{"query_echo":{"q":"","filters":{"analysis_type":["tool review"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'tool review' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=tool+review","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":"sei-001995","url":"https://climateinsightsdirectory.org/document/sei-001995","title":"The SEI Urban Toolbox for Liveable Cities","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2023-05","source_url":"https://www.sei.org/wp-content/uploads/2023/05/urban-toolbox-brief-sei2023.028.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The SEI Urban Toolbox for Liveable Cities is a living digital resource hosted on the weADAPT platform, designed to gather SEI-developed tools for city officials, residents, and community groups. Developed through a four-phase co-design process involving internal reviews and workshops with stakeholders in Thailand, Kenya, Uganda, Rwanda, Zambia, and Colombia, the toolbox focuses on improving environmental conditions, health, and well-being. Key findings from stakeholder workshops emphasized a strong demand for tools that foster citizen science, participatory mapping, and open data access to inform decision-making. The toolbox organizes resources into four main domains: residents' wellbeing, neighbourhood conditions, environmental quality and ecosystem services, and cross-cutting issues.","ai_generated":true,"unit":"sei-001995#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Urban Toolbox was developed through a four-phase process: an external review of 55 urban tools, an internal review of SEI resources, co-design workshops with urban actors, and internal workshops with SEI tool developers.","ai_generated":true,"unit":"sei-001995#insight-1","date_modified":"2026-10-23"},{"text":"City stakeholders across multiple countries expressed a need for increased public participation in data collection and planning, specifically through tools for citizen science, participatory mapping, and multi-stakeholder dialogue frameworks.","ai_generated":true,"unit":"sei-001995#insight-2","date_modified":"2026-10-23"},{"text":"Stakeholders highlighted the necessity for data to be accessible to both policymakers and citizens to better inform urban decision-making.","ai_generated":true,"unit":"sei-001995#insight-3","date_modified":"2026-10-23"},{"text":"The toolbox categorizes SEI tools into four primary topic areas: residents' wellbeing (e.g., water, mobility), neighbourhood conditions (e.g., crime, sanitation), environmental quality and ecosystem services (e.g., urban heat islands, disaster risks), and cross-cutting issues.","ai_generated":true,"unit":"sei-001995#insight-4","date_modified":"2026-10-23"},{"text":"A review of specific SEI tools revealed that while some are highly valued, others are limited by requirements for specialist expertise, expensive equipment, or the fact that methodologies are hidden behind paywalls.","ai_generated":true,"unit":"sei-001995#insight-5","date_modified":"2026-10-23"},{"text":"The toolbox is hosted on the weADAPT platform to facilitate knowledge exchange, networking, and the addition of new tools as a 'living resource'.","ai_generated":true,"unit":"sei-001995#insight-6","date_modified":"2026-10-23"}],"climate_tags":["urban planning","climate change adaptation","disaster risk reduction","green infrastructure","urban heat island","air pollution"],"geography_discussed":["Thailand","Kenya","Uganda","Rwanda","Zambia","Colombia","Udon Thani","Nakuru","Kampala","Lusaka","Kigali","Bogotá"],"frame_perspective":[],"analysis_type":["co-design process","stakeholder consultation","tool review"]},{"id":"sei-001514","url":"https://climateinsightsdirectory.org/document/sei-001514","title":"A pilot study on systems thinking in asset management","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2023-04","source_url":"https://www.sei.org/wp-content/uploads/2023/04/pilot-systems-asset-management-sei2023.027.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report explores the integration of systems thinking into asset management to better assess sustainability impacts. It identifies six key dimensions of systems thinking—considering multiple sustainability dimensions, both positive and negative impacts, indirect effects, co-benefits and trade-offs, long-term perspectives, and the scale of impacts. The study finds that while there is interest among 'front runner' practitioners, the finance sector's reliance on quantitative, aggregated data and short-term horizons creates a significant barrier to operationalizing a systems approach. The authors argue that improved, standardized, and audited company reporting, particularly through EU regulations like the CSRD and EU Taxonomy, is essential to provide the data necessary for effective systems-level analysis.","ai_generated":true,"unit":"sei-001514#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Operationalizing systems thinking in the finance sector is difficult because it requires sector-specific and company-specific analysis of complex value chains, which conflicts with the industry's preference for quantified, standardized, and comparable data.","ai_generated":true,"unit":"sei-001514#insight-1","date_modified":"2026-10-23"},{"text":"The study identifies six dimensions for operationalizing systems thinking in sustainable finance: considering multiple sustainability dimensions, analyzing both positive and negative impacts, accounting for indirect effects, synthesizing co-benefits and trade-offs, maintaining a long-term perspective, and distinguishing between large and small impacts.","ai_generated":true,"unit":"sei-001514#insight-2","date_modified":"2026-10-23"},{"text":"Practitioners view the SDGs as a useful overarching framework and a basis for a 'double materiality' approach, but note they have lost momentum to newer regulations like the EU Taxonomy and the Sustainable Finance Disclosure Regulation (SFDR).","ai_generated":true,"unit":"sei-001514#insight-3","date_modified":"2026-10-23"},{"text":"Current sustainability reporting often suffers from 'cherry-picking,' where companies emphasize positive impacts and a narrow range of topics (predominantly climate) while neglecting negative impacts and other critical environmental or social issues.","ai_generated":true,"unit":"sei-001514#insight-4","date_modified":"2026-10-23"},{"text":"There is limited evidence of investors systematically considering indirect effects or the interlinkages (co-benefits and trade-offs) between different sustainability impacts.","ai_generated":true,"unit":"sei-001514#insight-5","date_modified":"2026-10-23"},{"text":"The study reviewed three tools for systems analysis: the World Benchmarking Alliance SDG2000, which focuses on global influential companies and 'systems transformations'; the Upright Project, which uses machine learning for 'net impact' scoring; and the Future-Fit Foundation, which defines 'break-even goals' for a sustainable economy.","ai_generated":true,"unit":"sei-001514#insight-6","date_modified":"2026-10-23"},{"text":"Standardized and audited sustainability reporting, such as that mandated by the EU's Corporate Sustainability Reporting Directive (CSRD), is seen as a critical lever to provide the transparency and data needed for systems-level analysis.","ai_generated":true,"unit":"sei-001514#insight-7","date_modified":"2026-10-23"},{"text":"Short-term financial horizons, particularly in banking where the longest horizon is often five years, hinder the ability of companies and investors to address systemic risks and long-term sustainability.","ai_generated":true,"unit":"sei-001514#insight-8","date_modified":"2026-10-23"},{"text":"A 'soft' systems thinking approach, based on qualitative expert opinion rather than purely quantitative models, may be more appropriate for the finance sector given the current lack of complete empirical data for broad sustainability interactions.","ai_generated":true,"unit":"sei-001514#insight-9","date_modified":"2026-10-23"}],"climate_tags":["sustainable finance","Sustainable Development Goals","environmental, social and corporate governance","climate change","biodiversity","greenhouse gas emissions","life cycle assessment"],"geography_discussed":["European Union","Sweden"],"frame_perspective":[],"analysis_type":["pilot study","exploratory research","tool review","practitioner interviews"]},{"id":"geconco-000135","url":"https://climateinsightsdirectory.org/document/geconco-000135","title":"NATURAL CAPITAL AND ORGANIZATIONS STRATEGIES: AN OVERVIEW OF AVAILABLE TOOLS","publisher":{"name":"Green Economy Coalition","organization":"green-economy-coalition"},"document_type":"guide","language":"en","date_published":"2019-10","source_url":"https://www.greeneconomycoalition.org/assets/reports/WWF-France-2019_Natural-capital-tools-guide_Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document categorises natural capital tools into six technical groups: biodiversity footprint, mapping, qualitative/quantitative, monetary, absolute ecological performance, and integrated accounting. It distinguishes between tools oriented toward economic performance (utilitarian interests) and those oriented toward ecological performance (strong sustainability), advocating for the latter to ensure activities remain within planetary boundaries.","ai_generated":true,"unit":"geconco-000135#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The guidebook identifies six categories of natural capital tools based on technical features: biodiversity footprint tools, mapping tools, qualitative and quantitative tools, monetary tools, “absolute” ecological performance tools, and integrated accounting tools.","ai_generated":true,"unit":"geconco-000135#insight-1","date_modified":"2026-10-23"},{"text":"Biodiversity footprint tools, such as the Product Biodiversity Footprint (PBF) and Global Biodiversity Score (GBS), aim to represent the impact of various pressures on a common unit, typically linked to a unit of area, for reporting or strategic management.","ai_generated":true,"unit":"geconco-000135#insight-2","date_modified":"2026-10-23"},{"text":"Mapping tools like the Integrated Biodiversity Assessment Tool (IBAT) and InVEST use spatial modelling to show the location of ecosystems and ecosystem services, helping companies identify risks and opportunities regarding remarkable biodiversity.","ai_generated":true,"unit":"geconco-000135#insight-3","date_modified":"2026-10-23"},{"text":"Qualitative and quantitative tools, including the Natural Capital Protocol and the Business and Biodiversity Interdependence Indicator (BBII), help organisations describe their reliance on and impact on ecosystems to improve decision-making.","ai_generated":true,"unit":"geconco-000135#insight-4","date_modified":"2026-10-23"},{"text":"Monetary tools, such as the Guide to Corporate Ecosystem Valuation (CEV), translate environmental impacts and dependencies into economic units to integrate them into traditional cost-benefit analyses.","ai_generated":true,"unit":"geconco-000135#insight-5","date_modified":"2026-10-23"},{"text":"Absolute ecological performance tools, such as One Planet Approaches (OPA) and the Science Based Targets Network (SBTN), focus on setting environmental objectives based on the biophysical capacities of the biosphere and planetary boundaries.","ai_generated":true,"unit":"geconco-000135#insight-6","date_modified":"2026-10-23"},{"text":"Integrated accounting tools are split into microeconomic tools for organisations (e.g., <IR> and EP&L) and macroeconomic tools for territories (e.g., ENCA and SEEA) to report on the use and state of natural capital.","ai_generated":true,"unit":"geconco-000135#insight-7","date_modified":"2026-10-23"},{"text":"The document distinguishes between 'weak sustainability' (where different types of capital are interchangeable) and 'strong sustainability' (where natural capital is not substitutable due to its unique functions and scientific limits).","ai_generated":true,"unit":"geconco-000135#insight-8","date_modified":"2026-10-23"},{"text":"WWF France's Natural Capital Programme promotes tools aligned with strong sustainability and ecological performance, specifically highlighting SBTN, One Planet Thinking, CARE-TDL, ENCA, and the Future Fit Business Benchmark.","ai_generated":true,"unit":"geconco-000135#insight-9","date_modified":"2026-10-23"}],"climate_tags":["natural capital","biodiversity","ecosystem service","planetary boundary","life cycle assessment"],"geography_discussed":["France","Brazil"],"frame_perspective":[],"analysis_type":["tool review","methodological overview"]},{"id":"iisd-002087","url":"https://climateinsightsdirectory.org/document/iisd-002087","title":"Sharing Climate Adaptation Tools: Improving decision-making for development","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2007","source_url":"https://www.iisd.org/system/files/publications/sharing_climate_adaptation_tools.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details a workshop where 40 participants discussed a variety of climate adaptation tools, ranging from information databases to computer-based decision tools and qualitative risk management processes. It identifies a general trend of integrating climate impacts as additional stressors into existing decision-making structures and highlights a gap in tools targeting the middle ground between grassroots communities and senior officials. The document also lists specific tools such as PRECIS, CRiSTAL, and ADAPT, comparing their audiences, spatial scales, and data types.","ai_generated":true,"unit":"iisd-002087#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The workshop revealed that collaboration is primarily occurring within the research community and that tools are generally designed for specific niche approaches or user groups, which has limited the occurrence of inefficient replication.","ai_generated":true,"unit":"iisd-002087#insight-1","date_modified":"2026-10-23"},{"text":"A common methodology has emerged where climate-related impacts are treated as an additional stressor, meaning adaptive responses should be integrated into existing priorities, languages, and decision-making structures.","ai_generated":true,"unit":"iisd-002087#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant deficiency in available tools for users positioned between grassroots community levels and senior officials, specifically missing targets such as local government, private sector small and medium size enterprises, and traditional local leaders.","ai_generated":true,"unit":"iisd-002087#insight-3","date_modified":"2026-10-23"},{"text":"The report categorizes adaptation tools into three main types: information generation/databases (e.g., PRECIS, CAIT), computer-based decision tools (e.g., CRiSTAL, ADAPT), and adaptation/risk management processes (e.g., USAID Guidance Manual, ORCHID).","ai_generated":true,"unit":"iisd-002087#insight-4","date_modified":"2026-10-23"},{"text":"The workshop was intended to support international efforts to create generic guidance for screening development assistance, specifically in response to requests from the OECD, the World Bank under the G8 Gleneagles Plan of Action, and the UNFCCC Nairobi Work Programme.","ai_generated":true,"unit":"iisd-002087#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate variability","climate risk management","disaster risk reduction"],"geography_discussed":["Geneva","sub-Saharan Africa","Mesoamerica","United Kingdom","Nicaragua","Mali","Tanzania","Sri Lanka","Honduras","South Africa","Thailand"],"frame_perspective":[],"analysis_type":["workshop summary","tool review","comparative analysis"]}]}