Qualitative Data Definition: What Counts as Data

According to LSE Impact (10 August 2026), qualitative data includes more than transcripts and quotations: it can include silences, pauses, fieldnotes, spatial arrangements, and informal conversations, and researchers must document how those materials became evidence. Read the original piece at LSE Impact.

• LSE Impact published the argument on 10 August 2026 that qualitative data should include non-textual observations when systematically recorded and compared.
• According to LSE Impact (10 August 2026), researchers should keep clearer audit trails and explain why silences or absences became analytically significant.
• According to LSE Impact (10 August 2026), AI tools help with transcription, coding, and organization, but they cannot on their own determine the analytic meaning of contextual observations.

LSE Impact argued on 10 August 2026 that qualitative data should be understood broadly, not limited to transcripts and quotations.

According to LSE Impact (10 August 2026), classic qualitative materials include interview recordings and transcripts, but the author highlights that researcher fieldnotes, silences, hesitations, spatial arrangements, and informal conversations can also be evidence when they are systematically recorded and compared.

According to the SAGE Handbook of Qualitative Research, methodological transparency is central to judging qualitative rigor; LSE Impact (10 August 2026) extends that point to say transparency must cover how non-textual observations were produced and used.

The LSE Impact article states that “An interview is not simply a container for answers, ” and that researchers should ask why pauses, silences, or absences occurred and whether those moments repeat across cases.

The LSE Impact article also states, “Rather, qualitative research broadens what can count as data, ” and it recommends clearer audit trails and careful anonymisation decisions when sharing sensitive materials.

Researchers should treat the qualitative data definition as plural: transcripts are necessary but not always sufficient for claims.

According to LSE Impact (10 August 2026), research teams should adopt three practices: systematic fieldnote protocols, explicit coding rules for non-verbal signals, and documented decisions about what cannot be shared for ethical reasons.

User research teams and ethnographers should plan data collection instruments to capture context: audio/video when ethically possible, structured fieldnote templates, and situational metadata such as room layout or who was present.

Policy analysts and evaluators should require transparent audit trails when commissioning qualitative work, as recommended by LSE Impact (10 August 2026), so readers can see how silences, absences or spatial cues informed conclusions.

LSE Impact (10 August 2026) reframes the qualitative data definition to include non-textual observations when those observations are systematically recorded and compared.

Researchers should adopt structured fieldnote protocols, time-stamped annotations, and clear audit trails so silences, spatial cues, and informal talk can be valid evidence.

Teams that want to combine AI-assisted transcription and coding with transparent provenance should consider tools that preserve annotations and human review workflows.

To try these approaches, explore how Evidano supports transcripts, fieldnotes, and audit trails and Try Evidano for free.