What would be the best approach to the question: how many light bulb are on at any given time in the USA
thank you!
What would be the best approach to the question: how many light bulb are on at any given time in the USA
thank you!
Hi Theresa,
I would be happy to share my thoughts on it:
If you would like a more detailed discussion on how to best prepare for your upcoming interviews, please don't hesitate to contact me directly.
Best,
Hagen
Hi there,
That's an interesting one.
My suggestion would be to always try to give it a go first and then ask for feedback on your approach. You'll get more out of the forum this way.
Another thing you can try is ChatGPT - ask it to give you feedback on your approach or for it to suggest several ways of doing this market sizing / estimation exercise. It's a great tool for improving your interviewing / casing skills if used right.
In terms of structuring, I'd recommend you read the following guide that provides a great methodology for top-down and bottom-up structuring of problems (including market sizing questions).
How to structure and answer brainstorming questions
Best,
Cristian
What an interesting problem!
So I'd think about this in a few ways:
A. How many domestic lightbulbs are on?
B. How many bulbs relating to core infrastructure are on? e.g., hospitals, schools, train stations etc.,
C. How many commercial bulbs are on? e.g., shops
Add them all up = 500m + 18m (round to 20m) + 20m = 540m bulbs are on in an average hour.
Sense check, that means almost two bulbs per person at any given moment - that sounds broadly right, maybe a little low, but broadly right.
Hi Teresa,
Next time, try it out yourself first and then post!
This is a classic top-down market sizing.
You'll want to take a business + personal/individual approach. Business = industry/commercial (offices + factories) and individual will actually be on a household basis (house + car).
Asking the time of day is critical for this market sizing.
How to approach market sizing
It's very simple: Do the approach the is the easiest for you given the question.
Are they asking you to estimate something where you don't even know where to begin from the top (maybe you have 0 clue as to the market size of the industry, the GDP of that country, etc. etc.)? Then do bottom-up!
Alternatively, does it seem impossible to do a realistic from-the-ground-up estimation of something (perhaps it requires just far too many steps and assumptions)? Then do top-down!
Fundamentally, you need to take the approach that just makes the most sense in that circumstance. Quickly think about the key assumptions / numbers required and whether you 1) Know them or 2) Can reasonably estimate them. If you can, go ahead!
An Example
He's a Q&A for a great market sizing question here asking to estimate # of electric charging stations in a city in 10 years:
This one could be answered top-down (as I did) by estimating population of the city, # of drivers/ cars, etc. etc.
OR, it could be answered bottom-up by estimating # of stations you see per block (or # of gas/petrol tanks), % increase this might be over time (or # of EV stations that would be needed per gas tank given EV stations take 10 times as long), and # of blocks you'd estimate the city to have.
Take a look here for additional practice! https://www.preplounge.com/en/management-consulting-cases/brain-teaser/intermediate/taxis-in-manhattan-market-sizing-229