{"query_echo":{"q":"","filters":{"analysis_type":["qualitative interviews"]},"warnings":[]},"total":{"value":25,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=qualitative+interviews&page=2","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-001889","url":"https://climateinsightsdirectory.org/document/iisd-001889","title":"Adapting to Future Weather Insights from Alberta Agricultural Producers","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2009-03","source_url":"https://www.iisd.org/system/files/publications/pcr_producer_primer_ab.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the experiences of 40 agricultural producers and organizations in the Coaldale and Foremost regions of southern Alberta between November 2007 and February 2008. It details how these producers managed extreme weather events—including droughts in 2000, 2001, and 2007, and flooding in 2002 and 2005—through a combination of short-term financial tools and long-term land management practices. The report highlights the role of irrigation in Coaldale and the reliance on financial soundness and input cost reduction in Foremost, while identifying common aiding factors such as research, networking, and government programs.","ai_generated":true,"unit":"iisd-001889#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agricultural producers in southern Alberta have faced diverse weather shocks, including droughts in 2000, 2001, and 2007, as well as heavy rainfall and flooding in 2002 and 2005.","ai_generated":true,"unit":"iisd-001889#insight-1","date_modified":"2026-10-23"},{"text":"Common short-term and long-term adaptation strategies for drought include the use of crop insurance, minimal or reduced tillage, crop diversification, crop rotation, and selecting drought-suited crops.","ai_generated":true,"unit":"iisd-001889#insight-2","date_modified":"2026-10-23"},{"text":"Adaptation strategies differ by region: Coaldale producers utilize irrigation-related tools such as water diversion, purchasing water rights, and efficient irrigation technology, while Foremost producers focus on reducing input costs and improving financial stability.","ai_generated":true,"unit":"iisd-001889#insight-3","date_modified":"2026-10-23"},{"text":"Several factors facilitate successful adaptation across both regions, including individual and organizational research, geographic diversification of operations, government programs like the Irrigation Rehabilitation Program, organic practices, and networking among farmers.","ai_generated":true,"unit":"iisd-001889#insight-4","date_modified":"2026-10-23"},{"text":"Barriers to adaptation include weather timing, machinery damage, water pump shortages, water supply contamination, lack of technical support at research centres, and broader economic pressures such as rising energy and labour costs.","ai_generated":true,"unit":"iisd-001889#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","drought","flood","agricultural irrigation"],"geography_discussed":["Coaldale","Foremost","Canada"],"frame_perspective":[],"analysis_type":["qualitative interviews","case study"]},{"id":"iisd-003352","url":"https://climateinsightsdirectory.org/document/iisd-003352","title":"Adapting to Future Weather","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2009-03","source_url":"https://www.iisd.org/system/files/publications/pcr_producer_primer_mb.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the weather-related stresses faced by farmers in Manitoba, specifically in the southwest corner and around Riding Mountain, between 1999 and 2005. It identifies a prevalence of short-term coping strategies over long-term adaptation due to financial constraints and uncertainty. The findings highlight that while farmers rely on experience and networking, they are hindered by regulations, costs, and the increasing unpredictability of extreme weather events.","ai_generated":true,"unit":"iisd-003352#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate projections for Manitoba indicate warmer average temperatures, particularly in winter, earlier and wetter springs, and drier summers, alongside an increase in weather variability and extreme events such as hailstorms, tornadoes, and intense rainstorms.","ai_generated":true,"unit":"iisd-003352#insight-1","date_modified":"2026-10-23"},{"text":"Between 1999 and 2005, farmers in the southwest corner of Manitoba and the Riding Mountain area experienced significant moisture fluctuations, including the worst summer flooding on record for the province in 2005. Excess moisture and heavy rainfall were the most frequently cited concerns, leading to late or missed sowing, increased weeds, and lost yields.","ai_generated":true,"unit":"iisd-003352#insight-2","date_modified":"2026-10-23"},{"text":"Regional differences in weather stress were noted: farmers in the southwest were more concerned with drought and dry periods causing feed shortages and insect problems, while those around Riding Mountain were more impacted by frost and cold summer temperatures causing diseased or immature crops.","ai_generated":true,"unit":"iisd-003352#insight-3","date_modified":"2026-10-23"},{"text":"Most farmers employ short-term coping strategies—such as maintaining drainage, altering a single season's farm cycle, or making insurance claims—rather than long-term adaptation. This preference is driven by high financial and labour costs for infrastructure and technology, as well as uncertainty regarding whether current weather patterns represent permanent long-term trends.","ai_generated":true,"unit":"iisd-003352#insight-4","date_modified":"2026-10-23"},{"text":"Factors aiding adaptation include farmer networking, operational flexibility, and past experience, particularly with drought. Conversely, barriers include drainage regulations, a lack of political will, additional expenses, and conflicts with neighbours over flood-outs caused by upstream drainage.","ai_generated":true,"unit":"iisd-003352#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate variability","extreme weather event","drought","flood","greenhouse gas"],"geography_discussed":["Brandon","Riding Mountain"],"frame_perspective":[],"analysis_type":["qualitative interviews","case study"]},{"id":"issafri-002396","url":"https://climateinsightsdirectory.org/document/issafri-002396","title":"Crime and Policing in South Africa's rural areas","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2000-05","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/Mono47Full.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that rural South Africans are victimised at rates similar to urban residents, with stock theft and burglary being the most common crimes. Policing in these areas is described as predominantly reactive and severely hampered by geographic isolation, lack of infrastructure, and resource constraints. The author argues that short-to-medium term safety improvements should focus on enhancing the investigative and reactive capacities of local police stations rather than implementing complex participatory crime prevention programmes common in urban areas.","ai_generated":true,"unit":"issafri-002396#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Victimisation rates in rural areas are similar to those in urban areas, although the impact is often more severe due to a lack of social services and infrastructure. In a survey of 756 inhabitants across six provinces, 56.9% were victims of at least one crime between July 1993 and July 1998.","ai_generated":true,"unit":"issafri-002396#insight-1","date_modified":"2026-10-23"},{"text":"Stock theft was the most prevalent crime (affecting 17% of the sample), followed by burglary (16%). Evidence suggests that the theft of cattle and sheep may be organised and motivated by financial gain rather than necessity, as these crimes often involve both locals and outsiders.","ai_generated":true,"unit":"issafri-002396#insight-2","date_modified":"2026-10-23"},{"text":"A high proportion of violent crimes are domestic in nature. 72% of violent crime victims knew their offenders, with 46% identifying them as family members and 34% as a spouse or intimate partner.","ai_generated":true,"unit":"issafri-002396#insight-3","date_modified":"2026-10-23"},{"text":"Rural residents generally lack confidence in the South African Police Service (SAPS) and are dissatisfied with the service provided. Less than 25% of respondents believed the police were capable of dealing with crime in their areas.","ai_generated":true,"unit":"issafri-002396#insight-4","date_modified":"2026-10-23"},{"text":"Policing in rural areas is predominantly reactive due to severe resource constraints, including a lack of vehicles, driver's licenses, and trained personnel. For example, in Tugela Ferry, the operational ratio may be as low as one officer per 75,000 residents.","ai_generated":true,"unit":"issafri-002396#insight-5","date_modified":"2026-10-23"},{"text":"There is a paradoxical relationship between police visibility and feelings of safety; those who see police more frequently or live closer to a station often feel less safe. This is attributed to the fact that police are often only visible during high-violence crises.","ai_generated":true,"unit":"issafri-002396#insight-6","date_modified":"2026-10-23"},{"text":"Despite poor service and limited visibility, the police remain the primary authority for reporting crime. 84.2% of violent crime victims reported incidents to the police, though reporting for burglary was lower due to a lack of confidence in police ability to resolve the issue.","ai_generated":true,"unit":"issafri-002396#insight-7","date_modified":"2026-10-23"},{"text":"Community Police Forums (CPFs) are not widely established or effective in rural areas. Implementation is hindered by poverty, political tensions between rival groups, and perceptions that CPFs undermine traditional authorities.","ai_generated":true,"unit":"issafri-002396#insight-8","date_modified":"2026-10-23"},{"text":"The report recommends shifting the focus of rural safety from urban-style participatory prevention to improving the reactive and investigative functions of local stations. This includes devolving specialised units (like stock theft and murder units) to the station level.","ai_generated":true,"unit":"issafri-002396#insight-9","date_modified":"2026-10-23"},{"text":"Current police performance measurements based on reported crime rates are deemed inappropriate for rural areas. The report suggests using the ratio of arrests to priority crimes and conviction rates as key performance indicators.","ai_generated":true,"unit":"issafri-002396#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Eastern Cape","KwaZulu-Natal","Mpumalanga","Limpopo","North West","Free State","Tugela Ferry","Bulwer"],"frame_perspective":[],"analysis_type":["victim survey","policy assessment","qualitative interviews"]},{"id":"prio-001590","url":"https://climateinsightsdirectory.org/document/prio-001590","title":"‘Mtwara Will Be the New Dubai’: Dashed Expectations, Grievances and Civil Unrest in Tanzania","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/3861e967-f834-4fb6-8ebb-7dd2cfc3e333/Mtwara will be the new Dubai_manuscript_June2018.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research examines the link between horizontal inequalities and civil unrest in the Mtwara and Lindi regions of Tanzania. While these regions have faced long-term objective economic marginalization, the authors find that this structural inequality alone did not trigger conflict. Instead, the discovery of natural gas and subsequent government decisions—specifically the decision to pipe gas to Dar es Salaam instead of developing local industry—created frustrated expectations and perceptions of unfair treatment. Using survey data from 804 respondents and 35 interviews, the study demonstrates that the perception of being treated unfairly by the government is the strongest predictor of both support for and actual participation in protests and political violence.","ai_generated":true,"unit":"prio-001590#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Objective structural inequalities are insufficient to trigger civil unrest; the population in Southern Tanzania remained peaceful despite decades of economic, political, and social marginalization.","ai_generated":true,"unit":"prio-001590#insight-1","date_modified":"2026-10-23"},{"text":"The discovery of natural gas and subsequent government policy decisions acted as a catalyst for unrest by creating frustrated collective expectations and a sense of injustice.","ai_generated":true,"unit":"prio-001590#insight-2","date_modified":"2026-10-23"},{"text":"Perceptions of unfair treatment by the government are the most significant predictors of both support for and actual participation in civil unrest, including the use of political violence.","ai_generated":true,"unit":"prio-001590#insight-3","date_modified":"2026-10-23"},{"text":"While perceived regional economic inequality and frustrated collective expectations are associated with support for protests, they do not significantly correlate with actual participation in unrest.","ai_generated":true,"unit":"prio-001590#insight-4","date_modified":"2026-10-23"},{"text":"Individual perceptions of inequality (vertical inequality) have no significant effect on the likelihood of supporting or participating in mobilization, reinforcing the importance of group-based identity.","ai_generated":true,"unit":"prio-001590#insight-5","date_modified":"2026-10-23"},{"text":"The decision to construct a 532-kilometre pipeline to transport gas from Mnazi Bay to Dar es Salaam was viewed by locals as a breach of presidential promises to develop local industries.","ai_generated":true,"unit":"prio-001590#insight-6","date_modified":"2026-10-23"},{"text":"Demographic analysis indicates that younger people are more likely to support and participate in civil unrest.","ai_generated":true,"unit":"prio-001590#insight-7","date_modified":"2026-10-23"}],"climate_tags":["natural gas","natural resource management"],"geography_discussed":["Dar es Salaam","Kenya","Uganda","Ghana","Nigeria"],"frame_perspective":[],"analysis_type":["quantitative survey analysis","qualitative interviews","case study"]},{"id":"sei-001947","url":"https://climateinsightsdirectory.org/document/sei-001947","title":"Effects of Health Marketing Interventions on Cookstove Purchasing, Health Awareness and Willingness to Pay","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.sei.org/mediamanager/documents/Publications/SNV-2015-Cookstoves-health-Kenya-study.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study tested three behavioral interventions to increase the adoption of improved cookstoves in Kenya. While initial results showed improvements in health awareness, these findings lost statistical significance when controlling for village fixed effects and baseline imbalances. No significant increase in cookstove purchases was observed, with cost and lack of financing identified as primary barriers.","ai_generated":true,"unit":"sei-001947#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Initial analysis indicated that all three treatment groups experienced a statistically significant increase in the health awareness index at the 1% or 5% level, though these results were not robust when village fixed effects and control variables were applied.","ai_generated":true,"unit":"sei-001947#insight-1","date_modified":"2026-10-23"},{"text":"Contrary to the researchers' hypotheses, the treatments were initially associated with a decrease in willingness to pay for an improved cookstove: the SMS group decreased by 1,189KSh (1% significance), the graphic imagery group by 963KSh (5% significance), and the goal setting group by 895KSh (10% significance).","ai_generated":true,"unit":"sei-001947#insight-2","date_modified":"2026-10-23"},{"text":"The goal setting treatment showed a small, statistically significant increase (at the 10% level) in the likelihood of respondents changing their cookstove between the baseline and endline surveys, although this effect disappeared when baseline covariates were included.","ai_generated":true,"unit":"sei-001947#insight-3","date_modified":"2026-10-23"},{"text":"Overall cookstove adoption was very low, with only 1.4% of the total sample changing their cookstove during the study period.","ai_generated":true,"unit":"sei-001947#insight-4","date_modified":"2026-10-23"},{"text":"Qualitative interviews revealed that the most critical factors influencing cookstove purchase decisions are cooking time, smoke emissions, and the price of the stove.","ai_generated":true,"unit":"sei-001947#insight-5","date_modified":"2026-10-23"},{"text":"Durability of materials is the primary physical feature considered by buyers, with a strong preference for metal and stainless steel over ceramic, which was perceived as prone to cracking.","ai_generated":true,"unit":"sei-001947#insight-6","date_modified":"2026-10-23"},{"text":"Financial constraints are a major barrier to adoption; only 49% of the sampled population reported having any savings, and loans and business proceeds were identified as the most helpful financing options.","ai_generated":true,"unit":"sei-001947#insight-7","date_modified":"2026-10-23"},{"text":"Respondents reported high qualitative satisfaction with the interventions: 78% found SMS messages useful (mean score 8.3/10), and all respondents in the graphic imagery group found the images of lungs effective in conveying the dangers of smoke.","ai_generated":true,"unit":"sei-001947#insight-8","date_modified":"2026-10-23"}],"climate_tags":["household air pollution","energy efficiency","climate finance","deforestation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["randomized evaluation","quantitative analysis","qualitative interviews","correlational analysis"]}]}