{"query_echo":{"q":"","filters":{"analysis_type":["scoping review"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'scoping review' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":9,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=scoping+review","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":"sei-002380","url":"https://climateinsightsdirectory.org/document/sei-002380","title":"Marine plastic pollution and extended producer responsibility in the G20","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025-08","source_url":"https://www.sei.org/wp-content/uploads/2025/08/marine-plastic-pollution-epr-sei2025-036.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how G20 nations, which generate approximately two-thirds of global plastic waste, can utilize extended producer responsibility (EPR) to combat marine plastic pollution. Through a scoping review of 100 sources, it identifies a disparity in effectiveness between mandatory and voluntary EPR schemes, noting that mandatory systems generally achieve higher recycling collection rates. The document provides a detailed mapping of EPR regulations across G20 members and proposes a multi-level approach combining legislative strengthening, market incentives for recycled plastics, technological innovation in ecodesign, and the formal integration of informal waste workers to prevent plastic leakage into the oceans.","ai_generated":true,"unit":"sei-002380#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"G20 countries are critical to global plastic waste management as they generate approximately two-thirds of the world's plastic waste.","ai_generated":true,"unit":"sei-002380#insight-1","date_modified":"2026-10-23"},{"text":"Mandatory EPR schemes are significantly more effective at collecting plastic for recycling than voluntary or non-existent schemes, achieving around 40% collection rates compared to 15% for voluntary and 10% for those with no EPR.","ai_generated":true,"unit":"sei-002380#insight-2","date_modified":"2026-10-23"},{"text":"Marine plastic pollution is dominated by land-based sources (80%) and is primarily composed of six polymers: polypropylene, polyethylene, polyvinylchloride (PVC), polyurethane, polyethylene terephthalate (PET), and polystyrene.","ai_generated":true,"unit":"sei-002380#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies several systemic challenges to EPR, including a lack of financial incentives for producers to use recycled plastics, insufficient waste infrastructure in rural areas, and the problem of 'orphan' products—low-value, lightweight plastics that are difficult to collect.","ai_generated":true,"unit":"sei-002380#insight-4","date_modified":"2026-10-23"},{"text":"Informal waste workers play a substantial role in the plastic waste chain, yet are rarely addressed in literature; the report recommends integrating them into formal systems through capacity-building and registration.","ai_generated":true,"unit":"sei-002380#insight-5","date_modified":"2026-10-23"},{"text":"The report suggests that a combination of policies is necessary, ranging from globally binding conventions to local implementation, focusing on the entire plastic life cycle from production to disposal.","ai_generated":true,"unit":"sei-002380#insight-6","date_modified":"2026-10-23"},{"text":"Specific technological gaps exist, particularly the lack of a mainstream solution for recycling multi-material multilayer plastic packaging for the next 5-10 years.","ai_generated":true,"unit":"sei-002380#insight-7","date_modified":"2026-10-23"}],"climate_tags":["circular economy","waste management","single-use plastic"],"geography_discussed":["Argentina","Australia","Brazil","Canada","People's Republic of China","France","Germany","India","Indonesia","Italy","Japan","Mexico","South Korea","Russia","Saudi Arabia","South Africa","Turkey","United Kingdom","United States","European Union"],"frame_perspective":[],"analysis_type":["policy review","scoping review","legislative mapping"]},{"id":"sei-002384","url":"https://climateinsightsdirectory.org/document/sei-002384","title":"Methods for measuring greenhouse gas emissions from sanitation and wastewater management systems","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-07","source_url":"https://www.sei.org/wp-content/uploads/2024/07/methods-greenhouse-gas-emissions-sanitation-sei2024-030.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes seven categories of enclosure-based and open measurement methods for greenhouse gas emissions in sanitation systems. It finds that while enclosure-based methods like flux chambers are widely used, they are limited by scale. Emerging optical and remote sensing methods offer broader coverage but are constrained by high costs. The document highlights a critical lack of empirical data for non-sewered sanitation in low- and middle-income countries and advocates for standardized, affordable methodologies and increased collaboration to improve national greenhouse gas inventories.","ai_generated":true,"unit":"sei-002384#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sanitation and wastewater management systems contribute over half a billion tonnes of CO2 equivalents annually, representing approximately 1.3% of global greenhouse gas emissions, though this may be an underestimate due to limited empirical data.","ai_generated":true,"unit":"sei-002384#insight-1","date_modified":"2026-10-23"},{"text":"Enclosure-based methods, specifically static and flow-through flux chambers, are the most common tools used across the sanitation chain, but they often require adaptation from agricultural designs to fit liquid-air interfaces and can underestimate total emissions in large facilities due to scale limitations.","ai_generated":true,"unit":"sei-002384#insight-2","date_modified":"2026-10-23"},{"text":"There is a complete absence of literature regarding the measurement of greenhouse gas emissions at the user interface (e.g., toilets and urinals), likely because the short residence time of excreta is assumed to result in negligible emissions.","ai_generated":true,"unit":"sei-002384#insight-3","date_modified":"2026-10-23"},{"text":"Open measurement methods, including optical sensors and remote sensing, provide high-resolution and broad-scale monitoring but are primarily utilized in high-income countries due to high equipment costs and the need for specialized expertise.","ai_generated":true,"unit":"sei-002384#insight-4","date_modified":"2026-10-23"},{"text":"The IPCC Guidelines for National Greenhouse Gas Inventories lack comprehensive emission factors for many non-sewered technologies, only including factors for pit latrines and septic tanks, which leads to significant uncertainties in emissions inventories.","ai_generated":true,"unit":"sei-002384#insight-5","date_modified":"2026-10-23"},{"text":"High costs of equipment and the requirement for highly qualified personnel in chemistry and atmospheric sciences create significant barriers to empirical measurement in low- and middle-income countries.","ai_generated":true,"unit":"sei-002384#insight-6","date_modified":"2026-10-23"},{"text":"A lack of standardized methodological approaches and equipment designs, combined with variability in sanitation technology construction (such as pit latrine depth), limits the comparability of results between different empirical studies.","ai_generated":true,"unit":"sei-002384#insight-7","date_modified":"2026-10-23"},{"text":"Interest in sanitation emissions data is driven by national reporting obligations, the search for low-emissions technology options, and the pursuit of climate finance through carbon credits.","ai_generated":true,"unit":"sei-002384#insight-8","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","methane","nitrous oxide","carbon dioxide","remote sensing","climate finance","carbon credit","climate change mitigation"],"geography_discussed":["Ethiopia","India","Ireland","Kenya","Nepal","Senegal","Thailand","Uganda","United States","Vietnam","Austria","Burkina Faso","People's Republic of China","Denmark","Haiti","Japan","Mexico","Spain","Netherlands","United Kingdom","Australia","Brazil","Canada","Zimbabwe","Italy","Tanzania","Sweden","France","Romania","South Korea"],"frame_perspective":[],"analysis_type":["methodological review","scoping review","expert interviews"]},{"id":"sei-000562","url":"https://climateinsightsdirectory.org/document/sei-000562","title":"Assessing finance for nature-based solutions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2022-12-05","source_url":"https://www.sei.org/publications/assessing-finance-nature-based-solutions/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines international development finance for nature-based solutions (NbS) in developing countries, particularly least developed countries (LDCs) and small island developing states (SIDS). It highlights the difficulty of accurately quantifying NbS funding and suggests that current estimates may mask a significant finance gap if projects are not explicitly designed to deliver both biodiversity and human benefits.","ai_generated":true,"unit":"sei-000562#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International development and climate finance are critical for implementing nature-based solutions in developing countries, especially for least developed countries (LDCs) and small island developing states (SIDS) which rely heavily on external assistance to supplement domestic revenues.","ai_generated":true,"unit":"sei-000562#insight-1","date_modified":"2026-10-23"},{"text":"A scoping review of projects in LDCs and SIDS indicates that it is unclear how benefits for biodiversity and people are achieved; if project activities do not explicitly address ecosystem challenges and co-benefits are merely assumed, existing funding estimates may hide a larger finance gap.","ai_generated":true,"unit":"sei-000562#insight-2","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","climate finance","biodiversity"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["financial assessment","scoping review"]},{"id":"sei-002164","url":"https://climateinsightsdirectory.org/document/sei-002164","title":"Air pollution and the world of work","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2022-10","source_url":"https://www.sei.org/wp-content/uploads/2022/10/asia-air-pollution-work-sei2022.040.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the intersection of air pollution and labor markets in East and Southeast Asia, highlighting a significant gap in research and policy regarding informal workers. It finds that while formal sectors are regulated, informal workers—including street vendors and agricultural laborers—face high exposure with minimal social protection. Health burdens are highest in China and Mongolia for ambient pollution, and in Cambodia, Lao PDR, and Myanmar for household pollution. The report argues that current solutions are overly technocentric and fail to address the social inequalities and structural vulnerabilities that determine exposure levels.","ai_generated":true,"unit":"sei-002164#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2019, occupational exposure to particulate matter (PM), gases, and fumes caused over 200,000 premature deaths in East and Southeast Asia, with the majority occurring in China.","ai_generated":true,"unit":"sei-002164#insight-1","date_modified":"2026-10-23"},{"text":"Mongolia experienced the highest annual average air pollution in both 2019 and 2020, while China had the highest average PM2.5 population-weighted exposure in 2019.","ai_generated":true,"unit":"sei-002164#insight-2","date_modified":"2026-10-23"},{"text":"The health burden from household air pollution is most severe in low-income countries, specifically Cambodia, Lao PDR, and Myanmar.","ai_generated":true,"unit":"sei-002164#insight-3","date_modified":"2026-10-23"},{"text":"Research on air pollution and employment is heavily biased toward the formal labor force, leaving the informal sector—particularly in urban settings—largely underexamined.","ai_generated":true,"unit":"sei-002164#insight-4","date_modified":"2026-10-23"},{"text":"Gendered research on air pollution often relies on stereotypes, focusing on women's roles as domestic caregivers and the impacts of cookstoves, while overlooking men's exposure in traffic-facing or industrial roles.","ai_generated":true,"unit":"sei-002164#insight-5","date_modified":"2026-10-23"},{"text":"Workplace hierarchies based on gender, social class, and seniority result in unequal exposure, as higher-status workers often shift the most polluted tasks to those at the bottom of the hierarchy.","ai_generated":true,"unit":"sei-002164#insight-6","date_modified":"2026-10-23"},{"text":"Occupational air pollution causes a range of severe health issues, including carcinogenic risks from volatile organic compounds (VOCs) and toxic metal fumes, and lung function decline in sectors such as printing and transport.","ai_generated":true,"unit":"sei-002164#insight-7","date_modified":"2026-10-23"},{"text":"No country in the reviewed region has set annual mean PM2.5 standards that meet the 2021 WHO guideline of 5 μg/m³, although Singapore is the closest at 12 μg/m³.","ai_generated":true,"unit":"sei-002164#insight-8","date_modified":"2026-10-23"},{"text":"Labor and social security policies generally target waged and industrial workers, effectively excluding informal, self-employed, and domestic workers from health and safety protections.","ai_generated":true,"unit":"sei-002164#insight-9","date_modified":"2026-10-23"},{"text":"Urban public space policies treat informal workers, such as street vendors, as obstacles to traffic flow to be relocated rather than as a vulnerable group exposed to air pollution.","ai_generated":true,"unit":"sei-002164#insight-10","date_modified":"2026-10-23"},{"text":"Non-governmental initiatives to combat air pollution are predominantly technocentric, focusing on emissions monitoring and technology deployment while ignoring structural vulnerabilities and workers' access to healthcare.","ai_generated":true,"unit":"sei-002164#insight-11","date_modified":"2026-10-23"}],"climate_tags":["air pollution","particulates","gender equality","social protection","just transition","low-carbon economy","household air pollution","urban transport","green job"],"geography_discussed":["People's Republic of China","Mongolia","Cambodia","Laos","Indonesia","Thailand","Vietnam","Singapore","South Korea","Malaysia","Philippines","Taiwan","Brunei","Hong Kong","Macau","Timor-Leste"],"frame_perspective":[],"analysis_type":["scoping review","evidence synthesis","policy review","data analysis"]},{"id":"capeca-000133","url":"https://climateinsightsdirectory.org/document/capeca-000133","title":"Mobilizing Evidence: Activating Change on Traffic-Related Air Pollution (TRAP) Health Impacts","publisher":{"name":"Canadian Association of Physicians for the Environment","organization":"canadian-association-of-physicians-for-the-environment"},"document_type":"executive summary","language":"en","date_published":"2022-04","source_url":"https://cape.ca/wp-content/uploads/2022/05/CAPE-TRAP-En-Summ-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the wide-ranging health risks associated with traffic-related air pollution (TRAP), noting that in Canada, one-third of the population lives within 250m of a major road. It highlights that children, racialized people, and those in poverty are disproportionately vulnerable to these pollutants. The report links TRAP to respiratory, cardiovascular, neurological, and pregnancy-related illnesses, as well as increased COVID-19 risks, and recommends policy interventions such as low emission zones, electric vehicles, and expanded urban green spaces.","ai_generated":true,"unit":"capeca-000133#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traffic-related air pollution (TRAP) is linked to a broad spectrum of health issues across various organ systems, including respiratory diseases (COPD, bronchitis), cardiovascular outcomes (hypertension, myocardial infarction), neurological impacts (neurocognitive decline), pregnancy-related outcomes (congenital abnormalities, infertility), and certain cancers such as lung, leukemia, and breast cancer. It is also associated with diabetes, obesity, dermatological outcomes, and mental health issues resulting from traffic noise.","ai_generated":true,"unit":"capeca-000133#insight-1","date_modified":"2026-10-23"},{"text":"Exposure to TRAP is not distributed equally, creating environmentally-driven health disparities. Children and adolescents are particularly vulnerable due to their respiratory and immune system immaturity and higher breathing rates relative to body size. Additionally, poverty, socioeconomic marginalization, and racialization are linked to disproportionately high concentrations of TRAP and greater barriers to healthcare access.","ai_generated":true,"unit":"capeca-000133#insight-2","date_modified":"2026-10-23"},{"text":"In Canada, one-third of the population resides within 250m of a major road, increasing their potential for elevated exposure to TRAP. Research indicates that pollutant concentrations can remain elevated within 50-500m of major roads and other major emission sources, depending on factors like terrain, wind, and land use.","ai_generated":true,"unit":"capeca-000133#insight-3","date_modified":"2026-10-23"},{"text":"There is a documented intersection between air pollution and the COVID-19 pandemic, with evidence suggesting that TRAP increases the transmission, infection, and mortality risk associated with COVID-19.","ai_generated":true,"unit":"capeca-000133#insight-4","date_modified":"2026-10-23"}],"climate_tags":["public health","electric vehicle","active mobility","urban green space"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["scoping review","literature synthesis"]},{"id":"capeca-000268","url":"https://climateinsightsdirectory.org/document/capeca-000268","title":"Mobilizing Evidence","publisher":{"name":"Canadian Association of Physicians for the Environment","organization":"canadian-association-of-physicians-for-the-environment"},"document_type":"report","language":"en","date_published":"2022-04","source_url":"https://cape.ca/wp-content/uploads/2022/05/CAPE-TRAP-2022-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report synthesizes evidence on the wide-ranging health risks of traffic-related air pollution (TRAP), noting that one-third of Canadians live within 250m of a major road. It details impacts across respiratory, cardiovascular, neurological, and reproductive systems, while highlighting that racialized and low-income populations bear a disproportionate burden. The document also analyzes how the COVID-19 pandemic both exacerbated health risks and demonstrated the potential for air quality improvement through traffic restrictions. It concludes with recommendations for pollution control policies, active transport infrastructure, and urban greening.","ai_generated":true,"unit":"capeca-000268#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traffic-related air pollution (TRAP) is associated with a broad spectrum of health issues, including reduced lung function, cardiovascular diseases such as hypertension and myocardial infarction, neurocognitive decline, adverse birth outcomes, and various cancers including lung, leukemia, and breast cancer.","ai_generated":true,"unit":"capeca-000268#insight-1","date_modified":"2026-10-23"},{"text":"Children and adolescents are particularly susceptible to TRAP due to their immature respiratory and immune systems and a higher breathing rate relative to their body size.","ai_generated":true,"unit":"capeca-000268#insight-2","date_modified":"2026-10-23"},{"text":"In Canada, one-third of the population lives within 250m of a major road, creating a significant public health risk.","ai_generated":true,"unit":"capeca-000268#insight-3","date_modified":"2026-10-23"},{"text":"Environmental inequality is evident in TRAP exposure, with racialized people and those of low socioeconomic status facing disproportionately higher pollution concentrations and greater barriers to healthcare.","ai_generated":true,"unit":"capeca-000268#insight-4","date_modified":"2026-10-23"},{"text":"Air pollution increases the risk of COVID-19 infection, transmission, and mortality, potentially by acting as a transport vector for the virus and compounding respiratory stress.","ai_generated":true,"unit":"capeca-000268#insight-5","date_modified":"2026-10-23"},{"text":"Pandemic-era lockdowns led to substantial reductions in many TRAP pollutants, though ground-level ozone (O3) concentrations rose in some areas due to weakened NOx titration.","ai_generated":true,"unit":"capeca-000268#insight-6","date_modified":"2026-10-23"},{"text":"Effective preventative and protective measures include pollution control policies (e.g., low emission zones, electric vehicles), expanding active transport networks, increasing urban greenspace, and adapting ventilation systems in buildings.","ai_generated":true,"unit":"capeca-000268#insight-7","date_modified":"2026-10-23"}],"climate_tags":["air quality","public health","environmental racism","active mobility","urban green space","electric vehicle","particulates"],"geography_discussed":["World","People's Republic of China","United States","Italy","Spain","India","Europe"],"frame_perspective":[],"analysis_type":["scoping review"]},{"id":"sei-000061","url":"https://climateinsightsdirectory.org/document/sei-000061","title":"Lack of social impact in urban circular economy transitions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-09-24","source_url":"https://www.sei.org/publications/lack-social-impact-urban-circular/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research finds that social impacts are rarely considered in studies of circular cities, and when they are, the focus is limited primarily to governance and employment, particularly regarding informal sector workers. The authors argue that the lack of a coherent overview of social consequences hinders effective policy decision-making and that further research is required to understand effects on health, culture, and human aspirations.","ai_generated":true,"unit":"sei-000061#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Literature on circular cities rarely considers social impacts; when they are addressed, the scope is limited to governance practices and employment, with a specific focus on workers in the informal sector.","ai_generated":true,"unit":"sei-000061#insight-1","date_modified":"2026-10-23"},{"text":"There is a deficiency in research regarding how circular economy transitions affect culture, health, and the fears and aspirations of people.","ai_generated":true,"unit":"sei-000061#insight-2","date_modified":"2026-10-23"},{"text":"The fragmented nature of evidence regarding the intended and unintended social consequences of 'circular cities' can obstruct effective practice and policy decision-making.","ai_generated":true,"unit":"sei-000061#insight-3","date_modified":"2026-10-23"}],"climate_tags":["circular economy","employment","governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scoping review","systematic mapping"]},{"id":"iisd-002637","url":"https://climateinsightsdirectory.org/document/iisd-002637","title":"Sustainable Solutions to End Hunger","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://ceres2030.iisd.org/wp-content/uploads/2021/07/ceres2030-nature-portfolio-.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Ceres2030 project identifies a funding gap of USD 33 billion per year to achieve SDG 2 targets, with USD 14 billion coming from donors and USD 19 billion from recipient countries. The report emphasizes that most existing agricultural research ignores the needs of smallholders, who represent over 80% of the world's farms. Key recommendations include investing in extension services, climate-resilient crops, social protection, and supporting small and medium enterprises (SMEs) in the value chain. The project utilizes a complex general equilibrium model and machine-learning-assisted evidence synthesis to identify a portfolio of 14 policy instruments across three categories: empowering the excluded, on-farm interventions, and food on the move.","ai_generated":true,"unit":"iisd-002637#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To end hunger and double the incomes of small-scale producers in low- and middle-income countries by 2030, an additional USD 33 billion per year is needed, consisting of USD 14 billion from donors and USD 19 billion from the countries themselves through increased taxation.","ai_generated":true,"unit":"iisd-002637#insight-1","date_modified":"2026-10-23"},{"text":"The current body of agricultural research is largely irrelevant to smallholder farmers; more than 95% of assessed studies were not relevant to the needs of smallholders and their families, and less than 2% of the available evidence base is pertinent to the questions donors typically investigate, such as intervention costs.","ai_generated":true,"unit":"iisd-002637#insight-2","date_modified":"2026-10-23"},{"text":"Small-scale producers represent over 80% of the world's farms, and those with less than 2 hectares produce between 30% and 34% of the global food supply.","ai_generated":true,"unit":"iisd-002637#insight-3","date_modified":"2026-10-23"},{"text":"The adoption of climate-resilient crops is most strongly determined by the availability and effectiveness of extension services, followed by the education level of the household head and access to inputs like seeds and fertilizers.","ai_generated":true,"unit":"iisd-002637#insight-4","date_modified":"2026-10-23"},{"text":"Membership in farmers' organizations is associated with positive income effects in 57% of reviewed cases, primarily by strengthening producers' market power.","ai_generated":true,"unit":"iisd-002637#insight-5","date_modified":"2026-10-23"},{"text":"Small and medium enterprises (SMEs) in the value chain, particularly in Africa, are correlated with higher technology adoption and productivity among small-scale producers by providing complementary services such as credit, training, and market links.","ai_generated":true,"unit":"iisd-002637#insight-6","date_modified":"2026-10-23"},{"text":"Post-harvest loss reduction is dominated by storage technology research, with 83% of studies focusing on this area, while there is a critical lack of evidence on training, finance, policy, and infrastructure interventions.","ai_generated":true,"unit":"iisd-002637#insight-7","date_modified":"2026-10-23"},{"text":"Social protection programs are most effective when they create a bridge to productive employment and remove barriers to accessing markets, education, and credit.","ai_generated":true,"unit":"iisd-002637#insight-8","date_modified":"2026-10-23"},{"text":"In water-scarce regions of low- and middle-income countries, less than 37.2% of small-scale farms are irrigated, compared to 43.2% of non-small-scale farms.","ai_generated":true,"unit":"iisd-002637#insight-9","date_modified":"2026-10-23"},{"text":"The project's economic model indicates that the additional public spending of USD 33 billion per year will prevent 490 million people from experiencing hunger and double the incomes of 545 million producers and their families on average.","ai_generated":true,"unit":"iisd-002637#insight-10","date_modified":"2026-10-23"}],"climate_tags":["sustainable agriculture","climate finance","greenhouse gas emissions","water scarcity","agroforestry","smallholder","social protection","Paris Agreement"],"geography_discussed":["Africa","South Asia","India","Ethiopia","Kenya","Uganda","Ghana","Tanzania","Burkina Faso"],"frame_perspective":[],"analysis_type":["economic modelling","evidence synthesis","scoping review","systematic review","machine learning"]},{"id":"prio-001629","url":"https://climateinsightsdirectory.org/document/prio-001629","title":"Interventions to improve refugee children’s access to education and quality learning: A scoping review of existing impact evaluations","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/45499745-8eba-42c7-b7c6-1fba4e20241b/Palik and Ostby Interventions to improve refugee childrens access to education and quality learning.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The scoping review identifies a critical shortage of robust quantitative evidence regarding refugee education interventions. Out of 1,873 screened articles, only eight met the strict methodological criteria for impact evaluation. Findings suggest that while cash transfers can increase the time children spend in school, they do not necessarily increase overall enrolment. Promising results for learning quality were found in early childhood development programmes, online game-based solutions, and language-enhanced physical education for second-language acquisition, as well as child and youth learning centres for literacy and numeracy in camp settings. The authors highlight significant gaps in research concerning the Global South, long-term impacts, and gender-specific needs for girls.","ai_generated":true,"unit":"prio-001629#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a severe lack of rigorous quantitative research evaluating the impact of educational interventions for refugees; a search of 1,873 peer-reviewed articles published between 1990 and 2021 yielded only eight studies that met strict methodological inclusion criteria.","ai_generated":true,"unit":"prio-001629#insight-1","date_modified":"2026-10-23"},{"text":"Cash transfer programmes, such as the 'No Lost Generation' initiative in Lebanon, can increase the amount of time refugee children spend in school and increase household education expenditures, but they do not provide evidence of increased overall school enrolment rates.","ai_generated":true,"unit":"prio-001629#insight-2","date_modified":"2026-10-23"},{"text":"Second-language acquisition can be positively impacted by several different intervention types, including early childhood development (ECD) programmes, online game-based solutions, and language-enriched physical education classes.","ai_generated":true,"unit":"prio-001629#insight-3","date_modified":"2026-10-23"},{"text":"In camp settings, specifically at Buramino Camp in Ethiopia, child and youth learning centres (CYLCs) were found to improve literacy and numeracy skills, with older children and boys showing more significant gains than younger children and girls.","ai_generated":true,"unit":"prio-001629#insight-4","date_modified":"2026-10-23"},{"text":"The effectiveness of certain interventions, such as drama therapy, may depend on the length of time a refugee has stayed in the host community; one study showed significant mathematics improvement for newly arrived refugees, while a later randomised control trial for refugees with emotional and behavioural problems showed no significant difference in grades.","ai_generated":true,"unit":"prio-001629#insight-5","date_modified":"2026-10-23"},{"text":"Community school (CS) practices that integrate multiple special services can improve academic outcomes (GPA) for both refugee and non-refugee students and may reduce the risk of dropout for English Language Learners through counselling and trauma-sensitive training.","ai_generated":true,"unit":"prio-001629#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["United States","Canada","Lebanon","Germany","Ethiopia","Turkey"],"frame_perspective":[],"analysis_type":["scoping review","impact evaluation","quantitative analysis"]}]}