{"query_echo":{"q":"","filters":{"analysis_type":["methodological documentation"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'methodological documentation' 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=methodological+documentation","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":"prio-001267","url":"https://climateinsightsdirectory.org/document/prio-001267","title":"Future Migration as Present Fact (FUMI) Survey Documentation","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2025-02","source_url":"https://cdn.cloud.prio.org/files/43c72416-1740-4f9c-80a0-747ed6c5d4dd/Carling-et-al-2025-FUMI-Survey-Documentation-v1.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The FUMI Survey documentation describes a mixed-methods research project focusing on migration aspirations among young adults (18–39) in Serekunda (The Gambia), Tema (Ghana), and São Vicente (Cape Verde). The report details the design of a respondent-centred survey instrument, the three-step random sampling process used to reach 1,000 individuals per city, and the rigorous quality assurance measures implemented, including audio recordings and back-checks. It further explains the data cleaning workflows, the application of household and individual weights to correct for sampling biases, and the creation of a Composite Wealth Index using polychoric principal component analysis of assets and socio-economic indicators. The document also identifies specific coding errors that led to data gaps in variables related to passports, visas, and household contributions.","ai_generated":true,"unit":"prio-001267#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The FUMI survey targeted young adults aged 18–39 in three West African urban areas: Serekunda (The Gambia), Tema (Ghana), and São Vicente (Cape Verde), with a target random sample of 1,000 individuals per location.","ai_generated":true,"unit":"prio-001267#insight-1","date_modified":"2026-10-23"},{"text":"The survey instrument was designed with a respondent-centred approach to minimize fatigue and enhance the conversational flow, avoiding long sequences of similar questions and minimizing the use of Likert scales.","ai_generated":true,"unit":"prio-001267#insight-2","date_modified":"2026-10-23"},{"text":"Data collection occurred between July 2022 and February 2023, utilizing face-to-face interviews on tablets. Average interview durations varied by city: 65 minutes in Serekunda, 50 minutes in Tema, and 45 minutes in São Vicente.","ai_generated":true,"unit":"prio-001267#insight-3","date_modified":"2026-10-23"},{"text":"Quality assurance included audio recording all interviews, supervisor accompaniment for 10% of interviews, and back-checking 10% of all interviews by comparing audio recordings with collected data.","ai_generated":true,"unit":"prio-001267#insight-4","date_modified":"2026-10-23"},{"text":"In Tema, Ghana, the quality assurance process identified significant issues, including \"data fabrication\" and \"sub-standard interviews,\" which led to the dismissal of enumerators and a longer data collection period to replace affected interviews.","ai_generated":true,"unit":"prio-001267#insight-5","date_modified":"2026-10-23"},{"text":"Sampling outcomes showed that São Vicente had a higher rate of households without eligible members (aged 18–39) compared to the other cities, with 25% of households lacking a target group member.","ai_generated":true,"unit":"prio-001267#insight-6","date_modified":"2026-10-23"},{"text":"Analysis of non-response by house appearance indicated a potential socio-economic bias in São Vicente, where the proportion of conducted interviews fell from 78% in 'poor' houses to 29% in 'rich' houses.","ai_generated":true,"unit":"prio-001267#insight-7","date_modified":"2026-10-23"},{"text":"The researchers developed a Composite Wealth Index by averaging an Individual Wealth Index (based on phone status, hunger, liquidity, and land ownership) and a Household Wealth Index (based on durable goods, crowding, and water/toilet facilities).","ai_generated":true,"unit":"prio-001267#insight-8","date_modified":"2026-10-23"},{"text":"The Composite Wealth Index confirmed a general development gradient across the research sites, with means of 47.6 in Serekunda, 48.0 in Tema, and 52.2 in São Vicente, though differences within cities were larger than between them.","ai_generated":true,"unit":"prio-001267#insight-9","date_modified":"2026-10-23"},{"text":"Several coding errors in the survey instrument resulted in significant data gaps: 71–81% of data was lost for variables on passports, visas, and travel money as obstacles to migration, and 18% of data was lost for household expense contributions.","ai_generated":true,"unit":"prio-001267#insight-10","date_modified":"2026-10-23"}],"climate_tags":["urban development"],"geography_discussed":["The Gambia","Ghana","Cape Verde","West Africa"],"frame_perspective":[],"analysis_type":["methodological documentation","sampling analysis","data cleaning report"]},{"id":"prio-001331","url":"https://climateinsightsdirectory.org/document/prio-001331","title":"Documentation of qualitative data collection","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"guide","language":"en","date_published":"2022-10-31","source_url":"https://cdn.cloud.prio.org/files/bd5a9f21-807d-438a-97b2-73ab6a9057aa/Documentation of qualitative data collection.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the qualitative data collection for the MIGNEX project (2018–2023), which involved 104 focus group discussions, 516 key informant interviews, and extensive field observations and photography across 10 countries. It outlines the research ethics, the impact of the Covid-19 pandemic on fieldwork, the process of creating an anonymized open data set for focus group transcripts, and the use of NVivo for coding and analysis. The text reflects on the co-production of knowledge, the role of local research assistants, and the challenges of maintaining transparency and equity in large-scale international collaborative research.","ai_generated":true,"unit":"prio-001331#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The MIGNEX qualitative data collection was conducted in 26 research areas across 10 countries between February 2020 and December 2021, involving 104 transcribed focus group discussions and 516 key informant interviews.","ai_generated":true,"unit":"prio-001331#insight-1","date_modified":"2026-10-23"},{"text":"The project utilized a specific focus group methodology involving four groups per research area, divided by gender (male/female) and the strength of their migration ties (strong/weak), with participants aged 18-39.","ai_generated":true,"unit":"prio-001331#insight-2","date_modified":"2026-10-23"},{"text":"The Covid-19 pandemic significantly extended the data collection period from a planned 11 months to 23 months and necessitated adaptations such as remote participation in six research areas.","ai_generated":true,"unit":"prio-001331#insight-3","date_modified":"2026-10-23"},{"text":"To ensure research transparency and quality, the project implemented a rigorous documentation system including Research Area Interim Reports (RAIRs), a standardized consent record signed by researchers, and a multiple-choice methodology test for all staff.","ai_generated":true,"unit":"prio-001331#insight-4","date_modified":"2026-10-23"},{"text":"The project developed a comprehensive NVivo codebook consisting of 70 nodes (10 heading codes and 60 sub-codes) to systematize the focus group data for analysis.","ai_generated":true,"unit":"prio-001331#insight-5","date_modified":"2026-10-23"},{"text":"The MIGNEX focus group data set, consisting of 104 anonymized transcripts and associated metadata, is intended to be made available as an 'open data set' for researchers and students starting January 1, 2025.","ai_generated":true,"unit":"prio-001331#insight-6","date_modified":"2026-10-23"},{"text":"Researchers identified significant ethical dilemmas regarding 'benefit sharing' in low- and middle-income countries, noting that participants often expected short-term tangible benefits while the project's primary benefits were cumulative and policy-oriented.","ai_generated":true,"unit":"prio-001331#insight-7","date_modified":"2026-10-23"},{"text":"The project emphasized 'positionality' and 'self-awareness,' utilizing mixed research teams (combining foreign and national researchers) to navigate power dynamics and improve access to participants.","ai_generated":true,"unit":"prio-001331#insight-8","date_modified":"2026-10-23"},{"text":"Fieldwork implementation relied heavily on local research assistants and facilitators to build trust, manage recruitment, and navigate local 'universes of meaning' where researchers were sometimes mistaken for NGO workers or government officials.","ai_generated":true,"unit":"prio-001331#insight-9","date_modified":"2026-10-23"},{"text":"The project used 'coding scales' (21 in total) within the RAIRs to convert qualitative fieldwork insights into quantitative scores on a four-point scale for use in Qualitative Comparative Analysis (QCA).","ai_generated":true,"unit":"prio-001331#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate migration"],"geography_discussed":["Afghanistan","Cape Verde","Ethiopia","Ghana","Guinea","Nigeria","Pakistan","Somalia","Tunisia","Turkey"],"frame_perspective":[],"analysis_type":["methodological documentation","process evaluation"]}]}