Qualitative market research produces vast amounts of language: interview transcripts, focus group recordings, open-ended survey answers, social media text. Yet the analysis usually stops at what participants explicitly say: themes, mentions, word frequencies, positive/negative counts.
Linguistics suggests that this leaves much of the data unread. In every language, speakers choose words and grammatical structures within milliseconds and largely automatically, and each choice carries implicit information alongside the explicit message.
Consider three participants describing the same past habit:
- English: “I went to the gym every morning” vs “I was going to the gym every morning”
- Spanish: “fui al gimnasio” (preterite) vs “iba al gimnasio” (imperfect)
- Turkish: “spor yaptım” (‘I did sport’, completed) vs “spor yapıyordum” (‘I was doing sport’, continuous)
The facts are identical. What differs is grammatical aspect: whether the speaker presents the experience as closed or as something still mentally open (Comrie, 1976). Languages encode this differently, but the category itself is widespread, and so is its analytical value.
The same holds for word order and focus, for markers of how a speaker knows something (experience, inference or hearsay), and for the metaphors people reach for. These are systematic and measurable, not stylistic noise.
Two consequences for research practice follow:
- Linguistic analysis is not limited to counting words or scoring sentiment. It draws on morphology, syntax, semantics, pragmatics, cognitive linguistics and sociolinguistics.
- It can be applied to data that has already been collected. A second, deeper layer of insight can be drawn from existing transcripts without new fieldwork. In a period when resources are increasingly limited, avoiding data waste matters as much as avoiding any other kind of waste.
In the coming weeks we will look at these categories one by one, with examples from Turkish, English and other languages.
References
Comrie, B. (1976). Aspect: An Introduction to the Study of Verbal Aspect and Related Problems. Cambridge University Press.