over 97% of total leak emissions being worth repairing even at a low gas value of 3 USD/Mcf.","ai_generated":true,"unit":"catf-000741#insight-1","date_modified":"2026-10-23"},{"text":"More than 90% of gas emissions originate from leaks that can be repaired with a payback period of less than one year.","ai_generated":true,"unit":"catf-000741#insight-2","date_modified":"2026-10-23"},{"text":"From an aggregate perspective, LDAR programs for gas processing plants and compressor stations result in negative abatement costs (net benefits), while well sites and well batteries have abatement costs near zero in the base case scenario.","ai_generated":true,"unit":"catf-000741#insight-3","date_modified":"2026-10-23"},{"text":"At the individual facility level, the majority of sites show a negative net present value (NPV) for LDAR programs, particularly well sites and batteries due to lower leak rates, although the net costs remain relatively low.","ai_generated":true,"unit":"catf-000741#insight-4","date_modified":"2026-10-23"},{"text":"Increasing the frequency of surveys reduces remaining emissions but increases abatement costs; however, quarterly surveys still maintain abatement costs below 15 USD/tCO2e and 800 USD/tVOC.","ai_generated":true,"unit":"catf-000741#insight-5","date_modified":"2026-10-23"},{"text":"Including the cost-effective replacement of reciprocating compressor rod packing rings significantly increases the mitigation potential of LDAR programs, adding 21% to CO2e and 14% to VOC reductions without significantly affecting overall cost-effectiveness.","ai_generated":true,"unit":"catf-000741#insight-6","date_modified":"2026-10-23"},{"text":"The report suggests that its calculated abatement costs are likely overestimates for US facilities because the database primarily contains Canadian facilities that have already been subject to regular LDAR programs, meaning their leak rates are lower than typical US facilities.","ai_generated":true,"unit":"catf-000741#insight-7","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","petroleum industry"],"geography_discussed":["Canada"],"frame_perspective":[],"analysis_type":["economic assessment","empirical analysis","sensitivity analysis"]},{"id":"catf-000616","url":"https://climateinsightsdirectory.org/document/catf-000616","title":"Quantifying cost-­‐effectiveness of systematic Leak Detection and Repair Programs using Infrared cameras","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2013-12-24","source_url":"https://cdn.catf.us/wp-content/uploads/2019/10/21093339/CATF-Carbon_Limits_Leaks_Interim_Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes data from 4,293 surveys to determine the economic viability of LDAR programs. It finds that while many individual facilities may face a net cost for a survey, the aggregate effect across a group of facilities is positive due to the high value of repairing major leaks. The study concludes that LDAR using IR cameras is a low-cost abatement method for methane and VOCs, with the most economic strategy being to repair almost all identified leaks.","ai_generated":true,"unit":"catf-000616#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The vast majority of identified leaks are economically viable to repair once detected, with over 90% of gas emissions coming from leaks that have a payback period of less than one year.","ai_generated":true,"unit":"catf-000616#insight-1","date_modified":"2026-10-23"},{"text":"At an individual facility level, the majority of LDAR programs result in a negative net present value (NPV), meaning they are a net cost. This is particularly true for well sites and batteries due to lower leak rates. However, the net cost is relatively low, with no studied program having an NPV lower than -8,000 USD per survey.","ai_generated":true,"unit":"catf-000616#insight-2","date_modified":"2026-10-23"},{"text":"From an aggregate perspective, LDAR programs are cost-effective because the net gains from high-emission facilities outweigh the net costs of low-emission ones. Gas processing plants and compressor stations show negative abatement costs (positive NPV) in the base case scenario.","ai_generated":true,"unit":"catf-000616#insight-3","date_modified":"2026-10-23"},{"text":"Increasing the frequency of surveys reduces remaining emissions but increases abatement costs. Moving from annual to quarterly surveys reduces remaining emissions by 68%, with aggregate abatement costs remaining below 15 USD/tCO2e and 800 USD/tVOC.","ai_generated":true,"unit":"catf-000616#insight-4","date_modified":"2026-10-23"},{"text":"The most economic and environmentally effective strategy is to repair almost all identified leaks. Implementing economic or emission thresholds to decide which leaks to repair provides only marginal economic improvement and reduces emission reductions.","ai_generated":true,"unit":"catf-000616#insight-5","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","petroleum industry"],"geography_discussed":["Alberta"],"frame_perspective":[],"analysis_type":["economic assessment","empirical analysis","sensitivity analysis"]},{"id":"cmw-000013","url":"https://climateinsightsdirectory.org/document/cmw-000013","title":"Reality Check Mexico: Who Participates in the CDM","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"research paper","language":"en","date_published":"2012-08-27","source_url":"https://carbonmarketwatch.org/2012/08/27/reality-check-mexico-who-participates-in-the-cdm-watch-this-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"Transparencia Mexicana analysed 150 Project Design Documents (PDDs) for CDM projects in Mexico as of June 2012 to evaluate the integrity of public consultation processes. The study found that a lack of regulation allows project developers full discretion over consultation design, leading to poor reporting of results and minimal recording of public requests for mitigation or compensation. The authors argue that current guidelines are insufficient and recommend reforming the CDM consultation process to better facilitate interactions between diverse stakeholders, including local communities, academics, and specialized public authorities, to prevent manipulation and exploitation.","ai_generated":true,"unit":"cmw-000013#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The quality of consultation processes, the reporting of their results, and the ability of stakeholders to influence project approval in Mexico are negatively impacted by a lack of regulation and guidelines.","ai_generated":true,"unit":"cmw-000013#insight-1","date_modified":"2026-10-23"},{"text":"Project developers and consultants have total control over how consultations are designed and executed. While 61% of projects used a combination of methods, the most common single method was public assembly at 31%, followed by calls for comments (3%), direct interviews (3%), and surveys (2%).","ai_generated":true,"unit":"cmw-000013#insight-2","date_modified":"2026-10-23"},{"text":"Reporting on consultation characteristics and results is generally poor. Only 64% of projects mentioned an attendee list, and of those, only 45% actually included the list in the PDD. Only 27% recorded the existence of meeting minutes, and no projects attached or reproduced those minutes in the documents. Additionally, only 50% of documents recorded the questions and answers from hearings.","ai_generated":true,"unit":"cmw-000013#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant lack of recorded public demands in PDDs, with only 10% of documents recording compensation requests and 7.3% recording mitigation requests. This may be due to inadequate communication channels, a lack of public awareness that they can make demands, or insufficient project information available to stakeholders.","ai_generated":true,"unit":"cmw-000013#insight-4","date_modified":"2026-10-23"},{"text":"Requests for mitigation measures are more likely to occur when specialized authorities are involved in the consultation and interact with local community members, reflecting a deeper public understanding of the actual impacts of CDM projects compared to compensation requests.","ai_generated":true,"unit":"cmw-000013#insight-5","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","climate governance","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical analysis","policy assessment"]},{"id":"climstra-000468","url":"https://climateinsightsdirectory.org/document/climstra-000468","title":"Multi-Country Sectoral Approaches: Potential for reducing Competitiveness and Leakage impacts in Austria\u0019s energy-intensive industries","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2011-12","source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/wp-2-multi-country-sectoral-approaches-austria.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses the impact of the EU ETS on three energy-intensive sectors in Austria: paper and pulp, cement, and iron and steel. It finds no compelling evidence that the EU ETS has already caused significant competitiveness or leakage issues, though future impacts are expected as free allowances decrease. The study evaluates various SAAMs, concluding that only standards and labels could significantly mitigate these risks, while recommending joint international RDD&D and 'Made under the EU ETS' labels as viable paths forward.","ai_generated":true,"unit":"climstra-000468#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is no compelling evidence that the EU ETS has already negatively impacted the competitiveness or caused carbon leakage in the Austrian cement, steel, or paper and pulp sectors.","ai_generated":true,"unit":"climstra-000468#insight-1","date_modified":"2026-10-23"},{"text":"Future reductions in competitiveness and leakage are expected as the EU ETS Phase 3 reduces free allowances, likely manifesting first as decreased investment in new capacity within the EU.","ai_generated":true,"unit":"climstra-000468#insight-2","date_modified":"2026-10-23"},{"text":"For the Austrian paper and pulp sector, the potential impact of EU ETS Phase 3 carbon costs is estimated to be low, ranging from 0.3% to 1.4% of 2009 sales value, which is minor compared to other drivers like fibre costs and exchange rates.","ai_generated":true,"unit":"climstra-000468#insight-3","date_modified":"2026-10-23"},{"text":"The Austrian cement industry is primarily exposed to trade with neighbouring countries rather than global competition, and its carbon intensity decreased from 0.668 tonnes of CO2 per tonne of cement in 2003 to 0.587 tonnes in 2009.","ai_generated":true,"unit":"climstra-000468#insight-4","date_modified":"2026-10-23"},{"text":"The Austrian steel sector, dominated by voestalpine, remains a significant producer with trade heavily concentrated within the EU, and EU ETS impacts are considered minor compared to market trends such as the rise of Chinese production and iron ore price volatility.","ai_generated":true,"unit":"climstra-000468#insight-5","date_modified":"2026-10-23"},{"text":"Among the evaluated SAAMs, only mandatory standards and labels are likely to have a significant impact on competitiveness and leakage, as they can restrict market access for high-carbon products.","ai_generated":true,"unit":"climstra-000468#insight-6","date_modified":"2026-10-23"},{"text":"Technological agreements and offset mechanisms (such as JI or bilateral schemes) are unlikely to significantly reduce carbon price differentials and may have low or even negative impacts on competitiveness by transferring funds to non-EU producers.","ai_generated":true,"unit":"climstra-000468#insight-7","date_modified":"2026-10-23"},{"text":"The report recommends two specific options for Austria to support: the promotion of a 'Made under the EU ETS' label and the pursuit of joint international RDD&D for breakthrough technologies and carbon capture and storage (CCS).","ai_generated":true,"unit":"climstra-000468#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon leakage","European Union Emission Trading Scheme 1","cement","carbon price","carbon capture and storage"],"geography_discussed":["European Union","People's Republic of China","Russia","Turkey","Ukraine","Japan","United States"],"frame_perspective":[],"analysis_type":["empirical analysis","policy assessment","sectoral review"]},{"id":"iisd-002552","url":"https://climateinsightsdirectory.org/document/iisd-002552","title":"Beyond Barriers: The Gender Implications of Trade Liberalization in Latin America","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2010","source_url":"https://www.iisd.org/system/files/publications/beyond_barriers_gender_latin_america.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how trade liberalization in Latin America has affected men and women differently, focusing on the 'feminization' of precarious jobs in non-traditional agro-exports and the urban labour market. It highlights a mismatch between available skills and market demand, leading to higher unemployment and underemployment for women. While some women gained bargaining power through new income sources, the overall impact on gender equity remains inconclusive due to data gaps and the overlapping effects of broader macroeconomic reforms.","ai_generated":true,"unit":"iisd-002552#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Trade liberalization in Latin America has led to the 'feminization of exporting jobs', where labour-intensive industries seek women for 'feminine' skills such as obedience and manual dexterity, often providing precarious positions with few social benefits.","ai_generated":true,"unit":"iisd-002552#insight-1","date_modified":"2026-10-23"},{"text":"Technological upgrading in export operations often results in a 'glass ceiling' or 'defeminization of jobs', where women hired for unskilled roles are replaced by men as new technology is introduced.","ai_generated":true,"unit":"iisd-002552#insight-2","date_modified":"2026-10-23"},{"text":"In urban labour markets, trade liberalization contributed to a mismatch between supplied skills and market demand, causing unemployment to hit the female working-age population harder than the male population.","ai_generated":true,"unit":"iisd-002552#insight-3","date_modified":"2026-10-23"},{"text":"Employment in non-traditional agricultural exports, such as cut flowers in Colombia and Ecuador or fruits in Chile, has provided some women with first-time monetized earnings, which can improve their bargaining power and autonomy within the household.","ai_generated":true,"unit":"iisd-002552#insight-4","date_modified":"2026-10-23"},{"text":"The impact of trade liberalization on rural women is complex; while some find wage work, others face increased vulnerability as a result of the increase in female-headed rural households and the elimination of distribution channels for small producers.","ai_generated":true,"unit":"iisd-002552#insight-5","date_modified":"2026-10-23"},{"text":"In the urban sector, a significant portion of new jobs created during the 1990s were in the informal sector, which lacks social benefits and often involves wages below the minimum standard.","ai_generated":true,"unit":"iisd-002552#insight-6","date_modified":"2026-10-23"},{"text":"A rigorous assessment of gender impacts is hindered by a lack of disaggregated data on male and female activities and a lack of time-series data to quantify changes over time.","ai_generated":true,"unit":"iisd-002552#insight-7","date_modified":"2026-10-23"}],"climate_tags":["agricultural production"],"geography_discussed":["Chile","Colombia","Ecuador","Argentina","Uruguay","Paraguay","Mexico"],"frame_perspective":[],"analysis_type":["literature review","empirical analysis"]},{"id":"sei-002638","url":"https://climateinsightsdirectory.org/document/sei-002638","title":"Getting to Policy Impact: Lessons from 20 Years of Bridging Science and Policy with Sustainability Knowledge","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2009","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-ResearchReport-Forrester-GettingToPolicyImpactLessonsFrom20Years-2009.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes how sustainability knowledge—comprising both substantive technical data and process-oriented expertise—influences public policy. Through six case studies, it identifies that policy impact is not linear but occurs through instrumental, interactive, political, and enlightenment models. Key success factors include the presence of high-level political 'champions', the use of stakeholder engagement to build legitimacy, and the development of long-term trust between knowledge providers and policy users. The document concludes with ten general suggestions for researchers to enhance their policy relevance, emphasizing the need to balance independent research with user-led collaboration and to communicate findings in accessible, timely formats.","ai_generated":true,"unit":"sei-002638#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Policy impact is categorized by depth into three levels: knowledge acquired (assimilation of ideas), knowledge interpreted (new understanding of cause-effect relations), and knowledge institutionalized (incorporation into rules and policies).","ai_generated":true,"unit":"sei-002638#insight-1","date_modified":"2026-10-23"},{"text":"In Washington State, SEI and the Center for Climate Strategies (CCS) provided quantification of GHG emission reduction potential, which helped the legislature pass ESSHB 2815 by demonstrating that targets were feasible.","ai_generated":true,"unit":"sei-002638#insight-2","date_modified":"2026-10-23"},{"text":"The use of the REAP (resources and energy analysis programme) tool in the UK provided quantitative evidence on the carbon footprint of housing, which influenced the Yorkshire & Humber Regional Spatial Strategy and was used by Leeds City Council to support tougher new-build housing standards.","ai_generated":true,"unit":"sei-002638#insight-3","date_modified":"2026-10-23"},{"text":"SEI's involvement in Estonian waste policy between 2000 and 2008 included drafting packaging legislation and developing the National Waste Plan (2007) using life cycle assessment (LCA) and the WAMPS model.","ai_generated":true,"unit":"sei-002638#insight-4","date_modified":"2026-10-23"},{"text":"The introduction of Environmental Tax Reform (ETR) in Estonia was facilitated by SEI's role in drafting the 2003 coalition agreement and providing a comprehensive overview of EU green tax practices.","ai_generated":true,"unit":"sei-002638#insight-5","date_modified":"2026-10-23"},{"text":"SEI's support for the Swedish Ministry of Foreign Affairs regarding the Montreal Protocol led to the adoption of a programmatic approach and the strengthening of National Ozone Units and regional networks.","ai_generated":true,"unit":"sei-002638#insight-6","date_modified":"2026-10-23"},{"text":"In the area of tropospheric ozone, SEI achieved a substantive policy impact by integrating a flux-based approach for assessing ozone impacts on crops (2004) and forests (2008) into the Integrated Assessment Modelling (IAM) of the LRTAP Convention.","ai_generated":true,"unit":"sei-002638#insight-7","date_modified":"2026-10-23"},{"text":"SEI triggered the adoption of regional air pollution policies in Southern Africa and South Asia through the RAPIDC Programme, resulting in the Harare Resolution, the Malé Declaration, and the Cañuelas Declaration.","ai_generated":true,"unit":"sei-002638#insight-8","date_modified":"2026-10-23"},{"text":"High policy impact is often dependent on 'tornado politics', where shared values and low uncertainty allow science to compel action, often driven by high-level leadership such as a Governor's Executive Order.","ai_generated":true,"unit":"sei-002638#insight-9","date_modified":"2026-10-23"},{"text":"Effective science-policy bridging requires a balance between user-led, collaborative research and independently defined research to maintain scientific credibility and avoid 'regulatory capture'.","ai_generated":true,"unit":"sei-002638#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","greenhouse gas emissions","carbon footprint","waste management","air pollution","life cycle assessment"],"geography_discussed":["United States","Washington","United Kingdom","Leeds","Estonia","Sweden","Europe","Southern Africa","South Asia"],"frame_perspective":[],"analysis_type":["case study","empirical analysis","policy evaluation"]},{"id":"climstra-000088","url":"https://climateinsightsdirectory.org/document/climstra-000088","title":"2008 Research Highlights And Press Coverage","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2008-11-10","source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/binder1final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document presents a portfolio of 2008 research by Climate Strategies, focusing on the EU ETS, the Clean Development Mechanism (CDM), and G8 climate opportunities. Key analyses include the risks of carbon leakage in industrial sectors, the underperformance of CDM projects in terms of certified emission reductions, and the economic rationale for transitioning from free allowance allocation to auctioning in the EU ETS. It also includes the Eliasch Review on financing global forests and a study on the development of mandatory emissions trading in Japan.","ai_generated":true,"unit":"climstra-000088#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the EU ETS, carbon leakage is not an economy-wide problem but is limited to a small number of highly carbon-intensive manufacturing subsectors. For the UK, only 1% to 2% of GDP is associated with activities facing significant cost increases from carbon pricing, though these sectors contribute 11% of total UK GHG emissions.","ai_generated":true,"unit":"climstra-000088#insight-1","date_modified":"2026-10-23"},{"text":"The Clean Development Mechanism (CDM) shows significant underperformance in the issuance of Certified Emission Reductions (CERs). While forecasts at the registration stage predicted 85.2 million CERs per year, only 64.8 million (76%) were actually issued, with waste projects performing worst at a 31% issuance rate.","ai_generated":true,"unit":"climstra-000088#insight-2","date_modified":"2026-10-23"},{"text":"Free allocation of emissions allowances in the EU ETS creates perverse incentives and distorts carbon price signals for investment. Transitioning to auctioning is recommended to create a transparent market framework and generate government revenue to support low-carbon innovation and poor households.","ai_generated":true,"unit":"climstra-000088#insight-3","date_modified":"2026-10-23"},{"text":"The Eliasch Review argues that the global forest sector produces approximately 17% of global emissions, making it the third largest source of greenhouse gas emissions. It suggests that including deforestation and degradation (REDD) in carbon trading could reduce deforestation rates by up to 75% by 2030.","ai_generated":true,"unit":"climstra-000088#insight-4","date_modified":"2026-10-23"},{"text":"Japan is transitioning from voluntary climate instruments, such as the JVETS and Keidanren Voluntary Action Plan, toward a mandatory emissions trading scheme. Direct bilateral linkages to other schemes are unlikely before 2013 because absolute targets are not expected until then.","ai_generated":true,"unit":"climstra-000088#insight-5","date_modified":"2026-10-23"},{"text":"For the G8, it is recommended to introduce legally-binding international cap-and-trade systems for international aviation and marine transport, as these sectors account for nearly 10% of global oil consumption and over 1 billion tonnes of CO2 per year.","ai_generated":true,"unit":"climstra-000088#insight-6","date_modified":"2026-10-23"},{"text":"Carbon price projections for Phase III of the EU ETS are likely overestimated due to a historical tendency to inflate environmental control costs and underestimate technological responses. Realised prices are expected to be in the lower range of €20-40/tCO2.","ai_generated":true,"unit":"climstra-000088#insight-7","date_modified":"2026-10-23"}],"climate_tags":["European Union Emission Trading Scheme 1","carbon leakage","clean development mechanism","Emissions trading","Reducing emissions from deforestation and forest degradation","carbon price","climate finance","adaptation finace","energy efficiency"],"geography_discussed":["United Kingdom","Japan","People's Republic of China","India","Brazil","Tokyo"],"frame_perspective":[],"analysis_type":["policy analysis","empirical analysis","economic modelling"]},{"id":"prio-000675","url":"https://climateinsightsdirectory.org/document/prio-000675","title":"DEADLY COMBAT OVER NATURAL RESOURCES: GEMS, PETROLEUM, DRUGS, AND THE SEVERITY OF ARMED CIVIL CONFLICT","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2008-10","source_url":"https://cdn.cloud.prio.org/files/1c6bfe1e-ae79-4b7f-bce0-6d2cafd8a8b5/Deadly Combat over Natural Resources Gems Petroleum Drugs and the Severity of Armed Civil Conflict.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research finds that the location of natural resources relative to the conflict zone is critical to determining conflict severity. Gemstone mining and hydrocarbon production within a conflict zone are strongly associated with higher total combat deaths, with secessionist conflicts in hydrocarbon-rich regions being the most severe. Conversely, drug cultivation in the conflict zone and hydrocarbon production located outside the conflict zone are associated with lower combat deaths and reduced conflict intensity. The study concludes that resources influence severity by altering the incentives and organizational structures of both rebel groups and the state.","ai_generated":true,"unit":"prio-000675#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gemstone mining within a conflict zone is positively associated with a significant increase in the total number of combat-related deaths, more than doubling the toll. This effect is primarily attributed to the longer duration of such conflicts rather than higher intensity.","ai_generated":true,"unit":"prio-000675#insight-1","date_modified":"2026-10-23"},{"text":"Hydrocarbon production (oil and gas) inside a conflict zone more than doubles the total number of battle-related deaths and is associated with higher conflict intensity. This is particularly severe in secessionist conflicts, where the number of combat deaths more than doubles and intensity triples compared to conflicts over government.","ai_generated":true,"unit":"prio-000675#insight-2","date_modified":"2026-10-23"},{"text":"Drug cultivation (including coca bush, opium poppy, and cannabis) within a conflict zone is associated with fewer total combat deaths and lower conflict intensity.","ai_generated":true,"unit":"prio-000675#insight-3","date_modified":"2026-10-23"},{"text":"Hydrocarbon production located outside the conflict zone, including offshore areas, is related to a decrease in both the total number of combat deaths and the intensity of the conflict.","ai_generated":true,"unit":"prio-000675#insight-4","date_modified":"2026-10-23"},{"text":"The location of resources is the primary driver of their impact; when resource variables are measured as country-level aggregates rather than conflict-level variables, they show no significant effect on conflict severity.","ai_generated":true,"unit":"prio-000675#insight-5","date_modified":"2026-10-23"},{"text":"Other significant factors contributing to conflict severity include the relative strength of the combatants, with the deadliest conflicts occurring when rebel and government forces are of equal strength. Additionally, internationalized conflicts, those starting during the Cold War, and conflicts in mountainous terrain tend to be more severe.","ai_generated":true,"unit":"prio-000675#insight-6","date_modified":"2026-10-23"}],"climate_tags":["crude oil","natural gas","natural resource management"],"geography_discussed":["South Sudan","Myanmar","Ethiopia","Yemen","Sierra Leone","Liberia","Republic of the Congo","Nigeria"],"frame_perspective":[],"analysis_type":["empirical analysis","quantitative research","multivariate OLS regression"]},{"id":"climstra-000274","url":"https://climateinsightsdirectory.org/document/climstra-000274","title":"EMPIRICAL ANALYSIS OF PERFORMANCE OF CDM PROJECTS: FINAL REPORT","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2008-06","source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/empirical-analysis-cdm-2007-2008.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that CDM projects frequently underperform, with only 76% of forecasted CERs actually issued by June 2007. This underperformance is attributed to overestimations by consultants and validators, as well as implementation and monitoring difficulties. Waste projects are the worst performers, while N2O projects often exceed expectations. The study identifies additionality demonstration as the primary cause of project rejection, particularly for large-scale projects and cement blending activities in India and Brazil. Bilateral projects, especially those with European participants, show higher CER issuance rates than unilateral projects. The report also highlights deficiencies in stakeholder consultation and the lack of quantifiable indicators for sustainable development in host countries like China, India, and Brazil.","ai_generated":true,"unit":"climstra-000274#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CDM projects exhibit significant underperformance in CER generation; of the 85.2 million CERs per year forecasted at the registration stage, only 64.8 million (76%) were actually issued.","ai_generated":true,"unit":"climstra-000274#insight-1","date_modified":"2026-10-23"},{"text":"Project type is a major determinant of success: waste projects (landfill gas, animal waste, waste water) are the worst performers with only 31% of forecasted CERs issued, while N2O projects consistently generate more than expected.","ai_generated":true,"unit":"climstra-000274#insight-2","date_modified":"2026-10-23"},{"text":"Additionality demonstration is the leading cause of project rejection, accounting for 65% of rejections, with a higher failure rate for large projects (75%) than small ones (50%).","ai_generated":true,"unit":"climstra-000274#insight-3","date_modified":"2026-10-23"},{"text":"Bilateral projects generally outperform unilateral projects in CER issuance rates (77% vs 67%), with those involving European participants achieving the highest success rate at 121%.","ai_generated":true,"unit":"climstra-000274#insight-4","date_modified":"2026-10-23"},{"text":"Project size correlates with issuance performance; projects generating fewer than 20,000 CERs per year outperform other sizes, likely due to lower complexity and higher conservativeness.","ai_generated":true,"unit":"climstra-000274#insight-5","date_modified":"2026-10-23"},{"text":"In-house developed projects demonstrate better CER issuance performance than those developed by external consultancies, challenging the perceived value of external consultants.","ai_generated":true,"unit":"climstra-000274#insight-6","date_modified":"2026-10-23"},{"text":"Stakeholder consultation processes in Brazil, China, and India are often insufficient; Brazil's mandatory written procedure results in fewer than 5% of projects receiving stakeholder comments.","ai_generated":true,"unit":"climstra-000274#insight-7","date_modified":"2026-10-23"},{"text":"There is a lack of quantifiable indicators to measure the contribution of CDM projects to sustainable development in China, India, and Brazil, despite national definitions of sustainability.","ai_generated":true,"unit":"climstra-000274#insight-8","date_modified":"2026-10-23"},{"text":"Cement blending projects in India and Brazil are highly prone to rejection due to insufficient demonstration of additionality.","ai_generated":true,"unit":"climstra-000274#insight-9","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","Kyoto Protocol","European Union Emission Trading Scheme 1","sustainable development","renewable energy","energy efficiency","waste management","hydropower","wind power","bioenergy","climate finance"],"geography_discussed":["People's Republic of China","India","Brazil","European Union","South Korea","Egypt","Peru","Malaysia","Chile","Mexico","Argentina","Tunisia","Morocco","Ecuador","Honduras","Guatemala"],"frame_perspective":[],"analysis_type":["empirical analysis","case study","quantitative analysis","qualitative analysis"]},{"id":"climstra-000107","url":"https://climateinsightsdirectory.org/document/climstra-000107","title":"Empirical analysis of performance of CDM projects from registration to CER issuance","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"research paper","language":"en","date_published":"2008-03","source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/cdm-performance-mayr-03-08.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that CDM projects generally overestimate their emission reduction potential, with actual CER issuance reaching only 76% of the amount predicted at registration. Performance varies significantly by project type, with N2O projects over-performing (129%) and animal waste projects under-performing (28%). The analysis also indicates that in-house project development generally outperforms the use of large external consultancies, and that India showed the best host-country performance (122%) compared to China (55%) and Brazil (90%).","ai_generated":true,"unit":"climstra-000107#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"On average, the volume of Certified Emission Reductions (CERs) actually issued for the analyzed projects reached only 76% of the amount predicted at the registration stage, with 64.8 million tonnes issued compared to a forecast of 85.2 million tonnes per year.","ai_generated":true,"unit":"climstra-000107#insight-1","date_modified":"2026-10-23"},{"text":"Project type is a critical determinant of performance: N2O projects were the most successful, issuing 29% more CERs than expected, while animal waste projects were the worst performing, with issuance reaching only 28% of forecasts.","ai_generated":true,"unit":"climstra-000107#insight-2","date_modified":"2026-10-23"},{"text":"Host country performance varied significantly, with India performing best at 122%, followed by Brazil at 90% and China at 55%, a trend strongly influenced by the specific types of projects (such as HFC-23 and N2O) implemented in those countries.","ai_generated":true,"unit":"climstra-000107#insight-3","date_modified":"2026-10-23"},{"text":"Project size influences the accuracy of forecasts; very small projects (below 20 thousand tonnes CO2 equivalent) and very large projects (above 540 thousand tonnes) generally perform better than medium-sized projects.","ai_generated":true,"unit":"climstra-000107#insight-4","date_modified":"2026-10-23"},{"text":"Projects developed in-house (99% performance) tended to be more accurate in their CER estimations than those developed by large consultancies, such as Ernst & Young (87%), Econergy (63%), and AgCert (18%).","ai_generated":true,"unit":"climstra-000107#insight-5","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","nitrous oxide","landfill gas","renewable electricity","bioenergy","wind power","hydropower","energy efficiency"],"geography_discussed":["India","People's Republic of China","Brazil","Mexico","South Korea","Egypt","Chile"],"frame_perspective":[],"analysis_type":["empirical analysis","performance assessment"]},{"id":"prio-001484","url":"https://climateinsightsdirectory.org/document/prio-001484","title":"International Terrorism and the Clash of Civilizations","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2008-03","source_url":"https://cdn.cloud.prio.org/files/4b593a7d-4b6a-4a2a-a733-7628cf3fa121/International Terrorism and the Clash of Civilizations.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research tests Samuel Huntington's 'clash of civilizations' hypothesis against a strategic theory of international terrorism using a directed country dyad sample from 1969 to 2005. The authors find that international terrorism is primarily driven by strategic logic—specifically, terror groups target foreign nationals from countries that provide economic aid, arms, or military support to the terrorists' home government. While the data shows excessive terrorism against Western targets, the authors argue this is due to the high strategic value of Western targets and Western interference in other regions, rather than an inherent civilizational clash. The study finds no evidence for a general structural break in terrorism patterns following the end of the Cold War, contradicting Huntington's predictions, although it notes an increase in lethal Islamic terrorism against the West coinciding with the invasions of Afghanistan and Iraq.","ai_generated":true,"unit":"prio-001484#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study finds strong empirical support for a strategic theory of terrorism, where foreign political support for a home government increases terrorism against the supporting country's nationals.","ai_generated":true,"unit":"prio-001484#insight-1","date_modified":"2026-10-23"},{"text":"Terrorist activity is significantly higher when the target country provides economic aid, arms transfers, military alliances, or intervenes in civil wars on behalf of the terrorists' home government.","ai_generated":true,"unit":"prio-001484#insight-2","date_modified":"2026-10-23"},{"text":"The research contradicts Huntington's claim that the Islamic civilization is generally more prone to inter-civilizational terrorism than others when controlling for socio-political and geographical factors.","ai_generated":true,"unit":"prio-001484#insight-3","date_modified":"2026-10-23"},{"text":"While there is a high volume of terrorism directed at the West, the authors attribute this to the strategic value of Western targets and Western interference in Muslim countries rather than a civilizational clash.","ai_generated":true,"unit":"prio-001484#insight-4","date_modified":"2026-10-23"},{"text":"The analysis finds no evidence of a general structural break in international terrorism patterns triggered by the end of the Cold War, as Huntington predicted.","ai_generated":true,"unit":"prio-001484#insight-5","date_modified":"2026-10-23"},{"text":"An increase in lethal Islamic terrorism against the West was observed, but it correlates more strongly with the invasions of Afghanistan and Iraq than with the end of the Cold War.","ai_generated":true,"unit":"prio-001484#insight-6","date_modified":"2026-10-23"},{"text":"The study notes that approximately 90 percent of all terrorism is domestic, meaning the perpetrators and victims share the same nationality.","ai_generated":true,"unit":"prio-001484#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Afghanistan","Iraq"],"frame_perspective":[],"analysis_type":["empirical analysis","comparative theory testing","statistical regression"]},{"id":"climstra-000104","url":"https://climateinsightsdirectory.org/document/climstra-000104","title":"Empirical analysis of performance of CDM projects: case study Brazil","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"research paper","language":"en","date_published":"2008-02","source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/cdm-case-brazil-friberg-castro02-08.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper analyzes nine Brazilian CDM projects, finding that forecasted CER generation typically decreases as projects move from validation to issuance due to methodology changes, lower-than-expected output, and delays. While additionality arguments are generally credible, they are sometimes weakened by the rapid spread of technology. The study also concludes that the Brazilian national stakeholder consultation process is insufficient for gathering local concerns, as fewer than 5% of projects receive comments through the standard procedure.","ai_generated":true,"unit":"climstra-000104#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Access to long-term financing with reasonable interest rates is a widespread barrier for CDM projects in Brazil, with unilateral and small-scale projects potentially facing greater difficulties.","ai_generated":true,"unit":"climstra-000104#insight-1","date_modified":"2026-10-23"},{"text":"Forecasted CER generation generally declines as projects progress from validation to registration and issuance. This trend was observed in animal waste, biomass, and wind projects, driven by changes in monitoring methodology, operating margin carbon emissions factors, lower output, and delays in the crediting period.","ai_generated":true,"unit":"climstra-000104#insight-2","date_modified":"2026-10-23"},{"text":"The standard stakeholder consultation procedure established by the Brazilian Designated National Authority (DNA) is ineffective, with less than 5% of projects receiving comments, most of which are general and do not inform project design.","ai_generated":true,"unit":"climstra-000104#insight-3","date_modified":"2026-10-23"},{"text":"While the additionality argumentation for the analyzed projects is considered credible, it is occasionally weakened by the fact that the technologies used are becoming common practice in Brazil or by the age of the equipment being replaced.","ai_generated":true,"unit":"climstra-000104#insight-4","date_modified":"2026-10-23"},{"text":"Project developers' expectations for sustainability benefits significantly exceed the expectations and concerns expressed by local stakeholders, suggesting that sustainability goals are not sufficiently informed by local views.","ai_generated":true,"unit":"climstra-000104#insight-5","date_modified":"2026-10-23"},{"text":"Delays in the start of the crediting period are primarily attributed to lengthy validation processes by Designated Operational Entities (DOEs) struggling with high workloads or delays in project implementation, rather than the Brazilian DNA's approval process.","ai_generated":true,"unit":"climstra-000104#insight-6","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","renewable electricity","bioenergy","wind power","hydroelectricity","sustainable development","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical analysis","case study"]},{"id":"climstra-000105","url":"https://climateinsightsdirectory.org/document/climstra-000105","title":"Empirical analysis of performance of CDM projects: case study China","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"research paper","language":"en","date_published":"2008-02","source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/cdm-case-china-castro02-08.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper evaluates six Chinese CDM projects (four registered and two in validation) to assess how they perform against their initial designs. It finds that forecasted Certified Emission Reductions (CERs) fluctuate significantly as projects progress, often due to new standardised baseline information from China's Designated National Authority (DNA) and technological barriers. All sampled projects claim investment barriers, but only half provide a complete investment analysis. The study also notes a lack of standardised stakeholder consultation procedures in China, with written surveys being the most common method. While projects often align with stakeholder expectations regarding local employment, sustainability benefits are not described quantitatively in the Project Design Documents (PDDs).","ai_generated":true,"unit":"climstra-000105#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forecasted Certified Emission Reductions (CERs) vary significantly as projects move from validation to issuance, with observed changes ranging from +36% to -42% of the original volume.","ai_generated":true,"unit":"climstra-000105#insight-1","date_modified":"2026-10-23"},{"text":"Project delays in the start of the crediting period are common, particularly for hydropower plants, and are caused by institutional, methodological, and financial factors including DNA approval delays, EB registration processes, and difficulties in achieving financial closure.","ai_generated":true,"unit":"climstra-000105#insight-2","date_modified":"2026-10-23"},{"text":"Small-scale CDM projects in China may face more severe technological and financial barriers than large projects, especially when implemented by small private companies that struggle to secure bank loans because local banks do not trust CER revenues as security.","ai_generated":true,"unit":"climstra-000105#insight-3","date_modified":"2026-10-23"},{"text":"While all analysed projects argue that investment barriers exist, only 50% perform a complete investment analysis to substantiate this claim.","ai_generated":true,"unit":"climstra-000105#insight-4","date_modified":"2026-10-23"},{"text":"The quality of additionality argumentation is often insufficient in projects that have not yet passed validation, specifically regarding the lack of independent information sources and detailed common practice analysis.","ai_generated":true,"unit":"climstra-000105#insight-5","date_modified":"2026-10-23"},{"text":"China lacks a specific, standardised procedure for CDM stakeholder participation; the most frequent methods used are written surveys and public meetings, though some projects provide insufficient information on their consultation methods.","ai_generated":true,"unit":"climstra-000105#insight-6","date_modified":"2026-10-23"},{"text":"Sustainability benefits in the sampled projects are not described quantitatively, and all listed benefits derive from project activities or national regulations rather than voluntary community support programmes.","ai_generated":true,"unit":"climstra-000105#insight-7","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","renewable electricity","hydropower","waste heat recovery","climate finance","sustainable development","greenhouse gas emissions"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical analysis","case study"]},{"id":"climstra-000106","url":"https://climateinsightsdirectory.org/document/climstra-000106","title":"Empirical analysis of performance of CDM projects: case study India","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"research paper","language":"en","date_published":"2008-02","source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/cdm-case-india-castro-benecke02-08.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis of 23 Indian CDM projects reveals a consistent gap between optimistic initial forecasts and actual CER issuance, with an average reduction of 23.1% in forecasted CERs till 2012. The study finds that additionality argumentation is often poor, frequently lacking independent evidence and relying on unconvincing investment barriers. Furthermore, stakeholder consultation processes are often superficial, frequently conflating general regulatory permits with CDM-specific engagement, and the delivery of sustainability benefits remains largely unquantified and insufficiently monitored.","ai_generated":true,"unit":"climstra-000106#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Actual CER issuance is consistently lower than initial projections, with the forecasted amount of CERs until 2012 decreasing by an average of 23.1% between the validation and issuance stages.","ai_generated":true,"unit":"climstra-000106#insight-1","date_modified":"2026-10-23"},{"text":"All projects in the sample that claimed credits after registration experienced a delay of more than six months in the start of their crediting period, with all such delays occurring between the validation and registration phases.","ai_generated":true,"unit":"climstra-000106#insight-2","date_modified":"2026-10-23"},{"text":"Additionality argumentation in the sampled projects is generally weak; only five of the 23 projects consistently used independent evidence to support their claims, and 11 projects provided no independent sources at all.","ai_generated":true,"unit":"climstra-000106#insight-3","date_modified":"2026-10-23"},{"text":"While 70% of projects cited investment barriers to prove additionality, the study found these arguments often unconvincing, particularly for well-known companies with existing balance sheets that typically do not face severe borrowing constraints.","ai_generated":true,"unit":"climstra-000106#insight-4","date_modified":"2026-10-23"},{"text":"Technological barriers were cited by 61% of projects, including issues such as the need for skilled personnel, corrosion risks, and lack of stable transmission lines.","ai_generated":true,"unit":"climstra-000106#insight-5","date_modified":"2026-10-23"},{"text":"Stakeholder consultation in India lacks a standard procedure, leading many project developers to present the process of obtaining governmental and local licenses, such as the Gram Panchayat 'no objection certificate', as evidence of stakeholder consultation.","ai_generated":true,"unit":"climstra-000106#insight-6","date_modified":"2026-10-23"},{"text":"Stakeholder concerns primarily focus on local job creation, potential negative environmental and social impacts, and infrastructure contributions, while developers' expectations for sustainability benefits are generally broader and exceed those of the stakeholders.","ai_generated":true,"unit":"climstra-000106#insight-7","date_modified":"2026-10-23"},{"text":"The Indian DNA's approval process and sustainability criteria are deemed insufficient to ensure the delivery of expected benefits, as few projects provide quantitative indicators of impact or contributions beyond normal project outcomes.","ai_generated":true,"unit":"climstra-000106#insight-8","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","sustainable development","bioenergy","wind power","hydroelectricity","energy efficiency","climate finance","Kyoto Protocol"],"geography_discussed":["Uttar Pradesh"],"frame_perspective":[],"analysis_type":["empirical analysis","case study"]},{"id":"climstra-000287","url":"https://climateinsightsdirectory.org/document/climstra-000287","title":"Global Carbon Mechanisms Annex I: Analysis of CDM project performance","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":null,"source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/gcm-technical-annex-i-cdm-project-performance.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the 'CER yield' of CDM projects, finding significant underperformance and variation based on project type, size, and developer. It identifies mis-calculation and implementation delays as the primary drivers of failure, while noting that bilateral projects generally outperform unilateral ones.","ai_generated":true,"unit":"climstra-000287#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant gap between projected and actual emission reductions, with the Climate Strategies sample showing an average CER yield of 76%. New Carbon Finance found that 70% of projects issuing CERs were underperforming, and 42% had yields below 80%.","ai_generated":true,"unit":"climstra-000287#insight-1","date_modified":"2026-10-23"},{"text":"Project rejection rates increased over time, rising from less than 2% for projects submitted in 2004/2005 to over 10% for those submitted in 2007. Requests for review also rose from 8% in 2004/2005 to over 40% in 2007.","ai_generated":true,"unit":"climstra-000287#insight-2","date_modified":"2026-10-23"},{"text":"Energy efficiency projects, specifically cement blending, faced high rejection rates due to failure to pass the 'additionality' test. Of 22 cement blending projects submitted, 8 were rejected.","ai_generated":true,"unit":"climstra-000287#insight-3","date_modified":"2026-10-23"},{"text":"Bilateral projects generally achieve higher CER yields (approximately 77%) than unilateral projects (approximately 67%), with those involving European participants performing best at 121%.","ai_generated":true,"unit":"climstra-000287#insight-4","date_modified":"2026-10-23"},{"text":"Mis-calculation and delays in project implementation are the most influential factors in delivery failure, accounting for at least 75% of failures in hydro, wind, landfill, and industrial gas projects.","ai_generated":true,"unit":"climstra-000287#insight-5","date_modified":"2026-10-23"},{"text":"Landfill gas projects showed particularly poor performance, with 90% of issuing projects underperforming, often with yields below 50%, due to the poor application of emission saving models to local site conditions.","ai_generated":true,"unit":"climstra-000287#insight-6","date_modified":"2026-10-23"},{"text":"Chinese wind projects performed relatively poorly compared to those in India, partly because the use of domestically-produced turbines led to more technical faults and delays in reaching full load capacity.","ai_generated":true,"unit":"climstra-000287#insight-7","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","energy efficiency","hydropower","wind power","landfill gas"],"geography_discussed":["People's Republic of China","India","Brazil","Mexico","Argentina","Chile","South Korea","Egypt"],"frame_perspective":[],"analysis_type":["performance analysis","empirical analysis"]},{"id":"issafri-002316","url":"https://climateinsightsdirectory.org/document/issafri-002316","title":"Criminal Justice Norms, politics, institutions, processes and constraints","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://issafrica.s3.amazonaws.com/site/uploads/M161C2.PDF","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document explores the tension between formal 'due process' and substantive justice, arguing that criminal law is often a tool for political and economic power rather than a neutral instrument. It contrasts consensus-functionalist and radical-conflict paradigms of law and evaluates the impact of colonial legacies on the current state of criminal justice in Africa, where corruption and repression remain prevalent.","ai_generated":true,"unit":"issafri-002316#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Two sociological perspectives explain criminal law: the consensus-functionalist paradigm views law as an embodiment of shared societal values to ensure peace, whereas the radical-conflict paradigm argues that law is structured to protect the interests of dominant groups and disproportionately target the poor and powerless.","ai_generated":true,"unit":"issafri-002316#insight-1","date_modified":"2026-10-23"},{"text":"International norms, including the African Charter on Human and Peoples Rights, the UN Declaration of Human Rights, and the ICCPR, establish the 'presumption of innocence' and prohibit arbitrary arrest, retroactive laws, and torture to protect human dignity.","ai_generated":true,"unit":"issafri-002316#insight-2","date_modified":"2026-10-23"},{"text":"Punishment philosophies are split between retributionists, who believe punishment should be proportional to the harm caused (past-oriented), and utilitarians, who justify punishment based on future goals such as deterrence, reformation, and rehabilitation.","ai_generated":true,"unit":"issafri-002316#insight-3","date_modified":"2026-10-23"},{"text":"Criminal justice systems in Africa are heavily influenced by colonial legacies, where institutions were originally designed as partisan agencies for colonial rulers. Post-colonial rulers often maintained these repressive structures to reinforce authoritarian governance.","ai_generated":true,"unit":"issafri-002316#insight-4","date_modified":"2026-10-23"},{"text":"Empirical data from 18 African countries in 2005 indicates widespread legal inequality and high levels of corruption among police and judicial officials, leading to a 'legitimation crisis' for these institutions.","ai_generated":true,"unit":"issafri-002316#insight-5","date_modified":"2026-10-23"},{"text":"Pervasive failures in African criminal justice include the use of torture to obtain confessions, extra-judicial killings, and extreme trial delays; for example, awaiting trial inmates make up two-thirds of the prison population in Nigeria.","ai_generated":true,"unit":"issafri-002316#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Benin","Ghana","Kenya","Mali","Nigeria","Uganda","Zambia","Zimbabwe"],"frame_perspective":[],"analysis_type":["theoretical analysis","historical analysis","empirical analysis"]},{"id":"prio-001193","url":"https://climateinsightsdirectory.org/document/prio-001193","title":"Accounting for Numbers: Group Characteristics and the Choice of Violent and Nonviolent Tactics","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/4278c772-992b-491e-87d3-304ceaf190fe/Accounting for numbers Group characteristics and the choice of violent and nonviolent tactics.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The research argues that nonviolent tactics are relatively more effective only when a movement can mobilize a sufficiently large number of participants, creating a 'mobilization advantage'. Conversely, movements with limited audiences or resources—such as ethnic secessionists or those based in rural peripheries—often find violent tactics more feasible. Using data from NAVCO 2.0, UCDP, and SRDP, the authors demonstrate that nonviolent campaigns typically have much higher participation rates and are more frequent in urbanized non-democracies, while violent conflicts are more common in rural areas and among smaller, territorially focused groups.","ai_generated":true,"unit":"prio-001193#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nonviolent tactics provide a strategic advantage only when a movement has a large potential audience and sufficient resources to mobilize a high number of active participants, whereas movements with limited mobilization potential may find violence more feasible.","ai_generated":true,"unit":"prio-001193#insight-1","date_modified":"2026-10-23"},{"text":"There is a stark difference in the scale of active participation between the two strategies: nonviolent campaigns have a median participation rate of 100,000 people, while the median rebel troop estimate for violent armed conflicts is only 4,000.","ai_generated":true,"unit":"prio-001193#insight-2","date_modified":"2026-10-23"},{"text":"The geographic and demographic profiles of the two types of dissent differ significantly; nonviolent mobilization is most frequent in capital cities and urbanized areas, while violent mobilization is typically confined to the periphery.","ai_generated":true,"unit":"prio-001193#insight-3","date_modified":"2026-10-23"},{"text":"Empirical analysis shows that nonviolent campaigns are more likely to occur in non-democracies with large urban populations, whereas the likelihood of violent civil conflict is highest in rural non-democracies.","ai_generated":true,"unit":"prio-001193#insight-4","date_modified":"2026-10-23"},{"text":"The type of incompatibility influences the choice of tactic: governmental incompatibilities (e.g., regime change) are more likely to result in nonviolent mobilization, while territorial incompatibilities (e.g., secession) are more likely to lead to violence.","ai_generated":true,"unit":"prio-001193#insight-5","date_modified":"2026-10-23"},{"text":"For ethnic self-determination groups, the likelihood of employing nonviolent strategies increases more rapidly with the size of the ethnic group than the likelihood of using violence.","ai_generated":true,"unit":"prio-001193#insight-6","date_modified":"2026-10-23"},{"text":"Initial strategic choices are generally stable, with fewer than 10% of campaigns in independent states changing their primary strategy.","ai_generated":true,"unit":"prio-001193#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["theoretical modeling","empirical analysis","comparative study"]},{"id":"prio-001838","url":"https://climateinsightsdirectory.org/document/prio-001838","title":"Understanding strategic choice: The determinants of civil war and non-violent campaign in self-determination disputes","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/6dec6e77-338e-4429-91ac-9f2282d47bf0/Understanding strategic choice The determinants of civil war and nonviolent campaign in self-determination disputes.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research examines why self-determination groups adopt different strategies to achieve greater self-rule. By analyzing 146 groups across 77 states from 1960 to 2005, the author finds that while some factors like economic discrimination and independence demands increase the likelihood of both non-violent and violent irregular politics, others—such as group size and internal fragmentation—differentially drive groups toward either civil war or non-violent campaigns.","ai_generated":true,"unit":"prio-001838#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Civil war is more likely than conventional politics when self-determination groups are larger, internally fragmented, have kin in adjoining states, are excluded from political power, face economic discrimination, demand independence, and operate in states with lower economic development.","ai_generated":true,"unit":"prio-001838#insight-1","date_modified":"2026-10-23"},{"text":"Non-violent campaigns are more likely than conventional politics when groups are smaller, less geographically concentrated, excluded from political power, face economic discrimination, demand independence, and operate in non-democracies.","ai_generated":true,"unit":"prio-001838#insight-2","date_modified":"2026-10-23"},{"text":"Democracy reduces the likelihood of non-violent campaigns relative to conventional politics, suggesting that democratic states provide more efficient institutional channels for groups to pursue their agendas.","ai_generated":true,"unit":"prio-001838#insight-3","date_modified":"2026-10-23"},{"text":"Demands for total independence make both civil war and non-violent campaigns more likely than conventional politics, as independence is rarely achieved through institutional means.","ai_generated":true,"unit":"prio-001838#insight-4","date_modified":"2026-10-23"},{"text":"Economic discrimination significantly increases the probability of both non-violent campaigns and civil war compared to relying on conventional politics.","ai_generated":true,"unit":"prio-001838#insight-5","date_modified":"2026-10-23"},{"text":"Internal fragmentation within a self-determination group increases the likelihood of civil war due to credibility problems in bargaining with the state, but it does not have a statistically significant effect on the likelihood of non-violent campaigns.","ai_generated":true,"unit":"prio-001838#insight-6","date_modified":"2026-10-23"},{"text":"The presence of kin in an adjoining state increases the likelihood of civil war but has no significant effect on the likelihood of non-violent campaigns.","ai_generated":true,"unit":"prio-001838#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Russia","Ethiopia","People's Republic of China","India","Yugoslavia","Indonesia","Israel","United Kingdom","Turkey"],"frame_perspective":[],"analysis_type":["empirical analysis","multinomial logit regression","comparative study"]},{"id":"wri-000968","url":"https://climateinsightsdirectory.org/document/wri-000968","title":"The Triple Dividend of Building Climate Resilience: Taking Stock, Moving Forward","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/triple-dividend-building-climate-resilience-taking-stock-moving-forward","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper introduces the Triple Dividend of Resilience (TDR) framework, which categorizes adaptation benefits into avoided losses (first dividend), induced economic/development benefits (second dividend), and social/environmental benefits (third dividend). It finds that the second and third dividends often exceed the value of avoided losses and can result in benefit-cost ratios greater than 1 independently of whether a disaster occurs. The author argues that fully quantifying these dividends can help mobilize public and private finance and suggests five strategies to standardize TDR analysis, including growing the evidence base and improving data collection.","ai_generated":true,"unit":"wri-000968#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Triple Dividend of Resilience (TDR) framework identifies three types of benefits from adaptation: avoided losses (first dividend), induced economic or development benefits (second dividend), and additional social and environmental benefits (third dividend).","ai_generated":true,"unit":"wri-000968#insight-1","date_modified":"2026-10-23"},{"text":"The second and third dividends are highly significant and often account for more than half of the total benefits of an investment; they accrue regardless of whether a climate risk actually materializes.","ai_generated":true,"unit":"wri-000968#insight-2","date_modified":"2026-10-23"},{"text":"The second and third dividends can independently generate benefit-cost ratios (BCRs) greater than 1, even when the value of avoided losses is excluded from the calculation.","ai_generated":true,"unit":"wri-000968#insight-3","date_modified":"2026-10-23"},{"text":"Case studies indicate that the second dividend provided over half of total benefits for drought management and coastal flooding projects, while the third dividend provided over half of total benefits for urban stormwater management using nature-based solutions.","ai_generated":true,"unit":"wri-000968#insight-4","date_modified":"2026-10-23"},{"text":"Integrating all three dividends can result in quantified benefits several times greater than when only one dividend is measured, which can facilitate better access to project finance and improved monitoring and evaluation.","ai_generated":true,"unit":"wri-000968#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","climate finance","nature-based solutions","coastal flood","ecosystem service"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["literature review","empirical analysis","case study"]}]}