Sequential Pragmatic Mixed Methods — Pragmatism-Guided Sequential Design
Sequential Pragmatic Mixed Methods Design · Also known as: sequential pragmatic MMR, pragmatic sequential mixed design, sequential pragma-driven mixed methods, pragmatism-guided sequential mixed methods
Sequential pragmatic mixed methods is a mixed-methods research design in which quantitative and qualitative data strands are collected and analyzed in a defined sequence — one strand following and building on the other — with the entire design anchored in a pragmatic philosophical worldview. Pragmatism foregrounds research usefulness and problem-solving, treating method choice as a practical decision rather than an ideological commitment, and it provides the integrative logic for combining the two strands into actionable insights.
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When to use it
Use sequential pragmatic mixed methods when (1) a single-strand design is insufficient to answer a complex, applied research question, (2) the research purpose is clearly practical — informing policy, intervention design, program evaluation, or professional practice — and (3) collecting data in sequence is feasible (sufficient time and resources for two distinct phases). It is particularly well-suited to applied fields such as education, public health, nursing, organizational studies, and social policy. Do NOT use this design when the research timeline is too compressed to complete two full phases; when a concurrent design or a single-strand study would adequately answer the question; when the connecting logic between phases cannot be articulated; or when the philosophical stance of the research team is firmly paradigm-committed (e.g., strictly interpretivist or positivist) rather than pragmatic.
Strengths & limitations
- The sequential structure creates a clear, traceable logic in which each phase informs the next, strengthening the overall argument.
- A pragmatic worldview liberates the researcher from paradigm wars, allowing the most appropriate methods to be chosen for each phase.
- Well-suited to applied and translational research where producing actionable findings is the primary goal.
- The explicit connecting procedure between phases enhances methodological transparency and replicability.
- Produces both breadth (quantitative generalizability) and depth (qualitative understanding) within a single study.
- Sequential designs require substantially more time and resources than single-strand or concurrent designs.
- Phase 2 sampling and instruments depend on Phase 1 findings, so the full design cannot be finalized before data collection begins.
- Pragmatism as a philosophical stance may be perceived as theoretically thin in disciplines with strong paradigmatic traditions.
- Integration of findings from two temporally separated strands can be challenging, particularly if the strands produce discrepant results.
- Publishing in journals with a single-method tradition may be difficult; mixed methods reporting standards are not universally adopted.
Frequently asked
How is this different from a standard explanatory or exploratory sequential design?
A standard explanatory or exploratory sequential design describes the direction and purpose of the sequence (explaining quantitative results vs. building toward measurement). The 'pragmatic' qualifier specifies the philosophical worldview driving design decisions — pragmatism — which means method and priority choices are governed by what best serves the practical research question rather than by paradigmatic allegiance. In practice, many sequential designs are implicitly pragmatic; making it explicit signals a commitment to problem-driven, fit-for-purpose decision-making throughout.
Does a pragmatic stance mean I can ignore methodological rigor?
No. Pragmatism means fitness-for-purpose guides design choices, not that quality standards are relaxed. Each strand must still meet the rigor criteria appropriate to its paradigm: statistical validity and reliability for quantitative work, and credibility, transferability, dependability, and confirmability for qualitative work. Pragmatism licenses eclectic method selection; it does not excuse sloppy execution.
How do I report the integration in a journal article?
Use a joint display — a table or figure that places quantitative and qualitative findings side by side — and write an explicit meta-inference section that draws a higher-order conclusion from the combined evidence. Follow the Journal Article Reporting Standards for Mixed Methods Research (Levitt et al., 2018, American Psychologist) or the relevant discipline-specific standards. Clearly describe both strands, the connecting procedure, and the integration logic.
Can the qualitative strand come first in a sequential pragmatic design?
Yes. If pragmatic reasoning supports starting with qualitative exploration — for example, to generate hypotheses or develop survey items grounded in participants' own language — then a QUAL → quan sequence is appropriate. The pragmatic worldview explicitly supports whichever sequence best serves the research problem. The connecting procedure must then document how qualitative themes or categories shaped the quantitative instrument or sampling frame.
What sample sizes are needed?
Each strand requires a sample size appropriate to its own methods. The quantitative strand should be powered for the planned analyses (consult a power analysis for inferential statistics). The qualitative strand should aim for theoretical saturation, typically 15–30 participants for interviews, though this varies by design. The two strands often involve different participants, though purposeful sampling of Phase 1 subgroups for Phase 2 follow-up is also common and is often central to the connecting logic.
Sources
- Creswell, J. W., & Plano Clark, V. L. (2018). Designing and Conducting Mixed Methods Research (3rd ed.). SAGE Publications. ISBN: 978-1483344379
- Tashakkori, A., & Teddlie, C. (Eds.). (2010). SAGE Handbook of Mixed Methods in Social and Behavioral Research (2nd ed.). SAGE Publications. ISBN: 978-1412972666
How to cite this page
ScholarGate. (2026, June 3). Sequential Pragmatic Mixed Methods Design. ScholarGate. https://scholargate.app/en/research-design/sequential-pragmatic-mixed-methods
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- Concurrent Pragmatic Mixed MethodsResearch Design↔ compare
- Explanatory Sequential Mixed Methods DesignResearch Design↔ compare
- Exploratory Sequential Mixed Methods DesignResearch Design↔ compare
- Pragmatic Mixed Methods DesignResearch Design↔ compare
- Sequential Transformative Mixed MethodsResearch Design↔ compare