{"query_echo":{"q":"","filters":{"analysis_type":["user-oriented analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'user-oriented analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=user-oriented+analysis","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"iisd-003689","url":"https://climateinsightsdirectory.org/document/iisd-003689","title":"Understanding Needs, Meeting Demands","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2013-05","source_url":"https://www.iisd.org/system/files/publications/understanding_needs_platforms.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report investigates the gap between the supply of online climate knowledge brokering (CKB) platforms and the actual needs of users. Through a survey of 163 users and case studies of four platforms—AfricaAdapt, Climate Finance Options, Climate Change Policy & Practice, and the Eldis Climate Change Resource Guide—the authors find that platforms are often supply-driven and fail to reach key stakeholders like policy-makers and frontline actors. Users primarily rely on search engines rather than portals and continue to prefer traditional written documents over interactive Web 2.0 tools. The report argues for a shift toward needs-led design and the integration of offline engagement to foster genuine knowledge co-production.","ai_generated":true,"unit":"iisd-003689#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Online CKB platforms are frequently supply-driven, operating on the assumption that increasing the availability of online knowledge automatically leads to evidence-based policy and practice, often without a thorough understanding of user priorities.","ai_generated":true,"unit":"iisd-003689#insight-1","date_modified":"2026-10-23"},{"text":"Users rarely use CKB platforms as their primary starting point for information; instead, 51% of survey respondents begin their searches with generic search engines like Google and 34% use specific institutional websites.","ai_generated":true,"unit":"iisd-003689#insight-2","date_modified":"2026-10-23"},{"text":"Despite the availability of multimedia and interactive tools, users still primarily seek traditional paper-based formats, specifically research reports, policy documents, and journal articles.","ai_generated":true,"unit":"iisd-003689#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant misalignment between the intended audiences of CKB platforms (often policy-makers) and the actual users, who are predominantly research-oriented professionals from international NGOs, academia, and consultancies.","ai_generated":true,"unit":"iisd-003689#insight-4","date_modified":"2026-10-23"},{"text":"Knowledge-sharing behaviour remains limited; while most users identify as sharers, 66% are only minimally or occasionally active, and many prefer receiving information over contributing.","ai_generated":true,"unit":"iisd-003689#insight-5","date_modified":"2026-10-23"},{"text":"The 'digital divide' continues to hinder the effectiveness of online CKB platforms in the global South, with some users citing poor connectivity and high costs as primary barriers to accessing information.","ai_generated":true,"unit":"iisd-003689#insight-6","date_modified":"2026-10-23"},{"text":"Offline interactions, such as face-to-face meetings and radio programs, are essential complements to online platforms for building trust, advertising services, and facilitating the co-production of knowledge.","ai_generated":true,"unit":"iisd-003689#insight-7","date_modified":"2026-10-23"},{"text":"Perceptions of trustworthiness vary by platform: some users trust content based on its link to respected global institutions, while others, particularly in the AfricaAdapt case, value authenticity and resonance with lived experience.","ai_generated":true,"unit":"iisd-003689#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","knowledge management","climate change adaptation","climate finance","digital divide"],"geography_discussed":["Africa","Asia-Pacific"],"frame_perspective":[],"analysis_type":["user-oriented analysis","case study","survey"]},{"id":"iisd-002307","url":"https://climateinsightsdirectory.org/document/iisd-002307","title":"Understanding Needs, Meeting Demands","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2012","source_url":"https://www.iisd.org/system/files/publications/understanding_needs.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research, based on surveys of over 200 users and four case studies, finds that online CKB platforms are primarily used by research-oriented actors to prepare reports and proposals, rather than by the policy-makers or frontline actors they often target. Users continue to rely on general search engines like Google to initiate searches and prefer traditional written documents over multimedia content. The brief argues that platforms risk being supply-driven and recommends focusing on search engine optimization and facilitated human interaction rather than attempting to be 'one-stop-shops'.","ai_generated":true,"unit":"iisd-002307#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Online CKB platforms are predominantly used by research-oriented actors from both developed and developing countries, creating a misalignment with platforms that emphasize policy-makers as their primary target. Consequently, important intermediaries like the media and 'frontline actors'—those most vulnerable to climate change—are not well represented.","ai_generated":true,"unit":"iisd-002307#insight-1","date_modified":"2026-10-23"},{"text":"Users typically begin their information-seeking process via general search engines such as Google or specific institutional sites like the UNFCCC, rather than navigating directly to CKB platforms. Because of this iterative search behavior, the document suggests that search engine optimization is more effective than designing platforms as comprehensive 'one-stop-shops'.","ai_generated":true,"unit":"iisd-002307#insight-2","date_modified":"2026-10-23"},{"text":"Despite the availability of multimedia and data visualization tools, users still prioritize 'paper-based' and traditional written formats, such as journal articles, policy documents, and research reports, primarily to assist in preparing funding proposals, education materials, and reports.","ai_generated":true,"unit":"iisd-002307#insight-3","date_modified":"2026-10-23"},{"text":"There is a gap between user behavior and platform goals regarding knowledge sharing; most users prefer to receive information rather than share their own knowledge online. While some users express a desire to be linked to other people and personal experiences, the brief notes that successful human interaction requires dedicated institutional resources and facilitation.","ai_generated":true,"unit":"iisd-002307#insight-4","date_modified":"2026-10-23"},{"text":"Technological barriers persist for users in developing countries, specifically regarding the quality of ICTs and Internet resources. The research indicates that the adoption of tablets and smartphones has not been uniform across the global South.","ai_generated":true,"unit":"iisd-002307#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","climate finance","climate change adaptation","knowledge management"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["user-oriented analysis"]}]}