Data Collection: Leveraging our in-country consultants, local partner companies and our in-house data manager, we gather survey data and conduct in-depth interviews, key informant interviews, and focus group discussions, either in-person or online, using innovative and digital approaches.
Advanced Statistical Data Analysis:
We transform complex data into actionable insights and tailored recommendations, enabling our clients to develop strategic plans and scale up sustainable, positive change. Our expertise encompasses advanced statistical techniques, including
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multivariate regression analysis,
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time-series analysis
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causal inference and counterfactual methods (see Rigorous Impact Evaluations),
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machine learning algorithms, and
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forecasting models.
Qualitative methods: We carry out qualitative studies to complement quantitative insights and gain a deeper understanding through triangulation. Our goal is to derive actionable solutions and recommendations for our clients.
Among others, we offer the following qualitative methods:
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Contribution Analysis,
- Outcome Harvesting
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Most Significant Change Analysis
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Most Similar Case design
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Case Stories
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Qualitative Comparative Analysis
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Process Tracing
Mixed-Methods: We employ a mixed-methods research approach in all our work, combining rigorous quantitative data and qualitative insights within the same study. By triangulating data sources, we ensure a comprehensive understanding of holistic impact and uncover impact pathways, enabling actionable and targeted recommendations.