{"query_echo":{"q":"","filters":{"analysis_type":["impact assessment framework"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'impact assessment framework' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=impact+assessment+framework","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-001492","url":"https://climateinsightsdirectory.org/document/sei-001492","title":"การสรา ้งการมสีว ่ นรว่ม พัฒนาเมืองอัจฉริยะ: คู่มือ เชง ิ นโยบาย","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"guide","language":"th","date_published":"2021-09","source_url":"https://www.sei.org/wp-content/uploads/2021/10/newfinal-thai-policy-toolkit-enabling-inclusion-in-smart-city-development-reviewed-version-amedits-copy-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","climate_tags","analysis_type"],"summary":{"text":"The document argues that smart city developments often prioritize technology and business interests, risking the exclusion of marginalized groups, the urban poor, and women. It proposes a participatory approach to urban planning that utilizes stakeholder mapping, gender-sensitive data collection, and social equity impact assessments to ensure that digital and infrastructural transformations do not exacerbate existing social inequalities or displace vulnerable populations.","ai_generated":true,"unit":"sei-001492#summary","date_modified":"2026-10-23"},"key_insights":[],"climate_tags":["smart city","urban planning","social equity","gender mainstreaming","participatory planning","digital divide","informal housing"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy guide","case study","impact assessment framework"]}]}