{"query_echo":{"q":"","filters":{"analysis_type":["welfare analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'welfare analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=welfare+analysis","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"iisd-002915","url":"https://climateinsightsdirectory.org/document/iisd-002915","title":"Food Price Inflation and Food Security: A Morocco case study","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"en","date_published":"2013-01","source_url":"https://www.iisd.org/system/files/publications/food_price_inflation_morocco.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the relationship between food price inflation, food security, and trade policy, using Morocco as a case study. It analyzes the drivers of global food price spikes and evaluates Morocco's 'Green Morocco Plan' and its 'guided liberalization' strategy. A specific focus is placed on the lentil market, where high import tariffs on Canadian lentils are argued to encourage irregular trade and increase costs for consumers. The document suggests that reducing these tariffs, combined with targeted social safety nets and productivity investments, could improve food security and accessibility for the Moroccan population.","ai_generated":true,"unit":"iisd-002915#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Morocco's agricultural sector is characterized by a duality between modern, competitive commercial farming and small-scale farming of a 'social' character, with 40 per cent of farms being social in nature despite occupying only 8 per cent of the total harvested area.","ai_generated":true,"unit":"iisd-002915#insight-1","date_modified":"2026-10-23"},{"text":"Morocco is highly vulnerable to environmental variability; only 15 per cent of its agricultural land is irrigated, and annual rainfall fluctuations account for 75 per cent of the year-to-year variability in Moroccan GDP.","ai_generated":true,"unit":"iisd-002915#insight-2","date_modified":"2026-10-23"},{"text":"The Green Morocco Plan, launched in 2008, aims to double the value added of agricultural production within a decade by overhauling cropping patterns, land tenure, and taxation, while combating rural poverty through two distinct pillars.","ai_generated":true,"unit":"iisd-002915#insight-3","date_modified":"2026-10-23"},{"text":"Morocco maintains some of the highest agricultural import tariffs globally, with ad valorem rates reaching as high as 304 per cent in 2009, which may strain the population's ability to afford food as prices inflate.","ai_generated":true,"unit":"iisd-002915#insight-4","date_modified":"2026-10-23"},{"text":"Canadian lentils account for 95–97 per cent of Moroccan lentil imports, but a 49 per cent most-favoured nation (MFN) tariff contributes to inflated consumer prices.","ai_generated":true,"unit":"iisd-002915#insight-5","date_modified":"2026-10-23"},{"text":"High tariffs and global price increases have incentivized irregular trade; it is estimated that 80 per cent of Canadian lentils enter the Moroccan market through third countries or informal routes, particularly via the Spanish free trade zones of Ceuta and Melilla.","ai_generated":true,"unit":"iisd-002915#insight-6","date_modified":"2026-10-23"},{"text":"A welfare analysis indicates that eliminating the tariff on Canadian lentil imports would create a consumer surplus estimated at CAD$3.45 million, including the removal of a CAD$135,000 deadweight loss.","ai_generated":true,"unit":"iisd-002915#insight-7","date_modified":"2026-10-23"},{"text":"Global food price inflation is driven by a confluence of factors, including growing demand from developing countries, energy prices, biofuels, weather-related production shortfalls, low stock levels, and financial market speculation.","ai_generated":true,"unit":"iisd-002915#insight-8","date_modified":"2026-10-23"},{"text":"Food price inflation disproportionately affects the poorest households, who spend approximately 75 per cent of their income on staple foods, often leading to the adoption of coping strategies such as skipping meals or switching to less nutritious food.","ai_generated":true,"unit":"iisd-002915#insight-9","date_modified":"2026-10-23"},{"text":"There is a documented correlation between rising food prices and social unrest, with food riots erupting in 48 countries during the 2007–2008 crisis.","ai_generated":true,"unit":"iisd-002915#insight-10","date_modified":"2026-10-23"},{"text":"Morocco's 'guided liberalization' strategy seeks a progressive transition to trade openness that balances economic efficiency with social safety nets to protect small-scale farmers from the negative impacts of liberalization.","ai_generated":true,"unit":"iisd-002915#insight-11","date_modified":"2026-10-23"},{"text":"Climate change is expected to increase the probability of crop failure in rainfed areas of Morocco, where 85 per cent of agricultural land lacks irrigation.","ai_generated":true,"unit":"iisd-002915#insight-12","date_modified":"2026-10-23"}],"climate_tags":["food security","agricultural productivity","biofuel","climate change","drought","agricultural irrigation","smallholder","sustainable agriculture","water management"],"geography_discussed":["Canada","Spain","Ceuta","Melilla"],"frame_perspective":[],"analysis_type":["case study","literature review","welfare analysis"]},{"id":"saiia-001494","url":"https://climateinsightsdirectory.org/document/saiia-001494","title":"South Africa’s International Trade Diplomacy: Implications for Regional Integration","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"report","language":"en","date_published":"2006-05","source_url":"https://saiia.org.za/wp-content/uploads/2008/08/FES_Vol1_Context-Study.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines South Africa's role as an economic hegemon in Southern Africa, analyzing how its global trade agenda and corporate expansion affect SADC integration. It finds that while South African FDI often provides developmental benefits like job creation and infrastructure, the country's pursuit of bilateral free trade agreements (FTAs) with non-SADC partners may undermine regional producers. Quantitative analysis suggests that SADC trade liberalization has led to significant trade diversion, where imports from SADC partners replace more efficient global sources, resulting in a net welfare loss for South African consumers. The report also highlights restrictive rules of origin and infrastructure deficits as major barriers to meaningful regional trade expansion.","ai_generated":true,"unit":"saiia-001494#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa dominates the SADC region economically, accounting for approximately 70% of SADC GDP and about 60% of the region's total trade.","ai_generated":true,"unit":"saiia-001494#insight-1","date_modified":"2026-10-23"},{"text":"South African corporate expansion into Africa is often more diversified than traditional resource-seeking FDI from developed countries, contributing to job creation, infrastructure investment, and technology transfer.","ai_generated":true,"unit":"saiia-001494#insight-2","date_modified":"2026-10-23"},{"text":"South Africa's pursuit of bilateral FTAs with partners like China, India, the US, and Mercosur may threaten the market shares of SADC producers, particularly in labor-intensive sectors like textiles and clothing.","ai_generated":true,"unit":"saiia-001494#insight-3","date_modified":"2026-10-23"},{"text":"A welfare analysis of the SADC FTA indicates a net trade diversion of over R370 million, suggesting that the agreement results in a welfare loss for South Africa by replacing more efficient global imports with regional ones.","ai_generated":true,"unit":"saiia-001494#insight-4","date_modified":"2026-10-23"},{"text":"Restrictive rules of origin in SADC, particularly the 'double transformation' rule for textiles and garments, act as a barrier to international competitiveness and regional integration.","ai_generated":true,"unit":"saiia-001494#insight-5","date_modified":"2026-10-23"},{"text":"Tariff reductions under the SADC Trade Protocol have not consistently led to increased imports from the region; for some products, such as machinery and transport equipment, imports from SADC declined despite lower tariffs.","ai_generated":true,"unit":"saiia-001494#insight-6","date_modified":"2026-10-23"},{"text":"SADC member states remain heavily dependent on primary commodity exports, which limits the potential for meaningful intra-regional trade expansion.","ai_generated":true,"unit":"saiia-001494#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["SACU","Botswana","Lesotho","Malawi","Mauritius","Mozambique","Namibia","Eswatini","Tanzania","Zambia","Zimbabwe","People's Republic of China","India","United States","Mercosur","European Free Trade Association","European Union"],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative assessment","welfare analysis"]},{"id":"iisd-001330","url":"https://climateinsightsdirectory.org/document/iisd-001330","title":"Distributive Impacts from a Kyoto Policy","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.iisd.org/system/files/publications/energy_distributive_impacts_kyoto.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research uses a welfare model based on consumer surplus to analyze how energy price hikes under a Kyoto Protocol scenario disproportionately affect low-income households in Canada. Through simulations in Alberta and Ontario, the authors find that while high-income groups reduce energy consumption the most, low-income groups suffer the greatest loss in welfare. The paper proposes an income-differentiated pricing system and carbon-reduction tax rebates for high-income groups as mechanisms to ensure equity and protect the basic energy needs of the poor.","ai_generated":true,"unit":"iisd-001330#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Low-income households in Canada allocate a significantly higher proportion of their budget to energy expenses compared to high-income groups; in 2000, the ratio of total energy expenditures to total expenditure for the low-income group was 8%, which is 300 per cent higher than the 2% ratio for the high-income group.","ai_generated":true,"unit":"iisd-001330#insight-1","date_modified":"2026-10-23"},{"text":"Under a Pareto Efficient Simulation of a carbon constraint, the high-income group experiences the largest drop in the quantity of energy consumed, but the low-income group suffers the most significant drop in welfare (consumer surplus) because they have limited scope to further reduce energy use while maintaining basic warmth.","ai_generated":true,"unit":"iisd-001330#insight-2","date_modified":"2026-10-23"},{"text":"An 'Egalitarian Simulation' demonstrates that equalizing the percentage change in consumer surplus across income groups requires a differentiated energy pricing system where high-income groups pay a higher price to facilitate a transfer of consumer surplus to lower-income groups.","ai_generated":true,"unit":"iisd-001330#insight-3","date_modified":"2026-10-23"},{"text":"The 'Basic Need Simulation' shows that a relatively small increase in the price paid by high-income groups can completely mitigate the drop in energy demand for middle- and low-income groups. For example, a 1.93 per cent decrease in energy use by the high-income group in 2020 could ensure other groups see no drop in energy demand with a price differential of $1.10/GJ.","ai_generated":true,"unit":"iisd-001330#insight-4","date_modified":"2026-10-23"},{"text":"Spatial analysis reveals that low-income residents in Alberta are more disadvantaged than those in Ontario; under a utilitarian regime, the low-income group in Alberta faces a consumer surplus drop of approximately 16 per cent, compared to an 11 per cent drop for the low-income group in Ontario.","ai_generated":true,"unit":"iisd-001330#insight-5","date_modified":"2026-10-23"},{"text":"The authors argue that standard pricing schemes like flat rate, two-part, block structure, or lifeline tariffs fail to address distributive issues because they do not discriminate by income. They recommend an income-differentiated pricing system based on tax returns and suggest providing tax rebates to high-income groups based on the marginal reduction in their carbon emissions to increase political feasibility.","ai_generated":true,"unit":"iisd-001330#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","Kyoto Protocol","energy price","climate finance","energy poverty","carbon tax"],"geography_discussed":["Alberta","Ontario"],"frame_perspective":[],"analysis_type":["simulation","welfare analysis","comparative study"]}]}