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Research Plan

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Research Plan — Wend Wayfinding Study

Client: Wend (walking / wayfinding app) Researcher: M. Ostrowska (independent) Contract window: through Aug 2026 Study type: generative / foundational — contextual inquiry + diary study Doc status: v1.2, approved by client 2026-05-15

Background & purpose

Wend is building a walking-first wayfinding app and wants to design for how people actually find their way, not for how map software assumes they do. The product team has strong opinions about turn-by-turn; nobody has watched real people navigate an unfamiliar city recently. This is generative work: we're not testing the app (there's barely an app), we're building the foundational model of wayfinding behavior that the design should answer to.

The deliverable that matters is not a report. It's a shared mental model of how people orient, get lost, and recover — grounded in evidence — that product and design can carry in their heads. (Borrowing the diary-study structure from Elena's old fieldwork protocol — see Dr. Ruiz. It held up for a decade; it'll hold here.)

Research questions

  • RQ1. How do people build a mental model of an unfamiliar place, and what do they navigate by — instruments, landmarks, story, body?
  • RQ2. What actually happens in the moment of getting lost — the triggers, the emotional texture, the recovery strategies?
  • RQ3. How does reliance on turn-by-turn navigation change the experience of a place over time (skill, confidence, memory)?
  • RQ4. What do experienced local navigators (couriers, walkers, delivery riders) know that the map doesn't encode?

Method

Two methods, deliberately paired so each covers the other's blind spot.

1. Contextual inquiry — in-context walk-alongs (primary) Accompany each participant on a real navigation task through an unfamiliar-to-them area. Master–apprentice framing: you lead, I follow and ask. Think-aloud where it doesn't distort behavior. I record route, hesitations, glances at phone, recovery moves, and the verbatim language they use for places. Roughly 60–75 min each.

2. Diary study — 2 weeks, longitudinal (secondary) Each participant logs wayfinding moments over two weeks via a lightweight prompt (voice memo or photo + one line), triggered by three events: got lost, found a shortcut, or noticed a landmark. Catches the everyday behavior a single walk-along can't — and the drift of habit over time. Light-touch on purpose; over-instrumented diaries die by day 3.

Participants

Sample: n = 8. Small by design — this is depth work, not a survey. Recruited for range, not representativeness.

Screener criteria

  • Mix of newcomers (< 3 months in a city) and long-term locals / professional navigators
  • Range of baseline map-reliance (self-reported: "I'm lost without it" → "I never use it")
  • At least 2 who navigate for work (courier, delivery, tour, postal)
  • Mix of walkers, cyclists, transit-users
  • Exclude: professional cartographers / GIS folks (too expert), Wend team + friends
IDProfileMap relianceWritten up
P01Newcomer, 2 months, transit-firsthighfield notes only
P02Local, 20+ yrs, walkerlowfield notes only
P03Newcomer, 6 weeks, driveshighfield notes only
P04Newcomer, 6 weeks, walks everywhere, gets lost constantlyvery highInterview — P04
P05Local, tour guidelowpending
P06Transplant, 3 yrs, "finally stopped using it"mediumpending
P07Bike courier, 3 yrs, navigates by feelnear zeroInterview — P07
P08Newcomer, 1 month, anxious navigatorvery highpending

(Full write-ups for P04 and P07 first — they're the two poles of the sample and the richest sessions. Rest are captured in raw field notes, synthesized in Synthesis — Wayfinding.)

Timeline

PhaseDatesOutput
Recruiting & screeningMay 12–268 confirmed, consented
Walk-alongsMay 27 – Jun 13session notes, audio, route traces
Diary study (parallel)Jun 2 – Jun 16~112 diary entries target (8 × 2 wk)
Synthesis / affinity mappingJun 17 – Jul 2themes → Synthesis — Wayfinding
Readout + design implicationsJul (mid)working session with client
Buffer / follow-upsthrough Augcontract close-out

Analysis approach

Thematic + affinity. Transcribe the load-bearing bits, tag observations, cluster bottom-up on the wall (no a-priori framework — let the categories emerge). Triangulate walk-along behavior against diary self-report; the gap between what people do and what they say they do is usually where the insight lives.

The wall mid-synthesis. Blue = observed behavior, pink = verbatim quotes, yellow = my inferences (kept separate on purpose — the inference is the part I'm most likely to be wrong about).

Ethics & consent

Informed consent, recorded. Participants can stop the walk anytime; we don't navigate anywhere they'd feel unsafe. Audio stored locally, deleted post-synthesis. Pseudonymized to P0x in all artifacts. Location traces generalized (no home addresses in any deliverable, ever).

Deliverables

  1. Synthesis — Wayfinding — themes + design implications (the real deliverable)
  2. Two annotated deep-dive interviews (Interview — P04, Interview — P07)
  3. Verbatim highlight reel for the readout
  4. A one-page model the team can pin above their desks

The map is not the territory, and the app is not the wayfinding. We're studying the second thing.