Complete firstConcrete application
Name the decisions and teams that the profiles should support.
Without an application, a persona can become a decorative description.
Method guideUX Research
Personas
A practical method guide: clarify prerequisites and materials, understand the complete process, and look up outputs, pitfalls, and stop criteria.
ComplexityMedium
Time1-3 Tage
ParticipantsInternes Team
FormatWorkshop + async
MaturityCanonical
01
Prerequisite
What needs to be finished first
Complete firstAccessible research evidence
Qualitative and quantitative sources have traceable provenance, context, and limits.
Invented assumptions could otherwise look like established user knowledge.
Complete firstAccountable maintenance
A person or team owns source links, validity checks, and updates.
Outdated profiles may keep influencing decisions after new evidence arrives.
02
Preparation
What needs to be ready before start
Materials
Interview and observation notes, usage patterns, support and service insights, source register, and decision questions.
People / roles
Research lead synthesizes sources. Product and service teams check relevance and blind spots; people in direct user contact contribute counter-examples.
Pre-read
Gather the decision, audience, use situations, available sources, and any existing user profiles.
Time needed
Multi-step initiative. Scope and duration follow available evidence, relevant behavior patterns, and the decisions to support.
Setup
Prepare a source inventory and shared pattern view. Protect personal data; clarify roles and permitted reuse.
03
Core question
The one question this method answers
Which recurring needs and behaviors must decisions account for, and who is not represented by the current evidence?
04
Flow
Phases with goal, actions, output and pitfall
Personas summarize recurring goals, behaviors, and contexts from user research. They help teams align decisions with different needs. A persona is a research representation, not a real individual or a substitute for ongoing user research.
Persona profile and evidence
Fictional teaching example
A compact profile with provenance, behavior pattern, needs, and limits.
Application and scope
Which decision and use situation should the profile support? Which group remains outside?
Fictional example: reserving neighborhood tools. The profile provisionally applies only to planning stock and pickup together.
Evidence basis
Name sources, date, research method, sample context, and limits. Separate observation from interpretation.
Fictional note F1: one person checks opening hours before traveling. Fictional counter-example F2: another person borrows spontaneously without reserving. Both are invented; no real study was conducted.
Goal, context, and behavior
Gather evidence for recurring goals, situations, and strategies. Do not infer stereotypes from isolated attributes.
Fictional pattern: planned borrowing. F1 describes checking opening hours; F2 shows a spontaneous loan. Two cases do not establish a stable segment.
Needs and barriers
State the need, barrier, and its evidence or open status.
Fictional synthesis: reliable stock and pickup time may support planned borrowing; counter-example F2 keeps spontaneous borrowing visible as a different situation. Open: possible barriers from opening hours.
Decision link
Which decision might the pattern change? Name the assumption that needs testing.
Fictional link: show stock and pickup windows together and check whether this supports planned borrowing without obscuring spontaneous access.
Uncertainty and maintenance
Record counter-evidence, unrepresented groups, profile owner, and update triggers.
Fictional synthesis from two invented notes, not a real study and not representative. Research owner checks patterns with real research and documents additional contexts.
A persona is an evidence-linked synthesis, not a real individual.
- 1
Frame
Bound the decision and evidence
Goal
Clarify which product decision and user group the profiles should support.
Inputs for this step
- Name the decision that would benefit from a grounded view of different needs and behaviors.
Actions
- Gather available research, usage data, and service knowledge; review recency, coverage, provenance, and limits.
Output
Bounded persona question and evidence inventory.
Bounded persona question and evidence inventory.
Quality check
Sources are recent enough and relate to relevant use situations.
Pitfall
Personas are commissioned before enough research exists. Make evidence gaps visible and label profiles as hypotheses or segments.
Timing: Evidence inventory depends on scope
- 2
Patterns
Synthesize behavior patterns
Goal
Compare goals, situations, strategies, needs, and barriers across sources.
Inputs for this step
- Bounded persona question and evidence inventory.
Actions
- Code recurring behaviors and important differences; check counter-evidence and summarize only patterns relevant to decisions.
Output
Traceable patterns with sources and divergent cases.
Traceable patterns with sources and divergent cases.
Quality check
Patterns concern behavior or needs, not demographics or team opinion alone.
Pitfall
Demographic similarity is treated as identical user behavior. Compare tasks, contexts, and strategies; treat personal attributes as explanatory only when evidence supports them.
Timing: Synthesis time depends on sources and question
- 3
Profile
Draft and substantiate profiles
Goal
Describe goals, context, needs, and constraints for each relevant behavior pattern.
Inputs for this step
- Traceable patterns with sources and divergent cases.
Actions
- Choose a concrete scenario, use a concise label, link statements to evidence, and distinguish illustrative names from research.
Output
Compact profile with source links, needs, barriers, and open questions.
Compact profile with source links, needs, barriers, and open questions.
Quality check
Every central claim traces to research; assumptions and quotes are clearly marked.
Pitfall
A fictional biography fills evidence gaps and looks like real knowledge. Remove biographical details or label them illustrative; never invent quotes.
Timing: Profile drafting as part of synthesis
- 4
Apply
Apply and review
Goal
Connect profiles to concrete product decisions and open research questions.
Inputs for this step
- Compact profile with source links, needs, barriers, and open questions.
Actions
- Use profiles in design and planning decisions; mark groups not represented and evidence still needed.
Output
Application notes with decision, unrepresented needs, and update requirement.
Application notes with decision, unrepresented needs, and update requirement.
Quality check
Profiles support discussion but do not replace current research or individual users’ voices.
Pitfall
The profile becomes a rigid checklist for everyone in a group. Use it as a bounded reminder of evidenced patterns and check decisions with real users.
Timing: Ongoing application; review when new evidence arrives
05
Artifact
What comes out at the end
Sketch: what the artifact looks like
Form
Versioned persona profiles with evidence links, needs, constraints, open questions, and documented use in decisions.
Versioning / ownership
State research version, date, evidence scope, and owner. Names or images are illustrative aids and must not expose actual participants.
Tool alternatives
- Source register with date, method, and audience
- Synthesis grid for behavior, context, needs, and counter-evidence
- Profile template with evidence notes and open questions
personas-working-template.md
Plan source review, synthesis, profile creation, and actual use as a multi-step research initiative.
Personas: Worksheet
Question
To be confirmed
Desired outcome
To be confirmed
Scope
One persona synthesis initiative Time: Multi-step initiative; effort depends on sources and question, with no assumed fixed duration.
Complete this worksheet on paper or in your own document during the work.
Preparation for this scope
Method setup
- Materials: Interview and observation notes, usage patterns, support and service insights, source register, and decision questions.
- Roles: Research lead synthesizes sources. Product and service teams check relevance and blind spots; people in direct user contact contribute counter-examples.
- Advance information: Gather the decision, audience, use situations, available sources, and any existing user profiles.
- Overall time needed: Multi-step initiative. Scope and duration follow available evidence, relevant behavior patterns, and the decisions to support.
- Setup: Prepare a source inventory and shared pattern view. Protect personal data; clarify roles and permitted reuse.
Prepare for the work steps
Frame: Bound the decision and evidence
- Name the decision that would benefit from a grounded view of different needs and behaviors.
Patterns: Synthesize behavior patterns
- Bounded persona question and evidence inventory.
Profile: Draft and substantiate profiles
- Traceable patterns with sources and divergent cases.
Apply: Apply and review
- Compact profile with source links, needs, barriers, and open questions.
Persona profile and evidence
Application and scope
Which decision and use situation should the profile support? Which group remains outside?
...
Evidence basis
Name sources, date, research method, sample context, and limits. Separate observation from interpretation.
...
Goal, context, and behavior
Gather evidence for recurring goals, situations, and strategies. Do not infer stereotypes from isolated attributes.
...
Needs and barriers
State the need, barrier, and its evidence or open status.
...
Decision link
Which decision might the pattern change? Name the assumption that needs testing.
...
Uncertainty and maintenance
Record counter-evidence, unrepresented groups, profile owner, and update triggers.
...
Blank template: answer prompts and mark each claim with a source or assumption status.
Frame: Bound the decision and evidence
Expected artifact: Bounded persona question and evidence inventory.
Bounded persona question and evidence inventory.
Entry:
...
- Sources are recent enough and relate to relevant use situations.
Patterns: Synthesize behavior patterns
Expected artifact: Traceable patterns with sources and divergent cases.
Traceable patterns with sources and divergent cases.
Entry:
...
- Patterns concern behavior or needs, not demographics or team opinion alone.
Profile: Draft and substantiate profiles
Expected artifact: Compact profile with source links, needs, barriers, and open questions.
Compact profile with source links, needs, barriers, and open questions.
Entry:
...
- Every central claim traces to research; assumptions and quotes are clearly marked.
Apply: Apply and review
Expected artifact: Application notes with decision, unrepresented needs, and update requirement.
Application notes with decision, unrepresented needs, and update requirement.
Entry:
...
- Profiles support discussion but do not replace current research or individual users’ voices.
Open questions and next steps
...
Method guide: https://methodatlas.meierhoff-systems.de/en/methods/personas/run-sheet
06
Example output
Concrete filled scenario, fictional example
Fictional example for orientation. Counts and timings describe this case and are not universal requirements.
personas-beispiel.md
Concrete filled scenario, fictional example
Fictional teaching example: tool-lending persona
All notes, observations, and people are invented. No real study was conducted.
Fictional sources: F1, paraphrased interview note: one person checks opening hours before traveling to the lending site. F2, paraphrased observation: another person takes an available tool spontaneously without reserving in advance.
Pattern and counter-example: F1 suggests planned borrowing; F2 shows that a spontaneous route may also occur. Two invented cases do not establish a stable user group.
Provisional need: Reliable stock and pickup-time information may help planned borrowing. Keep spontaneous access in view as a different situation.
Possible barrier: Unclear opening hours or unavailable stock might delay a planned repair. This is a hypothesis, not a collected experience.
Decision link: Show stock and pickup windows together while checking whether spontaneous availability remains clear.
Limit and next research: Compare interview and observation notes with real users. Do not infer demographic attributes or representativeness from the fictional examples.
07
Pitfalls
Recognize symptoms and steer against them
Quick overview, the full text is in the matching phase in the flow
- Bound the decision and evidencePersonas are commissioned before enough research exists.View in phase
- Synthesize behavior patternsDemographic similarity is treated as identical user behavior.View in phase
- Draft and substantiate profilesA fictional biography fills evidence gaps and looks like real knowledge.View in phase
- Apply and reviewThe profile becomes a rigid checklist for everyone in a group.View in phase
Trap
Bound the decision and evidence
Symptom
Personas are commissioned before enough research exists.
What to do
Make evidence gaps visible and label profiles as hypotheses or segments.
Trap
Synthesize behavior patterns
Symptom
Demographic similarity is treated as identical user behavior.
What to do
Compare tasks, contexts, and strategies; treat personal attributes as explanatory only when evidence supports them.
Trap
Draft and substantiate profiles
Symptom
A fictional biography fills evidence gaps and looks like real knowledge.
What to do
Remove biographical details or label them illustrative; never invent quotes.
Trap
Apply and review
Symptom
The profile becomes a rigid checklist for everyone in a group.
What to do
Use it as a bounded reminder of evidenced patterns and check decisions with real users.
08
Stop criteria
When to pause, resolve prerequisites, or choose another approach
A persona is expected to represent a group with no supporting evidence: plan research first.
Profiles differ only by demographics, not goals or behavior: revisit pattern synthesis.
Names, photos, or quotes could identify participants: choose a protective representation.
Finished the method guide?
Go to the profile for purpose, similar methods, and sources or continue to the next method in the catalog.