{"query_echo":{"q":"","filters":{"analysis_type":["epidemiological analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'epidemiological analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=epidemiological+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":"catf-001129","url":"https://climateinsightsdirectory.org/document/catf-001129","title":"Health Effects from Ozone in the Eastern United States","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"1999-10","source_url":"https://cdn.catf.us/wp-content/uploads/2019/10/21093504/Out_of_Breath.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the health impacts of ground-level ozone in the Eastern United States, specifically the OTAG region, using 1997 monitoring data and epidemiological concentration-response functions. It estimates that ozone exposure led to 53,000 respiratory hospital admissions, 16,000 cardiovascular hospital admissions, and 159,000 total respiratory emergency room visits during the April-October 1997 season. The analysis highlights significant uncertainty regarding mortality and chronic illness, which were excluded from the quantitative estimates. The findings are compared with a study by the American Lung Association, showing reasonably close results for respiratory admissions.","ai_generated":true,"unit":"catf-001129#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"During the period from April to October 1997, ground-level ozone in the OTAG region was associated with a mean of 53,000 respiratory hospital admissions and 16,000 cardiovascular hospital admissions.","ai_generated":true,"unit":"catf-001129#insight-1","date_modified":"2026-10-23"},{"text":"The analysis estimates that ozone exposure caused 159,000 total respiratory emergency room (ER) visits and 16,000 asthma-specific ER visits in the OTAG region during the 1997 season.","ai_generated":true,"unit":"catf-001129#insight-2","date_modified":"2026-10-23"},{"text":"Ozone exposure is linked to a high volume of minor health impacts, including a mean of 83 million days with minor symptoms for adults aged 18-65 and 6.2 million asthma attacks across all ages.","ai_generated":true,"unit":"catf-001129#insight-3","date_modified":"2026-10-23"},{"text":"For African-American asthmatics aged 7-12, ozone exposure was associated with a mean of 450,000 days of shortness of breath.","ai_generated":true,"unit":"catf-001129#insight-4","date_modified":"2026-10-23"},{"text":"The report excludes estimates for premature mortality and the onset of chronic illness due to substantial uncertainty and a lack of strong evidence compared to particulate matter.","ai_generated":true,"unit":"catf-001129#insight-5","date_modified":"2026-10-23"},{"text":"The estimated incidence changes for the analyzed health effects are generally less than 10% of the baseline incidence rates.","ai_generated":true,"unit":"catf-001129#insight-6","date_modified":"2026-10-23"},{"text":"Comparison with a 1996 American Lung Association (ALA) study shows that respiratory admission estimates are reasonably close, though they differ in city definitions and the years analyzed.","ai_generated":true,"unit":"catf-001129#insight-7","date_modified":"2026-10-23"}],"climate_tags":["air pollution","public health","particulates"],"geography_discussed":["Canada","Toronto","Minneapolis","Buffalo","New York City","Birmingham","Detroit","Spokane","New Haven","Tacoma","North Jersey","New Brunswick","Los Angeles","Houston","Tucson"],"frame_perspective":[],"analysis_type":["health impact assessment","epidemiological analysis"]},{"id":"cer-001161","url":"https://climateinsightsdirectory.org/document/cer-001161","title":"matimba-health-risk-assessment_6-e4803f6ab69f5bcb.pdf","publisher":{"name":"Centre for Environmental Rights","organization":"centre-for-environmental-rights"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cer.org.za/wp-content/uploads/2014/07/Matimba-Health-Risk-Assessment_6.pdf?x21779","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report reviews risk factors to quantify the potential health impacts of particulate matter (PM10, PM2.5), sulphur dioxide (SO2), and nitrogen dioxide (NO2) emissions from various Eskom operations. It synthesizes global epidemiological data from organizations like the WHO and USEPA to establish risk estimates for mortality and morbidity, while incorporating South African provincial population and health data to support a health risk assessment.","ai_generated":true,"unit":"cer-001161#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Short-term exposure to PM10 and PM2.5 is associated with increased non-accidental mortality and hospital admissions for cardiovascular and respiratory issues. For PM10, risk estimates for total non-accidental mortality range from 1% to 3.8% per 50 ug/m3 increase, while PM2.5 estimates range from 6% to 10% per 50 ug/m3 increase.","ai_generated":true,"unit":"cer-001161#insight-1","date_modified":"2026-08-17"},{"text":"Long-term exposure to PM2.5 shows a robust association with premature mortality. The WHO (2005) concluded that every 10 ug/m3 increase in PM2.5 is related to an approximately 6% increase in the risk of premature mortality.","ai_generated":true,"unit":"cer-001161#insight-2","date_modified":"2026-08-17"},{"text":"Sulphate exposure is linked to respiratory hospitalizations and mortality. Long-term risk estimates for a 50 ug/m3 increment in annual mean SO4 include a 40% increase in total non-accidental mortality and a 70% increase in cardiopulmonary mortality.","ai_generated":true,"unit":"cer-001161#insight-3","date_modified":"2026-08-17"},{"text":"Sulphur dioxide (SO2) primarily affects the respiratory tract, with asthma sufferers being the most sensitive group. Short-term exposure is linked to increased hospital admissions for COPD and asthma, particularly in children; for example, a 10 ug/m3 increase in SO2 is associated with a 1.3% increase in asthma admissions for children aged 0 to 14 years.","ai_generated":true,"unit":"cer-001161#insight-4","date_modified":"2026-08-17"},{"text":"Nitrogen dioxide (NO2) exposure causes reversible effects on lung function and increases susceptibility to respiratory infections. Long-term exposure is significantly related to non-accidental mortality; an increase of 10 ug/m3 in long-term NO2 concentration is associated with a 14% increase in annual non-accidental mortality, a 48% increase in lung cancer mortality, and a 27% increase in cardiopulmonary mortality.","ai_generated":true,"unit":"cer-001161#insight-5","date_modified":"2026-08-17"},{"text":"The report utilizes South African provincial data from the 2001 Census and the 2000 National Burden of Disease Study to provide population and mortality baselines for the Free State, North West, Gauteng, Mpumalanga, Limpopo, and KwaZulu-Natal provinces.","ai_generated":true,"unit":"cer-001161#insight-6","date_modified":"2026-08-17"}],"climate_tags":["energy transition","air pollution","public health","particulate matter","sulphur dioxide","nitrogen dioxide"],"geography_discussed":["New Zealand","Netherlands","Paris","Barcelona","Windsor","Canada","United Kingdom","United States","Taiwan","France","Sydney"],"frame_perspective":[],"analysis_type":["health risk assessment","literature review","epidemiological analysis"]}]}