{"query_echo":{"q":"","filters":{"analysis_type":["risk evaluation"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'risk evaluation' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=risk+evaluation","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":"wri-001755","url":"https://climateinsightsdirectory.org/document/wri-001755","title":"INSURANCE FOR CLIMATE ADAPTATION: OPPORTUNITIES AND LIMITATIONS","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2019-07-02","source_url":"https://files.wri.org/s3fs-public/uploads/Insurance_for_Climate_Adaptation_-_Global_Commission_on_Adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how insurance can support climate adaptation by providing financial resilience and risk-identification expertise. It distinguishes between indemnity and parametric products, discusses government interventions to bridge the 'protection gap', and argues that insurance must be integrated into a broader fiscal framework and physical resilience strategy to avoid moral hazard and ensure long-term sustainability.","ai_generated":true,"unit":"wri-001755#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Insurance supports climate adaptation through two primary channels: providing the flow of capital for disaster recovery and utilizing risk evaluation expertise to incentivize physical resilience measures, such as flood defenses or improved building construction.","ai_generated":true,"unit":"wri-001755#insight-1","date_modified":"2026-10-23"},{"text":"The 'protection gap'—the difference between insured and actual economic losses—remains significant, particularly in low-income countries where insurance penetration often falls below 1%, as seen in Madagascar at 0.2%.","ai_generated":true,"unit":"wri-001755#insight-2","date_modified":"2026-10-23"},{"text":"Parametric or index-based insurance products provide rapid liquidity by triggering payouts based on pre-agreed parameters (e.g., wind speed or rainfall) rather than actual loss assessment, making them vital for immediate disaster relief in low-income regions.","ai_generated":true,"unit":"wri-001755#insight-3","date_modified":"2026-10-23"},{"text":"Government interventions to make insurance affordable, such as mandatory insurance or cross-subsidization, can create 'moral hazard' by suppressing price signals, which may disincentivize policyholders from investing in risk-reduction measures.","ai_generated":true,"unit":"wri-001755#insight-4","date_modified":"2026-10-23"},{"text":"Multi-sovereign risk pools, such as the Caribbean Catastrophe Risk Insurance Facility (CCRIF) and Africa Risk Capacity (ARC), allow small or highly exposed countries to diversify risk and access more affordable reinsurance capital.","ai_generated":true,"unit":"wri-001755#insight-5","date_modified":"2026-10-23"},{"text":"Insurance is a short-term product (typically 1-5 year renewals) that is not naturally aligned with the long-term nature of climate adaptation; multi-year contracts (e.g., 10 years) would require significantly higher capital reserves, increasing premiums.","ai_generated":true,"unit":"wri-001755#insight-6","date_modified":"2026-10-23"},{"text":"The 'Build Back Better' philosophy can be supported by insurance if payouts reflect improved building standards and if insurers provide premium reductions for resilient reconstruction.","ai_generated":true,"unit":"wri-001755#insight-7","date_modified":"2026-10-23"},{"text":"A lack of risk and financial literacy in emerging markets often leads to insurance being viewed as a luxury rather than a development essential, hindering the adoption of fit-for-purpose innovations.","ai_generated":true,"unit":"wri-001755#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation"],"geography_discussed":["Madagascar","Kenya","Mauritania","Malawi","United States","Australia","United Kingdom","Mexico","Caribbean","Mongolia","Togo","Peru","Uganda","Bangladesh","South Africa"],"frame_perspective":[],"analysis_type":["policy analysis","financial assessment","risk evaluation"]}]}