{"query_echo":{"q":"","filters":{"analysis_type":["Survey"]},"warnings":[]},"total":{"value":189,"relation":"eq"},"page":7,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Survey&page=7","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Survey&page=8","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-002803","url":"https://climateinsightsdirectory.org/document/iisd-002803","title":"Education for Sustainable Development at Manitoba Colleges and Universities","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2013-04","source_url":"https://www.iisd.org/system/files/publications/education_sd_mb_colleges_universities.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the state of Education for Sustainable Development (ESD) in Manitoba's post-secondary institutions through presidential interviews and surveys. It identifies five primary institutional orientations toward ESD: community embeddedness, principles-and-values-infused, industry-based focus, strategic innovation, and responsiveness to stakeholders. While many institutions have implemented waste reduction, sustainable purchasing, and energy management programs, significant barriers remain, including financial constraints and the challenge of integrating sustainability into curricula due to academic freedom. The report concludes that Manitoba's higher education sector is more active in ESD than previously anticipated, providing a foundation to support the province's transition to a green economy.","ai_generated":true,"unit":"iisd-002803#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Post-secondary institutions in Manitoba exhibit five distinct orientations toward ESD: community embeddedness (linked to community success), principles- and values-infused (common in faith-based institutions), industry-based focus (meeting green skill demands), strategic innovation (using ESD for organizational development), and responsiveness to stakeholders (driven by student and faculty interest).","ai_generated":true,"unit":"iisd-002803#insight-1","date_modified":"2026-10-23"},{"text":"Most surveyed institutions have established foundational sustainability structures, including multistakeholder task forces, waste-reduction plans, sustainable-purchasing strategies, and sustainable-foods strategies.","ai_generated":true,"unit":"iisd-002803#insight-2","date_modified":"2026-10-23"},{"text":"Campus operations show significant progress in environmental management: 89% of institutions have implemented efficiency standards for new buildings or retrofits, and over half have introduced new energy management programs to reduce greenhouse gas emissions in the last three years.","ai_generated":true,"unit":"iisd-002803#insight-3","date_modified":"2026-10-23"},{"text":"Waste management performance at these institutions exceeds local municipal levels; the average diversion rate for institutions with waste reduction plans is 37%, compared to 15% for the City of Winnipeg.","ai_generated":true,"unit":"iisd-002803#insight-4","date_modified":"2026-10-23"},{"text":"Integration of sustainability into the curriculum is hindered by the tradition of academic freedom and the decentralized nature of university departments, though some institutions report that 15% to 20% of their courses are sustainability-focused or related.","ai_generated":true,"unit":"iisd-002803#insight-5","date_modified":"2026-10-23"},{"text":"There is a gap between academic attainment and career guidance; while nearly 25% of graduates from reporting institutions hold degrees with sustainability learning outcomes, only two institutions provide specific career guidance for 'green jobs'.","ai_generated":true,"unit":"iisd-002803#insight-6","date_modified":"2026-10-23"},{"text":"Sustainability research is not systematically tracked at most institutions, although on average, 27% of faculty engaged in research are involved in sustainability-related work.","ai_generated":true,"unit":"iisd-002803#insight-7","date_modified":"2026-10-23"},{"text":"The primary barriers to advancing ESD in Manitoba's post-secondary sector are financial constraints, a lack of dedicated personnel, and a lack of shared understanding regarding terminology like 'Green Economy' and 'Education for Sustainable Development'.","ai_generated":true,"unit":"iisd-002803#insight-8","date_modified":"2026-10-23"}],"climate_tags":["green economy","greenhouse gas emissions","renewable energy","sustainable procurement","green building","climate change"],"geography_discussed":["Canada","World"],"frame_perspective":[],"analysis_type":["institutional assessment","survey","interviews"]},{"id":"wacc-000146","url":"https://climateinsightsdirectory.org/document/wacc-000146","title":"Faith Leaders and HIV Stigma Reduction in Africa: Good Practices Collection","publisher":{"name":"World Association for Christian Communication","organization":"world-association-for-christian-communication"},"document_type":"report","language":"en","date_published":"2013-04","source_url":"https://new.waccglobal.org/wp-content/uploads/wacc-global/Faith-Leaders-2013.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report identifies effective strategies used by faith-based organizations across Africa to combat HIV stigma. It categorizes interventions into knowledge sharing, upliftment, and advocacy, while emphasizing the critical role of faith leaders as community change agents. Through eight case studies, the document highlights that sustainable stigma reduction requires long-term commitment, the inclusion of people living with HIV in leadership, and the use of personal testimonies over purely theoretical training.","ai_generated":true,"unit":"wacc-000146#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Faith leaders are identified as essential catalysts for stigma reduction because they serve as \"community-based resources, role models and change makers\" within their congregations and wider communities.","ai_generated":true,"unit":"wacc-000146#insight-1","date_modified":"2026-10-23"},{"text":"Effective anti-stigma interventions generally fall into three categories: knowledge sharing (education), upliftment (physical and mental support to increase self-worth), and advocacy (lobbying and public awareness).","ai_generated":true,"unit":"wacc-000146#insight-2","date_modified":"2026-10-23"},{"text":"The inclusion of people living with HIV (PLHIV) in program leadership is described as vital for ensuring programs meet actual needs, alongside the creation of safe spaces for respectful and confidential sharing.","ai_generated":true,"unit":"wacc-000146#insight-3","date_modified":"2026-10-23"},{"text":"Experiential learning, such as hearing real-life stories and personal testimonies, is often more transformative and effective than abstract or purely theoretical training.","ai_generated":true,"unit":"wacc-000146#insight-4","date_modified":"2026-10-23"},{"text":"Stigma reduction is a long-term process; the report notes that the impact of workshops can deteriorate over time and that addressing stigma \"cannot be short term and must be pursued over long periods of time\".","ai_generated":true,"unit":"wacc-000146#insight-5","date_modified":"2026-10-23"},{"text":"Livelihood vulnerability is identified as a significant barrier to the successful implementation of HIV projects.","ai_generated":true,"unit":"wacc-000146#insight-6","date_modified":"2026-10-23"},{"text":"The report observes that even religious leaders can perpetuate stigma, and a sound theological understanding is necessary to counteract views that HIV is a result of sin or punishment.","ai_generated":true,"unit":"wacc-000146#insight-7","date_modified":"2026-10-23"},{"text":"The World Council of Churches' EHAIA program reported substantial evidence of changed attitudes and the mainstreaming of HIV/AIDS into theological curricula across 42 African countries between 2002 and 2009.","ai_generated":true,"unit":"wacc-000146#insight-8","date_modified":"2026-10-23"}],"climate_tags":["human rights"],"geography_discussed":["South Africa","Nigeria","Zambia","Democratic Republic of the Congo","Uganda","Sierra Leone","Burkina Faso","Mozambique","Zimbabwe","United States"],"frame_perspective":[],"analysis_type":["case study","best practice review","survey"]},{"id":"sei-002504","url":"https://climateinsightsdirectory.org/document/sei-002504","title":"Broadening Horizons: Business Engagement with Climate Change in 2007 and Today","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2013","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-3C-PR-2013-Business-Climate-Broadening-Horizons.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while public attention to climate change waned after 2009, businesses have increasingly internalized climate concerns, shifting from a focus on mitigation to a broader approach encompassing adaptation and business resilience. Cost savings remain the primary driver for action, though investor pressure and consumer preferences are rising. The document highlights that physical climate risks are becoming real-world impacts, as evidenced by the 2011 Bangkok floods and 2012 U.S. weather extremes. Furthermore, businesses are expanding their focus to include water scarcity and biodiversity loss as critical risks to operational resilience.","ai_generated":true,"unit":"sei-002504#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Despite a decline in general public and media attention to climate change after the 2009 Copenhagen COP, businesses have increasingly internalized the issue. Survey data indicates that 33% of respondents consider climate change more important now than in 2007, and 47% view it as equally important.","ai_generated":true,"unit":"sei-002504#insight-1","date_modified":"2026-10-23"},{"text":"Cost reduction is the most powerful driver for corporate climate action, and its importance increased between 2007 and 2012. However, the report notes that companies driven primarily by economic factors may do less overall to curb emissions compared to those motivated by new revenue opportunities or customer preferences.","ai_generated":true,"unit":"sei-002504#insight-2","date_modified":"2026-10-23"},{"text":"Investor pressure is an increasing driver of business action, exemplified by the Carbon Disclosure Project (CDP), which represents 655 investors with $78 billion USD in assets. Regulatory requirements, such as the UK's Climate Change Act 2008 and U.S. SEC guidance from 2010, have further pushed companies to disclose material climate risks.","ai_generated":true,"unit":"sei-002504#insight-3","date_modified":"2026-10-23"},{"text":"Regulatory uncertainty and the lack of clear policy frameworks act as significant barriers to investment in emissions reductions. Some businesses report that the low price of permits in the EU Emissions Trading System (EU ETS) has reduced its effectiveness as an incentive for mitigation.","ai_generated":true,"unit":"sei-002504#insight-4","date_modified":"2026-10-23"},{"text":"Corporate activities have shifted toward supply chain management, with a significant increase in companies asking their suppliers to reduce emissions. In 2007, only four surveyed companies did this, increasing to 10 by 2012, with 17 intending to do so in the future.","ai_generated":true,"unit":"sei-002504#insight-5","date_modified":"2026-10-23"},{"text":"Business perspectives are shifting from a primary focus on mitigation to a more balanced approach that includes adaptation and 'business resilience'. This is driven by the realization that physical climate risks are current concerns; 37% of Global 500 companies now view physical risks as a current rather than future concern.","ai_generated":true,"unit":"sei-002504#insight-6","date_modified":"2026-10-23"},{"text":"Extreme weather events have provided concrete evidence of business vulnerability. The 2011 Bangkok floods caused an estimated $46 billion USD in total economic losses, with the manufacturing sector losing roughly $32 billion USD, disrupting global supply chains for electronics and automobiles.","ai_generated":true,"unit":"sei-002504#insight-7","date_modified":"2026-10-23"},{"text":"The U.S. experienced severe climate-related economic shocks in 2012, including a drought affecting 80% of agricultural land and Hurricane Sandy, which caused $25 billion USD in insured losses. In total, the U.S. accounted for 67% of the $160 billion USD in global natural disaster-related losses for 2012.","ai_generated":true,"unit":"sei-002504#insight-8","date_modified":"2026-10-23"},{"text":"Businesses are increasingly recognizing non-climate environmental issues as critical risks. Water scarcity is identified as a major growing risk, with global freshwater demand expected to exceed supply by 40% by 2030. Awareness of biodiversity loss as a business risk has also increased significantly.","ai_generated":true,"unit":"sei-002504#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","climate change adaptation","greenhouse gas emissions","European Union Emission Trading Scheme 1","water scarcity","biodiversity loss","climate finance","low-carbon economy"],"geography_discussed":["United States","Thailand","European Union","United Kingdom","Bangkok"],"frame_perspective":[],"analysis_type":["comparative analysis","case study","survey"]},{"id":"commyale-000020","url":"https://climateinsightsdirectory.org/document/commyale-000020","title":"Willingness-to-Pay and Policy Instrument Choice","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"research paper","language":"en","date_published":"2012-12-15","source_url":"https://climatecommunication.yale.edu/publications/willingness-to-pay-and-policy-instrument-choice/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"A survey of 2,034 American adults found an average annual willingness-to-pay (WTP) of $79 to $89 to reduce domestic greenhouse-gas emissions by 17 percent by 2020. The study found that mean WTP does not vary significantly between cap-and-trade, carbon taxes, or GHG regulations, although sociodemographic factors and beliefs about global warming influence individual WTP levels.","ai_generated":true,"unit":"commyale-000020#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Based on a survey of 2,034 American adults, the average household willingness-to-pay (WTP) to reduce domestic greenhouse-gas (GHG) emissions by 17 percent by 2020 is between $79 and $89 per year, with conservative estimates remaining at or above $60 per year.","ai_generated":true,"unit":"commyale-000020#insight-1","date_modified":"2026-10-23"},{"text":"The mean willingness-to-pay does not differ substantially regardless of whether the policy instrument is a carbon tax, a GHG regulation, or a cap-and-trade program.","ai_generated":true,"unit":"commyale-000020#insight-2","date_modified":"2026-10-23"},{"text":"Willingness-to-pay is influenced by sociodemographic factors: higher education increases WTP across all instruments; higher household income increases WTP for carbon taxes and GHG regulations; and older individuals have lower WTP for carbon taxes and GHG regulations. Republicans and those with no party affiliation show significantly lower WTP across all instruments, though many of these differences diminish when controlling for beliefs about whether global warming is occurring.","ai_generated":true,"unit":"commyale-000020#insight-3","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","carbon tax","climate policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative","survey"]},{"id":"iisd-002205","url":"https://climateinsightsdirectory.org/document/iisd-002205","title":"Technical–Vocational Education for Sustainable Development in Manitoba","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2012-10","source_url":"https://www.iisd.org/system/files/publications/technical_vocational_education_sd_mb.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report examines the integration of Education for Sustainable Development (ESD) within technical-vocational education and training (TVET) in Manitoba, Canada. It identifies promising practices, such as the development of a new alternative energy program and the inclusion of sustainability outcomes in curricula, while highlighting significant barriers including lack of funding for green equipment, insufficient teacher training, and a gap in provincial-level policy guidance. The report suggests strengthening partnerships with industry to identify green skill demands and expanding professional development for educators to better prepare students for a green economy.","ai_generated":true,"unit":"iisd-002205#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Manitoba Education is implementing a 'whole school' approach to ESD, where the physical school environment serves as a model for sustainability. This includes requiring all public buildings, including schools, to be built to the LEED silver standard and implementing divisional changes such as high-efficiency lighting and low-flow toilets.","ai_generated":true,"unit":"iisd-002205#insight-1","date_modified":"2026-08-17"},{"text":"The Technical-Vocational Initiative (TVI) is leading a curriculum renewal process to integrate sustainability into approximately 50 TVET subject areas. As of 2012, draft curricula for seven subject areas (61 full credit courses) were completed, each including overall sustainability goals and specific learning outcomes covering environmental, social, and economic sustainability.","ai_generated":true,"unit":"iisd-002205#insight-2","date_modified":"2026-08-17"},{"text":"A new eight-course program in Alternative Energy was developed for W.C. Miller Collegiate in the Red River Technical-Vocational Area (RRTVA), starting in September 2012. This 'exposure-level' program aims to provide entry-level skills for renewable energy jobs and was developed with an industry advisory board and insights from bioenergy sites in Lower Saxony, Germany.","ai_generated":true,"unit":"iisd-002205#insight-3","date_modified":"2026-08-17"}],"climate_tags":["education for sustainable development","green economy","technical and vocational education and training","green skills","renewable energy"],"geography_discussed":["Germany","People's Republic of China","Kenya","Alberta","British Columbia","Nunavut","Yukon"],"frame_perspective":[],"analysis_type":["Case Study","Survey","Policy Review"]},{"id":"clipolin-000796","url":"https://climateinsightsdirectory.org/document/clipolin-000796","title":"Public Climate Finance: A Survey of Systems to Monitor and Evaluate Climate Finance Effectiveness","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2012-07","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2012/07/Public-Climate-Finance-Survey.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines M&E frameworks across eight intermediaries—including the World Bank, ADB, and GEF—finding that while results-based management is common, rigorous and consistent methods to evaluate transformative climate impacts are still lacking. It highlights the need for core indicators, real-time evaluations, and a shift from project-level to portfolio-based assessments to improve transparency and learning.","ai_generated":true,"unit":"clipolin-000796#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Intermediaries are generally striving to improve M&E tools, but there is a persistent need for more rigorous and consistent methods to evaluate transformative impacts.","ai_generated":true,"unit":"clipolin-000796#insight-1","date_modified":"2026-10-23"},{"text":"The UNFCCC reporting framework currently lacks the transparency and comparability needed to assess whether provided finance is received and effective, though it could serve as a strong platform if fully developed.","ai_generated":true,"unit":"clipolin-000796#insight-2","date_modified":"2026-10-23"},{"text":"The World Bank Group (WBG) has a strong commitment to results, yet many projects in 'hard sectors' like energy fail to report economic rates of return at closing, and impact evaluations are often insufficient.","ai_generated":true,"unit":"clipolin-000796#insight-3","date_modified":"2026-10-23"},{"text":"The Climate Investment Funds (CIF) utilize investment criteria and results frameworks that could serve as a best practice for other organizations by streamlining M&E through a core group of indicators.","ai_generated":true,"unit":"clipolin-000796#insight-4","date_modified":"2026-10-23"},{"text":"The Global Environmental Facility (GEF) has implemented a System for Transparent Allocation of Resources (STAR) to prioritize funding based on a country's potential for global environmental benefits and implementation capacity.","ai_generated":true,"unit":"clipolin-000796#insight-5","date_modified":"2026-10-23"},{"text":"KfW Entwicklungsbank employs a rigorous post-project evaluation system using a stratified random representative sample of projects, though it lacks a formal process to implement management responses to findings.","ai_generated":true,"unit":"clipolin-000796#insight-6","date_modified":"2026-10-23"},{"text":"The Agence Française de Développement (AFD) uses a carbon footprint tool for pre-project assessment, but it does not systematically assess carbon footprints after project completion.","ai_generated":true,"unit":"clipolin-000796#insight-7","date_modified":"2026-10-23"},{"text":"Norway's International Climate and Forest Initiative (NICFI) demonstrates the value of real-time evaluations to provide early feedback and facilitate corrections during implementation, particularly for policy advocacy.","ai_generated":true,"unit":"clipolin-000796#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","multilateral development bank","greenhouse gas emissions","climate change mitigation","climate change adaptation","Reducing emissions from deforestation and forest degradation"],"geography_discussed":["Norway","Germany","France","Brazil"],"frame_perspective":[],"analysis_type":["survey","comparative analysis"]},{"id":"iisd-003254","url":"https://climateinsightsdirectory.org/document/iisd-003254","title":"Measuring the Performance and Impact of Community Indicators Systems: Insights on frameworks and examples of key performance indicators","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2012-06","source_url":"https://www.iisd.org/system/files/publications/measuring_performance_communtiy_indicators.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines how community indicator systems (CISs) measure their performance and impact. Through a survey of 25 CISs, the authors identify common KPIs and suggest the use of results-based management frameworks to better organize these metrics. The study highlights a gap in research regarding the actual impact of CISs on community well-being and recommends increased sharing of best practices through networks like the Community Indicators Consortium.","ai_generated":true,"unit":"iisd-003254#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A survey of 25 community indicator systems (CISs) across the United States, Canada, Australia, and the United Kingdom revealed that 13 responded, and of those, nine were actively tracking KPIs to measure program performance and community impact.","ai_generated":true,"unit":"iisd-003254#insight-1","date_modified":"2026-10-23"},{"text":"The study identified 38 different examples of KPIs, which cluster into seven broad categories: website statistics, citations in media and publications, event participation/subscriptions/inquiries, training and assistance provided, comments and anecdotes, indicator use, and policy/community action.","ai_generated":true,"unit":"iisd-003254#insight-2","date_modified":"2026-10-23"},{"text":"Most CISs focus on KPIs that are easier to measure, such as website hits and media citations, while fewer track more complex outcomes like indicator usage or specific policy changes, often due to limited time and resources.","ai_generated":true,"unit":"iisd-003254#insight-3","date_modified":"2026-10-23"},{"text":"The report argues that KPIs are most effective when organized within results-based management frameworks, such as the Government of Canada's framework or IISD's 'spectrum of policy impact', which categorize impacts from passive (receiving information) to active (observed policy change).","ai_generated":true,"unit":"iisd-003254#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant lack of research on the actual impact of CISs on community well-being and a need for better sharing of M&E best practices through networks such as the Canadian Sustainability Indicators Network (CSIN) and the Community Indicators Consortium (CIC).","ai_generated":true,"unit":"iisd-003254#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Winnipeg","United States","Canada","Australia","United Kingdom"],"frame_perspective":[],"analysis_type":["exploratory study","survey"]},{"id":"commyale-000152","url":"https://climateinsightsdirectory.org/document/commyale-000152","title":"Americans’ Global Warming Beliefs and Attitudes in March 2012","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"executive summary","language":"en","date_published":"2012-05-15","source_url":"https://climatecommunication.yale.edu/publications/americans-global-warming-beliefs-and-attitudes-in-march-2012/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"A March 2012 survey by the Yale Program on Climate Change Communication found that 66% of Americans believe global warming is occurring, though belief that it is human-caused dropped to 46%. The public overestimated the level of disbelief in global warming, and trust in political figures varied significantly, with 47% trusting President Obama and 21% trusting Mitt Romney as information sources.","ai_generated":true,"unit":"commyale-000152#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In March 2012, 66% of Americans believed global warming was happening, representing a 3% increase from November 2011. However, the percentage of people who attributed global warming to human activities fell from 50% to 46%.","ai_generated":true,"unit":"commyale-000152#insight-1","date_modified":"2026-10-23"},{"text":"There is a gap between actual and perceived disbelief in global warming in the United States; while only 14% of respondents stated they do not believe global warming is happening, they estimated that 21% of Americans hold that view.","ai_generated":true,"unit":"commyale-000152#insight-2","date_modified":"2026-10-23"},{"text":"Trust in political figures as sources of global warming information differed sharply: 47% of respondents trusted President Obama, while only 21% trusted Mitt Romney. Trust in Romney declined by 5 points since November 2011, and \"strong distrust\" of him rose by 8 points to 39%.","ai_generated":true,"unit":"commyale-000152#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change communication"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey"]},{"id":"ucs-000651","url":"https://climateinsightsdirectory.org/document/ucs-000651","title":"Measuring Progress on Scientific Integrity","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2012-03","source_url":"https://www.ucs.org/sites/default/files/2019-09/fda-survey-report-2011.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report finds that while FDA scientists express increased confidence in agency leadership and a general improvement in protecting public health compared to 2006, significant challenges remain. These include persistent political and commercial interference in regulatory decisions, uncertainty regarding the right to publish research or speak to the press, and a perceived decline in the consistency between agency actions and scientific findings.","ai_generated":true,"unit":"ucs-000651#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"FDA scientists show increased confidence in agency leadership and mission effectiveness compared to 2006. Specifically, 743 respondents agreed the agency is acting effectively to protect public health (a 25% increase), 652 agreed the agency is moving in the right direction (more than double the 2006 figure), and 679 expressed respect for the integrity and professionalism of overall leadership (a 25% increase).","ai_generated":true,"unit":"ucs-000651#insight-1","date_modified":"2026-10-23"},{"text":"There is significant uncertainty and fear regarding professional communication. 443 respondents did not know if they were allowed to publish work in peer-reviewed journals regardless of controversy, and 398 were unaware of their right to speak to the news media and public about their research findings. Additionally, 244 respondents felt they could not express concerns about mission-driven work without fear of retaliation.","ai_generated":true,"unit":"ucs-000651#insight-2","date_modified":"2026-10-23"},{"text":"Political and commercial interests continue to exert excessive influence on regulatory decisions. 55% of respondents believe political influence is \"too high,\" and 40% believe business influence is \"too high.\" Furthermore, 214 scientists felt business interests had \"a lot of weight\" in final decisions, while 265 felt political interests had \"a lot of weight.\"","ai_generated":true,"unit":"ucs-000651#insight-3","date_modified":"2026-10-23"},{"text":"Scientists reported direct interference in their work within the past year, including instances where public health was harmed by businesses withholding safety information (309 scientists), and cases where members of Congress (253 scientists) or corporate interests (238 scientists) forced the modification or withdrawal of policies designed to protect consumers.","ai_generated":true,"unit":"ucs-000651#insight-4","date_modified":"2026-10-23"},{"text":"There is a perceived decline in the utilization of scientific expertise and the consistency of agency actions with science. The number of respondents who felt the FDA makes use of the best judgments of its scientific staff decreased by 10% since 2006, and the number who agreed that determinations are consistent with scientific findings decreased by 12%.","ai_generated":true,"unit":"ucs-000651#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies a \"significant revolving door\" at the agency, noting that 219 respondents—nearly a quarter of the survey group—had previously worked for a regulated industry or a group representing such an industry.","ai_generated":true,"unit":"ucs-000651#insight-6","date_modified":"2026-10-23"}],"climate_tags":["public health"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey"]},{"id":"commgmu-000174","url":"https://climateinsightsdirectory.org/document/commgmu-000174","title":"American Meteorological Society Member Survey on Global Warming: Preliminary Findings","publisher":{"name":"Center for Climate Change Communication","organization":"center-for-climate-change-communication"},"document_type":"report","language":"en","date_published":"2012-02-12","source_url":"https://climatecommunication.gmu.edu/wp-content/uploads/2023/06/February-2012-American-Meteorological-Society-Member-Survey-on-Global-Warming-Preliminary-Findings.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report details a 2011 survey of AMS members, finding that 89% believe global warming is happening and 59% attribute it primarily to human activity. While 53% perceive internal conflict within the society, a majority support the AMS playing an active role in educating the public and policy makers.","ai_generated":true,"unit":"commgmu-000174#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A vast majority of survey respondents (89%) believe global warming is occurring, with 41% being 'Extremely sure' and 33% 'Very sure'.","ai_generated":true,"unit":"commgmu-000174#insight-1","date_modified":"2026-10-23"},{"text":"Among those who acknowledge global warming, 59% identify human activity as the primary cause, while 11% believe it is caused by both human activity and natural events in roughly equal amounts.","ai_generated":true,"unit":"commgmu-000174#insight-2","date_modified":"2026-10-23"},{"text":"Respondents generally view global warming as a threat, with 76% stating that if left unaddressed over the next 100 years, it will be 'very harmful' (38%) or 'somewhat harmful' (38%) to society.","ai_generated":true,"unit":"commgmu-000174#insight-3","date_modified":"2026-10-23"},{"text":"There is a perceived internal divide within the AMS, with 53% of respondents indicating that conflict exists regarding global warming. Of those who see conflict, 26% view it as primarily unproductive and 27% view it as both productive and unproductive.","ai_generated":true,"unit":"commgmu-000174#insight-4","date_modified":"2026-10-23"},{"text":"There is strong support for the AMS to engage in external communication, with 82% of respondents supporting a role in educating the public and 85% supporting a role in educating policy makers.","ai_generated":true,"unit":"commgmu-000174#insight-5","date_modified":"2026-10-23"},{"text":"The survey sample consisted of 1,862 respondents (a minimum response rate of 26.4% of the 7,062 valid voting members), who were predominantly male (85%), PhD-educated (52%), and identified as liberal (48%) more often than conservative (21%).","ai_generated":true,"unit":"commgmu-000174#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change communication","climate change mitigation","climate change adaptation","obsidian"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey"]},{"id":"commgmu-000224","url":"https://climateinsightsdirectory.org/document/commgmu-000224","title":"Americans’ Actions to Limit Global Warming in September 2012","publisher":{"name":"Center for Climate Change Communication","organization":"center-for-climate-change-communication"},"document_type":"report","language":"en","date_published":"2012","source_url":"https://climatecommunication.gmu.edu/wp-content/uploads/2023/06/September-2012-Americans-Actions-to-Limit-Global-Warming.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report analyzes a nationally representative survey of 1,061 American adults to track behaviors related to global warming. Key findings include a majority of Americans setting winter thermostats to 68 degrees or cooler and an increase in the adoption of compact fluorescent light bulbs (CFLs). While some consumer activism exists—such as rewarding or punishing companies based on their climate actions—citizen engagement through government contact or donations remains low. Additionally, the report finds that many Americans have friends with differing views on global warming, yet most feel comfortable discussing the topic with those who disagree.","ai_generated":true,"unit":"commgmu-000224#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A majority of Americans (53%) report that they \"always\" or \"often\" set their winter thermostat to 68 degrees or cooler, though this is a decrease from the 62% reported in November 2008.","ai_generated":true,"unit":"commgmu-000224#insight-1","date_modified":"2026-10-23"},{"text":"The adoption of compact fluorescent light bulbs (CFLs) has increased, with 57% of Americans reporting that most or all of their home's bulbs are CFLs, compared to 40% in November 2008.","ai_generated":true,"unit":"commgmu-000224#insight-2","date_modified":"2026-10-23"},{"text":"Americans have shown a decline in confidence regarding the impact of individual energy-saving actions; only 32% believe such actions will reduce their personal contribution to global warming, a 16-point drop since 2008.","ai_generated":true,"unit":"commgmu-000224#insight-3","date_modified":"2026-10-23"},{"text":"Consumer activism is present, with 32% of Americans rewarding companies for steps to reduce global warming by purchasing their products and 24% punishing companies that oppose such steps by not purchasing them.","ai_generated":true,"unit":"commgmu-000224#insight-4","date_modified":"2026-10-23"},{"text":"Direct citizen action remains low, with only 12% of Americans contacting a government official about global warming and 15% volunteering or donating to related organizations.","ai_generated":true,"unit":"commgmu-000224#insight-5","date_modified":"2026-10-23"},{"text":"Among those who contact government officials, there is a growing trend of urging action to reduce global warming, rising to 89% in 2012 from 72% in 2010.","ai_generated":true,"unit":"commgmu-000224#insight-6","date_modified":"2026-10-23"},{"text":"Many Americans maintain social circles with diverse views on climate change; for instance, 42% of those who believe global warming is human-caused say only \"a few\" or \"none\" of their friends agree with them.","ai_generated":true,"unit":"commgmu-000224#insight-7","date_modified":"2026-10-23"},{"text":"Most Americans feel comfortable discussing global warming with those who hold opposing views; only 26% of those who believe global warming is human-caused feel uncomfortable explaining their views to those who do not believe it is happening.","ai_generated":true,"unit":"commgmu-000224#insight-8","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","climate change communication","transportation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey","trend analysis"]},{"id":"iisd-002842","url":"https://climateinsightsdirectory.org/document/iisd-002842","title":"Education for Sustainable Development in Canadian Faculties of Education","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2012","source_url":"https://www.iisd.org/system/files/publications/esd_canadian_faculties.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds modest progress in reorienting Canadian teacher education toward sustainability, noting that while pedagogical approaches consistent with ESD are increasingly used, institutional adoption remains fragmented and often driven by individual faculty champions rather than faculty-wide mandates. Key barriers include funding challenges, communication gaps, and the constraint of provincial teacher certification requirements, which are largely determined by ministries of education rather than the faculties themselves.","ai_generated":true,"unit":"iisd-002842#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is modest but promising progress in integrating ESD into pre-service programs, though full implementation is rare. Most faculties are making efforts ranging from preliminary to advanced, but few have implemented specific ESD courses or revamped entire curricula to achieve ESD learning outcomes.","ai_generated":true,"unit":"iisd-002842#insight-1","date_modified":"2026-10-23"},{"text":"The most significant progress is observed in the adoption of pedagogical approaches consistent with ESD principles, both by teaching staff in their delivery and by pre-service students learning to apply these methods in their own practice.","ai_generated":true,"unit":"iisd-002842#insight-2","date_modified":"2026-10-23"},{"text":"ESD adoption is primarily driven by the commitment of individual faculty members rather than institutional responses, leading to a divergence between individual efforts and faculty-wide mandates.","ai_generated":true,"unit":"iisd-002842#insight-3","date_modified":"2026-10-23"},{"text":"The UN Decade of Education for Sustainable Development (UNDESD) has provided early adopters with a sense of validation and a legitimate space for debate and action within their faculties.","ai_generated":true,"unit":"iisd-002842#insight-4","date_modified":"2026-10-23"},{"text":"Faculty research on ESD is less advanced than curriculum integration, with few institutions offering dedicated scholarships or grants for such initiatives, although there is significant interest among graduate students.","ai_generated":true,"unit":"iisd-002842#insight-5","date_modified":"2026-10-23"},{"text":"Institutional recognition and rewards for ESD leadership—such as performance reviews, professional development, and tenure considerations—remain limited.","ai_generated":true,"unit":"iisd-002842#insight-6","date_modified":"2026-10-23"},{"text":"While most universities have sustainable development policies and address them in campus operations, there is uncertainty regarding whether education faculty and staff are aware of these policies.","ai_generated":true,"unit":"iisd-002842#insight-7","date_modified":"2026-10-23"},{"text":"A significant barrier to reorienting pre-service curricula is that key aspects of teacher education and certification are determined by provincial ministries and departments of education or certification bodies.","ai_generated":true,"unit":"iisd-002842#insight-8","date_modified":"2026-10-23"},{"text":"Key drivers and enablers for ESD include the intersection of institutional commitments with individual champions and partnerships with other departments or institutions, while barriers include funding, communication gaps, and lack of professional development.","ai_generated":true,"unit":"iisd-002842#insight-9","date_modified":"2026-10-23"},{"text":"There is a notable gap in formal partnerships and communication between faculties of education and their respective provincial ministries and departments of education regarding ESD.","ai_generated":true,"unit":"iisd-002842#insight-10","date_modified":"2026-10-23"}],"climate_tags":["environmental education"],"geography_discussed":["Manitoba","Ontario","Quebec"],"frame_perspective":[],"analysis_type":["exploratory research","survey","interviews"]},{"id":"commyale-000031","url":"https://climateinsightsdirectory.org/document/commyale-000031","title":"Climate on Cable","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"research paper","language":"en","date_published":"2011-11-15","source_url":"https://climatecommunication.yale.edu/publications/climate-on-cable/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study finds that Fox News employs a more dismissive tone toward climate change and features more doubters than CNN and MSNBC. Survey data indicates a negative association between Fox News viewership and the acceptance of global warming, while viewing CNN and MSNBC correlates with greater acceptance. This effect is more pronounced among Republicans, whose beliefs vary significantly based on the news outlet they watch, whereas Democrats' beliefs remain relatively stable regardless of cable news use.","ai_generated":true,"unit":"commyale-000031#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Content analysis of coverage during 2007 and 2008 shows that Fox News is more dismissive of climate change and interviews a higher proportion of climate change doubters compared to CNN and MSNBC.","ai_generated":true,"unit":"commyale-000031#insight-1","date_modified":"2026-10-23"},{"text":"There is a negative correlation between watching Fox News and accepting global warming, whereas watching CNN and MSNBC is linked to higher acceptance levels, even when controlling for confounding factors.","ai_generated":true,"unit":"commyale-000031#insight-2","date_modified":"2026-10-23"},{"text":"The influence of cable news on global warming beliefs is stronger for Republicans than for Democrats; Republicans' views are strongly linked to their chosen news outlet, while Democrats' beliefs do not vary significantly by cable news use.","ai_generated":true,"unit":"commyale-000031#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change communication"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["content analysis","survey"]},{"id":"clipolin-000469","url":"https://climateinsightsdirectory.org/document/clipolin-000469","title":"Energieausweis: Ein Beispiel für wenig genutztes Potential","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"de","date_published":"2011-08-24","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2011/12/DIW-Wochenbericht-Die-Effektivität-des-Energieausweises-Ergebnisse-aus-Deutschland.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that the energy performance certificate currently has a low impact on home purchase decisions in Germany, primarily because it fails to provide clear information on ancillary costs, is rarely available during the final selection process, and energy efficiency is viewed as a secondary property feature. However, the author argues that the implementation of the EU Energy Performance of Buildings Directive (EPBD) by 2013, which mandates the publication of energy data in property advertisements, could significantly increase the instrument's visibility and relevance.","ai_generated":true,"unit":"clipolin-000469#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The energy performance certificate has a limited effect on home buyers' decisions, as it is considered unimportant compared to other information sources, despite high general awareness (81%) and initial use during the search process (78%).","ai_generated":true,"unit":"clipolin-000469#insight-1","date_modified":"2026-10-23"},{"text":"A primary reason for the certificate's low effectiveness is its failure to communicate ancillary costs (Nebenkosten) in a way that is useful to buyers, who are primarily motivated by cost savings.","ai_generated":true,"unit":"clipolin-000469#insight-2","date_modified":"2026-10-23"},{"text":"The availability of the certificate is low during the critical final selection phase; buyers only saw the certificate for 35% of the properties in their shortlist, and sellers actively provided it for only 24% of those properties.","ai_generated":true,"unit":"clipolin-000469#insight-3","date_modified":"2026-10-23"},{"text":"Energy efficiency is regarded as an insignificant criterion when compared to other property features such as location, price, and the condition of the property.","ai_generated":true,"unit":"clipolin-000469#insight-4","date_modified":"2026-10-23"},{"text":"International evidence from the UK and Denmark suggests similar trends, where certificates often fail to influence purchase decisions or result in actual energy savings, although some UK buyers reported implementing recommended measures.","ai_generated":true,"unit":"clipolin-000469#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","residential building","greenhouse gas emissions"],"geography_discussed":["European Union","United Kingdom"],"frame_perspective":[],"analysis_type":["survey","policy assessment"]},{"id":"commyale-000021","url":"https://climateinsightsdirectory.org/document/commyale-000021","title":"Framing Peak Petroleum as a Human Health Issue","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"research paper","language":"en","date_published":"2011-08-15","source_url":"https://climatecommunication.yale.edu/publications/framing-peak-petroleum-as-a-human-health-issue/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"A nationally representative survey of 1,001 US adults found that 48% believe oil prices are likely to triple and cause harm to human health, while 44% view sharp price increases as \"very harmful\" to health. Notably, those who are very conservative or strongly dismissive of climate change were the most likely to perceive these severe health consequences.","ai_generated":true,"unit":"commyale-000021#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In a survey of 1,001 US adults, 48% of respondents believed that oil prices were likely to triple within the next 5 years and that this event would cause harm to human health.","ai_generated":true,"unit":"commyale-000021#insight-1","date_modified":"2026-10-23"},{"text":"A significant portion of the surveyed population, 44%, characterized sharp increases in oil prices as being \"very harmful\" to health.","ai_generated":true,"unit":"commyale-000021#insight-2","date_modified":"2026-10-23"},{"text":"The perception of very harmful health consequences from oil price increases was most prevalent among respondents who identified as very conservative or those who strongly dismissed climate change.","ai_generated":true,"unit":"commyale-000021#insight-3","date_modified":"2026-10-23"}],"climate_tags":["price of oil","human health"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey"]},{"id":"clipolin-000486","url":"https://climateinsightsdirectory.org/document/clipolin-000486","title":"Drivers of Thermal Retrofit Decisions – A Survey of German Single- and Two-Family Houses","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2011-07","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2011/12/Drivers-of-Thermal-Retrofit-Decisions-A-Survey.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes a survey of 2,000 German homeowners, categorizing them into non-planning, planning, and action households. It finds that motivations shift during the process, with building appearance being a primary initial trigger, while thermal comfort and energy savings become more important for those who have already implemented retrofits. High up-front costs and reluctance to take loans are major barriers, and the study highlights the critical role of the Internet, construction professionals, and personal networks as information sources. Financial support, specifically through KfW programmes, is shown to increase the likelihood of comprehensive retrofits and reduce the tendency to drop planned measures.","ai_generated":true,"unit":"clipolin-000486#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Motivations for thermal retrofits evolve as homeowners progress through the decision-making process. Building appearance is a primary trigger across all stages, but thermal comfort and reduced energy bills become significantly more important for households that have already implemented retrofits.","ai_generated":true,"unit":"clipolin-000486#insight-1","date_modified":"2026-10-23"},{"text":"Financial constraints and perceived complexity are the primary barriers to retrofitting. Homeowners are particularly concerned about high up-front costs, a reluctance to acquire loans, and the time and effort required to research and evaluate options.","ai_generated":true,"unit":"clipolin-000486#insight-2","date_modified":"2026-10-23"},{"text":"Homeowners frequently modify their retrofit plans, typically by removing components. Between 75% and 90% of those who change their plans do so because of the costs associated with specific measures.","ai_generated":true,"unit":"clipolin-000486#insight-3","date_modified":"2026-10-23"},{"text":"Information sources vary by stage: the Internet and construction professionals are key throughout, while mass media is effective for initial awareness but less useful for those in the action stage. Personal communications, such as forums and neighborhood associations, also play a significant role.","ai_generated":true,"unit":"clipolin-000486#insight-4","date_modified":"2026-10-23"},{"text":"Investment payback is the most significant financial motivator and increases in importance as households move toward implementation. The use of KfW programmes is associated with a higher likelihood of completing comprehensive retrofits and a lower tendency to drop planned energy efficiency options.","ai_generated":true,"unit":"clipolin-000486#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","residential building","climate finance"],"geography_discussed":["German Democratic Republic"],"frame_perspective":[],"analysis_type":["survey","comparative analysis"]},{"id":"commgmu-000189","url":"https://climateinsightsdirectory.org/document/commgmu-000189","title":"A National Survey of Television Meteorologists About Climate Change Education","publisher":{"name":"Center for Climate Change Communication","organization":"center-for-climate-change-communication"},"document_type":"report","language":"en","date_published":"2011-06-30","source_url":"https://climatecommunication.gmu.edu/wp-content/uploads/2023/06/June-2011-A-National-Survey-of-Television-Meterologists-about-Climate-Change-Education.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The 2011 survey of US television meteorologists reveals that while 82% believe the climate is changing, a significant portion attributes this to natural causes rather than human activity. The study identifies five distinct groups based on these beliefs and finds that most weathercasters underestimate the scientific consensus on anthropogenic warming. Key barriers to reporting include lack of time and scientific uncertainty, while there is a strong demand for high-quality graphics and regional projections. The report also highlights deep distrust of climate models and the motivations of scientists among 'Unconvinced' and 'Undecided' meteorologists.","ai_generated":true,"unit":"commgmu-000189#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Television meteorologists can be divided into five distinct groups based on their beliefs about climate change: those convinced it is caused mostly by human activity (19%), mostly by natural causes (29%), by both in equal proportion (34%), those who are unconvinced (9%), and those who are undecided (8%).","ai_generated":true,"unit":"commgmu-000189#insight-1","date_modified":"2026-10-23"},{"text":"A large majority of weathercasters (82%) believe the climate is changing, but the two largest groups conclude that human activity is not the primary driver over the last 150 years.","ai_generated":true,"unit":"commgmu-000189#insight-2","date_modified":"2026-10-23"},{"text":"Most television meteorologists significantly underestimate the scientific consensus on human-caused global warming; only 18% recognize that over 90% of climate scientists agree it is occurring.","ai_generated":true,"unit":"commgmu-000189#insight-3","date_modified":"2026-10-23"},{"text":"Continuing education on climate change is viewed as insufficient, with only 10% of weathercasters reporting they are very satisfied with available opportunities and only 42% having participated in such courses.","ai_generated":true,"unit":"commgmu-000189#insight-4","date_modified":"2026-10-23"},{"text":"For meteorologists convinced of climate change, the primary obstacles to on-air reporting are lack of time in the newscast (87%) and lack of time for field reporting (81%).","ai_generated":true,"unit":"commgmu-000189#insight-5","date_modified":"2026-10-23"},{"text":"Convinced weathercasters identify high-quality graphics/animations (81%), public education materials (81%), and specific regional climate projections (79%) as the most helpful resources for improving their reporting.","ai_generated":true,"unit":"commgmu-000189#insight-6","date_modified":"2026-10-23"},{"text":"There is a strong preference among weathercasters for reporting on local climate impacts, particularly new records such as the hottest day (79%), changes in rainfall (79%), and changes in flooding (78%).","ai_generated":true,"unit":"commgmu-000189#insight-7","date_modified":"2026-10-23"},{"text":"Meteorologists who are unconvinced or undecided exhibit a profound distrust of climate computer models, with 80% of undecided and 87% of unconvinced respondents distrusting them.","ai_generated":true,"unit":"commgmu-000189#insight-8","date_modified":"2026-10-23"},{"text":"Unconvinced weathercasters unanimously believe that current climate changes are part of natural variability, and a majority (70%) view claims of human-caused warming as a cover for a political agenda to increase government control.","ai_generated":true,"unit":"commgmu-000189#insight-9","date_modified":"2026-10-23"},{"text":"Despite disagreements on the cause of climate change, an overwhelming majority of both unconvinced (91%) and undecided (100%) weathercasters agree that increasing energy efficiency and developing renewable energy makes sense for the United States.","ai_generated":true,"unit":"commgmu-000189#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change education","anthropogenic climate change","renewable energy","energy efficiency","climate change communication"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["survey"]},{"id":"climstra-000164","url":"https://climateinsightsdirectory.org/document/climstra-000164","title":"Relative Importance of different Climate Policy Elements for Corporate Climate Innovation Activities","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"research paper","language":"en","date_published":"2011-01","source_url":"https://climatestrategies.org/wp-content/uploads/2014/11/cplci-relative-importance-of-different-climate-policy-elements-110131.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that climate policy elements, including the EU ETS and long-term targets, are generally rated as less relevant to corporate investment decisions in the power sector than market factors and technology-specific regulations like feed-in tariffs. For technology providers, long-term targets are significantly more relevant than the EU ETS for both RD&D and sales. Power generators show a high correlation between the perceived relevance of the EU ETS and long-term targets. The research also indicates that technology providers' reliance on technology-specific policies is strongly linked to their product portfolios, while power generators' relevance ratings are less dependent on their technology portfolios. Higher long-term CO2 price expectations and greater certainty about those prices correlate with a higher perceived relevance of the EU ETS for new plant investments.","ai_generated":true,"unit":"climstra-000164#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate policy elements are typically viewed as less influential than other business environment factors. Market prices for fuels and electricity, as well as technology-specific regulations such as feed-in tariffs, are identified as the most relevant factors for both RD&D and the adoption of new plants.","ai_generated":true,"unit":"climstra-000164#insight-1","date_modified":"2026-10-23"},{"text":"Technology providers perceive long-term climate policy targets as significantly more important than the EU ETS for their RD&D investments and product demand. For these firms, technology-specific regulation is the most relevant decision factor for both sales and RD&D.","ai_generated":true,"unit":"climstra-000164#insight-2","date_modified":"2026-10-23"},{"text":"For power generators, the perceived relevance of long-term climate policy targets is highly correlated with the relevance of the EU ETS for both RD&D and adoption. However, these targets do not correlate with technology-specific support policies for power generators.","ai_generated":true,"unit":"climstra-000164#insight-3","date_modified":"2026-10-23"},{"text":"The technology portfolio of power generators does not significantly correlate with the relevance they assign to decision factors for new plants or RD&D. In contrast, technology providers' ratings for technology-specific policies are strongly influenced by their portfolio: those with a higher share of fossil-fuel based power generation sales assign lower relevance to these policies.","ai_generated":true,"unit":"climstra-000164#insight-4","date_modified":"2026-10-23"},{"text":"Power generators' expectations for CO2 prices in 2020 are higher than for 2012, though they associate greater uncertainty with the 2020 projections. There is a correlation where generators with higher long-term CO2 price expectations and higher certainty about them rate the EU ETS as more relevant for new plant investment decisions.","ai_generated":true,"unit":"climstra-000164#insight-5","date_modified":"2026-10-23"}],"climate_tags":["European Union Emission Trading Scheme 1","carbon price","electric power industry","feed-in tariff"],"geography_discussed":["Germany","France","Italy","Poland","Slovakia","Spain","United Kingdom"],"frame_perspective":[],"analysis_type":["quantitative analysis","survey"]},{"id":"clipolin-000821","url":"https://climateinsightsdirectory.org/document/clipolin-000821","title":"Relative Importance of different Climate Policy Elements for Corporate Climate Innovation Activities","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"research paper","language":"en","date_published":"2011-01","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2011/12/Relative-Importance-of-Policy-Elements.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that climate policy elements, including the EU ETS and long-term targets, are generally less influential in corporate investment decisions than market prices and technology-specific regulations like feed-in tariffs. While technology providers view long-term targets as significantly more relevant than the EU ETS for RD&D and sales, power generators see the EU ETS as slightly more relevant for new plant adoption. The research emphasizes that a coordinated policy mix of stringent, predictable instruments and ambitious long-term targets is necessary to drive low-carbon innovation.","ai_generated":true,"unit":"clipolin-000821#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate policy elements are typically rated as less relevant than other business environment factors for investment decisions. Market prices for fuels and electricity, as well as technology-specific regulations such as feed-in tariffs for renewable energies, are identified as the most relevant factors for both RD&D and the adoption of new plants.","ai_generated":true,"unit":"clipolin-000821#insight-1","date_modified":"2026-10-23"},{"text":"There is a distinct difference in how technology providers and power generators perceive climate policy. Technology providers view long-term climate policy targets as significantly more relevant than the EU ETS for both RD&D and product demand. Conversely, power generators rate the EU ETS as slightly more relevant than long-term targets for the adoption of new plants, though long-term targets are more relevant for their RD&D.","ai_generated":true,"unit":"clipolin-000821#insight-2","date_modified":"2026-10-23"},{"text":"The relevance of long-term climate policy targets is highly correlated with the relevance of the EU ETS for power generators across both RD&D and adoption. For technology providers, long-term targets are highly correlated with both the EU ETS and technology-specific support policies regarding sales and RD&D.","ai_generated":true,"unit":"clipolin-000821#insight-3","date_modified":"2026-10-23"},{"text":"Technology providers' perception of the relevance of technology-specific policies is strongly influenced by their product portfolio; those with a higher share of sales in fossil-fuel based power generation assign lower relevance to these policies.","ai_generated":true,"unit":"clipolin-000821#insight-4","date_modified":"2026-10-23"},{"text":"Power generators with higher long-term CO2 price expectations and greater certainty regarding those expectations assign a higher relevance to the EU ETS when making investment decisions for new plants.","ai_generated":true,"unit":"clipolin-000821#insight-5","date_modified":"2026-10-23"},{"text":"The Clean Development Mechanism (CDM) is consistently rated as the least important factor among all decision factors for both power generators and technology providers.","ai_generated":true,"unit":"clipolin-000821#insight-6","date_modified":"2026-10-23"}],"climate_tags":["European Union Emission Trading Scheme 1","carbon price","feed-in tariff","electric power industry","clean development mechanism"],"geography_discussed":["Germany","France","Italy","Poland","Slovakia","Spain","United Kingdom"],"frame_perspective":[],"analysis_type":["survey","statistical analysis","policy assessment"]},{"id":"bc3res-000074","url":"https://climateinsightsdirectory.org/document/bc3res-000074","title":"ICT Applications in the Research for Environmental Sustainability","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"research paper","language":"en","date_published":"2010-11","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/201011081048371149393491.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research investigates the role of ICT in environmental sustainability research across four sectors, identifying five common macro-areas of application: observation and monitoring, modelling and simulation, socio-economic analysis, policy analysis and planning, and capacity building and cooperation. The study finds that 'information systems and software' and 'communication technology, networks, distributed systems' are the most used ICT categories across most sectors, though 'electronics and microsystems' predominate in climate change research due to observation and monitoring needs. Respondents consistently ranked the scientific relevance of ICT as the highest priority, followed by political and then economic relevance. The analysis suggests that future ICT requirements are driven by current tool usage and the desire to improve scientific exchange and policy interfaces, particularly for e-governance and public awareness.","ai_generated":true,"unit":"bc3res-000074#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Environmental research using ICT is organized into five common macro-areas: observation and monitoring, modelling and simulation, socio-economic analysis, policy analysis and planning, and capacity building and cooperation.","ai_generated":true,"unit":"bc3res-000074#insight-1","date_modified":"2026-10-23"},{"text":"Across the studied sectors, 'information systems and software' and 'communication technology, networks, distributed systems' are the most frequently used ICT tool categories, with the exception of the climate change sector, where 'electronics and microsystems' are most common.","ai_generated":true,"unit":"bc3res-000074#insight-2","date_modified":"2026-10-23"},{"text":"Researchers perceive the scientific relevance of ICT tools as the highest priority, followed by political relevance and then economic relevance.","ai_generated":true,"unit":"bc3res-000074#insight-3","date_modified":"2026-10-23"},{"text":"The climate change sector exhibits a more developed and balanced use of ICT tools across its research areas compared to the energy efficiency and natural resources sectors, partly due to significant funding and efforts to increase public awareness.","ai_generated":true,"unit":"bc3res-000074#insight-4","date_modified":"2026-10-23"},{"text":"Future ICT requirements are primarily driven by the specific tools currently in use and the perceived importance of scientific and political contexts, while economic factors like cost reduction are less influential.","ai_generated":true,"unit":"bc3res-000074#insight-5","date_modified":"2026-10-23"},{"text":"ICT is viewed as a critical tool for bridging the communication gap between scientists and stakeholders, specifically through e-governance, increasing public awareness, and creating interfaces with policy-makers.","ai_generated":true,"unit":"bc3res-000074#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity","energy efficiency","sustainable development","climate policy"],"geography_discussed":["Spain","Austria"],"frame_perspective":[],"analysis_type":["empirical study","comparative analysis","survey"]}]}