Types of Mixed Methods Analysis
1 / Convergent Design
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Collects qualitative + quantitative data simultaneously.
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Analyzes separately, then merges results.
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Useful for comparing findings across methods.
2 / Explanatory Sequential Design
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Begins with quantitative data collection.
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Qualitative phase explains or expands results.
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Ideal for clarifying unexpected outcomes.
3 / Exploratory Sequential Design
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Starts with qualitative exploration.
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Quantitative phase tests or measures themes.
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Useful for instrument development.
4 / Embedded Design
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One method nested within the other.
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Adds depth to experimental or correlational studies.
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Often used in evaluation research.
5 / Multiphase Design
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Combines multiple mixed methods across phases.
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Long-term studies or large-scale programs.
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Integrates iterative cycles of data.
6 / Transformative Design
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Guided by a theoretical or advocacy lens.
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Emphasizes equity and marginalized voices.
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Integrates methods to support social change.
7 / Triangulation
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Uses multiple methods to cross-validate findings.
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Increases credibility and robustness.
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Common in program evaluation.
8 / Integration Strategies
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Merging, connecting, and embedding data.
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Joint displays for side-by-side comparison.
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Essential to produce coherent conclusions.