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making sense
of voices

A workshop in qualitative research with real student data.

today's workshop

Three sections. One goal: turn student words into real insights.

part 1 · ~30 min

the cat sort

Practice sorting and grouping with pictures.

part 2 · ~80 min

real data deep dive

Find patterns and build themes from real peer quotes.

part 3 · ~30 min

so what? now what?

Turn your themes into conclusions and recommendations.

01

the cat sort

Learning to group, categorize, and find patterns

what is qualitative research?

It's about understanding people's words, experiences, and stories.
Instead of counting numbers, we look for patterns in what people say.

Quantitative

"73% of students said they feel stressed."

Qualitative

"I feel like there's never enough time to just breathe."

Both matter. Today we focus on the WHY behind the numbers.

the activity

let's practice with cats!

  1. You'll get a set of pictures labeled "cats."
  2. They won't all be the same.
  3. Sort them into groups ("codes"). Name each group.
  4. Be ready to explain WHY you coded these.

No wrong answers — but your reasoning matters!

the activity

now subcode!

  1. "Subcode" these cats — break them into groups within groups. Name them.
  2. They won't all be the same.
  3. Be ready to explain WHY.

No wrong answers — but your reasoning matters!

the activity

find a theme

Do you see a "theme" among these codes?

These would be overall statements, ideas, or assessments we could make of this data, based on our groupings.

cat sort debrief

how many groups?

Not every team made the same number — that's okay!

did you name them?

Naming a group = naming a theme.

multiple groups?

Quotes can belong to multiple themes too.

did you disagree?

Researchers talk it out and make choices together.

thematic analysis: the big idea

Look for repeated patterns. Name those patterns. Those are your themes.

1Read & Absorb
2Initial Codes
3Find Themes
4Review Themes
5Name Themes
6Report Out

Based on Braun & Clarke (2006) — the most widely-used qualitative analysis method in the world.

what you just did = qualitative research

sorting pictures

→ Finding codes

grouping "groups"

→ Finding subcodes

interpreting groups

→ Defining themes

explaining choices

→ Writing your analysis

Now let's do it for real — with actual student voices.

02

real data deep dive

ground rules

respect the voices

Real words from real students. No mocking, no judging.

stay curious

If a quote surprises you, lean in. Ask: why might someone feel this way?

no "right" answer

Different teams may find different themes. That's normal.

every quote matters

Don't skip the short or confusing ones. They often hold the biggest insights.

step 1

read & absorb

As you read each quote…

  • Read every quote fully
  • What stands out?
  • What keeps coming up?
  • Feel free to set aside and come back later.

researcher tip

This step is the bedrock of your entire analysis. You can't build a house without understanding the land it sits on.

Read actively. Ask: what is this person really saying?

step 2

initial coding

Sort quotes with a short code — a word or phrase that captures the idea.

"I wish teachers would actually listen to us instead of just telling us what to do."
Code: Wanting to be heard

One quote can have multiple codes. Do broad groupings, then subcode. If a code is very small or very large — regroup.

what are subthemes?

Themes-within-a-theme. They break big ideas into smaller, clearer pieces.

"students want a voice in their learning"

Being Heard by Teachers Choice in Assignments Input on School Rules

Subthemes can even have their own subthemes. The depth depends on your data!

time to work!

Build your thematic map.

1Read
2Code
3Group
4Review
5Name

Raise your hand if you get stuck!

step 3

searching for themes

Group your codes. Which ones go together? Those groups become themes.

Student voiceWanting to be heardStress Not enough timeTeacher supportFeeling rushed ChoiceBoredomRelevance FriendshipMental healthSafety

agency & voice

Student voice · Wanting to be heard · Choice

time & wellbeing

Stress · Not enough time · Feeling rushed · Mental health

engagement

Boredom · Relevance

step 4

review your themes

Do your themes actually hold up? Pressure-test them.

Ask yourselves:

  • Enough quotes per theme?
  • Quotes in each theme actually similar?
  • Themes different enough from each other?
  • Anything need splitting or combining?

if something's not working…

  • Too big? → Split into subthemes
  • Too small? → Might be a subtheme
  • Overlapping? → Combine them
  • Doesn't fit? → Set it aside

step 5

name & define your themes

Give each theme a clear, short name. Write 1–2 sentences about what it means.

✓ Strong Names

  • "Students Want a Voice"
  • "The Pressure to Perform"
  • "Relationships that Build Trust"

Specific. Descriptive. Tells a story.

✗ Needs Improvement

  • "Stuff about teachers"
  • "Feelings"
  • "Miscellaneous"

Too vague. Should immediately tell someone what the theme is about.

time to work!

Build your thematic map.

1Read
2Code
3Group
4Review
5Name

Raise your hand if you get stuck!

03

so what? now what?

From Themes to Recommendations

why does this matter?

your voice counts

Your work today can influence real decisions at your school.

real research

Thematic analysis is used by university researchers worldwide.

change starts here

When students lead research on their own experiences, schools make better decisions.

Nobody had ever asked me what I thought about school before.

themes → conclusions → recommendations

1

your themes

What patterns did you find?

2

your conclusions

What do those patterns mean?

3

your recommendations

What should we do about it?

share out: tell your story

Use these sentence starters to guide your presentation:

making sense
of voices

Thank you for being researchers today.

Human Restoration Project · connect@humanrestorationproject.org

Methodology: Braun & Clarke (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101.

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