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CX research method

Mobile ethnography

What it is

Clients document their own lived experience in real time on their phones — text, photos, video, voice — usually over days or weeks, guided by daily prompts on a diary-study platform.

"What actually happens outside our walls, before and between visits?"

What it tells you and what it cannot

Tells you Cannot tell you
In-context behavior across time and place, in the client's own voice Population-level frequencies — the sample is small and self-selected
The between-visit reality no in-office method sees Anything about people without smartphones, data, or digital confidence
Vivid photo/video/voice evidence that carries a room Whether a captured moment is typical or performed for the camera

How it runs

Who does the work Participants Elapsed time Cost
A researcher comfortable with remote moderation and media analysis; platform-supported 10–20 per segment 3–8 weeks (field 1–4) $$$ — platform license + incentives

Strengths, watch-outs and quality signals

Strengths

captures life between touchpoints; scalable to dozens; evidence is vivid and specific.

Watch out

self-selection toward the digitally confident; reactivity (entries performed, not lived); privacy exposure from user-generated media of homes and bystanders.

Signals of quality

rich in-context media rather than selfies-in-a-vacuum; themes that recur across participants; and findings that no staff member predicted.

Equity & consent

The biggest digital-access equity risk of the eight methods — it structurally excludes people without devices, data, or stable housing. Mitigate with loaner devices, data stipends, voice-first entry options, and multilingual prompts (major platforms support 30+ languages). Disable location tagging and brief participants on filming others; treat submitted media as PII.

When to choose it

When to choose

when the problem lives between touchpoints — renewals attempted at 11 pm, paperwork done at kitchen tables, the relay work families do around our hours.

Real-world anchor

dscout diary studies; Indeemo's two-week patient study that collected roughly 1,000 uploads from a small panel.

MOCK Illustrative / synthetic example — composite personas; quotes, scores, and figures are fabricated for demonstration. Internal decision-making only.

Between the visits: a two-week household diary

Study snapshot

For two weeks in July, twelve participants kept a diary on their phones about what it takes to get help from us: one to three entries a day, in text, photo, or voice, whichever was easiest in the moment. Amharic voice notes were translated by the platform. Participants received a data stipend and a loaner device where needed, and location tagging was switched off for everyone.

Why a diary? Because most of the work of getting help does not happen at our counters. It happens on a lunch break, at a bus stop, and at the kitchen table after the children are asleep — hours no staff member ever sees. A diary is the only method in our set that records those hours as they happen, in the participant's own words.

This report follows one record closely: P07, the study's only household diary — two adults documenting into a single shared record. When the study began they were 34 days into a second eviction notice, with $3,400 in rent arrears, and had already visited 6 offices, retold their situation 8 times, and completed 7 forms, with 2 of their 9 needs met. Together they logged 61 of the study's 402 entries: 34 voice notes from Hossina, mostly during the day, and 27 text-and-photo entries from Aboul, mostly after his evening shift.

Persona tile for Aboul and Hossina, a composite two-adult household documenting as one diary record while facing a second eviction notice.

Composite portrait of Aboul & Hossina

Aboul & Hossina

One household record. A second eviction notice, $3,400 in arrears, and a benefits workload split across two adults' schedules and languages.

Household, two adults, mid-thirtiesDiary record P07 of 12Hossina: daytime availability, Amharic voice notesAboul: more English, entries after evening shifts6 doors, 8 retellings, 7 forms, 34 days, needs met 2 of 9

Goal: Close the rent gap with a plan that sees the household, not half of it

Composite persona. Not a real client.

Method & sample note

A phone diary reaches only people who opt in twice: once to the study, once through a working smartphone. This household is reachable because the platform takes voice-first Amharic and the stipend covers the data; a family with no smartphone, no minutes, or no safe moment to record would never appear here. Nothing below is a rate — it is what twelve self-selected records chose to show.

Laptop and phone showing a realistic mixed-media mobile diary dashboard with a persona video entry, documentary photos, text, and one voice note.

composite · synthetic

A mixed-media diary brings together participant video, photos, text entries, and voice notes for pattern review.

Themes

Five themes recurred across P07's 61 entries. The chart shows how often each appeared; the sections below tell each one through the household's own entries, with the team's reading kept to a closing sentence. An entry can support more than one theme.

Five themes from 61 household entries, led by benefits work squeezed into breaks and late nights.

Benefits work in the seams of the workday

14
  • 12:10 pm eligibility call ends unanswered when the break ends
  • Letter photographed at the bus stop to reread on the ride
  • Forms filled after 11 pm

One case, two half-records

11
  • Counter file lists only Hossina
  • Worker asks where the husband is
  • Same documents carried to a sixth door

Translation is a second shift

9
  • 11:40 pm letter session at the kitchen table
  • App translates words but not amounts
  • English sentence rehearsed before the counter

The arrears math lives on an envelope

7
  • 3,400 owed minus 2,100 assistance, written again
  • The 1,300 gap never said back by any desk

The relay the system cannot see

8
  • Hossina holds the daytime, Aboul the English
  • 9:20 pm voice-note replay and handoff
  • Joint entries assemble one case nightly

Theme 1 — Benefits work happens in the seams of the workday

Phone photo of a breakroom counter with an active speakerphone hold beside an untouched lunch and note paper.

photo · synthetic

Lunch is 30 minutes. The music has had 19 of them. I eat standing so I can write if a person comes. 12:29 pm. — Aboul

Fourteen entries — the largest cluster in the record — show case work landing in the only minutes of the day nobody else owns: Aboul's 30-minute lunch break, and the hours after 11 pm. Calls happen from the warehouse breakroom, letters get photographed at the bus stop to be reread on the ride, and forms get filled at the kitchen table long after the offices close.

"12:10 I call the eligibility line. Break ends 12:40. Still the music. Eating standing up so a hand is free to write if a person comes. 12:29 — no person. Hanging up, dock is calling us back."

— Aboul, diary entry, Day 8, 12:29 pm

The hold queue does not know it is spending someone's lunch break. That day it took 19 of his 30 minutes and gave nothing back — and the next call has to come out of the same window tomorrow.

Theme 2 — One case, two half-records

Phone photo of a digital queue status screen showing a queue number and estimated wait in a modern benefits waiting area.

photo · synthetic

2:04 pm. My phone shows my queue number and estimated wait. I practice my English sentence while the board changes. Voice caption translated from Amharic. - Hossina

The household divides the work the only way their schedules allow: "Hossina can go at 2. Aboul has the English and is at work." So Hossina sits at the counters, and eleven entries show what follows: each program meets one adult and files that adult as the whole case.

"The worker asks where my husband is. At work, like every day. The file shows only my name, so today the household is only me. I record what she said so it is not lost on the bus."

— Hossina, voice note, Day 8, 5:50 pm, translated from Amharic

Every counter's record is internally correct — and jointly wrong. Nobody's file holds the whole household, so the couple reassembles the case themselves each night. As they put it: "We need someone to see the household, not half of it."

Theme 3 — Translation is a second, unpaid shift

Phone photo of a denial letter, a phone, and an envelope of handwritten math on a kitchen table late at night, all text unreadable.

photo · synthetic

11:40 pm. Third time through the letter tonight. The app translates the words but not the amounts, so we do the numbers on the envelope. — Aboul

Nine entries follow the same after-hours routine: an English-only letter arrives, and the household converts it into night work — photograph it, run it through a translation app, redo the math by hand, decide what it means. The app translates the words but not the reasoning.

"The letter says no, but it is using last year."

— Aboul, text entry beside a photo of the denial letter, Day 3, 11:52 pm

That one line carries the theme: the denial reasons from last year's income while the household lives in this one, and its logic never arrives in a language built to be understood.

Theme 4 — The arrears math lives on an envelope

Seven entries show the household's arithmetic running ahead of the system's. They know the number that matters; no office has said it back to them yet.

"Rent owed 3,400. Assistance letter covers 2,100. Gap 1,300. I write it on the envelope again. No desk has said 1,300 back to us yet."

— Aboul, diary entry, Day 5, 11:58 pm

Fast action, divided labor, exact math, persistence — the household's competence is primary data in this study, not a silver lining. The unclosed $1,300 gap is the system's, not theirs.

Theme 5 — The relay the system cannot see

Eight entries document a deliberate relay: Hossina holds the daytime, Aboul holds the English, and the baton passes at the kitchen table after 9 pm, when the day's voice notes get replayed against the letters.

"I hold the day, he holds the English. At night we put the two halves on the table and make one case out of them."

— Hossina, voice note, Day 11, 9:24 pm, translated from Amharic

No program sees this relay, and no record credits it — but it is the machinery keeping the case moving. Every recommendation later in this report is, one way or another, about taking work off this table.

Between-visit timeline

One representative weekday from the household record — Day 8, a Tuesday.

Day 8 flow from a 6:05 am planning note through a break-time call lost to a 19-minute hold and a 2 pm appointment with a late interpreter, to an 11:40 pm letter-translation session.

TimeLocationActorEventEmotionWait (min)Friction
6:05 am Kitchen Hossina Voice note listing the day: housing appointment at 2, pharmacy, school form Steady, listing 0 Planning happens before any office opens
7:38 am Bus stop Aboul Photographs the denial letter to reread on the ride to work Rereading, stuck 0 Letter is English-only
12:10 pm Warehouse breakroom Aboul Calls the eligibility line on his 30-minute break; hangs up unanswered at 12:29 Watching the clock 19 Queue outlasts the break window
1:20 pm Bus Hossina Rides to the housing program with the folder of forms Braced 0 Third trip with the same documents
2:00 pm Housing program counter Hossina Appointment begins; phone interpreter connects at 2:25 Waiting in two languages 25 Interpreter connected only after she asked
3:10 pm Housing program counter Hossina Told the file lists only her name Split 0 Record holds half the household
5:50 pm Bus home Hossina Records a voice note of everything the worker said before it fades Holding on 0 The answer travels home in memory
9:20 pm Kitchen Both adults Aboul home from shift; they replay the voice note against the letter Tired, methodical 0 The household is its own case conference
11:40 pm Kitchen table Both adults Line-by-line letter translation; arrears math redone on the envelope Exact, running on empty 0 Translation is unpaid night work

Then the record goes quiet. Days 9 and 10 pass with no entries — the only zero-entry days in P07's otherwise nightly documentation. On the morning of Day 11 there is one four-second voice note.

Hossina's four-second morning voice note after two silent nights: we were not home last night.

We were not home last night.

Hossina, household record P07, voice note, Day 11, 6:12 am, translated from Amharic invented

First entry after two silent nights; four seconds; no probe sent

Analyst flag. The gap is unresolved and stays that way. The diary shows the household's nightly rhythm broke and then resumed; it does not show why. The team chose not to probe a silence; no interpretation is offered.

Highlight-reel shot list

Stills pulled for the readout deck; all synthetic illustrations.

  • Day 3, 11:52 pm — the denial letter on the kitchen table, phone propped against the sugar jar, translation app open; text unreadable.
  • Day 5 — an envelope margin filling with ballpoint subtraction, numbers out of focus.
  • Day 8, 12:14 pm - breakroom counter; active speakerphone hold beside an unopened lunch container and note paper.
  • Day 8, 2:04 pm - phone queue status showing queue number and estimated wait in a waiting room, queue area blurred behind it.
  • Day 8, 9:20 pm — two phones side by side on the table, one mid-playback.
  • Day 11, 6:12 am — dark frame, audio only, four seconds.

Findings & recommendations

Findings tie to diary evidence; interpretation stays in the theme notes above; owners are roles, not names.

Five diary findings, each tied to evidence, a recommendation, an owner role, and a metric.

Finding Recommendation Owner Evidence · metric
Case tasks land in the only unclaimed minutes of the workday Offer scheduled callbacks and early-evening phone windows Benefits call-center operations lead 14 entries; Day 8: 12:10 pm call unanswered when the 30-minute break ends Share of calls resolved by callback
Programs hold two half-records of one household Pilot a client-carried household intake summary; pair with a consent review before any shared record Intake redesign team 11 entries; Day 8, 3:10 pm: file lists only Hossina Retellings per household, baseline 8
English-only letters convert to household night work Issue eligibility letters in the household's stated language with plain-language amounts Program communications manager 9 entries; kitchen-table photos of 11:40 pm sessions Letters sent in preferred language
In the counter visits P07 logged, interpretation began only after a request Log interpretation offers at check-in so the offer rate becomes measurable Lobby operations lead 4 logged visits; Day 8: interpreter at minute 25 Offers logged per shift
The household's arrears math runs ahead of the eligibility file Accept current-month income documentation at review for active eviction cases Eligibility policy lead 7 entries; envelope ledger photo; prior-income denial cited in 4 Denials revisited on current-income evidence

Limitations & quality self-check

  • Small n, self-selected. Twelve records, one featured household: depth, not measurement, never a rate.
  • Performed for the camera. A diary is self-curated; the tidy envelope math and steady 6:05 am lists may be partly composed for the researcher's eyes.
  • Translation layer. Hossina's Amharic reaches analysts through platform translation, with back-translation spot-checks on 10 notes; register and nuance can flatten in transit.
  • The silent nights. Days 9–10 produced no entries and one terse morning note. What those nights held is an explicit unknown of this record: the method captures only what participants choose to show.
  • Unknowns preserved, unresolved (verbatim from the persona dossier):
    • Which denials are local practice versus state or federal rule
    • How often language access is offered before a client asks
    • Whether household-level records can be used without erasing individual consent
  • Self-check. One household, one record throughout; both adults' voices present; finding, interpretation, and recommendation kept on separate labeled lines; geotagging off; no entry either adult flagged as private was used.

DCHS Insights CX

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