Qualitative inquiry in nursing and health research: Introducing RRITA, a rapid, reflexive, integrated approach to thematic analysis.

BACKGROUND

Qualitative inquiry is central to nursing and health research, yet many established analytic approaches require substantial time and expertise. These demands can pose challenges for researchers working within constrained timelines and multidisciplinary teams. RRITA, a Rapid, Reflexive, Integrated approach to Thematic Analysis, was developed to address the persistent tension between rigour and feasibility.

AIM: To introduce RRITA as a reflexive qualitative analysis method, providing a theoretically grounded and practically actionable guide to its implementation.

DESIGN

Methodological paper outlining the conceptual foundations, analytic workflow, and applied features of RRITA, illustrated with data from a study on gratitude in palliative care.

METHODS

RRITA comprises seven steps organised around an alternating expand-compress cadence. In steps 1 and 2, researchers formulate a paradigm-aligned research question and define domains to populate the initial structure of the RRITA matrix, the method's central analytic instrument, maintaining a direct line of sight between raw data and analytic output while preserving subtle meanings and complexity. Researchers generate raw data in step 3 and refine them in step 4. Steps 5 and 6 shift to line-by-line inductive coding grounded in participants' accounts, iterative theme construction supported by theme warrants, and active engagement with analytic tensions and discordance. Step 7 culminates in a coherent narrative that integrates thematic articulation and interpretation, illustrative data, the reflexive pivot, and scholarly literature. Throughout the research journey, RRITA supports the systematic scrutiny of researcher subjectivity through the embedded practices of reflexive anchoring and notes.

RESULTS

RRITA supports rigorous qualitative analysis through a structured workflow that synthesises key features of reflexive thematic analysis and rapid qualitative approaches. It introduces three integrative analytic innovations: embedded, situated reflexive practices, systematic engagement with discordant data and analytic tensions, and a versioned matrix trail documenting the analytic process from the initial reflexive anchor to final theme construction.

CONCLUSION

RRITA proposes that rigour and accessibility are complementary when supported by thoughtful methodological design. It offers a theoretically grounded approach to qualitative inquiry that fosters interpretive depth while accommodating the practical constraints of nursing and health research.

IMPACT: RRITA is particularly suited for clinical inquiry, teaching, and student supervision. Its versioned matrix trail renders analytic reasoning visible and discussable at each step, supporting the development of interpretive competence and the timely generation of high-quality evidence to inform contemporary nursing practice and policy.