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Thematic analysis and its reconceptualization as 'saliency analysis'.

Stephen Buetow1

  • 1Department of General Practice and Primary Health Care, University of Auckland, Auckland 1142, New Zealand. s.buetow@auckland.ac.nz

Journal of Health Services Research & Policy
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Summary

This study introduces saliency analysis, an enhancement to thematic analysis in qualitative research. It identifies important, non-recurrent codes that thematic analysis might otherwise miss.

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Area of Science:

  • Qualitative Research Methods
  • Data Analysis Techniques

Background:

  • Thematic analysis is a common qualitative research method.
  • It focuses on recurring codes (themes) and may overlook important non-recurring codes.
  • This limitation can hinder the discovery of nuanced or context-specific insights.

Purpose of the Study:

  • To propose 'saliency analysis' as an enhancement to traditional thematic analysis.
  • To address the limitation of thematic analysis in identifying important but non-recurrent codes.
  • To provide a method for uncovering potentially crucial data points that thematic analysis might ignore.

Main Methods:

  • Introduces the concept of 'saliency analysis'.
  • Defines saliency analysis as a method that assesses codes based on recurrence, importance, or both.
  • Distinguishes between recurrence and importance in code evaluation.

Main Results:

  • Saliency analysis can identify codes that are highly important but do not recur.
  • It complements thematic analysis by capturing a broader range of significant findings.
  • This approach can reveal insights valuable for real-world problem-solving or advancing understanding.

Conclusions:

  • Saliency analysis enhances qualitative data interpretation by considering code importance alongside recurrence.
  • It offers a more comprehensive approach to qualitative analysis, ensuring valuable insights are not missed.
  • This method is particularly useful for studies aiming to address practical problems or deepen theoretical understanding.