Estimating the Economic Cost of Traffic Jams Across India
Company: Swiggy
Role: Product Manager
Category: Product / Decision Making
Difficulty: medium
Interview Round: Other
The government wants to know how much money the Indian economy loses because of traffic congestion. Produce that estimate: decide which losses to count, set up the calculation, label every assumption, and finish with a figure, a range and the inputs that drive it.
```hint Count the delay, not the trip
Separate the extra time and cost that congestion adds from the travel people would do anyway, then work out who bears that extra and how you would put a money value on it.
```
### Clarifying Questions
- Should the answer be a yearly figure, and in rupees, US dollars or as a share of GDP?
- Which losses count: people's lost time, extra fuel, delayed freight, pollution-related health costs, or only some of these?
- Does the government care about city traffic only, or also highways, toll plazas and the city entry points trucks use?
- Is the baseline perfectly free-flowing traffic, or a realistic level of congestion that policy could reach?
### What a Strong Answer Covers
- A scoped definition of the loss: which cost types, which roads and what period
- A top-line equation that separates the main loss components and the people or vehicles that bear them
- Labeled, round assumptions with a reason for each, including how lost time is valued
- Correct, unit-consistent arithmetic that does not count the same cost twice
- A sanity check from an independent angle, a final range, and the inputs that move it most
### Follow-up Questions
- Which single assumption moves your figure the most, and what data could the government collect to pin it down?
- How would you split the loss by city so the government knows where to invest first?
- How would you estimate the saving from one specific fix, such as a new metro line in a single city?
Overview: An estimation case asking how much money the Indian economy loses to traffic congestion, framed as a figure the government needs. It tests scoping which costs count, building an equation with labeled assumptions, valuing lost time sensibly, keeping the arithmetic consistent and sanity-checking the result.