Thematic analysis | How to present qualitative findings (4 mistakes)

Qualitative findings often get marked down not because the analysis is weak, but because the results chapter is hard to follow. The most damaging pattern is missing “sign posting”: readers need clear, repeated guidance that links sections together, points to where ideas were first introduced, and shows how each new part builds on what came before. Without that navigation, even strong themes can feel disconnected, and examiners may struggle to verify that the conclusions genuinely follow from the data.

A second recurring failure is starting the results chapter without a quick visual map of what was found. After reminding readers of the research questions, the chapter should immediately summarize the main findings in a few lines and then direct readers to a table (or other visual) that lays out the themes and sub-themes. That snapshot acts like an anchor for everything that follows: readers can return to it while reading, track which theme is being discussed, and understand what comes next.

Closely tied to that is confusion about how the findings answer the research questions. This can happen when research questions aren’t revisited at the start (or within sections), or when the thematic framework isn’t presented clearly enough to show why particular themes are retained. The guidance here is not to force every finding to map neatly onto every question. Instead, the chapter should make the overall contribution of each theme clear—how the pattern of what’s being reported helps the reader understand the context and ultimately respond to the research questions.

Beyond structure, the results chapter can lose credibility through poor use of participant quotes. Over-reliance on quotes—one quotation after another without interpretation—makes the chapter tedious and shifts the burden of analysis onto the reader. Underuse of quotes creates the opposite problem: readers may doubt whether claims are grounded in the data or reflect bias. The fix is balance: pair quotes with narrative that explains why each quote appears and what it demonstrates.

Quote handling also needs practical discipline. Quotes should be meaningful and accompanied by direct explanation (not just dropped in as evidence). Extremely long quotes—especially multiple long excerpts on a single page—should be avoided unless there’s a clear reason and careful commentary. Very short quotes can look awkward when formatted as isolated blocks; they work better when integrated into the surrounding text.

Finally, a results chapter can become confusing when its structure doesn’t match the nature of the data. Several organizing models are possible—by research questions, by main themes, by methods (e.g., interviews vs. focus groups vs. observations), or by participant groups (e.g., teachers vs. students). The key is choosing the clearest structure for the specific study, not forcing the findings into a template that creates mismatched mixtures of themes and methods under the same headings. The overarching standard is ownership and clarity: the reader should know the results as well as the researcher does, because the chapter makes the logic, evidence, and structure easy to track.