{"query_echo":{"q":"","filters":{"analysis_type":["database analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'database analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=database+analysis","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":"saiia-001940","url":"https://climateinsightsdirectory.org/document/saiia-001940","title":"Civic Tech in Southern Africa: Alternative Democracy and Governance Futures?","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2023-04","source_url":"https://saiia.org.za/wp-content/uploads/2023/05/SAIIA_OP-345_CivicTech.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper analyzes the growth of civic tech in southern Africa, identifying a strong concentration of initiatives in South Africa and a primary focus on democracy and governance. It explores two diverging pathways: civic tech as a government partner or as an independent, community-driven tool for development. The authors highlight significant barriers, including the digital divide, funding instability, and adversarial relationships between governments and tech innovators, while recommending sustainable funding models and increased digital literacy for public officials.","ai_generated":true,"unit":"saiia-001940#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Civic technology is expanding across southern Africa, though its growth is uneven and heavily concentrated in South Africa, which accounts for approximately 70% of initiatives in the SADC region according to the Civic Tech Innovation Network (CTIN) database.","ai_generated":true,"unit":"saiia-001940#insight-1","date_modified":"2026-10-23"},{"text":"The primary application of civic tech in the region is democracy and governance, which represents 64% of initiatives in the CTIN database, with over half of these being web-based platforms focused on open data.","ai_generated":true,"unit":"saiia-001940#insight-2","date_modified":"2026-10-23"},{"text":"Two distinct trajectories for civic tech are emerging: one that interfaces with government to improve transparency and service delivery, and another that operates independently to build community resilience and advance development in sectors like health, education, and gender.","ai_generated":true,"unit":"saiia-001940#insight-3","date_modified":"2026-10-23"},{"text":"The relationship between civic tech innovators and governments is frequently adversarial, characterized by a lack of trust and a clash between hierarchical government cultures and the responsive nature of civic tech.","ai_generated":true,"unit":"saiia-001940#insight-4","date_modified":"2026-10-23"},{"text":"Significant structural barriers hinder the inclusive adoption of civic tech, most notably a severe digital divide where only 20% of the African population has internet access, alongside high data costs and a lack of digital literacy.","ai_generated":true,"unit":"saiia-001940#insight-5","date_modified":"2026-10-23"},{"text":"Funding for civic tech is currently unsustainable, as projects often rely on donors or governments whose interests may steer the agenda, leading to a need for new models that convert digital skills into income.","ai_generated":true,"unit":"saiia-001940#insight-6","date_modified":"2026-10-23"},{"text":"There is a concerning trend toward 'digital dictatorship' in some African nations, where governments use internet shutdowns, social media taxes, and restrictive legislation to silence citizens and constrain the civic tech space.","ai_generated":true,"unit":"saiia-001940#insight-7","date_modified":"2026-10-23"}],"climate_tags":["public participation","digital divide"],"geography_discussed":["South Africa","Kenya","Malawi","Tanzania","Mozambique","Lesotho","Uganda","World"],"frame_perspective":[],"analysis_type":["foresight analysis","policy research","database analysis"]},{"id":"iisd-003125","url":"https://climateinsightsdirectory.org/document/iisd-003125","title":"Regards sur les incitations : Concurrence fiscale dans le secteur minier","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"fr","date_published":"2019","source_url":"https://www.iisd.org/system/files/2025-02/insights-incentives-tax-competition-mining-fr.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes tax incentives across 104 mining projects in 21 developing countries, finding that while legislation is the primary source of incentives, African countries rely more heavily on discretionary contracts. The most common incentives are fiscal stabilization clauses and corporate income tax breaks, both of which pose significant revenue risks. The study notes that the use of these incentives peaked in the late 1990s and again during the 2014-2016 commodity price crash, suggesting a correlation between low commodity prices and more generous tax terms.","ai_generated":true,"unit":"iisd-003125#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Governments are more likely to grant tax incentives through primary legislation than through individual contracts. This is generally viewed positively as laws are public and subject to legislative review, whereas contracts are often \"discretionnaire, secret et susceptible d’être corrompu\".","ai_generated":true,"unit":"iisd-003125#insight-1","date_modified":"2026-10-23"},{"text":"Regional differences exist in how incentives are granted; African countries provide more incentives via contracts compared to countries in Asia and Latin America.","ai_generated":true,"unit":"iisd-003125#insight-2","date_modified":"2026-10-23"},{"text":"Fiscal stabilization and corporate income tax incentives are the most frequent types of incentives in both primary law and contracts. These are identified as high-risk for public revenues, as they can limit a government's ability to correct errors or address unexpected revenue losses.","ai_generated":true,"unit":"iisd-003125#insight-3","date_modified":"2026-10-23"},{"text":"Incentives related to withholding tax are common and increase the risk of base erosion and profit shifting (BEPS), as they encourage investors to transfer profits to foreign affiliates in low-tax jurisdictions.","ai_generated":true,"unit":"iisd-003125#insight-4","date_modified":"2026-10-23"},{"text":"Cost-based incentives, such as investment deductions and tax credits, are rare, appearing only in the legislation of Colombia, Mongolia, and the Philippines, despite being better suited for mining investments than profit-based incentives.","ai_generated":true,"unit":"iisd-003125#insight-5","date_modified":"2026-10-23"},{"text":"Royalty-based incentives are frequently found in contracts but are rarely present in primary legislation. This is concerning because royalties provide a regular and predictable revenue stream for governments.","ai_generated":true,"unit":"iisd-003125#insight-6","date_modified":"2026-10-23"},{"text":"Fiscal stabilization clauses are nearly universal, with an average duration of 20 years. In some countries, such as Guinea, Burkina Faso, Burundi, Madagascar, and Mali, these clauses average 30-34 years, which the report suggests may be \"outils de recherche de rente\" rather than necessary financial guarantees.","ai_generated":true,"unit":"iisd-003125#insight-7","date_modified":"2026-10-23"},{"text":"Corporate tax holidays are offered by more than half of the analyzed countries, with an average duration of nine years. These are considered inefficient because mining is site-specific and they may encourage investors to accelerate production or shift profits abroad during the exemption period.","ai_generated":true,"unit":"iisd-003125#insight-8","date_modified":"2026-10-23"},{"text":"The use of tax incentives peaked in the late 1990s (averaging 4.7 per contract) and again after 2014, coinciding with the collapse of commodity prices, suggesting countries offer more generous terms to attract investment when prices are low.","ai_generated":true,"unit":"iisd-003125#insight-9","date_modified":"2026-10-23"}],"climate_tags":["mining industry","tax incentive"],"geography_discussed":["Africa","Asia","Latin America"],"frame_perspective":[],"analysis_type":["comparative analysis","database analysis"]},{"id":"sei-002191","url":"https://climateinsightsdirectory.org/document/sei-002191","title":"Information overload? A review of databases on climate change mitigation policy","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2016-06","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/CARISMA-Working-Doc1-Policy-Database-Analysis.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Stockholm Environment Institute reviewed 24 climate change mitigation policy databases, finding that while data availability is increasing, it is heavily skewed toward the energy sector and industrialized nations. The analysis reveals significant gaps in information regarding the agricultural sector, sub-Saharan Africa, policy costs, and actual emission savings. Furthermore, the review notes a lack of interactivity and poor linkage between different databases, which limits potential synergies for policy makers.","ai_generated":true,"unit":"sei-002191#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant sectoral imbalance in available policy data, with a heavy concentration on the energy sector and a lack of information on agriculture and waste. Out of 24 databases, 18 cover the energy sector, 14 cover buildings, and 13 cover transport, while only four cover agriculture and two cover waste.","ai_generated":true,"unit":"sei-002191#insight-1","date_modified":"2026-10-23"},{"text":"Geographical coverage is uneven, favoring high-emission countries in the global North. Germany is the most frequently covered country (appearing in 22 databases), followed by India, China, and the United States (15 each). Conversely, there is a scarcity of information for sub-Saharan Africa and Central Asia.","ai_generated":true,"unit":"sei-002191#insight-2","date_modified":"2026-10-23"},{"text":"Databases generally lack critical performance and financial data, such as the actual costs of policies or verified emission reductions. Only five databases provide some information on mitigation costs, and only five include estimates of emission savings, which are typically ex ante.","ai_generated":true,"unit":"sei-002191#insight-3","date_modified":"2026-10-23"},{"text":"The level of interactivity and data utility is low across the sampled sources. Only ten databases are considered interactive, and none allow users to perform their own calculations or simulations directly on the website.","ai_generated":true,"unit":"sei-002191#insight-4","date_modified":"2026-10-23"},{"text":"There is a lack of integration and synergy between different climate policy databases. Many sources overlap by describing the same energy sector policies without being linked, such as the overlap between the IEA's Addressing Climate Change database and the NewClimate Institute's Climate Policy Database.","ai_generated":true,"unit":"sei-002191#insight-5","date_modified":"2026-10-23"},{"text":"The prevalence of regulatory and economic instruments is high in the databases, while procedural instruments are rarely documented. Nineteen databases describe regulatory and economic/market instruments, but only seven contain information on procedural instruments.","ai_generated":true,"unit":"sei-002191#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","renewable energy","transport industry","Nationally Determined Contributions","climate finance"],"geography_discussed":["Germany","India","People's Republic of China","United States","Turkey","Canada","Russia","Brazil","Europe","European Union","sub-Saharan Africa","Latin America","Asia","South Africa","Central Asia"],"frame_perspective":[],"analysis_type":["review","database analysis"]}]}