Project Snapshot
Overview
A multi-client body of tourism research (Jul 2025 – Mar 2026) where my contribution focused on interview moderation, discussion-guide feedback, session documentation, debrief observations, and survey localization support.
- Research Analyst / IDI Moderator
- Discussion Guide Review & Clarifying Questions
- Live Notes & Transcript-Backed Summaries
- Survey Localization & Instrument QA
- IDI Moderation
- Adaptive Follow-Up Probes
- Live Note-Taking
- Transcript-Backed Session Summaries
- Debrief Theme Observations
- Chinese Survey Translation & Logic Check
- Discussion-guide suggestions and clarifying questions
- Richer IDI coverage through real-time follow-ups
- Debrief-ready notes and observed themes
- Mainland Chinese survey localization QA
Audience Groups Studied
Challenge
These were broader client projects with tailored research designs. My role was to help make the qualitative work sharper in execution: reviewing guides before sessions, probing when participant answers needed more detail, and documenting what happened clearly enough for debrief and synthesis.
- Keep interviews aligned to each project's core research questions
- Ask useful real-time follow-ups without derailing the guide
- Document participant reactions, confusion, and recurring themes
- Support survey clarity for a Mainland Chinese audience
Research Focus
Research topics I helped explore through moderation, follow-up probes, note-taking, and debrief observations across the tourism projects.
Research Approach
Each client project had a tailored design owned by the broader team. My work sat in the execution layer: guide review, IDI moderation, notes, debrief observations, and survey localization support.
Methods
- Discussion Guide Review
- IDI Moderation
- Real-Time Follow-Up Probes
- Core Topic Coverage Checks
- Live Interview Notes
- Transcript-Backed Session Summaries
- Debrief Theme Observations
- Participant Reaction Notes
- Chinese Survey Translation
- Survey Logic Review
- Logic Issue Flagging
- Cross-Cultural Wording Checks
Research Topics Covered Across Projects
Interview Signals & Debrief Observations
Examples of the kinds of signals I documented during IDIs and raised in debriefs. Specific project findings are NDA-constrained, so these are generalized contribution-safe examples.
| Signal Type | How I Used It | Contribution Mode |
|---|---|---|
| Hesitation / pause after stimulus | Asked follow-up questions or flagged confusion in notes | Moderation + live notes |
| Positive spontaneous associations | Captured participant language for transcript-backed summaries | Session documentation |
| Concerns raised unprompted by residents | Probed the concern and noted recurring language for debrief | Adaptive probing + debrief support |
| Attribution errors (wrong destination named) | Documented attribution errors and asked what cues led participants there | Stimulus discussion notes |
| Emotional language around identity / pride | Preserved wording and context for broader team synthesis | Transcript-backed notes |
Debrief-Ready Observations
When participants connected or misattributed a creative, I documented the cues they used and asked follow-ups to clarify why.
When residents gave nuanced answers, I probed for the concern underneath the first response and preserved those details in notes.
When participants reacted to food, heritage, or local identity cues, I captured the explanation behind the reaction, not just whether it was positive or negative.
Hesitation and spontaneous reactions during stimulus review often pointed to places where follow-up questions could sharpen the team's understanding.
Good moderation meant listening for the answer behind the first answer.
Real-time follow-ups, careful notes, and debrief observations helped the broader teams preserve context that a transcript or survey response alone could flatten.
Contribution Outputs
Defensible outputs from my role across the broader client projects.
Research Support Outputs
Suggestions and clarifying questions where the guide could better surface participant reasoning.
Moderated interviews and asked adaptive follow-ups to explore core research topics in real time.
Notes captured during sessions, focused on participant reactions, explanations, and notable moments.
Typed notes and summaries using both live notes and interview transcripts.
Shared observed themes or notable patterns when the team asked what stood out after sessions.
Translated one survey for a Mainland Chinese audience and flagged logic issues while working through the instrument.
Research Value Added
Reflection
What supporting these tourism research projects taught me about moderation, documentation, and audience context.
Moments of hesitation, confusion, or unexpected emotion during stimulus review often showed where a real-time follow-up question could make the interview more useful.
Residents, visitors, and prospective tourists hold fundamentally different relationships to the same destination — a campaign that resonates with one group can land poorly with another.
For campaign research support, careful moderation and documentation can preserve context that gets lost when a session is reduced to a transcript alone.