{"query_echo":{"q":"","filters":{"analysis_type":["demographic analysis"]},"warnings":[]},"total":{"value":72,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=demographic+analysis&page=4","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":"iai-000486","url":"https://climateinsightsdirectory.org/document/iai-000486","title":"Paleotempestology of the Caribbean region: a multi-proxy, multi-site study of the spatial and temporal variability of Caribbean hurricane activity (CRN2050)","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"fact sheet","language":"en","date_published":"2010-04","source_url":"https://iai.int/admin/site/sites/default/files/uploads/2014/03/CRN2_50.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project uses proxy data—including coral, stalagmites, tree-rings, and coastal lagoon sediments—to analyze past Caribbean hurricane activity and its relationship with sea surface temperatures and climate patterns. Initial findings indicate that higher hurricane activity before AD 1550 and after 1750 correlates with warmer sea surfaces, with peaks occurring during the Medieval period (AD 900-1100) and since 1980. The study also highlights the role of the Intra-Americas Low-Level Jet (IALLJ) in affecting storm strength and notes significant population vulnerability along the U.S. coast.","ai_generated":true,"unit":"iai-000486#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A coral-based proxy record of Atlantic sea surface temperatures spanning AD 1552-1991 indicates that warmer sea surfaces coincided with higher hurricane activity before 1550 and after 1750, while cooler surfaces were associated with fewer storms.","ai_generated":true,"unit":"iai-000486#insight-1","date_modified":"2026-10-23"},{"text":"Caribbean hurricane activity is influenced by the Atlantic Multidecadal Oscillation (AMO) and El Niño-Southern Oscillation (ENSO), with peaks in activity observed during the Medieval period (AD 900-1100) and from 1980 onwards, linked to La Niña-like conditions and warmer sea surface temperatures.","ai_generated":true,"unit":"iai-000486#insight-2","date_modified":"2026-10-23"},{"text":"The Intra-Americas Low-Level Jet (IALLJ) dominates air mass circulations in the Intra-Americas Sea and significantly impacts moisture advection and sea surface temperatures, which are critical for storm damage and hurricane strength.","ai_generated":true,"unit":"iai-000486#insight-3","date_modified":"2026-10-23"},{"text":"Based on 2006 demographic data, approximately 19 million people in the conterminous U.S. live in vulnerable areas less than 1 km from the coastline, and 12 million people live within a three-meter elevation along the coast.","ai_generated":true,"unit":"iai-000486#insight-4","date_modified":"2026-10-23"}],"climate_tags":["hurricane","sea surface temperature","La Niña","climate modeling"],"geography_discussed":["Cuba","Mexico"],"frame_perspective":[],"analysis_type":["proxy data analysis","climate modeling","demographic analysis"]},{"id":"commgmu-000116","url":"https://climateinsightsdirectory.org/document/commgmu-000116","title":"RACE, ETHNICITY and Public Responses to Climate Change","publisher":{"name":"Center for Climate Change Communication","organization":"center-for-climate-change-communication"},"document_type":"report","language":"en","date_published":"2010","source_url":"https://climatecommunication.gmu.edu/wp-content/uploads/2023/06/2010_04_Race-Ethnicity-and-Public-Responses-to-Climate-Change.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report finds that Hispanics, African Americans, and other minority groups are often as supportive of, or more supportive of, national climate and energy policies than white Americans, challenging the perception that climate change is primarily a concern of the white upper-middle class.","ai_generated":true,"unit":"commgmu-000116#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2008, there was broad-based support for most climate policies, with 92% of Americans supporting increased funding for renewable energy research, 85% supporting tax rebates for energy-efficient vehicles or solar panels, and 80% supporting the regulation of carbon dioxide as a pollutant.","ai_generated":true,"unit":"commgmu-000116#insight-1","date_modified":"2026-10-23"},{"text":"Minority groups frequently demonstrated stronger support for climate and energy policies than non-Hispanic whites, including support for policies that would incur personal costs.","ai_generated":true,"unit":"commgmu-000116#insight-2","date_modified":"2026-10-23"},{"text":"African Americans were the most likely group to support the regulation of carbon dioxide as a pollutant (89%), while Hispanics showed the highest level of strong support for this policy (40%).","ai_generated":true,"unit":"commgmu-000116#insight-3","date_modified":"2026-10-23"},{"text":"Support for an international treaty to cut carbon dioxide emissions by 90% by 2050 was particularly high among Hispanics (77%) and other racial/ethnic groups (76%).","ai_generated":true,"unit":"commgmu-000116#insight-4","date_modified":"2026-10-23"},{"text":"A follow-up survey in 2010 showed a general decline in support for several policies as the economy worsened, including a 14-point drop for renewable portfolio standards and a 9-point drop for carbon dioxide regulation, though large majorities still supported most measures.","ai_generated":true,"unit":"commgmu-000116#insight-5","date_modified":"2026-10-23"},{"text":"Public support for a gasoline tax was low across all groups, with only 33% of the general public supporting a 25 cent per gallon increase, although African Americans were slightly more supportive (43%) than the average.","ai_generated":true,"unit":"commgmu-000116#insight-6","date_modified":"2026-10-23"},{"text":"Financial constraints are a primary barrier to home energy efficiency improvements; for example, 56% of those who wanted to install attic insulation but probably would not cited an inability to afford it.","ai_generated":true,"unit":"commgmu-000116#insight-7","date_modified":"2026-10-23"},{"text":"Minority groups expressed higher levels of concern regarding the impact of global warming on themselves and their health compared to white Americans, as shown by average scores on a 7-point scale.","ai_generated":true,"unit":"commgmu-000116#insight-8","date_modified":"2026-10-23"},{"text":"There is a significant disparity in the perceived effectiveness of individual political action; for instance, only 2% of the national average viewed writing to government officials as 'highly effective' in prompting action on global warming.","ai_generated":true,"unit":"commgmu-000116#insight-9","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","wind power","carbon tax","carbon emission trading","energy efficiency","Renewable portfolio standard","green job","environmental justice"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["public opinion survey","demographic analysis"]},{"id":"eesi-000154","url":"https://climateinsightsdirectory.org/document/eesi-000154","title":"Energy Use in Mobile Homes","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"fact sheet","language":"en","date_published":"2009-06","source_url":"https://www.eesi.org/files/062509_mobile_factsheet.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies approximately 2 million mobile homes built before 1976 as the \"worst housing stock\" in the U.S., noting they are energy-inefficient and often house low-income, elderly, or disabled residents. It highlights that these structures are often ineligible for traditional weatherization programs and proposes the Energy Efficient Manufactured Housing Act of 2009 to provide rebates for ENERGY STAR qualified homes. The text details the differences between mobile, manufactured, and modular homes, and provides demographic data on residents of pre-1980 manufactured housing.","ai_generated":true,"unit":"eesi-000154#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Approximately 2 million mobile homes produced before 1976 remain in use across all 50 U.S. states, with the highest concentrations in the South (about 1 million units) and the West (about 750,000 units). These homes are described as \"energy sieves\" and are often inhabited by people near the poverty level.","ai_generated":true,"unit":"eesi-000154#insight-1","date_modified":"2026-10-23"},{"text":"Manufactured homes built before 1980 are significantly less energy efficient than other housing types, consuming an average of 84,316 BTUs per square foot, which is 53 percent more than all other home types. Because of their poor condition, traditional energy conservation and the Department of Energy’s Weatherization Assistance Program are generally not applicable.","ai_generated":true,"unit":"eesi-000154#insight-2","date_modified":"2026-10-23"},{"text":"The Energy Efficient Manufactured Housing Act of 2009 (H.R. 1749/S. 1320) proposes grants for state agencies to offer rebates up to $7,500 to low-income owners of pre-1976 mobile homes to purchase ENERGY STAR qualified manufactured homes that are at least 15 percent more efficient than minimum codes.","ai_generated":true,"unit":"eesi-000154#insight-3","date_modified":"2026-10-23"},{"text":"Demographic data shows that 55 percent of households in manufactured homes built before 1980 have incomes below 150% of the poverty level. In Tennessee, 91 percent of households in pre-1980 manufactured housing have incomes below the national median, while Alaska has the lowest such percentage at 59 percent.","ai_generated":true,"unit":"eesi-000154#insight-4","date_modified":"2026-10-23"},{"text":"ENERGY STAR qualified manufactured homes must be 15 percent more energy efficient than homes built to the minimum energy code, though they are often 20 to 30 percent more efficient. They achieve this through effective insulation, high-performance windows, tight construction and ducts, high-efficiency HVAC systems, and ENERGY STAR qualified lighting and appliances.","ai_generated":true,"unit":"eesi-000154#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","greenhouse gas emissions","affordable housing","energy poverty","climate policy"],"geography_discussed":["South","West","Kentucky","Maine","Montana","Florida","Texas","North Carolina","New Hampshire","Utah","Hawaii","Rhode Island","Tennessee","Arkansas","West Virginia","Missouri","Alaska","Connecticut"],"frame_perspective":[],"analysis_type":["policy analysis","demographic analysis"]},{"id":"sei-001287","url":"https://climateinsightsdirectory.org/document/sei-001287","title":"Growing Old in a Changing Climate","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2008","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/climateolderpeoplepolicybrief2008.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the relationship between the UK's ageing population and climate change, highlighting that while certain older age groups have high carbon footprints, they are also disproportionately vulnerable to extreme weather. It calls for integrated policies to improve energy efficiency in homes, enhance public transport, and involve older people in policy-making to ensure a sustainable and secure future.","ai_generated":true,"unit":"sei-001287#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Older people in the UK are categorized into three groups with varying carbon footprints: 'baby boomers' (aged 50–64) have the highest footprint at approximately 13.5 tonnes of CO2 per year, emitting 1.5 to 2.5 tonnes more than any other age group. 'Seniors' (aged 65–74) follow with approximately 12.1 tonnes per year, while 'elders' (aged 75 plus) have the highest climate impact per pound spent, largely because home heating represents 40 per cent of their carbon footprint.","ai_generated":true,"unit":"sei-001287#insight-1","date_modified":"2026-10-23"},{"text":"Older populations are more susceptible to the negative effects of climate change due to declining health, physical strength, and reduced capacity for independent coping. This vulnerability is evidenced by the August 2003 European heatwave, which caused an estimated 14,802 deaths in France and 2,139 excess deaths in England and Wales, primarily among elderly people.","ai_generated":true,"unit":"sei-001287#insight-2","date_modified":"2026-10-23"},{"text":"There is a lack of a coherent policy response in the UK regarding the interface between climate change and the ageing population. The document recommends the creation of an 'Older People and Climate Change Group' to develop a national policy framework that integrates sectoral and cross-sectoral approaches.","ai_generated":true,"unit":"sei-001287#insight-3","date_modified":"2026-10-23"},{"text":"To reduce carbon emissions and tackle fuel poverty, the document advocates for a government-funded program to retrofit the homes of those of retirement age to the highest energy efficiency standards.","ai_generated":true,"unit":"sei-001287#insight-4","date_modified":"2026-10-23"},{"text":"Older people express a willingness to contribute to climate solutions and believe that government, industry, and local authorities are responsible for taking action. A 2008 survey of people aged 50-plus in North Yorkshire found that 95 per cent believe the UK government is responsible for taking action.","ai_generated":true,"unit":"sei-001287#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon footprint","climate change adaptation","energy efficiency","energy poverty","public transport","extreme weather event"],"geography_discussed":["England","Wales","France","North Yorkshire","Germany","Switzerland","Denmark","Netherlands","European Union"],"frame_perspective":[],"analysis_type":["policy analysis","demographic analysis"]},{"id":"sei-001286","url":"https://climateinsightsdirectory.org/document/sei-001286","title":"Greening The Greys","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2007-02","source_url":"https://www.sei.org/mediamanager/documents/Publications/Future/ClimateChangeandOver50s.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that UK baby boomers (50-64) have the highest carbon footprint due to high spending on travel and consumption, while the oldest group (75+) has the highest climate impact per pound spent, primarily due to home heating. Despite general fear and motivation to act, older adults face barriers such as the cost of public transport and high capital costs for home energy efficiency.","ai_generated":true,"unit":"sei-001286#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Baby boomers (aged 50-64) possess the highest carbon footprint of any age group in the UK, emitting 13.52 tonnes of CO2 per capita per year, which is 1.5 to 2.5 tonnes more than other age groups.","ai_generated":true,"unit":"sei-001286#insight-1","date_modified":"2026-10-23"},{"text":"The carbon emissions of baby boomers are primarily driven by high spending on travel, including car dependency and holidays abroad, as well as eating out and consumables.","ai_generated":true,"unit":"sei-001286#insight-2","date_modified":"2026-10-23"},{"text":"Seniors (65-74) have the second highest carbon footprint at 12.10 tonnes of CO2 per capita per year, with home energy emissions 33 per cent higher than the national average.","ai_generated":true,"unit":"sei-001286#insight-3","date_modified":"2026-10-23"},{"text":"Elders (75+) have the highest climate impact per pound spent because carbon-intensive home heating represents 40 per cent of their total carbon footprint.","ai_generated":true,"unit":"sei-001286#insight-4","date_modified":"2026-10-23"},{"text":"A survey of over 50s in North Yorkshire indicates that 53.7 per cent feel 'fearful' of climate change, and 75 per cent believe the planet is already experiencing its consequences.","ai_generated":true,"unit":"sei-001286#insight-5","date_modified":"2026-10-23"},{"text":"While 72 per cent of over 50s feel motivated and 80 per cent believe they should personally take action, they express frustration over barriers such as the cost of public transport and the long payback periods for home energy efficiency investments.","ai_generated":true,"unit":"sei-001286#insight-6","date_modified":"2026-10-23"},{"text":"There is a strong consensus among the over 50s that the UK government and business sectors should provide stronger leadership and intervention to facilitate a low-carbon transition.","ai_generated":true,"unit":"sei-001286#insight-7","date_modified":"2026-10-23"}],"climate_tags":["carbon footprint","transportation","public transport","aviation","Residential heating"],"geography_discussed":["North Yorkshire","Yorkshire and the Humber","Harrogate","Hambleton"],"frame_perspective":[],"analysis_type":["demographic analysis","attitudinal survey","carbon accounting"]},{"id":"ucs-000844","url":"https://climateinsightsdirectory.org/document/ucs-000844","title":"2006 UCS Survey of Federal Climate Scientists","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"fact sheet","language":"en","date_published":"2006","source_url":"https://www.ucs.org/sites/default/files/2019-09/methodology-and-demographics.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The Union of Concerned Scientists (UCS) surveyed over 1,600 federal climate scientists in 2006 to investigate the state of climate research at U.S. federal agencies. The survey targeted agencies including NASA, NOAA, EPA, USGS, USDA, DOE, and DOD, using the National Center for Atmospheric Research (NCAR) as a non-federal control group to measure political interference. Out of the surveys mailed, 308 were completed (a 19 percent response rate), consisting of 279 from federal agencies and 29 from NCAR. The respondent pool was highly qualified, with 80 percent holding a Ph.D. and over half having more than 10 years of experience at their current agencies.","ai_generated":true,"unit":"ucs-000844#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The survey targeted scientists at seven primary federal agencies: the National Aeronautics and Space Administration, National Oceanic and Atmospheric Administration, U.S. Environmental Protection Agency, U.S. Geological Survey, U.S. Department of Agriculture, U.S. Department of Energy, and U.S. Department of Defense.","ai_generated":true,"unit":"ucs-000844#insight-1","date_modified":"2026-10-23"},{"text":"The National Center for Atmospheric Research (NCAR) was included as a control group because it is an independent agency that is \"shielded from government policies and restrictions,\" allowing UCS to quantify the level of political interference occurring at federal agencies.","ai_generated":true,"unit":"ucs-000844#insight-2","date_modified":"2026-10-23"},{"text":"The survey achieved a total response rate of 19 percent, with 308 completed surveys returned (279 from federal agencies and 29 from NCAR). Response rates varied by agency, ranging from a high of 25 percent at NCAR to a low of 16 percent at the Department of Defense (DOD).","ai_generated":true,"unit":"ucs-000844#insight-3","date_modified":"2026-10-23"},{"text":"The survey respondents were highly experienced and educated: 80 percent held a Ph.D., 40 percent had post-doctoral research experience, and more than 50 percent had over 10 years of experience at their current agencies (with 44 percent exceeding 15 years).","ai_generated":true,"unit":"ucs-000844#insight-4","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey methodology","demographic analysis"]},{"id":"commyale-000231","url":"https://climateinsightsdirectory.org/document/commyale-000231","title":"Understanding pro-climate voters in the United States","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://climatecommunication.yale.edu/wp-content/uploads/2024/06/climate-voter-data-tables.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The document presents a demographic breakdown of 896 registered U.S. voters, contrasting a group of 336 pro-climate voters with 560 other voters across categories such as age, education, income, race, urbanicity, region, and political affiliation.","ai_generated":true,"unit":"commyale-000231#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pro-climate voters are more likely to have a bachelor's degree or higher (49%) compared to all other voters (34%) and the total registered voter sample (40%).","ai_generated":true,"unit":"commyale-000231#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant disparity in party affiliation among pro-climate voters, with 50% identifying as Liberal Democrats, whereas only 4% identify as Conservative Republicans.","ai_generated":true,"unit":"commyale-000231#insight-2","date_modified":"2026-10-23"},{"text":"In terms of urbanicity, pro-climate voters are more likely to live in urban areas (29%) than all other voters (19%), and less likely to live in rural areas (18%) compared to all other voters (26%).","ai_generated":true,"unit":"commyale-000231#insight-3","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["demographic analysis"]},{"id":"commyale-000236","url":"https://climateinsightsdirectory.org/document/commyale-000236","title":"Who thinks people can affect what the government does about global warming?","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://climatecommunication.yale.edu/wp-content/uploads/2024/06/collective-political-efficacy-data-tables.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document provides data on collective political efficacy in the United States, measuring the confidence of various demographic and political groups in their ability to affect federal government action on global warming. Key findings show that confidence varies significantly by political affiliation, ethnicity, and the frequency of social discourse on the topic, with Democrats and Hispanic/Latino respondents reporting higher confidence than Republicans and White respondents.","ai_generated":true,"unit":"commyale-000236#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Among various demographic groups, Hispanic/Latino (63%) and Black (Non-Hispanic/Latino) (57%) individuals report the highest levels of confidence in collective political efficacy, while White (Non-Hispanic/Latino) individuals and Republicans report the lowest at 34% and 23% respectively.","ai_generated":true,"unit":"commyale-000236#insight-1","date_modified":"2026-10-23"},{"text":"There is a positive correlation between the frequency of hearing peers discuss global warming and collective political efficacy across the general population and specific political groups. For the total U.S. population, those who hear others talk about global warming \"once a month\" or more often have a confidence level of 54%, compared to 39% for those who hear it \"several times a year\" or less often.","ai_generated":true,"unit":"commyale-000236#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative analysis","demographic analysis"]},{"id":"earjust-002620","url":"https://climateinsightsdirectory.org/document/earjust-002620","title":"David J Mattson, Ph.D. Short Biography","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"statement","language":"en","date_published":null,"source_url":"https://earthjustice.org/wp-content/uploads/mattson20declaration.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document consists of a short biography of Dr. David J. Mattson, detailing his academic background and extensive research on large carnivores, particularly grizzly bears and mountain lions. It includes a comprehensive list of his publications and research projects focused on behavioral ecology, habitat suitability, and the intersection of science and conservation policy. Additionally, the document contains three figures analyzing Yellowstone grizzly bear population data, indicating a lack of population increase and a rise in mortalities and human-wildlife conflicts following the loss of whitebark pine.","ai_generated":true,"unit":"earjust-002620#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Dr. David Mattson has spent 30 years studying large carnivores, focusing on the integration of ecological data from pumas and grizzly bears into risk management, habitat, and demographic models.","ai_generated":true,"unit":"earjust-002620#insight-1","date_modified":"2026-10-23"},{"text":"Dr. Mattson's research interests encompass behavioral ecology, spatial models of habitat suitability, human-large carnivore relations, and the dynamics between science and conservation policy.","ai_generated":true,"unit":"earjust-002620#insight-2","date_modified":"2026-10-23"},{"text":"Analysis of the median estimate of females with cubs-of-the-year in the Yellowstone grizzly bear population shows no increase in population size, with data from 2007-2013 suggesting a declining rather than stable population.","ai_generated":true,"unit":"earjust-002620#insight-3","date_modified":"2026-10-23"},{"text":"Mortalities for both male and female Yellowstone grizzly bears increased substantially in recent years, coinciding with a period after the maximum loss of whitebark pine and without a corresponding increase in population size.","ai_generated":true,"unit":"earjust-002620#insight-4","date_modified":"2026-10-23"},{"text":"Conflicts and mortalities associated with human-provided meat and livestock increased dramatically following the period of significant whitebark pine loss in the ecosystem.","ai_generated":true,"unit":"earjust-002620#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["North America","Yukon","Arizona","Utah","Nevada","Montana","Idaho"],"frame_perspective":[],"analysis_type":["biographical","demographic analysis","ecological monitoring"]},{"id":"grelat-000111","url":"https://climateinsightsdirectory.org/document/grelat-000111","title":"Behind the Byline: Voices From Environmental Journalism","publisher":{"name":"GreenLatinos","organization":"greenlatinos"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.greenlatinos.org/wp-content/uploads/formidable/13/green2.0-and-sej-behind-the-bylines.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report finds that environmental journalism is predominantly White, straight, and cisgender, with a significant lack of people of color in leadership. While most environmental journalists of color agree that diversity is crucial for accurate coverage, they report high rates of burnout, experiences of racism, and a lack of support from leadership, suggesting that institutional interest in diversity, equity, and inclusion (DEI) has not translated into tangible workplace changes.","ai_generated":true,"unit":"grelat-000111#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Environmental journalism demographics do not reflect the general population, with White journalists making up 49% of the workforce in the newsroom survey, while people of color (POC) account for 14.5% to 19.5%. Data on sexual orientation and disability is largely missing from newsroom records, with 92.2% and 74.7% of outlets reporting 'Do not have data' for these categories respectively.","ai_generated":true,"unit":"grelat-000111#insight-1","date_modified":"2026-10-23"},{"text":"There is a stark disparity between the demographics of the general environmental journalism field and the specific population of environmental journalists of color (EJOCs). Among EJOCs, 35% identify as members of the LGBTQIA+ community and 8.8% identify as having a disability, figures significantly higher than the 2.5% and 3% reported in the broader newsroom survey.","ai_generated":true,"unit":"grelat-000111#insight-2","date_modified":"2026-10-23"},{"text":"Environmental journalists of color report a significant lack of representation in leadership, with nearly two-thirds stating they do not see leaders of color in their newsrooms. This is linked to feelings of being unsupported and a perception that White leadership is reluctant to share power.","ai_generated":true,"unit":"grelat-000111#insight-3","date_modified":"2026-10-23"},{"text":"A vast majority of EJOCs (over 95%) believe that a lack of diversity negatively impacts the coverage of environmental issues. However, they report that their perspectives as people of color are often tokenized or undervalued, with only about 40% feeling their specific POC perspective is valued.","ai_generated":true,"unit":"grelat-000111#insight-4","date_modified":"2026-10-23"},{"text":"Professional burnout is prevalent among EJOCs, with 80% reporting current or historical burnout. Contributing factors include low pay—with nearly half of EJOCs disagreeing that they earn a livable income—and experiences of racism, which were reported by two-thirds of EJOCs.","ai_generated":true,"unit":"grelat-000111#insight-5","date_modified":"2026-10-23"},{"text":"While 90.9% of surveyed news outlets have covered climate/environmental justice or environmental racism in the last six months, fewer than half utilize tools to support this coverage, such as source diversity tracking, multicultural style guides, or audits.","ai_generated":true,"unit":"grelat-000111#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate justice","environmental racism"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["demographic analysis","qualitative survey","workplace assessment"]},{"id":"issafri-001572","url":"https://climateinsightsdirectory.org/document/issafri-001572","title":"polbrief61_aug14-cc6c5148babdcb5f.pdf","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"policy brief","language":"en","date_published":null,"source_url":"https://issafrica.s3.amazonaws.com/site/uploads/PolBrief61_Aug14.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"This policy brief by the Institute for Security Studies analyzes voter participation and the outcomes of South Africa's May 2014 national and provincial elections. It highlights a steady decline in electoral participation since 1994, particularly among youth and rural populations, and examines the shifting political landscape as the African National Congress (ANC) faces reduced majorities in urban centers like Gauteng.","ai_generated":true,"unit":"issafri-001572#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Voter registration levels in 2014 were lower than official figures suggested due to outdated population data. While the Electoral Commission of South Africa (IEC) reported an 81% registration level based on 2011 census data, using 2013 population estimates of 32.7 million eligible voters reveals the actual registration level was 78%, meaning over 7 million people remained unregistered.","ai_generated":true,"unit":"issafri-001572#insight-1","date_modified":"2026-08-17"},{"text":"There is a significant registration gap among young voters. Eligible voters aged 18 to 29 comprised 34% of the voting age population (10.9 million people), but only 6.4 million were registered. Registration for the 18-19 age group was only 33%, and for the 18-29 group, it was 59%, which is noticeably lower than older age groups.","ai_generated":true,"unit":"issafri-001572#insight-2","date_modified":"2026-08-17"},{"text":"Voter turnout has declined over two decades. Turnout as a proportion of the voting-age population fell from 86% in 1994 to 57% in 2014. In the 2014 elections, the turnout of registered voters was 73%, a 4% decrease compared to the 77% turnout seen in the previous two elections.","ai_generated":true,"unit":"issafri-001572#insight-3","date_modified":"2026-08-17"},{"text":"A shift in turnout patterns indicates that urban voters are more mobilized than rural voters. In 2014, the highest turnout rates were in populous provinces with large urban centers—Gauteng, KwaZulu-Natal, and the Western Cape—while rural voters withdrew at higher rates due to disillusionment and a lack of visible opposition alternatives to the ANC.","ai_generated":true,"unit":"issafri-001572#insight-4","date_modified":"2026-08-17"},{"text":"The 2014 national election results showed a decisive but diminished victory for the ANC, which won 62.2% of the vote and 249 seats. The Democratic Alliance (DA) secured 22.2% of the vote (89 seats), and the Economic Freedom Fighters (EFF) established itself as the third-largest party with 6.4% of the vote (25 seats).","ai_generated":true,"unit":"issafri-001572#insight-5","date_modified":"2026-08-17"},{"text":"The ANC's hold on Gauteng province became precarious in 2014, as its share of the vote dropped from 64.0% to 53.6%, retaining the province by only a small margin. This is attributed to the province being a diverse, urbanized economic hub where the DA and EFF gained more traction.","ai_generated":true,"unit":"issafri-001572#insight-6","date_modified":"2026-08-17"},{"text":"Gender representation in the national parliament declined in 2014. Women made up 42% of members of parliament (166 members), down from 45% in 2009. This decline is linked to the ANC losing seats and the fact that no other party uses a gender quota.","ai_generated":true,"unit":"issafri-001572#insight-7","date_modified":"2026-08-17"},{"text":"The author recommends introducing an automatic voter registration system to address youth registration, using the latest Statistics South Africa population estimates for VAP calculations, and implementing a 1% threshold in the proportional representation system to limit the proliferation of small parties.","ai_generated":true,"unit":"issafri-001572#insight-8","date_modified":"2026-08-17"}],"climate_tags":[],"geography_discussed":["Gauteng","KwaZulu-Natal","Eastern Cape","Western Cape","Free State","Mpumalanga","Limpopo","North West","Northern Cape"],"frame_perspective":[],"analysis_type":["electoral analysis","demographic analysis","policy recommendation"]},{"id":"prio-001182","url":"https://climateinsightsdirectory.org/document/prio-001182","title":"Integrering og migrasjonsrelatert mangfold","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"no","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/97835ef4-2a31-46a4-9097-b11f4bc25a75/9788202899028_kap_36.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The text explores integration as a two-way process between immigrants and the host society, contrasting assimilation with multiculturalism. It discusses the challenges of inclusion and racialization in Norway, provides a population-geographical analysis of Norway's diverse demographic composition, and introduces the concept of 'super-diversity' to describe the complex, layered diversity found in large cities.","ai_generated":true,"unit":"prio-001182#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Integration is ideally understood as a two-way process where both the immigrants and the receiving society actively participate, meaning the act of incorporating new people necessarily changes the society that incorporates them.","ai_generated":true,"unit":"prio-001182#insight-1","date_modified":"2026-10-23"},{"text":"Historically, two ideal-typical approaches to integration have emerged: assimilation, where newcomers are expected to adapt and 'become like us' (the 'melting pot'), and multiculturalism, which accepts that differences persist while aiming for equal treatment through specific minority rights (the 'salad bowl').","ai_generated":true,"unit":"prio-001182#insight-2","date_modified":"2026-10-23"},{"text":"In Norway, integration processes differ by migrant status: refugees have structured programs requiring language learning and social knowledge, whereas labor migrants have largely had to manage on their own, although there is recent official recognition that language training should be a shared responsibility.","ai_generated":true,"unit":"prio-001182#insight-3","date_modified":"2026-10-23"},{"text":"Despite anti-discrimination laws, discrimination based on appearance remains a reality in Norway, with individuals with visible minority backgrounds—including those born and raised in Norway—experiencing more frequent mistreatment in public spaces than those with invisible backgrounds.","ai_generated":true,"unit":"prio-001182#insight-4","date_modified":"2026-10-23"},{"text":"Population data for 2025 indicates that approximately one-third of the Norwegian population has migration in their history, with 68% of the population consisting of people born in Norway with two Norwegian-born parents and four Norwegian-born grandparents.","ai_generated":true,"unit":"prio-001182#insight-5","date_modified":"2026-10-23"},{"text":"The concept of 'super-diversity' describes the layered and complex diversity in large cities, where people differ across multiple axes beyond just migration, such as religion, class, and education; this is illustrated by a 2016 study in Melbourne showing some districts had between 55 and 68 different religious identities.","ai_generated":true,"unit":"prio-001182#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate migration"],"geography_discussed":["London","Melbourne","Australia","United States"],"frame_perspective":[],"analysis_type":["theoretical analysis","demographic analysis"]}]}