{"query_echo":{"q":"","filters":{"geography":["Thailand"]},"warnings":[]},"total":{"value":912,"relation":"eq"},"page":32,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Thailand&page=32","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Thailand&page=33","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":"iisd-002880","url":"https://climateinsightsdirectory.org/document/iisd-002880","title":"A CITIZENS’ GUIDE TO ENERGY SUBSIDIES IN MALAYSIA","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2013-05","source_url":"https://www.iisd.org/gsi/sites/default/files/ffs_malaysia_czguide.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the structure and consequences of energy subsidies in Malaysia, noting that they disproportionately benefit high-income groups and create significant fiscal and environmental burdens. It details the mechanisms used to subsidize petroleum and electricity, the failures of the Subsidy Rationalisation Programme, and provides a framework for transitioning to market-based pricing while mitigating social impacts.","ai_generated":true,"unit":"iisd-002880#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fuel subsidies represent a massive portion of Malaysia's government spending; in 2011, they accounted for more than 10 per cent of operating expenditure and over 43 per cent of gross development expenditure.","ai_generated":true,"unit":"iisd-002880#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant discrepancy in subsidy cost estimates: the IEA estimated fossil-fuel subsidies at MYR13.95 billion (2.4 per cent of GDP) in 2009, while the Malaysian Ministry of Finance reported MYR6.19 billion (0.88 per cent of GDP).","ai_generated":true,"unit":"iisd-002880#insight-2","date_modified":"2026-10-23"},{"text":"Energy subsidies in Malaysia are regressive, primarily benefiting the wealthy; some estimates suggest higher-income groups make up over 70 per cent of the beneficiaries of fuel product subsidies.","ai_generated":true,"unit":"iisd-002880#insight-3","date_modified":"2026-10-23"},{"text":"Subsidies create severe economic distortions, including a decline in net oil exports (roughly 43,000 bpd on average between 2005 and 2010) and the encouragement of fuel smuggling to countries like Thailand.","ai_generated":true,"unit":"iisd-002880#insight-4","date_modified":"2026-10-23"},{"text":"The electricity sector is subsidized through controlled gas prices imposed on Petronas, which has lost an estimated MYR20 billion in foregone revenues by subsidizing gas for industries and the power sector.","ai_generated":true,"unit":"iisd-002880#insight-5","date_modified":"2026-10-23"},{"text":"Fossil-fuel subsidies contribute to climate change by encouraging wasteful consumption and hindering the competitiveness of renewable energy; electricity generation is Malaysia's largest emitting sector, accounting for 43 per cent of total emissions.","ai_generated":true,"unit":"iisd-002880#insight-6","date_modified":"2026-10-23"},{"text":"The government's Subsidy Rationalisation Programme (SRP), launched in 2010 to gradually move toward market pricing by 2015, was officially suspended in March 2012 to focus on the cost of living before an election.","ai_generated":true,"unit":"iisd-002880#insight-7","date_modified":"2026-10-23"},{"text":"International experience suggests that the long-term elimination of subsidies requires a transition to market-based prices and the creation of competitive energy markets, rather than ad hoc price increases.","ai_generated":true,"unit":"iisd-002880#insight-8","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","energy transition","greenhouse gas emissions","renewable energy","climate finance","energy efficiency","natural gas","coal","electricity generation"],"geography_discussed":["Thailand","Indonesia","Vietnam","Brunei","Russia","Singapore","Iran"],"frame_perspective":[],"analysis_type":["policy assessment","socio-economic analysis","environmental impact assessment"]},{"id":"catf-001154","url":"https://climateinsightsdirectory.org/document/catf-001154","title":"Putting Energy Innovation First","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2013-04","source_url":"https://cdn.catf.us/wp-content/uploads/2019/07/21093652/Putting_Energy_Innovation_First-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies systemic failures within the U.S. Department of Energy (DOE), including the distraction of nuclear weapons and cleanup missions, a fragmented 'stovepipe' organizational structure, and a lack of objective program evaluation. It recommends consolidating energy and science programs under a single Under Secretary, shifting the focus of applied R&D from energy sources to end-uses, and restoring the Government Owned, Contractor Operated (GOCO) model for national laboratories. The authors advocate for structured public-private consortia to drive pre-commercial research and suggest that large-scale 'first-of-a-kind' commercial demonstrations be led by the private sector rather than the DOE. Additionally, the report proposes moving nuclear weapons and nonproliferation missions to the Department of Defense and environmental cleanup to the Army Corps of Engineers or the EPA to allow DOE leadership to focus exclusively on energy innovation.","ai_generated":true,"unit":"catf-001154#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The DOE's primary focus is diverted by nuclear weapons and environmental cleanup missions, which consume a disproportionate share of funding and leadership attention compared to energy innovation.","ai_generated":true,"unit":"catf-001154#insight-1","date_modified":"2026-10-23"},{"text":"The DOE's organizational structure is fragmented into technology-specific 'stovepipes' based on energy sources (e.g., fossil, nuclear, renewable) rather than end-uses, which encourages factionalism and political rather than analytical budgeting.","ai_generated":true,"unit":"catf-001154#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant disconnect between the DOE's basic research (managed by the Office of Science) and its applied research, resulting in a 'weak innovation chain' that lacks coordination and a systematic portfolio review process.","ai_generated":true,"unit":"catf-001154#insight-3","date_modified":"2026-10-23"},{"text":"The Government Owned, Contractor Operated (GOCO) model of national laboratories has deteriorated due to excessive DOE micromanagement, focusing on transactional audits rather than strategic outcomes.","ai_generated":true,"unit":"catf-001154#insight-4","date_modified":"2026-10-23"},{"text":"DOE has a poor track record with large-scale 'first-of-a-kind' (FOAK) commercial demonstrations, exemplified by the failure of the FutureGen project, due to federal administrative burdens and political volatility.","ai_generated":true,"unit":"catf-001154#insight-5","date_modified":"2026-10-23"},{"text":"Public-private partnerships at DOE have often been undermined by high-profile politicization and 'rebranding' by successive presidential administrations, which disrupts technical progress.","ai_generated":true,"unit":"catf-001154#insight-6","date_modified":"2026-10-23"},{"text":"DOE's international activities are characterized as largely ceremonial and of limited value, consisting of bilateral agreements that rarely produce substantive results.","ai_generated":true,"unit":"catf-001154#insight-7","date_modified":"2026-10-23"},{"text":"A significant portion of DOE funding is diverted away from actual research and development by administrative costs, lab overhead, and non-innovation deployment programs.","ai_generated":true,"unit":"catf-001154#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon capture and storage","renewable energy","nuclear power","electric vehicle","fuel cell","energy efficiency","public–private partnership","climate finance","technology transfer"],"geography_discussed":["People's Republic of China","South Korea","Thailand","Mississippi","Texas","Nevada"],"frame_perspective":[],"analysis_type":["policy recommendation","institutional analysis"]},{"id":"iisd-002885","url":"https://climateinsightsdirectory.org/document/iisd-002885","title":"A CITIZENS’ GUIDE TO ENERGY SUBSIDIES IN THAILAND","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2013-04","source_url":"https://www.iisd.org/gsi/sites/default/files/ffs_thailand_czguide.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document provides a comprehensive overview of energy subsidies in Thailand, detailing the mechanisms used to subsidize LPG, NGV, diesel, electricity, and biofuels. It argues that while these subsidies aim to ensure affordability, they often disproportionately benefit higher-income groups, encourage wasteful consumption, and create fiscal strain on the government and state-owned enterprises. The guide outlines the negative impacts of these subsidies, such as fuel smuggling and environmental degradation, and suggests reform strategies based on international experience, emphasizing the need for market-based pricing and targeted social assistance.","ai_generated":true,"unit":"iisd-002885#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Thailand's energy subsidies for fuel and electricity totaled approximately 194,918 million Thai baht (THB) in 2012, though this is considered a minimum estimate as many subsidies are not quantified.","ai_generated":true,"unit":"iisd-002885#insight-1","date_modified":"2026-10-23"},{"text":"Universal energy subsidies for diesel, LPG, and NGV disproportionately benefit higher-income earners who consume more fuel; for example, only 5% to 6% of LPG and diesel subsidies reach the poorest 20% of the population.","ai_generated":true,"unit":"iisd-002885#insight-2","date_modified":"2026-10-23"},{"text":"The Thai government maintains a price cap on high-speed diesel (HSD) below 30 THB per litre, primarily through excise tax exemptions which resulted in over 108 billion THB of foregone revenue in 2012.","ai_generated":true,"unit":"iisd-002885#insight-3","date_modified":"2026-10-23"},{"text":"LPG subsidies create incentives for illegal use and smuggling; cooking LPG is often used illegally by the industrial sector, and subsidized LPG is smuggled into neighboring countries where retail prices are higher.","ai_generated":true,"unit":"iisd-002885#insight-4","date_modified":"2026-10-23"},{"text":"Natural Gas for Vehicles (NGV) is heavily subsidized through capped retail prices, tax exemptions, and low-interest loans, leading to significant losses for the majority government-owned distributor, PTT.","ai_generated":true,"unit":"iisd-002885#insight-5","date_modified":"2026-10-23"},{"text":"Electricity subsidies are more targeted than fuel subsidies, providing free electricity to residential consumers using less than 50 kWh per month as of 2012.","ai_generated":true,"unit":"iisd-002885#insight-6","date_modified":"2026-10-23"},{"text":"Biofuel subsidies are implemented through tax reductions and mandatory blending policies; biodiesel producers are guaranteed a market regardless of price due to the mandatory blending requirement.","ai_generated":true,"unit":"iisd-002885#insight-7","date_modified":"2026-10-23"},{"text":"The Oil Fund, established in 1979 to shield the economy from price volatility, has faced significant deficits, requiring government transfers and loans to cover subsidy costs.","ai_generated":true,"unit":"iisd-002885#insight-8","date_modified":"2026-10-23"},{"text":"Energy subsidies can lead to environmental degradation by increasing fossil-fuel-related greenhouse gas emissions and local air pollution, although some subsidies (like LPG for cooking) may reduce deforestation by replacing firewood.","ai_generated":true,"unit":"iisd-002885#insight-9","date_modified":"2026-10-23"},{"text":"Successful subsidy reform requires a transition to market-based prices, the creation of competitive energy markets, and the implementation of targeted mitigation measures to protect vulnerable households.","ai_generated":true,"unit":"iisd-002885#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy subsidy","fossil fuel","natural gas","diesel fuel","biofuel","biodiesel","greenhouse gas emissions","air pollution","deforestation","energy efficiency","energy security","climate finance"],"geography_discussed":["Malaysia","Vietnam","Myanmar","Laos","Cambodia","Indonesia","South Africa","Turkey","Chile","Iran","Jordan","United States","India"],"frame_perspective":[],"analysis_type":["policy assessment","economic analysis"]},{"id":"cdkn-000608","url":"https://climateinsightsdirectory.org/document/cdkn-000608","title":"COUNTRY SNAPSHOT","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":"2013-03","source_url":"https://cdkn.org/sites/default/files/files/India-Country-Snapshot.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details CDKN's efforts in India, focusing on integrating climate change with disaster risk reduction (DRR) and promoting green growth. Key initiatives include addressing heat-health vulnerability in Ahmadabad, improving disaster management planning in Leh, and researching climate-adapted shelter design. It also highlights the challenges facing the adoption of green construction technologies in India, such as lack of technical capacity, inadequate assessment tools, and bureaucratic hurdles.","ai_generated":true,"unit":"cdkn-000608#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CDKN is supporting the development of a Heat Action Plan in Ahmadabad, Gujarat, following a 2010 heat wave where temperatures reached 50°C and 100 people died. The project, 'Climate Change: Addressing Heat-Health Vulnerability in Rapidly Urbanising Regions of Western India', involves identifying vulnerable populations and implementing measures such as converting black tar roofs to china-tiled mosaics at health centres to reduce infant mortality.","ai_generated":true,"unit":"cdkn-000608#insight-1","date_modified":"2026-10-23"},{"text":"A research project by SEEDS, Kyoto University, and IIT found that the Disaster Management plan for Leh, created after the 2010 floods, focused on relief rather than risk management. The project developed a local plan for the Sakti area using village-level resource maps and action plans, which local councillors are now considering for district-wide scaling.","ai_generated":true,"unit":"cdkn-000608#insight-2","date_modified":"2026-10-23"},{"text":"The adoption of alternative green construction technologies in India is hindered by four primary barriers: a lack of technical capacity and awareness among developers, a lack of quantified benefit assessments for decision-making, government bureaucracy in the building plan review process, and the need for stakeholder behavior change to optimize passive design strategies.","ai_generated":true,"unit":"cdkn-000608#insight-3","date_modified":"2026-10-23"},{"text":"CDKN has committed approximately GBP 1.5 million to provide technical assistance and research in India, specifically supporting States in implementing State Climate Change Action Plans and managing six research projects on climate change and DRR integration.","ai_generated":true,"unit":"cdkn-000608#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","disaster risk reduction","climate change adaptation","green growth","resource efficiency"],"geography_discussed":["Ahmedabad","Gujarat","Leh","Odisha","Mumbai","Vietnam","Pakistan","Nepal","Thailand"],"frame_perspective":[],"analysis_type":["case study","project update","policy analysis"]},{"id":"foei-000091","url":"https://climateinsightsdirectory.org/document/foei-000091","title":"Friends of the Earth Asia Pacific: statement on the duplication of the Four Rivers Project in Thailand","publisher":{"name":"Friends of the Earth International","organization":"friends-of-the-earth-international"},"document_type":"statement","language":"en","date_published":"2013-02-14","source_url":"https://www.foei.org/friends-of-the-earth-asia-pacific-foe-apac-statement-on-the-duplication-of-the-four-rivers-project-in-thailand/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Friends of the Earth Asia Pacific (FoE APac) expresses concern that the South Korean government is promoting the 'Four Rivers Project' as a model for a similar water management contract in Thailand despite evidence of ecological destruction. FoE APac asserts that the project damaged river ecology by blocking flows with dams and straightening serpentine rivers, and argues that claimed benefits like flood control and water quality improvement were used to obfuscate these impacts. The statement also condemns the South Korean government's labeling of critical environmental NGOs as \"unpatriotic\" and \"anti-state\" during a Cabinet meeting on January 15th, viewing this as an attempt to suppress civil society and hinder collaborative environmental responses.","ai_generated":true,"unit":"foei-000091#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Four Rivers Project in South Korea caused significant ecological harm by constructing dams that blocked river flow and straightening serpentine rivers, while its purported benefits—including flood control, water quality improvement, water supply security, and job creation—were used to hide this destruction.","ai_generated":true,"unit":"foei-000091#insight-1","date_modified":"2026-10-23"},{"text":"The South Korean government is attempting to secure a contract for a similar water management project in Thailand, which FoE APac warns could cause severe damage to Thailand's rivers, ecosystems, and neighboring countries on the Mekong.","ai_generated":true,"unit":"foei-000091#insight-2","date_modified":"2026-10-23"},{"text":"President Myeongbak Lee and the South Korean government have suppressed civil society by describing NGOs that oppose the export of the Four Rivers Project model to Thailand as \"unpatriotic\" and \"anti-state\" during a January 15th Cabinet meeting.","ai_generated":true,"unit":"foei-000091#insight-3","date_modified":"2026-10-23"}],"climate_tags":["water management","biodiversity","civil society","environmental policy"],"geography_discussed":["South Korea","Mekong River","South Han River"],"frame_perspective":[],"analysis_type":["policy critique","environmental assessment"]},{"id":"cdkn-000362","url":"https://climateinsightsdirectory.org/document/cdkn-000362","title":"Case Studies on Low Emission Development","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2013-02","source_url":"https://cdkn.org/sites/default/files/files/Asia-LEDS-Partnership-Case-Study-Thailand-Low-Carbon-City-Initiative-March-2013.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document describes Thailand's national strategy to transition toward a low carbon society through the \"Low Carbon City\" initiative. It outlines a nine-step systematic process developed by the Thailand Greenhouse Gas Management Organization (TGO) to help local governments inventory emissions, set targets, and implement mitigation measures. The case study focuses on Muangklang Municipality in Rayong province, which piloted this approach by implementing measures in buildings, transport, waste, agriculture, and urban spaces. Key findings emphasize that local leadership, stakeholder engagement, and the communication of tangible co-benefits—such as reduced waste disposal costs and increased food security—are critical for the success of low-emission development at the local level.","ai_generated":true,"unit":"cdkn-000362#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Thailand has established a national policy framework to support low carbon development, including the 11th National Economic and Social Development Plan (2012-2016) and the National Master Plan on Climate Change (2011-2050). These plans prioritize a \"paradigm shift to a green and low carbon society\" and include the creation of a carbon fund, a GHG registry, and a carbon market.","ai_generated":true,"unit":"cdkn-000362#insight-1","date_modified":"2026-10-23"},{"text":"The Thailand Greenhouse Gas Management Organization (TGO) developed a standardized nine-step process for localities to become low carbon cities. This process involves surveying activities, preparing GHG inventories, identifying and selecting mitigation technologies, projecting emissions under 'business as usual' (BAU) and mitigation scenarios, setting targets, and creating and implementing action plans.","ai_generated":true,"unit":"cdkn-000362#insight-2","date_modified":"2026-10-23"},{"text":"Muangklang Municipality in Rayong province served as a pilot for the Low Carbon City approach, establishing a 2010 GHG inventory across five sectors: commercial and residential buildings, transportation, industry, waste, and agriculture and forestry.","ai_generated":true,"unit":"cdkn-000362#insight-3","date_modified":"2026-10-23"},{"text":"Muangklang set voluntary GHG reduction targets to reduce per capita emissions by 100 kgCO2e annually (5 percent) within five years, and by 200 kgCO2e annually (10 percent) within 10 years.","ai_generated":true,"unit":"cdkn-000362#insight-4","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate change mitigation","greenhouse gas inventory","waste management","sustainable transport","energy efficiency","urban planning","agriculture"],"geography_discussed":["Rayong"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"iisd-001698","url":"https://climateinsightsdirectory.org/document/iisd-001698","title":"Incentives for Renewable Energy in Southeast Asia: Case study of Thailand","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"en","date_published":"2013-02","source_url":"https://www.iisd.org/system/files/publications/investment_incentives_thailand.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses Thailand's renewable energy incentives, highlighting the success of the ENCON fund and the 'adder' (feed-in premium) scheme, while identifying persistent barriers such as transmission constraints and high import duties on technology.","ai_generated":true,"unit":"iisd-001698#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Thailand's electricity generation is heavily dependent on fossil fuels, primarily natural gas, with renewable energy accounting for only 6.8 per cent (2,156.9 MW) of the total installed capacity of 31,773 MW in 2011.","ai_generated":true,"unit":"iisd-001698#insight-1","date_modified":"2026-10-23"},{"text":"The 'adder' or feed-in premium scheme, introduced in 2007, was viewed by stakeholders as the most attractive incentive because it allowed investors to estimate returns and reduce risk through payments on top of market electricity prices.","ai_generated":true,"unit":"iisd-001698#insight-2","date_modified":"2026-10-23"},{"text":"The Thai government temporarily suspended the purchase of solar energy under the adder program in 2010 due to over-subscription and high costs to consumers, leading to an investment vacuum in the solar sector.","ai_generated":true,"unit":"iisd-001698#insight-3","date_modified":"2026-10-23"},{"text":"The Energy Conservation (ENCON) fund serves as the primary source of public finance for renewable energy subsidies, providing investment grants, revolving funds, and ESCO funding.","ai_generated":true,"unit":"iisd-001698#insight-4","date_modified":"2026-10-23"},{"text":"The revolving fund, which provides low-interest loans (maximum 4 per cent) for up to seven years, has helped increase the confidence of commercial banks to invest their own capital in renewable energy projects.","ai_generated":true,"unit":"iisd-001698#insight-5","date_modified":"2026-10-23"},{"text":"High import duties on renewable energy equipment, such as a 35 per cent duty on solar panels and inverters, act as a barrier to deployment and increase generation costs.","ai_generated":true,"unit":"iisd-001698#insight-6","date_modified":"2026-10-23"},{"text":"Non-economic barriers significantly hinder investment, specifically the lack of published electricity transmission expansion plans and a slow, non-transparent permitting process involving multiple government departments.","ai_generated":true,"unit":"iisd-001698#insight-7","date_modified":"2026-10-23"},{"text":"Analysis using the Total Cost Indicator (TCI) suggests that biomass adders provide better value for money than solar PV adders, as solar power requires significantly higher premiums to achieve smaller increases in additional generation.","ai_generated":true,"unit":"iisd-001698#insight-8","date_modified":"2026-10-23"},{"text":"The Board of Investment (BOI) provides fiscal incentives including corporate income tax exemptions for up to eight years for the manufacture of solar cells and the generation of renewable energy.","ai_generated":true,"unit":"iisd-001698#insight-9","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","wind power","biomass","biogas","feed-in tariff","feed-in premium","climate finance","energy efficiency","electric power transmission","carbon credit","clean development mechanism"],"geography_discussed":["Laos"],"frame_perspective":[],"analysis_type":["case study","policy assessment","economic analysis"]},{"id":"sei-002650","url":"https://climateinsightsdirectory.org/document/sei-002650","title":"Book of Abstracts 13-14 February 2013, Stockholm SEI Science Forum 2013","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2013-02","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-ScienceForum2013-BookOfAbstracts.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The SEI Science Forum 2013 Book of Abstracts presents a diverse portfolio of research focusing on the water-energy-food nexus, climate change adaptation and mitigation, and sustainable governance. Key projects include the development of integrated modeling toolkits (WEAP and LEAP), assessments of climate vulnerability in cities like Quito and Cape Town, and evaluations of international climate finance mechanisms such as the Adaptation Fund. The research spans global scopes with specific case studies in regions including Southeast Asia, Latin America, Sub-Saharan Africa, and the Arctic, emphasizing the bridge between scientific research and policy implementation.","ai_generated":true,"unit":"sei-002650#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Research on the water-energy nexus in the Southeastern United States indicates that cooling water withdrawals for electricity generation can lead to thermal pollution, with stream water temperature increases becoming a critical issue during summer and low streamflow periods.","ai_generated":true,"unit":"sei-002650#insight-1","date_modified":"2026-10-23"},{"text":"In the metropolitan areas of La Paz and El Alto in Bolivia, WEAP simulations suggest that while current strategies may improve water supply in the short term, no strategy maintains reliability over 50 years due to the disappearance of glaciers after 25 years.","ai_generated":true,"unit":"sei-002650#insight-2","date_modified":"2026-10-23"},{"text":"An evaluation of the Adaptation Fund under the UNFCCC Kyoto Protocol found that there is no formal or transparent methodology for allocating funds between countries or sub-national projects, which undermines both equity and efficiency.","ai_generated":true,"unit":"sei-002650#insight-3","date_modified":"2026-10-23"},{"text":"Analysis of the Clean Development Mechanism (CDM) suggests that large-scale power supply projects may be non-additional and could potentially increase cumulative global greenhouse gas emissions by over a gigaton of CO2e through 2020.","ai_generated":true,"unit":"sei-002650#insight-4","date_modified":"2026-10-23"},{"text":"A study on the European Union's Common Agricultural Policy (CAP) argues that a fundamental shift in purpose is required to ensure long-term sustainability, specifically moving toward a core purpose of environmental protection and ecosystem resilience through payments for ecosystem services.","ai_generated":true,"unit":"sei-002650#insight-5","date_modified":"2026-10-23"},{"text":"Research into the steel industry's low-carbon transition indicates that while steel consumption may rise sharply initially, emissions can be offset by increased use of recycled scrap steel and by shifting the geographic location of production.","ai_generated":true,"unit":"sei-002650#insight-6","date_modified":"2026-10-23"},{"text":"In Bangalore, India, private groundwater pumping is the primary component of the groundwater balance, resulting in an overall groundwater overdraft of 130%.","ai_generated":true,"unit":"sei-002650#insight-7","date_modified":"2026-10-23"},{"text":"A study on chemical legislation and company relocation concluded that environmental legislation is generally not among the top factors influencing relocation decisions; instead, access to markets and feedstock are the most important factors.","ai_generated":true,"unit":"sei-002650#insight-8","date_modified":"2026-10-23"},{"text":"Research on the 'Livestock Revolution' in East Africa aims to develop an environmental assessment framework to ensure dairy intensification increases productivity while maintaining a minimum environmental footprint.","ai_generated":true,"unit":"sei-002650#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","greenhouse gas emissions","clean development mechanism","Adaptation Fund","planetary boundary","energy transition","biodiversity loss","sea level rise","ecosystem service","sustainable agriculture","bioenergy","carbon emission trading","climate finance","climate justice","disaster risk reduction"],"geography_discussed":["United States","Peru","Bolivia","Niger","Sweden","Germany","Thailand","United Kingdom","Cambodia","Kenya","Bangladesh","Brazil","Tanzania","Congo Basin","People's Republic of China","Sierra Leone","India","Arctic","South Africa","Asia","European Union"],"frame_perspective":[],"analysis_type":["modeling","case study","policy analysis","socio-economic analysis"]},{"id":"iisd-002871","url":"https://climateinsightsdirectory.org/document/iisd-002871","title":"A Guidebook to Fossil-Fuel Subsidy Reform for policy-makers in Southeast Asia","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2013","source_url":"https://www.iisd.org/gsi/sites/default/files/ffs_guidebook.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The guidebook outlines a holistic approach to fossil-fuel subsidy reform in Southeast Asia, emphasizing a gradual transition to market-based pricing. It details methods for projecting economic and social impacts, designing mitigation measures such as targeted cash transfers, and building political support through internal coordination and external communication. The guide highlights that while subsidies are often intended to protect the poor, they frequently benefit wealthier populations and create fiscal burdens and environmental damage.","ai_generated":true,"unit":"iisd-002871#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fossil-fuel subsidies in Southeast Asia are often inefficient welfare tools that disproportionately benefit high-income groups. For example, in Indonesia, the richest half of households were estimated to consume 84 per cent of subsidized gasoline, while the poorest 10 per cent accounted for less than 1 per cent.","ai_generated":true,"unit":"iisd-002871#insight-1","date_modified":"2026-10-23"},{"text":"The GSI recommends a gradual approach to subsidy reform where possible, as it allows strategies to be adapted based on the outcomes of successive price increases and reduces the risk of large economic shocks. However, a 'big bang' approach may be necessary for countries with extreme budget deficits or intractable political opposition.","ai_generated":true,"unit":"iisd-002871#insight-2","date_modified":"2026-10-23"},{"text":"Effective fossil-fuel pricing consists of two primary components: establishing market-based prices and creating a competitive, efficient energy market. A good pricing mechanism should involve no subsidies, be fully transparent, be well enforced, and automatically reflect international price fluctuations.","ai_generated":true,"unit":"iisd-002871#insight-3","date_modified":"2026-10-23"},{"text":"Formula-based automatic pricing mechanisms are recommended as a useful bridge toward full market-based pricing, as they introduce transparency and accustom market participants to the idea that market forces, rather than government, determine prices.","ai_generated":true,"unit":"iisd-002871#insight-4","date_modified":"2026-10-23"},{"text":"Subsidy reform can lead to significant positive outcomes, including reduced government expenditure, improved trade balances, and decreased greenhouse gas emissions. Phasing out consumption subsidies globally between 2011 and 2020 could potentially cut carbon dioxide emissions by 5.8 per cent.","ai_generated":true,"unit":"iisd-002871#insight-5","date_modified":"2026-10-23"},{"text":"To manage the negative impacts of reform, the GSI suggests a mix of quantitative and qualitative assessments. Quantitative methods include simple analysis based on economic databases (like PSIAs), Computable General Equilibrium (CGE) models, and energy sector models.","ai_generated":true,"unit":"iisd-002871#insight-6","date_modified":"2026-10-23"},{"text":"Mitigation measures for subsidy reform fall into three categories: the implementation strategy (e.g., gradual phase-out), responses to impacts (e.g., targeted social assistance), and efforts to counteract price rises (e.g., improving distribution efficiency).","ai_generated":true,"unit":"iisd-002871#insight-7","date_modified":"2026-10-23"},{"text":"Cash transfers are identified as a more efficient alternative to broad-based subsidies for providing welfare assistance to low-income households, as they can be targeted to those most in need and avoid wasting resources on wealthier strata.","ai_generated":true,"unit":"iisd-002871#insight-8","date_modified":"2026-10-23"},{"text":"Building political support requires a 'whole-of-government' approach, involving internal coordination across ministries and agencies to ensure the government speaks with one voice.","ai_generated":true,"unit":"iisd-002871#insight-9","date_modified":"2026-10-23"},{"text":"Effective communication strategies should use simple, varied messages targeted at specific groups, framing reform not as a goal in itself but as a means to achieve tangible social and economic improvements.","ai_generated":true,"unit":"iisd-002871#insight-10","date_modified":"2026-10-23"},{"text":"The Philippines is cited as a successful example of moving toward market-based pricing, having abolished its Oil Price Stabilization Fund (OPSF) and automatic pricing mechanisms in 1998 in favor of full deregulation.","ai_generated":true,"unit":"iisd-002871#insight-11","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","energy transition","climate finance","greenhouse gas emissions","energy efficiency","social protection","energy security","renewable energy"],"geography_discussed":["Indonesia","Malaysia","Philippines","Thailand","Vietnam","People's Republic of China","Nigeria","Ghana","Iran","South Africa","France","Nepal","Ethiopia","Mexico","Senegal","Russia"],"frame_perspective":[],"analysis_type":["policy guide","strategic framework"]},{"id":"sei-001627","url":"https://climateinsightsdirectory.org/document/sei-001627","title":"Building Knowledge to Support Adaptation: Lessons from the Regional Climate Change Adaptation Knowledge Platform for Asia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2013","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-AKP-PB-2013-Knowledge-adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies a significant gap between climate research and practical application in Asia, noting that while national-level knowledge exists in some countries, sub-national and local levels suffer from severe data and capacity deficits. It highlights systemic barriers such as language, technical framing of research, and the underrepresentation of local traditional knowledge. The brief argues for a collaborative approach that integrates capacity-building with research, utilizes scenario-based analysis to manage uncertainty, and prioritizes the translation of technical data into local languages and simplified formats to support practitioners and policy-makers.","ai_generated":true,"unit":"sei-001627#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"National-level knowledge regarding climate change impacts and adaptation measures is inconsistent across Asia; countries like Bangladesh and the Philippines have established significant knowledge bases, whereas others have very little.","ai_generated":true,"unit":"sei-001627#insight-1","date_modified":"2026-10-23"},{"text":"Knowledge at sub-national and local levels is severely limited due to both systemic failures—such as inadequate training and dissemination—and a genuine lack of primary data, including hydrological models, meteorological records, and downscaled climate models.","ai_generated":true,"unit":"sei-001627#insight-2","date_modified":"2026-10-23"},{"text":"Language and technical framing act as major barriers to adaptation; most research is published in English, which is often inaccessible to national agencies and practitioners, and the technical nature of the research frequently fails to answer the practical questions of policy-makers.","ai_generated":true,"unit":"sei-001627#insight-3","date_modified":"2026-10-23"},{"text":"Local and traditional knowledge are essential for resilience but are currently underrepresented in national adaptation knowledge bases; the document suggests using participatory processes to bridge this gap.","ai_generated":true,"unit":"sei-001627#insight-4","date_modified":"2026-10-23"},{"text":"Climate uncertainty often paralyzes decision-making because officials prefer firm knowledge over the wide ranges provided by projections. Tools like scenario-based analysis and reframing goals toward 'safe to fail' strategies can help move action forward.","ai_generated":true,"unit":"sei-001627#insight-5","date_modified":"2026-10-23"},{"text":"In Laos, adaptation knowledge is fragmented, with significant progress at the local level via NGOs in agriculture, but critical gaps remain at the national level regarding water resources, meteorological data for disaster risk reduction, and public health data.","ai_generated":true,"unit":"sei-001627#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","capacity building","hydrological model","traditional knowledge","disaster risk reduction","public health","water management"],"geography_discussed":["Philippines","Bangladesh","People's Republic of China","Ningxia","Guizhou","Malaysia","Thailand","Cambodia","Laos","Indonesia","Bali"],"frame_perspective":[],"analysis_type":["policy assessment","gap analysis"]},{"id":"sei-001628","url":"https://climateinsightsdirectory.org/document/sei-001628","title":"Building and sharing knowledge for adaptation: Lessons from the Regional Climate Change Adaptation Knowledge Platform for Asia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2013","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-AKP-PB-2013-Lessons-from-AKP-experience.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Regional Climate Change Adaptation Knowledge Platform for Asia (AKP) operated from 2009 to 2012 to build adaptation capacity and knowledge across Asia. The project utilized a three-tiered approach involving knowledge sharing, research, and pilot projects across 13 countries. While successful in creating a diverse network of local experts and producing over 50 knowledge products, the initiative struggled with high staff turnover and a lack of consistent leadership. A primary barrier to impact was the reliance on English-language publications, which limited reach among local stakeholders. The document argues that linear project planning is insufficient for measuring social learning and adaptive capacity, calling for more complex evaluation frameworks.","ai_generated":true,"unit":"sei-001628#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"AKP successfully established a broad regional network by supporting research and pilot projects in 13 countries, including Bangladesh, Bhutan, Cambodia, China, Indonesia, Laos, Malaysia, Nepal, the Philippines, Sri Lanka, Thailand, and Vietnam, with additional analysis in Myanmar.","ai_generated":true,"unit":"sei-001628#insight-1","date_modified":"2026-10-23"},{"text":"The project produced over 50 knowledge products, including journal articles, policy briefs, and toolkits, and established the Asia-Pacific Climate Change Adaptation Forums in 2010 and 2012 to facilitate regional expert gathering.","ai_generated":true,"unit":"sei-001628#insight-2","date_modified":"2026-10-23"},{"text":"A significant weakness of the program was the lack of consistent leadership and coordination caused by high staff turnover, which led to compromised quality and timeliness in some sub-projects.","ai_generated":true,"unit":"sei-001628#insight-3","date_modified":"2026-10-23"},{"text":"The impact of AKP's research was limited by a language barrier, as most outputs were published in English rather than national or local languages, hindering dissemination to target audiences.","ai_generated":true,"unit":"sei-001628#insight-4","date_modified":"2026-10-23"},{"text":"Mainstreaming adaptation into development plans is hindered by sectoral isolation, limited coordination across government levels, and power imbalances that exclude vulnerable groups such as women and the poor.","ai_generated":true,"unit":"sei-001628#insight-5","date_modified":"2026-10-23"},{"text":"Standard linear project planning frameworks are inadequate for measuring the long-term impacts of adaptation, such as social learning and increased adaptive capacities.","ai_generated":true,"unit":"sei-001628#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","capacity building","Integrated Water Resources Management","Reducing emissions from deforestation and forest degradation","adaptive capacity"],"geography_discussed":["Bangladesh","Bhutan","Cambodia","People's Republic of China","Indonesia","Laos","Malaysia","Myanmar","Nepal","Philippines","Sri Lanka","Thailand","Vietnam"],"frame_perspective":[],"analysis_type":["program evaluation","policy analysis"]},{"id":"sei-001630","url":"https://climateinsightsdirectory.org/document/sei-001630","title":"Mainstreaming Adaptation into Development Plans: Lessons from the Regional Climate Change Adaptation Knowledge Platform for Asia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2013","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-AKP-PB-2013-Mainstreaming-adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that 'mainstreaming' adaptation—integrating it into existing policies and plans—is the most effective way to scale up resilience in the Asia and Pacific region. It describes mainstreaming as an iterative, multi-year process that must occur across national, sectoral, and sub-national levels to avoid policy conflicts and ensure efficient resource use. Key entry points identified include poverty reduction strategy papers, national development plans, and sectoral strategies for water and disaster risk reduction. The brief emphasizes that successful integration requires extensive stakeholder engagement, including vulnerable populations, and the translation of climate data into scaled-down, usable information for local planners.","ai_generated":true,"unit":"sei-001630#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mainstreaming adaptation involves integrating it into existing policies, practices, and plans rather than treating it as a separate issue. This approach is intended to increase the efficiency of scarce resources, raise the profile of adaptation, and identify synergies between development and adaptation goals.","ai_generated":true,"unit":"sei-001630#insight-1","date_modified":"2026-10-23"},{"text":"The process of mainstreaming is iterative and typically takes several years. It progresses from raising general awareness and gathering sector-specific climate information to capacity-building for policy-makers, testing new strategies, and eventually incorporating adaptation into \"business as usual.\"","ai_generated":true,"unit":"sei-001630#insight-2","date_modified":"2026-10-23"},{"text":"Effective mainstreaming must occur across multiple governance levels, including national, sectoral, and sub-national (from provinces to villages), and may extend to international levels for trans-boundary resources.","ai_generated":true,"unit":"sei-001630#insight-3","date_modified":"2026-10-23"},{"text":"Promising entry points for national-level integration include five- and ten-year development plans, disaster risk reduction strategies, water resource strategies, conservation strategies, and poverty reduction strategy papers.","ai_generated":true,"unit":"sei-001630#insight-4","date_modified":"2026-10-23"},{"text":"Local-level mainstreaming is essential for tailoring adaptation to specific conditions and engaging vulnerable populations, but it is often hindered by centralized government structures and a lack of scaled-down, area-specific climate projections.","ai_generated":true,"unit":"sei-001630#insight-5","date_modified":"2026-10-23"},{"text":"Inclusive stakeholder participation is critical for the legitimacy and design of adaptation measures. This requires a participatory approach between experts and practitioners, as well as pushing existing planning boundaries to include marginalized and vulnerable groups.","ai_generated":true,"unit":"sei-001630#insight-6","date_modified":"2026-10-23"},{"text":"A significant barrier to mainstreaming is the conflict between long-term adaptation benefits and short-term economic or poverty reduction priorities, which often leads governments to prioritize immediate gains over climate robustness.","ai_generated":true,"unit":"sei-001630#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","mainstreaming","development planning","poverty reduction","disaster risk reduction","water management","capacity building","Climate risk assessment"],"geography_discussed":["Thailand","Vietnam","Bhutan","Nepal","India","Maharsashtra","Andhra Pradesh","Bình Định","Bangkok","Lao-oi","Cambodia","Indonesia"],"frame_perspective":[],"analysis_type":["policy analysis","case study review"]},{"id":"sei-002504","url":"https://climateinsightsdirectory.org/document/sei-002504","title":"Broadening Horizons: Business Engagement with Climate Change in 2007 and Today","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2013","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-3C-PR-2013-Business-Climate-Broadening-Horizons.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while public attention to climate change waned after 2009, businesses have increasingly internalized climate concerns, shifting from a focus on mitigation to a broader approach encompassing adaptation and business resilience. Cost savings remain the primary driver for action, though investor pressure and consumer preferences are rising. The document highlights that physical climate risks are becoming real-world impacts, as evidenced by the 2011 Bangkok floods and 2012 U.S. weather extremes. Furthermore, businesses are expanding their focus to include water scarcity and biodiversity loss as critical risks to operational resilience.","ai_generated":true,"unit":"sei-002504#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Despite a decline in general public and media attention to climate change after the 2009 Copenhagen COP, businesses have increasingly internalized the issue. Survey data indicates that 33% of respondents consider climate change more important now than in 2007, and 47% view it as equally important.","ai_generated":true,"unit":"sei-002504#insight-1","date_modified":"2026-10-23"},{"text":"Cost reduction is the most powerful driver for corporate climate action, and its importance increased between 2007 and 2012. However, the report notes that companies driven primarily by economic factors may do less overall to curb emissions compared to those motivated by new revenue opportunities or customer preferences.","ai_generated":true,"unit":"sei-002504#insight-2","date_modified":"2026-10-23"},{"text":"Investor pressure is an increasing driver of business action, exemplified by the Carbon Disclosure Project (CDP), which represents 655 investors with $78 billion USD in assets. Regulatory requirements, such as the UK's Climate Change Act 2008 and U.S. SEC guidance from 2010, have further pushed companies to disclose material climate risks.","ai_generated":true,"unit":"sei-002504#insight-3","date_modified":"2026-10-23"},{"text":"Regulatory uncertainty and the lack of clear policy frameworks act as significant barriers to investment in emissions reductions. Some businesses report that the low price of permits in the EU Emissions Trading System (EU ETS) has reduced its effectiveness as an incentive for mitigation.","ai_generated":true,"unit":"sei-002504#insight-4","date_modified":"2026-10-23"},{"text":"Corporate activities have shifted toward supply chain management, with a significant increase in companies asking their suppliers to reduce emissions. In 2007, only four surveyed companies did this, increasing to 10 by 2012, with 17 intending to do so in the future.","ai_generated":true,"unit":"sei-002504#insight-5","date_modified":"2026-10-23"},{"text":"Business perspectives are shifting from a primary focus on mitigation to a more balanced approach that includes adaptation and 'business resilience'. This is driven by the realization that physical climate risks are current concerns; 37% of Global 500 companies now view physical risks as a current rather than future concern.","ai_generated":true,"unit":"sei-002504#insight-6","date_modified":"2026-10-23"},{"text":"Extreme weather events have provided concrete evidence of business vulnerability. The 2011 Bangkok floods caused an estimated $46 billion USD in total economic losses, with the manufacturing sector losing roughly $32 billion USD, disrupting global supply chains for electronics and automobiles.","ai_generated":true,"unit":"sei-002504#insight-7","date_modified":"2026-10-23"},{"text":"The U.S. experienced severe climate-related economic shocks in 2012, including a drought affecting 80% of agricultural land and Hurricane Sandy, which caused $25 billion USD in insured losses. In total, the U.S. accounted for 67% of the $160 billion USD in global natural disaster-related losses for 2012.","ai_generated":true,"unit":"sei-002504#insight-8","date_modified":"2026-10-23"},{"text":"Businesses are increasingly recognizing non-climate environmental issues as critical risks. Water scarcity is identified as a major growing risk, with global freshwater demand expected to exceed supply by 40% by 2030. Awareness of biodiversity loss as a business risk has also increased significantly.","ai_generated":true,"unit":"sei-002504#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","climate change adaptation","greenhouse gas emissions","European Union Emission Trading Scheme 1","water scarcity","biodiversity loss","climate finance","low-carbon economy"],"geography_discussed":["United States","Thailand","European Union","United Kingdom","Bangkok"],"frame_perspective":[],"analysis_type":["comparative analysis","case study","survey"]},{"id":"sei-002567","url":"https://climateinsightsdirectory.org/document/sei-002567","title":"Linking Investment Decisions with Disaster Risk Reduction in Water Sanitation and Hygiene (WASH): The Role of the Public and Private Sectors, Potentials for Partnership and Social Learning","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2013","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-Paper-UNISDR-LinkingInvestmentDecisionsWithDisasterRiskReductionInWaterSanitationAndHygiene-2013.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines the intersection of WASH investments and disaster risk reduction, arguing that disconnected public and private investments often increase vulnerability, particularly in poor urban areas. It identifies four critical building blocks for resilience: access, siting, mitigation/adaptation, and sharing. The authors argue that social learning—the process of sharing knowledge across stakeholders—is essential to trigger strategic innovation and effective PPPs. The document highlights how structural flood protections can paradoxically increase risk and advocates for 'green infrastructure' and ecosystem-based assessments to ensure long-term sustainability.","ai_generated":true,"unit":"sei-002567#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Disconnected investments in WASH services often exacerbate vulnerabilities for poor urban communities, whereas appropriate investments can build resilience and reduce disaster risk.","ai_generated":true,"unit":"sei-002567#insight-1","date_modified":"2026-10-23"},{"text":"Private sector participation in WASH is hindered by a lack of trust, misconceptions about the ability of the urban poor to pay for services, and a risk-averse approach that favors wealthy clients.","ai_generated":true,"unit":"sei-002567#insight-2","date_modified":"2026-10-23"},{"text":"Many urban sanitation efforts fail because they use a 'one size fits all' approach that ignores local environmental risks, such as high water tables in flood-prone areas which cause septic tanks and pit latrines to leak and contaminate water.","ai_generated":true,"unit":"sei-002567#insight-3","date_modified":"2026-10-23"},{"text":"Structural flood mitigation measures, such as levees and embankments, can create a false sense of security and may actually increase vulnerability by destroying protective 'green infrastructure' like wetlands.","ai_generated":true,"unit":"sei-002567#insight-4","date_modified":"2026-10-23"},{"text":"Corruption in public investment often drives a preference for large-scale structural projects over community-managed or green solutions because capital-intensive projects provide more opportunities for bribes and 'commissions'.","ai_generated":true,"unit":"sei-002567#insight-5","date_modified":"2026-10-23"},{"text":"Insurance penetration is extremely low in developing countries, leaving governments reliant on humanitarian aid; however, risk-pooling facilities like the Caribbean Catastrophe Risk Insurance Facility (CCRIF) provide a model for short-term liquidity.","ai_generated":true,"unit":"sei-002567#insight-6","date_modified":"2026-10-23"},{"text":"Ecosystem assessments can demonstrate that preserving natural assets is more cost-effective than building artificial infrastructure, as seen in Kampala, Uganda, where the Nakivubo Swamps provide wastewater treatment services that would otherwise cost the city US$2 million annually.","ai_generated":true,"unit":"sei-002567#insight-7","date_modified":"2026-10-23"},{"text":"To improve WASH resilience, the authors recommend a 'phasing-in' approach to PPPs, starting with short-term contracts to build trust before moving to long-term concessions.","ai_generated":true,"unit":"sei-002567#insight-8","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","public–private partnership","urban resilience","green infrastructure","ecosystem service","climate change adaptation","climate finance","flood management","urban planning"],"geography_discussed":["Mozambique","India","Bangladesh","United States","People's Republic of China","Thailand","Uganda","South Korea","Haiti","Chile","Netherlands","Belgium","South Africa","Brazil","Philippines","Nicaragua","Cambodia","Sweden","Germany"],"frame_perspective":[],"analysis_type":["literature review","conceptual framework"]},{"id":"sei-002598","url":"https://climateinsightsdirectory.org/document/sei-002598","title":"2013 Global Ageing and Environmental Change Attitudes, Risks and Opportunities","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2013","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-ProjectReport-Haq-GlobalAgeingAndEnvironmentalChange-2013.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the intersection of global demographic ageing and environmental change, highlighting that by 2050, people aged 55-plus will comprise nearly a quarter of the global population. It categorizes older people as 'contributors' (through consumption patterns), 'casualties' (due to increased vulnerability to natural disasters and pollution), and 'champions' (as a reservoir of knowledge and volunteers). A web-based survey of 1,028 individuals from Australia, Canada, the UK, USA, and Sweden reveals high levels of environmental concern and a willingness to take action, though respondents often underestimate the direct impacts of climate change on their own health and security. The document argues for 'age-proofed' policies that reduce environmental footprints, protect vulnerable seniors, and mobilize their experience for disaster risk reduction.","ai_generated":true,"unit":"sei-002598#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"By 2050, the global population of people aged 55 and over is projected to increase significantly, representing nearly 25% of the total population, with a substantial portion of this growth occurring in developing countries.","ai_generated":true,"unit":"sei-002598#insight-1","date_modified":"2026-10-23"},{"text":"Older people are highly vulnerable to environmental shocks and pollution; for example, in the 2011 Great East Japan Earthquake and tsunami, an estimated 64% of total deaths were among older people.","ai_generated":true,"unit":"sei-002598#insight-2","date_modified":"2026-10-23"},{"text":"The 'baby boomer' generation (born 1946-1964) in developed nations like the UK, USA, Canada, Australia, and Sweden is associated with high carbon footprints due to lifestyles involving high car dependency and international air travel.","ai_generated":true,"unit":"sei-002598#insight-3","date_modified":"2026-10-23"},{"text":"A survey of 1,028 older adults across five developed countries showed that over 50% identified climate change as the most important national/global environmental issue, and 43% believe environmental problems will have gotten 'a lot worse' by 2050.","ai_generated":true,"unit":"sei-002598#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant gap in older people's understanding of climate change; over 40% of survey respondents incorrectly identified the hole in the ozone layer as a likely consequence of climate change.","ai_generated":true,"unit":"sei-002598#insight-5","date_modified":"2026-10-23"},{"text":"Survey respondents generally underestimate the personal risks of climate change, with only 13% being 'very much' concerned about impacts on safety and security and 14% on health.","ai_generated":true,"unit":"sei-002598#insight-6","date_modified":"2026-10-23"},{"text":"A majority of older adults (85%) agree that knowing their personal ecological or carbon footprint would motivate them to make choices to reduce their environmental impact.","ai_generated":true,"unit":"sei-002598#insight-7","date_modified":"2026-10-23"},{"text":"Older people are viewed as a potential resource for environmental protection, with 80% of survey respondents suggesting they can contribute through changes in personal behaviour and 67% through lobbying government.","ai_generated":true,"unit":"sei-002598#insight-8","date_modified":"2026-10-23"},{"text":"The primary barriers preventing older people from taking environmental action are a lack of government support or incentives, as well as a lack of access to information and guidance.","ai_generated":true,"unit":"sei-002598#insight-9","date_modified":"2026-10-23"},{"text":"In developing countries, the vulnerability of older people is exacerbated by a lack of basic infrastructure, such as clean water and sanitation, combined with poverty and malnutrition.","ai_generated":true,"unit":"sei-002598#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change","carbon footprint","disaster risk reduction","sustainable development","air pollution","water security","biodiversity loss"],"geography_discussed":["Australia","Canada","United Kingdom","United States","Sweden","France","Japan","Brazil","People's Republic of China","Thailand"],"frame_perspective":[],"analysis_type":["attitudinal survey","literature review","policy assessment"]},{"id":"iisd-001095","url":"https://climateinsightsdirectory.org/document/iisd-001095","title":"Registration and Approval Requirements in Investment Treaties","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2012-12","source_url":"https://www.iisd.org/system/files/publications/best_practices_registration_requirements.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines how States use registration and approval requirements in investment treaties to control which investments are eligible for protection and international arbitration. It analyzes treaty practices in Southeast Asia and Africa, reviews key arbitral awards, and provides drafting recommendations to ensure these requirements are legally effective and not dismissed as mere formalities.","ai_generated":true,"unit":"iisd-001095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"States use registration or approval requirements to limit the scope of investment treaties, which determines which investors can initiate international arbitration against host States. These requirements often stem from planned economic models used by developing countries in the 1960s and 1970s.","ai_generated":true,"unit":"iisd-001095#insight-1","date_modified":"2026-10-23"},{"text":"The 2009 ASEAN Comprehensive Investment Agreement (ACIA) links approval requirements to domestic law and establishes specific procedural disciplines, such as requiring the competent authority to notify applicants of a denial in writing within 4 months of a complete application.","ai_generated":true,"unit":"iisd-001095#insight-2","date_modified":"2026-10-23"},{"text":"The COMESA Investment Agreement employs a registration system independent of domestic law, requiring investments to be specifically registered with a pre-determined Member State authority listed in an Annex.","ai_generated":true,"unit":"iisd-001095#insight-3","date_modified":"2026-10-23"},{"text":"Arbitral tribunals have recognized that approval requirements are legitimate policy tools for States to exercise qualitative control over promoted and protected investments.","ai_generated":true,"unit":"iisd-001095#insight-4","date_modified":"2026-10-23"},{"text":"Case law demonstrates that failure to meet registration requirements can lead to a claim being denied on jurisdictional grounds, as seen in Yaung Chi Oo v. Myanmar and Philippe Gruslin v. Malaysia, where investments were not classified as 'approved projects'.","ai_generated":true,"unit":"iisd-001095#insight-5","date_modified":"2026-10-23"},{"text":"The Desert Line Projects LLC v. The Republic of Yemen case highlights that vague references to a 'certificate' without specified processes may be insufficient to block jurisdiction, especially if the State's conduct suggests a waiver of the requirement.","ai_generated":true,"unit":"iisd-001095#insight-6","date_modified":"2026-10-23"},{"text":"To ensure registration clauses are effective, the report recommends that States explicitly state that approval is a precondition for coverage and ensure that notification processes are clear, transparent, and burden-free.","ai_generated":true,"unit":"iisd-001095#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Southeast Asia","Singapore","Thailand","Egypt","South Korea","Malaysia","Indonesia","Belgium","Denmark","Vietnam","Myanmar","Africa","Yemen","Oman"],"frame_perspective":[],"analysis_type":["legal analysis","policy recommendation"]},{"id":"iisd-001096","url":"https://climateinsightsdirectory.org/document/iisd-001096","title":"Les critères d’enregistrement et d’approbation dans les traités d’investissement","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"fr","date_published":"2012-12","source_url":"https://www.iisd.org/system/files/publications/best_practices_registration_requirements_fr.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The guide examines how states use 'registration' or 'approval' requirements in investment treaties to restrict which investments are eligible for protection and arbitration. It analyzes treaty examples from ASEAN and COMESA, as well as arbitral awards (Yaung Chi Oo, Gruslin, and Desert Line), to demonstrate that while these criteria are legitimate strategic tools for quality control, their effectiveness depends on precise drafting and clear procedural frameworks. The document recommends that states explicitly state these requirements as indispensable conditions and provide transparent, detailed procedures for compliance.","ai_generated":true,"unit":"iisd-001096#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"States use registration and approval criteria as strategic tools to exercise qualitative control over the types of investments they encourage and protect, which in turn limits their exposure to international arbitration.","ai_generated":true,"unit":"iisd-001096#insight-1","date_modified":"2026-10-23"},{"text":"The 2009 ASEAN Comprehensive Investment Agreement (ACIA) links approval requirements to national laws and policies, providing a structured process where member states must communicate competent authority contacts and provide written notifications of approval or refusal within specific timeframes (one month for incomplete applications and four months for complete ones).","ai_generated":true,"unit":"iisd-001096#insight-2","date_modified":"2026-10-23"},{"text":"The COMESA Investment Agreement establishes a registration system independent of national law, requiring investments to be specifically registered with a predetermined authority; however, the document notes that as of January 2013, the necessary list of national contact points (Annex B) remained incomplete.","ai_generated":true,"unit":"iisd-001096#insight-3","date_modified":"2026-10-23"},{"text":"Arbitral tribunals have upheld the validity of registration requirements to decline jurisdiction, as seen in the Yaung Chi Oo and Gruslin cases, where the lack of specific written approval or the failure to meet the definition of an 'approved project' prevented the investments from being protected.","ai_generated":true,"unit":"iisd-001096#insight-4","date_modified":"2026-10-23"},{"text":"The Desert Line Projects LLC v. Yemen case demonstrates that vague references to a 'certificate' without a defined process or issuing authority may be insufficient to block a claim, especially if the state's conduct suggests a waiver of the requirement.","ai_generated":true,"unit":"iisd-001096#insight-5","date_modified":"2026-10-23"},{"text":"To ensure registration criteria are effective, states should clearly specify in the treaty that such requirements are indispensable conditions for coverage and ensure that the associated procedures are transparent, clear, and detailed.","ai_generated":true,"unit":"iisd-001096#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Southeast Asia","Singapore","Thailand","United Kingdom","Egypt","Malaysia","Indonesia","Belgium","Denmark","Vietnam","Myanmar","Yemen","Oman","Luxembourg"],"frame_perspective":[],"analysis_type":["legal analysis","policy guide"]},{"id":"iisd-001713","url":"https://climateinsightsdirectory.org/document/iisd-001713","title":"Investment Incentives for Renewable Energy in Southeast Asia: Case study of Viet Nam","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"en","date_published":"2012-12","source_url":"https://www.iisd.org/system/files/publications/investments_incentives_viet_nam.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines Viet Nam's investment incentive framework for renewable energy, analyzing financial, fiscal, and market-based supports. While the government has established a policy framework including tax exemptions and price subsidies, stakeholder interviews suggest these incentives have a limited effect on investment decisions due to low electricity off-take prices, regulatory opacity, and a lack of trust in government guarantees. The study highlights a contrast between the modest success of small hydropower and the struggles of wind and biogas projects to achieve financial viability.","ai_generated":true,"unit":"iisd-001713#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Investment incentives in Viet Nam are generally perceived by stakeholders as having a limited impact on the decision to invest in renewable energy projects.","ai_generated":true,"unit":"iisd-001713#insight-1","date_modified":"2026-10-23"},{"text":"Low electricity off-take prices are a primary barrier to investment, as the rates paid by Vietnam Electricity (EVN) often fall below the actual cost of production for wind and solar PV.","ai_generated":true,"unit":"iisd-001713#insight-2","date_modified":"2026-10-23"},{"text":"Small-scale hydropower has benefited more than other renewables from the Avoided Cost Tariff and the Clean Development Mechanism (CDM), with CDM projects being dominated by small hydro.","ai_generated":true,"unit":"iisd-001713#insight-3","date_modified":"2026-10-23"},{"text":"Wind power projects receive a specific price subsidy of US$0.01 per kWh (VND 207/kWh) from the state budget via the Environment Protection Fund, but this is often insufficient for investors to break even.","ai_generated":true,"unit":"iisd-001713#insight-4","date_modified":"2026-10-23"},{"text":"Biogas projects have faced significant challenges, including cancellations by foreign investors due to uncompetitive electricity prices offered by EVN.","ai_generated":true,"unit":"iisd-001713#insight-5","date_modified":"2026-10-23"},{"text":"The legal and administrative framework for incentives is described as opaque, contradictory, and burdened by red tape, which increases transaction costs for developers.","ai_generated":true,"unit":"iisd-001713#insight-6","date_modified":"2026-10-23"},{"text":"Foreign investors express concern over the reliability of government guarantees and the stability of macroeconomic policies, such as inflation and currency devaluation.","ai_generated":true,"unit":"iisd-001713#insight-7","date_modified":"2026-10-23"},{"text":"Viet Nam provides a range of fiscal incentives for renewable energy, including a corporate income tax rate of 10% for 15 years for new enterprises and exemptions from import taxes on equipment for the first four years of operation.","ai_generated":true,"unit":"iisd-001713#insight-8","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","small hydro","wind power","photovoltaics","biogas","biomass","climate finance","feed-in tariff","clean development mechanism","power purchase agreement","energy transition"],"geography_discussed":["Thailand","Philippines","Cambodia","Ho Chi Minh City"],"frame_perspective":[],"analysis_type":["case study","policy assessment","stakeholder analysis"]},{"id":"iisd-002085","url":"https://climateinsightsdirectory.org/document/iisd-002085","title":"Services Trade Liberalization and Food Security: Exploring the links in the Association of Southeast Asian Nations (ASEAN)","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2012-12","source_url":"https://www.iisd.org/system/files/publications/services_trade_liberalization_asean.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document explores the nexus between services trade liberalization and food security in ASEAN, focusing specifically on financial and logistics services. It argues that while liberalization alone is insufficient to overcome structural barriers—such as the reluctance of banks to lend to smallholder farmers or poor infrastructure in least-developed member states—strategic reforms in these sectors could reduce food costs, improve supply chain efficiency, and enhance rural financial access. The authors highlight a correlation between poor logistics infrastructure and high food insecurity in countries like Indonesia, Cambodia, and the Philippines, and suggest that food security should be more prominently integrated into regional logistics and financial policy debates.","ai_generated":true,"unit":"iisd-002085#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nearly 80 million people within ASEAN's population of 550 million are considered food insecure, with Cambodia, Indonesia, Lao PDR, the Philippines, and Timor Leste identified as Low-Income Food-Deficit countries in 2011.","ai_generated":true,"unit":"iisd-002085#insight-1","date_modified":"2026-10-23"},{"text":"Financial sector liberalization has not significantly improved credit access for the rural poor because foreign banks typically focus on large firms and high net-worth individuals, and smallholder farmers are often not viewed as 'bankable'.","ai_generated":true,"unit":"iisd-002085#insight-2","date_modified":"2026-10-23"},{"text":"Foreign banks in ASEAN face operational restrictions that limit their reach; for example, in Thailand, while three branches are technically allowed, in practice, no foreign bank has been granted approval for more than one.","ai_generated":true,"unit":"iisd-002085#insight-3","date_modified":"2026-10-23"},{"text":"There is a correlation between poor logistics friendliness and food insecurity; countries with 'D' or 'C' ratings in logistics friendliness, such as Indonesia, Cambodia, Lao PDR, the Philippines, and Vietnam, also face major food deficit problems.","ai_generated":true,"unit":"iisd-002085#insight-4","date_modified":"2026-10-23"},{"text":"Poor logistics infrastructure in Indonesia leads to significant food price differentials between provinces; consumers in remote areas like North Sulawesi and West Kalimantan pay higher prices for rice than the national average.","ai_generated":true,"unit":"iisd-002085#insight-5","date_modified":"2026-10-23"},{"text":"Regional food trade for rice and maize is hindered by port inefficiencies in exporting countries like Vietnam and importing countries like Indonesia and the Philippines, with port waiting times accounting for approximately 45% of the total transport time.","ai_generated":true,"unit":"iisd-002085#insight-6","date_modified":"2026-10-23"},{"text":"ASEAN has established regional mechanisms to address food security, including the ASEAN Integrated Food Security framework and the APT Emergency Rice Reserve (APTERR), which holds 787,000 tonnes of rice.","ai_generated":true,"unit":"iisd-002085#insight-7","date_modified":"2026-10-23"},{"text":"Logistics services quality varies drastically across the region, with Singapore ranked 1st in the 2012 World Bank Logistic Performance Index, while Myanmar ranked 129th.","ai_generated":true,"unit":"iisd-002085#insight-8","date_modified":"2026-10-23"}],"climate_tags":["food security","climate change","trade policy"],"geography_discussed":["Brunei","Cambodia","Indonesia","Laos","Malaysia","Myanmar","Philippines","Singapore","Thailand","Vietnam","Timor-Leste"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"iisd-002974","url":"https://climateinsightsdirectory.org/document/iisd-002974","title":"The Proliferation of Global Value Chains: Trade policy considerations for Indonesia","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2012-12","source_url":"https://www.iisd.org/system/files/publications/global_value_chains_indonesia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how Indonesia can optimize its role in global value chains (GVCs) to move toward higher value-adding activities. It identifies key internal governance factors, such as market diversification and standards compliance, and external factors, including labour market stability, connectivity, and contract enforceability. The author argues that GVC participation does not automatically lead to economic or social upgrading and requires a coherent strategy involving R&D, innovation systems, and the reduction of regulatory inconsistencies to ensure sustainable growth.","ai_generated":true,"unit":"iisd-002974#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Indonesia's participation in GVCs is significant, with intermediate goods making up more than 75% of its exports over the last two decades, although the import content of its exports (17.77%) is lower than that of peers like China, Thailand, and Vietnam.","ai_generated":true,"unit":"iisd-002974#insight-1","date_modified":"2026-10-23"},{"text":"The Government of Indonesia (GoI) has used export restrictions, such as a 20% tax on 65 types of raw materials in the mining sector, to stimulate domestic downstream industry, but these measures face challenges including unrealistic timeframes and legal disputes.","ai_generated":true,"unit":"iisd-002974#insight-2","date_modified":"2026-10-23"},{"text":"Market diversification is recommended to reduce vulnerability to demand shocks and broaden learning opportunities for domestic firms, as relying on a single buyer can limit the scope of upgrading.","ai_generated":true,"unit":"iisd-002974#insight-3","date_modified":"2026-10-23"},{"text":"Standards compliance is a critical entry requirement for GVCs; however, the costs of certification and training are often prohibitive for smallholders, necessitating government support for conformance infrastructure.","ai_generated":true,"unit":"iisd-002974#insight-4","date_modified":"2026-10-23"},{"text":"Indonesia's trade policy is characterized by a wide tariff overhang, with an average bound tariff of 37.5% compared to an applied tariff of 6.8%, but frequent ad hoc changes to applied tariffs create costly business uncertainties.","ai_generated":true,"unit":"iisd-002974#insight-5","date_modified":"2026-10-23"},{"text":"Labour market volatility, including frequent strikes and disputes over minimum wages and outsourcing, is a constraint to GVC competitiveness; the report suggests balancing business profits with worker welfare through productivity improvements.","ai_generated":true,"unit":"iisd-002974#insight-6","date_modified":"2026-10-23"},{"text":"Connectivity remains a major comparative disadvantage for Indonesia, with infrastructure quality ranked as the second lowest in Asia, affecting the timeliness of sourcing and delivering intermediate goods.","ai_generated":true,"unit":"iisd-002974#insight-7","date_modified":"2026-10-23"},{"text":"Contract enforceability is a significant weakness, with Indonesia ranking 144th out of 185 countries in 2011, which hinders the country's ability to move into knowledge-intensive GVC segments.","ai_generated":true,"unit":"iisd-002974#insight-8","date_modified":"2026-10-23"},{"text":"Economic upgrading (moving to higher value-added activities) does not automatically result in social upgrading and may marginalize low-skilled workers as production becomes more capital and skill-intensive.","ai_generated":true,"unit":"iisd-002974#insight-9","date_modified":"2026-10-23"},{"text":"To achieve sustainable upgrading, Indonesia needs a stronger national innovation system, as R&D expenditure in 2009 was only 0.08% of GDP, far below the developing East Asia and Pacific average of 1.47%.","ai_generated":true,"unit":"iisd-002974#insight-10","date_modified":"2026-10-23"}],"climate_tags":["trade policy","industrial policy","infrastructure"],"geography_discussed":["People's Republic of China","India","Thailand","Vietnam","Japan","South Korea","United States","Singapore","Malaysia","ASEAN"],"frame_perspective":[],"analysis_type":["policy assessment","economic analysis"]}]}