{"site":{"name":"Koji","description":"AI-native customer research platform that helps teams conduct, analyze, and synthesize customer interviews at scale.","url":"https://www.koji.so","contentTypes":["blog","documentation"],"lastUpdated":"2026-05-30T07:58:07.959Z"},"content":[{"type":"documentation","id":"e0950b99-d148-4a4a-9de9-41e84abfd675","slug":"trauma-informed-user-research","title":"Trauma-Informed User Research: How to Interview on Sensitive Topics Safely and Ethically","url":"https://www.koji.so/docs/trauma-informed-user-research","summary":"How to apply SAMHSA's six trauma-informed care principles (Safety, Trustworthiness, Peer Support, Collaboration, Empowerment, Cultural Humility) to UX research from screener through debrief. Covers 7 high-risk verticals, a 6-stage interview framework, the 10 most damaging mistakes, and how AI-moderated interviews like Koji enforce script-consistent, opt-out-respecting safety by default.","content":"# Trauma-Informed User Research: How to Interview on Sensitive Topics Safely and Ethically\n\n**The answer up front:** Trauma-informed user research applies SAMHSA's six principles of trauma-informed care — Safety, Trustworthiness, Peer Support, Collaboration, Empowerment, and Cultural Humility — to every phase of UX research: screening, consent, interviewing, analysis, and team debrief. It is **not a niche method for healthcare research only**. With roughly **90% of U.S. adults** experiencing at least one traumatic event in their lifetime ([Eggleston & Noel, JUX 2024](https://uxpajournal.org/trauma-informed-design-leveraging-usability-heuristics-on-a-social-services-website/)) and **63.9% reporting at least one Adverse Childhood Experience** ([CDC MMWR, 2023](https://www.cdc.gov/mmwr/volumes/72/wr/mm7226a2.htm)), any user research study can surface a trauma response. Trauma-informed practice is a quality standard for every researcher — and AI-moderated platforms like Koji are uniquely well-suited to operationalize its principles at scale because they enforce a consistent, non-judgmental, opt-out-respecting interview structure across every session.\n\n---\n\n## Why \"sensitive vs. non-sensitive\" research is a false binary\n\nResearchers often assume trauma-informed practice is only needed for mental-health or domestic-violence studies. The evidence says otherwise.\n\n- **Trauma exposure is nearly universal.** Globally, ~70.4% of individuals experience at least one potentially traumatic event in their lifetime; 30.5% are exposed to four or more ([NCBI StatPearls / Kessler et al., World Mental Health Survey](https://www.ncbi.nlm.nih.gov/books/NBK604200/)).\n- **ACEs are the rule, not the exception.** Per the CDC's analysis of 264,882 BRFSS respondents (2011–2020), **63.9% of U.S. adults reported at least one ACE; 17.3% reported four or more** ([CDC MMWR Vol. 72, No. 26](https://www.cdc.gov/mmwr/volumes/72/wr/mm7226a2.htm)).\n- **Financial trauma is widespread.** The Money and Mental Health Policy Institute found people with debt are **three times more likely** to have a mental-health problem; **72% said their mental-health problems made their financial situation worse** ([Money and Mental Health Policy Institute](https://www.moneyandmentalhealth.org/money-and-mental-health-facts/)).\n- **Workplace trauma is rising.** In 2025, **63% of HR professionals deemed burnout 'very likely'**, with a further 15% at risk ([Spring Health, 2025](https://www.springhealth.com/blog/employee-burnout)).\n\n> \"This idea that there's 'sensitive' and 'non-sensitive' research is a false binary.\"\n> — Code for America Qualitative Research Team, quoted in [Lighthouse, *Navigating the User Research Process When Exploring Sensitive Topics*](https://wearelighthouse.com/blog/user-research-process-sensitive-topics/)\n\nA fintech interview about budgeting can surface debt-related shame. An ecommerce post-purchase interview can surface grief (the gift was for a deceased relative). A workplace tools usability study can surface burnout, harassment, or layoff trauma. Treating trauma-informed practice as a special-case method means your team is unprepared every time it shows up unannounced — which is most of the time.\n\n---\n\n## The 6 SAMHSA principles, translated for UX research\n\nThe U.S. Substance Abuse and Mental Health Services Administration's *Concept of Trauma and Guidance for a Trauma-Informed Approach* ([SAMHSA SMA14-4884](https://library.samhsa.gov/product/samhsas-concept-trauma-and-guidance-trauma-informed-approach/sma14-4884)) defines six guiding principles. Here's how each translates to a customer interview ([SAMHSA infographic](https://www.samhsa.gov/resource/dbhis/infographic-6-guiding-principles-trauma-informed-approach)):\n\n1. **Safety** — physical, psychological, and emotional safety of participants *and researchers*. In practice: predictable interview structure, no surprise topics, the ability to stop at any moment, a private interview environment.\n2. **Trustworthiness and Transparency** — decisions are made transparently to build and maintain trust. In practice: plain-language consent, clear data-handling policies, identical experience across participants, no hidden recording.\n3. **Peer Support** — lived experience is used to promote recovery and healing. In practice: include lived-experience consultants when designing studies on stigmatized topics; signpost peer-support resources in debrief materials.\n4. **Collaboration and Mutuality** — leveling power differences. In practice: \"doing *with*\" not \"doing *to*\" — let participants choose modality (text, voice, video), pacing, and which questions to answer.\n5. **Empowerment, Voice, and Choice** — strengths are recognized; choices are honored. In practice: every question is optional. \"Prefer not to answer\" is a first-class response, never a forfeit.\n6. **Cultural, Historical, and Gender Issues** — recognizing biases, stereotypes, and historical trauma. In practice: person-first language, culturally appropriate examples, awareness of systemic context (e.g., redlining shaping fintech research).\n\n> \"A program, organization, or system that is trauma-informed realizes the widespread impact of trauma… and responds by fully integrating knowledge about trauma into policies, procedures, and practices, while seeking to actively resist re-traumatization.\"\n> — [SAMHSA, *Concept of Trauma and Guidance for a Trauma-Informed Approach*](https://library.samhsa.gov/product/samhsas-concept-trauma-and-guidance-trauma-informed-approach/sma14-4884)\n\n---\n\n## The 7 verticals where this matters most\n\n| Vertical | What trauma can surface |\n|---|---|\n| **Healthcare & mental-health products** | Suicidal ideation, substance recovery, symptom shame |\n| **Fintech & lending** | Debt, foreclosure, scam victimization, financial abuse |\n| **Dating, social, creator apps** | Harassment, sextortion, online abuse, doxxing |\n| **Legal & civic tech** | Domestic violence, immigration trauma, criminal records |\n| **HR & employee research** | Layoffs, discrimination, harassment, burnout |\n| **Social services platforms** | Housing instability, food insecurity, custody disputes |\n| **B2B/SaaS in regulated sectors** | Compliance burden, fear of audits, job loss after layoffs |\n\nThe U.S. Department of Homeland Security published its own *[Designing for Safety: A Trauma-Informed User Research Guide](https://www.dhs.gov/archive/news/2024/02/06/designing-safety-trauma-informed-user-research-guide)* (2024) specifically because government-services research routinely touches every one of these.\n\n---\n\n## How to design a trauma-informed interview: a 6-stage framework\n\n### Stage 1 — Screener design\n\nMost screeners are written for fit, not for safety. Add three trauma-informed elements:\n\n- **Topic-avoidance question.** \"Are there any topics you'd prefer not to discuss?\" Honor this in the question set.\n- **Modality choice.** Let participants pick text, voice, or video — never default to video for emotionally heavy topics.\n- **Plain-language disclosure of subject matter.** \"This study asks about your experience managing credit-card debt\" beats \"This study explores financial wellbeing.\"\n\nAnti-pattern: using clinical labels in screener copy (\"trauma survivors needed\"). It biases who self-selects and can stigmatize.\n\n### Stage 2 — Consent (and re-consent)\n\nTrauma-informed consent is **dynamic**, not one-and-done.\n\n- **Plain-language consent** at the start: what the study is, what data is captured, how long it's stored, who sees it, how to withdraw.\n- **Re-consent before sensitive sections.** \"The next questions ask about your experience with [topic]. You can skip any question or stop the interview. Are you okay continuing?\"\n- **Confidentiality limits, stated clearly.** Mandatory reporting (if applicable), recording handling, deletion timelines.\n- **For US clinical-adjacent research**, consider [NIH Certificates of Confidentiality](https://pmc.ncbi.nlm.nih.gov/articles/PMC3927918/).\n\n### Stage 3 — Language: person-first, not label-first\n\nLabeling language (\"addicts,\" \"victims,\" \"the homeless\") has been shown to **increase stigmatizing attitudes among professionals** ([Mental Health First Aid, 2022](https://www.mentalhealthfirstaid.org/2022/04/use-person-first-language-to-reduce-stigma/)). Use:\n\n- \"Person with a substance use disorder\" not \"addict\"\n- \"Person who has experienced abuse\" not \"victim\"\n- \"Person experiencing homelessness\" not \"the homeless\"\n- Ask preference: the Recovery Research Institute recommends [letting participants name themselves](https://www.recoveryanswers.org/research-post/people-treatment-prefer-medically-accurate-person-first-language-good-to-ask/).\n\n### Stage 4 — In-session grounding and pacing\n\n> \"Late interruption can escalate distress, triggering a 5F response or dissociation in participants.\"\n> — Ayhan Alman, MSc (UKCP-registered psychotherapist), [*Trauma-Sensitive Research for User Researchers*](https://uxpamagazine.org/trauma-sensitive-research-for-user-researcher/)\n\nTools that keep participants in their *window of tolerance*:\n\n- **5-4-3-2-1 sensory grounding.** \"Name five things you can see right now.\"\n- **Neutral pivots.** \"What did you have for breakfast today?\" breaks narrative escalation ([Lighthouse](https://wearelighthouse.com/blog/user-research-process-sensitive-topics/)).\n- **Permissioned pauses.** \"May I pause us here?\" rather than cutting in mid-sentence.\n- **Visible safe-exit options.** A pre-agreed code word, a \"stop\" button, or in async/AI interviews, an always-available \"end interview\" affordance.\n\n### Stage 5 — Debrief and resource handoff\n\nEnd every session with:\n\n- A neutral closing question (\"What's one thing you're looking forward to this week?\").\n- Signposted resources matched to the topic: **988** (US Suicide & Crisis Lifeline), **SAMHSA Helpline 1-800-662-HELP**, **National Domestic Violence Hotline 1-800-799-7233**, or local equivalents.\n- A follow-up email within 24 hours repeating the resource list — participants often don't internalize information at the end of an emotional session.\n\n### Stage 6 — Researcher self-care\n\nVicarious trauma is a documented occupational risk for qualitative researchers ([Pederson et al., *Disaster Medicine & Public Health Preparedness*, 2021](https://pubmed.ncbi.nlm.nih.gov/34955115/)). The U.S. Office for Victims of Crime publishes [Vicarious Trauma Guidelines for Researchers](https://ovc.ojp.gov/sites/g/files/xyckuh226/files/media/document/os_guildelines_for_researchers-508.pdf). Minimums:\n\n- Cap heavy-topic interviews at **2 per day per researcher**.\n- Mandatory team debriefs after each session.\n- A peer-support or clinical-supervision arrangement when studies are long or stigma-heavy.\n\n---\n\n## The 10 most damaging mistakes (and how to avoid them)\n\n1. **Leading or presupposing questions** (\"How did your trauma affect you?\" assumes a label).\n2. **Surprise topic exposure** with no warning or re-consent.\n3. **No real opt-out** — making questions mandatory or implying skipping forfeits the incentive.\n4. **Forcing video** removes participant control over disclosure.\n5. **Probing for graphic specifics** that don't serve the research question.\n6. **Late interruption** of trauma narratives; letting escalation continue.\n7. **No debrief, no resources** at the end.\n8. **No researcher debrief** — exposing the team with no support structure.\n9. **Stigmatizing language** — \"addicts,\" \"the homeless,\" \"victims\" instead of person-first phrasing.\n10. **Treating \"sensitive\" as a separate category** rather than a spectrum present in nearly all research.\n\n---\n\n## Why AI-moderated interviews are a trauma-informed researcher's ally\n\nSkeptics assume \"AI moderator\" implies cold, clinical, or unsafe. The evidence points the opposite direction — and Koji's design reinforces SAMHSA's principles by default.\n\n> \"Many people feel more comfortable disclosing even deep, personal information to AI chatbots… beneficial for those working on sensitive topics where participants might feel stigmatized or judged.\"\n> — [User Interviews, *The Early Adopter's Guide to AI Moderation in UX Research*](https://www.userinterviews.com/ai-moderation-for-ux-research-guide)\n\nThe mechanism is well-established in HCI literature — see Ma et al., CHI 2023, *[Exploring Effects of Chatbot-based Social Contact on Reducing Mental Illness Stigma](https://dl.acm.org/doi/10.1145/3544548.3581384)*.\n\nHere's how Koji's specific capabilities map to SAMHSA's six principles:\n\n| SAMHSA principle | How Koji operationalizes it |\n|---|---|\n| **Safety** | Script-consistency: the AI follows the agreed interview guide verbatim. No off-script probing, no microaggressions, no leading questions. |\n| **Trustworthiness & Transparency** | Plain-language interview links; structured consent flow before the first question; deletion timelines visible to participants. |\n| **Peer Support** | Pre-load resource lists into the end-of-interview thank-you message — same resources reach every participant. |\n| **Collaboration & Mutuality** | Choice of **text or voice** modality. Participants control pacing — no \"wait, the interviewer is staring at me.\" |\n| **Empowerment, Voice & Choice** | Every question is skippable. Koji's structured response types — open-ended, scale, single-choice, multiple-choice, ranking, yes/no — let participants control disclosure depth at every step. ([Structured Questions Guide](/docs/structured-questions-guide)) |\n| **Cultural & Historical Awareness** | The [Custom AI Interviewer Persona](/docs/custom-ai-interviewer-persona) feature lets you tune tone, language style, and warmth to fit the population. Person-first language can be set as a global instruction. |\n\n### Two additional trauma-informed advantages that human moderators can't easily match\n\n**Bias control through script consistency.** A human moderator on interview #18 is tired, may unconsciously rephrase a question, or may laugh nervously at a disclosure — all microaggressions that re-traumatize. Koji asks every participant the same question the same way. See [Avoiding Bias in Research Interviews](/docs/avoiding-bias-in-interviews) and [AI Interview Hallucinations & Bias Mitigation](/docs/ai-interview-hallucinations-bias-mitigation).\n\n**Researcher vicarious-trauma reduction.** Asynchronous Koji interviews mean your team reads transcripts at their own pace, with AI-generated summaries up front. You can pre-filter for high-distress sessions and pace your own exposure — directly addressing the vicarious-trauma risk documented by Pederson et al. (2021).\n\n---\n\n## A 30-minute pre-study checklist\n\nBefore any study that *might* touch sensitive content (which is most studies):\n\n- [ ] Screener includes topic-avoidance question and modality choice.\n- [ ] Consent flow is plain-language, names the topic explicitly, and lists data handling.\n- [ ] Question set has been reviewed for leading or presupposing language.\n- [ ] Person-first language is used throughout.\n- [ ] Every question is marked optional in the platform.\n- [ ] A neutral closing question is included.\n- [ ] Resource list matched to the topic (988, SAMHSA, NDVH, local equivalents).\n- [ ] Researcher cap (≤2 heavy sessions/day) is in the schedule.\n- [ ] Post-study team debrief is on the calendar.\n- [ ] If studying domestic violence, follow [WHO *Putting Women First*](https://www.who.int/publications/i/item/WHO-FCH-GWH-01.1) — one participant per household, \"dummy\" questions if privacy is breached.\n\n---\n\n## Frequently asked questions\n\n### What is trauma-informed user research, and how is it different from regular UX research?\nTrauma-informed UX research applies SAMHSA's six principles of trauma-informed care to study design, recruitment, interviewing, analysis, and team debrief. The difference from \"regular\" UX research is that trauma-informed practice assumes any participant *may* be carrying trauma — given that 70%+ of adults experience a traumatic event in their lifetime — and builds safety, transparency, choice, and resource-handoff into every step rather than reacting after distress appears.\n\n### Do I need a clinical background to interview on sensitive topics ethically?\nNo, but you do need training and protocols. SAMHSA's six principles are operational guidance that any researcher can apply. For studies involving acute clinical populations (active suicidal ideation, current domestic violence, recent assault), partner with a clinician or licensed counselor for protocol design and supervision.\n\n### Is AI moderation safer or riskier than human moderation for sensitive topics?\nThe HCI literature consistently shows participants disclose more openly to AI on stigmatized topics because they perceive less judgment ([Ma et al., CHI 2023](https://dl.acm.org/doi/10.1145/3544548.3581384); [User Interviews, 2024](https://www.userinterviews.com/ai-moderation-for-ux-research-guide)). AI moderation is also more consistent — every participant gets the same wording, pacing, and opt-out treatment. Risks remain: AI shouldn't be the only path (always offer a human fallback), and crisis-disclosure handoffs must be designed (e.g., resource pop-ups triggered by distress signals).\n\n### How do I write a screener that respects trauma without pre-labeling participants?\nUse neutral plain-language topic disclosure (\"This study asks about your experience managing credit-card debt\"), include a topic-avoidance question, and let participants self-select modality. Avoid clinical labels in recruitment copy (\"trauma survivors needed\") — these stigmatize and skew self-selection. See [Research Screener Questions](/docs/research-screener-questions).\n\n### What resources should I include in a debrief email, and is it ever inappropriate to send them?\nMatch resources to the topic: **988** (US suicide & crisis), **SAMHSA Helpline 1-800-662-HELP**, **National DV Hotline 1-800-799-7233**, plus local/specialty hotlines. It's rarely inappropriate, but for low-stakes topics it can feel patronizing — calibrate to the disclosure level. When in doubt, include them.\n\n### How do I protect my research team from vicarious trauma?\nCap heavy-topic interviews at 2/day per researcher, schedule mandatory post-session debriefs, set up peer-support or clinical supervision for long studies, and use async/AI moderation so transcripts can be paced and pre-filtered. See the [OVC Vicarious Trauma Guidelines for Researchers](https://ovc.ojp.gov/sites/g/files/xyckuh226/files/media/document/os_guildelines_for_researchers-508.pdf).\n\n### Do I need IRB approval for B2B/product research that touches on trauma?\nFor commercial product research, IRB approval is typically not required — but the *standard* should still apply. If your study could plausibly distress participants, build the safety scaffolding regardless of regulatory mandate. For academic publication or NIH-funded work, IRB plus a Certificate of Confidentiality is the floor.\n\n---\n\n## Related Resources\n\n- [Structured Questions Guide](/docs/structured-questions-guide) — Koji's six response types and how to combine them for emotional pacing in sensitive interviews\n- [Research Ethics and Informed Consent: A Practical Guide for UX Teams](/docs/research-ethics-guide)\n- [Research Consent Form Templates: GDPR-Compliant Forms for Every Study](/docs/research-consent-form-templates)\n- [Avoiding Bias in Research Interviews](/docs/avoiding-bias-in-interviews)\n- [Research Participant Incentives: How Much to Pay and What to Offer](/docs/research-participant-incentives)\n- [Building Rapport in Research Interviews: How to Make Participants Open Up](/docs/building-rapport-interviews)\n- [Custom AI Interviewer Persona: Brand Voice & Tone for AI-Moderated Research](/docs/custom-ai-interviewer-persona)\n\n---\n\n*Teams using AI-assisted research tools like Koji report 60% faster time-to-insight on sensitive-topic studies — not by cutting corners, but by replacing the 8-week recruit-and-schedule cycle of traditional moderated research with always-on, opt-in async interviews that respect participants' time and emotional bandwidth.*","category":"Research Methods","lastModified":"2026-05-30T03:26:26.327753+00:00","metaTitle":"Trauma-Informed User Research: The Complete 2026 Guide (SAMHSA + AI)","metaDescription":"Trauma-informed UX research applies SAMHSA's six principles to every research phase: screener design, dynamic consent, person-first language, grounding techniques, and researcher self-care — with citations from CDC, WHO, NN/g, and CHI.","keywords":["trauma informed user research","trauma informed UX research","sensitive topics interview","SAMHSA principles","ethical user research","person-first language research","vicarious trauma researcher","trauma informed design","sensitive UX interview ethics"],"aiSummary":"How to apply SAMHSA's six trauma-informed care principles (Safety, Trustworthiness, Peer Support, Collaboration, Empowerment, Cultural Humility) to UX research from screener through debrief. Covers 7 high-risk verticals, a 6-stage interview framework, the 10 most damaging mistakes, and how AI-moderated interviews like Koji enforce script-consistent, opt-out-respecting safety by default.","aiDifficulty":"intermediate","aiEstimatedTime":"14 min read"}],"pagination":{"total":1,"returned":1,"offset":0}}