Duration
4 months (2021)
Tools
Google Workspace apps, Typeform
Role
Lead Researcher
<aside>
‼️
Under A Non-disclosure Agreement
Some of the details in this case study may be vague to protect the client's intellectual property.
</aside>
During the pandemic, commuting changed— it got quieter, more uncertain, less automatic. We partnered with LTA to revisit The Thoughtful Bunch, Singapore’s commuter etiquette characters, and asked a surprisingly tender question for public transport design: were these familiar faces still speaking to people in the right way, in a world that had changed so much?

Challenge
The original commuting personas had done their job — polite, helpful, visually consistent. But as public life got more complicated, we needed to evolve them from polite signage into something that could hold empathy, complexity, and cultural memory.
Approach
To understand how people were feeling about public commuting, we had to go beyond functional research:
- Diary studies
We asked commuters to document their daily journeys — not just what they did, but how they felt, what stood out, and how they responded to existing characters.
- Quantitative survey (n=1000)
We mapped behavioural patterns and tested resonance. Which characters were remembered? Which ones felt dated? Who did people relate to?
- Narrative + semiotic deep-dive
We unpacked how visual elements like posture, expression, and gesture subtly guided civic behavior — and where they fell short.
Results + Impact
The most effective etiquette isn’t taught, it’s felt*.* The characters that made people smile, pause, or reflect weren’t the ones shouting rules. They were the ones holding space.