✦ case study 01 · qual research

How Bumble reflects
Indian women's
preconceptions
about empowerment.

A 16-week qualitative research study exploring how the technical attributes of a dating app intersect with culture, gender norms, and what empowerment actually means to Indian women.

⏱ 16 weeks 🎙 In-depth Interviews 📋 Qualitative Survey 🔍 Thematic Analysis 📚 Literature Review 👥 Team of 2

✦ so why does this matter?

Bumble built their entire brand on women making the first move. This study shows it can feel like coercion.

That's not an opinion. That's what 5 Indian women told us, unprompted, across independent interviews and what 8 survey respondents reinforced.

5/5

interview participants described the first-move mechanic as obligatory, not empowering

completely unplanned finding racism on dating apps surfaced because we actually listened

specific, shippable design recommendations produced not vague observations

🔍 challenged a core product assumption

"Women make the first move" was supposed to be the empowerment feature. Our participants experienced it as pressure.

Bumble's entire brand identity rests on this mechanic. This research provides qualitative evidence that for Indian women, the reality is more complicated and that a culturally-aware opt-out could make the feature genuinely empowering.

💡 surfaced a finding nobody asked for

Racism on dating apps emerged as a theme completely unprompted.

None of our research questions asked about race. Participants brought it up on their own repeatedly. Surfacing this took staying open to what participants actually wanted to talk about, not just what our protocol asked them. That's the difference between good research and great research.

← this is what research that actually means something looks like ✦

✦ why this study mattered to me personally

As an Indian woman, I've always been aware of how culture shapes the way we navigate relationships what's expected, what's acceptable, what's empowering and what just feels like performance. When I got the chance to research this, it felt less like an academic exercise and more like finally asking questions I'd had for a long time.

This project sits at the intersection of everything I care about how technology assumes it understands its users, and how culture quietly shapes every interaction people have with it.

The Question

what we set out to understand ✦

✦ central research question

"How do the technical attributes of Bumble reflect Indian female users' preconceptions with respect to women empowerment?"

How do Indian female users of Bumble perceive gender norms while using the app?

What are Indian female users' current pain points and needs with respect to Bumble's technical design attributes?

my role

UX Researcher led half of all research, analysis & synthesis

timeline

16+ weeks

interviews

5 in-depth (20–30 mins each)

survey

8 qualitative responses

participants

Indian women, ages 18–27

The Process

16 weeks of figuring it out ✦

📖 weeks 1 to 4

Background and Literature Review

Mapped existing research on Bumble, dating apps, gender norms, and Indian women's empowerment. Established the theoretical framework before touching primary data.

🎙️ weeks 5 to 10

Interviews and Surveys

5 semi-structured interviews via Webex, 20 to 30 mins each. Plus 8 qualitative survey responses. All participants were Indian women aged 18 to 27, current or past Bumble users.

🔍 weeks 11 to 16

Thematic Analysis

Coded interview transcripts in Taguette across themes like forced empowerment, cultural background, and dating experience as a woman of colour. Identified patterns including one we didn't go looking for.

💡 throughout

Sense-Making and Synthesis

Continuously questioned assumptions and let the data lead, even when it took us somewhere unexpected. The racism finding was never in our brief. We followed it anyway.

Key Findings

what the data actually said ✦

✦ finding one

Bumble can feel liberating but it's complicated.

Participants saw Bumble as a tool that gave Indian women something rare: the power to initiate. In a culture where men are traditionally expected to make the first move, this flipped the script. Users described feeling autonomy and independence. But "liberating" and "comfortable" aren't the same thing.

✦ finding two

The first move feels like forced empowerment.

Women didn't always want to make the first move they just had no choice. Empowerment shouldn't feel mandatory.

"A type of forced empowerment expected to take an active part regardless of their own preferences or comfort."

synthesised from participant responses

✦ finding three · the unexpected one

Racism emerged as a significant pain point.

One participant described being matched on the app, but ghosted or rejected once people met her in person and discovered she was a person of colour. The app doesn't create racism but it doesn't address it either. Too important to ignore.

✦ the moment that changed the study

Good research surprises you.

We went in asking about empowerment features. We came out with a racism finding we hadn't planned for. That's what happens when you actually listen during interviews instead of just waiting for the answers you expected.

"the data took us
somewhere we
didn't expect.
we followed it." ✦

Research Artifacts

the actual work ✦

✦ qualitative survey

Google Form Survey Questions

8 qualitative responses collected via Google Forms. Questions explored motivations, preferences, and experiences with Bumble's features.

✦ thematic analysis

Taguette Transcript Coding

Interview transcripts coded in Taguette across themes like "forced empowerment", "cultural background", "dating experience as a woman of color" and more.

🎙️

semi-structured interviews

5 interviews via Webex

20–30 mins each. Indian women aged 18–27, current or past Bumble users.

🔍

thematic analysis

Coded transcripts → key themes

Where the unexpected racism finding emerged following the data beyond the original brief.

📚

literature review

4 weeks of background research

Bumble, gender norms, dating apps & Indian women's empowerment.

So What?

if I were on Bumble's product team ✦

Research without recommendations is just observation. Here's what I'd actually build, and why each finding points to a specific design decision.

recommendation 01 · highest priority

Make the first-move mechanic opt-in, not mandatory.

Currently, women on Bumble must message first there's no alternative. Our findings show this creates anxiety and feels coercive for many Indian users. True empowerment means having a choice.

what this looks like in the product

⚙️ Preference setting "Let either person message first" toggle in onboarding and settings

💬 Mutual-match mode if both users opt in, either can start the conversation

⏱ Extend or remove the 24hr clock participants cited it as a source of unnecessary pressure

Connection Preferences

Customise how you connect

Women message first

Classic Bumble mode

Either person can start

Mutual match mode

24-hour reply timer

Turn off to remove pressure

⚙️ preference toggle

NEW MEMBER

How do you want
to connect?

You can change this anytime in settings

🐝 I'll make the first move

Classic Bumble women message first

🤝 Either of us can start

Mutual match whoever feels ready goes first

Continue

🐝 onboarding choice

It's a Match! 🎉

Priya, 24

Mumbai · Product Designer

either can start

⏱ No timer go when you're ready

Say hello

Keep swiping

⏱ no pressure timer

recommendation 02 · safety & trust

Design for the safety concerns Indian women actually have.

Participants raised specific concerns that Bumble's current safety features don't address for Indian cultural contexts.

🔒 Marital status self-declaration a simple optional badge users add themselves

📸 Screenshot notifications

🛡 Clearer reporting flows for race-based harassment

Safety Centre

Tools to keep you in control

🔒

Marital Status Badge

Verified users display their status. Optional but trusted.

📸

Screenshot Alerts

Get notified if someone screenshots your profile or chat.

🛡

Report Bias

Specific flow for race-based harassment. Reviewed in 24h.

🔒 safety centre

PROFILE BADGE

Add a marital
status badge

Self-declared. Shows on your profile to build trust.

✓ Single

Divorced

Widowed

Prefer not to say

Add to profile →

Optional. You can remove this anytime.

🏷 self-declared badge

📸 Screenshot detected

Someone screenshotted your chat with Arjun S.

What do you want to do?

Block & Report

Unmatch silently

Ignore I'm okay with it

📸 screenshot alert

recommendation 03 · cultural localisation

Redesign the question prompts for cultural relevance.

Bumble's current prompts were built for a Western context. Participants found them culturally misaligned they didn't reflect how Indian women actually want to present themselves.

🌍 Region-specific prompt libraries

👥 Community-submitted prompts

🗣 Let users define "empowerment" for themselves

Choose a prompt

Prompts that reflect your world.

🌍 Culture & Values

My family would describe me as...

A tradition I'd never give up is...

My relationship with independence looks like...

💬 Conversation starters

The last thing that made me laugh...

🌍 cultural prompts

Ananya, 23

Pune · UX Researcher

My relationship with independence looks like...

"Loving my family deeply and also needing space to build something of my own. Both can be true."

A tradition I'd never give up is...

"Sunday lunches. Non-negotiable."

✍️ profile with prompt

PERSONALISE

What does
empowerment
mean to you?

No wrong answers. We'll tailor your experience.

🙋 Making the first move

🤝 Having equal say

🔒 Feeling safe to be myself

✍️ Define it myself...

💛 define empowerment

Empowerment isn't a feature you can ship. It's a feeling users have to actually experience and that requires designing for their context, not yours.

✦ what I took away

"The most interesting research findings are the ones you didn't go looking for."

This study taught me that good research means staying open enough to follow the data even when it surprises you. The racism finding wasn't in our plan but surfacing it was the most important thing we did.

✦ next case study

Bosmos Brand Identity
and Co-Design Strategy →

View project →

How Bumble reflects Indian women's preconceptions about empowerment.