Fieldwork Sprint and Data Analysis

A compressed, deliberately narrow encounter with a real social setting — not a complete ethnography, but a disciplined body of firsthand data gathered over a short period (roughly 8–12 hours across 3–5 sessions).

Bounded (you can say who belongs and where it ends) and accessible (you can return repeatedly). Examples: laundromat, climbing gym, community garden, Discord server.

Returning to the same setting multiple times lets you distinguish what is patterned from what was a one-off occurrence.

1) Jottings — in-the-moment fragments, quotes, times, sketches. 2) Full fieldnotes — expanded within 24 hours, concrete and low-inference. 3) Memos — separately tagged speculation, theory connections, and personal reactions.

In full fieldnotes, write only what a camera and mic would have captured. "She seemed annoyed" is inference; "she exhaled, looked at the clock, and repeated the question louder" is data.

Do no harm, obtain plain-language informed consent for interviews, pseudonymize everyone, never record without permission, and avoid settings involving vulnerable people or illegality.

An interview with 6–8 prepared open questions plus the freedom to follow up. Favor "walk me through the last time you…" over "do you think that…"

People narrate concrete episodes accurately but theorize about themselves badly.

Attaching short labels to segments of data so patterns across the corpus become visible and countable.

Open (first-cycle): line-by-line labeling that stays close to the data, using in vivo codes. Focused (second-cycle): grouping the 40–60 messy codes by what recurs and co-occurs into larger themes.

A code that uses the participants' own words, e.g., `"you gotta watch your stuff"` from a laundromat study.