What Are Guesstimates and Why Do They Matter?
A guesstimate is an educated guess structured logically to solve a complex problem when exact data is unavailable. Unlike pure speculation, guesstimates rely on logical breakdowns and reasonable assumptions.
Interviewers use guesstimates to evaluate:
- Problem-solving approach: How structured is your thinking?
- Logical reasoning: Can you break down ambiguous problems?
- Numerical ability: How comfortable are you with numbers?
- Communication skills: Can you present your thoughts clearly?
Guesstimates are not about getting an exact answer. Instead, they showcase a structured thought process that leads to a defendable and logical estimate. Candidates who succeed in guesstimates demonstrate their ability to navigate ambiguity, think critically, and apply data-driven reasoning to real-world business problems.
Step-by-Step Framework to Solve Guesstimates
Step 1: Clarify the Problem
Before diving in, ensure you fully understand the question. Ambiguous problems often have multiple interpretations, so asking clarifying questions is crucial. Ask about constraints (geographical scope, time period, demographic groups) to narrow your estimation. Jumping into calculations without clarifying key aspects can lead to an entirely incorrect approach.
Step 2: Summarize the Problem Statement
Once you have clarity, restate the problem in your own words to confirm understanding and align with the interviewer. Paraphrasing shows active listening and ensures you don’t misinterpret the problem. Missing key details while summarizing could lead to overlooking an important factor later.
Step 3: List Approach and Method
Define a structured approach and, if possible, outline an equation that will help break down the problem logically. Use a top-down or bottom-up approach based on the problem's complexity. A formula can help maintain clarity. Choosing an overly complicated approach when a simple breakdown suffices.
Step 4: Break Down the Problem into Pieces
Divide the estimation into manageable sub-components, ensuring no major aspect is overlooked. Organizing in layers (categories, sub-categories) makes it easier to track calculations. Missing a crucial component or breaking it down too granularly, leading to excessive complexity.
Step 5: Make Reasonable Assumptions and Do the Math
Use logical and defendable assumptions to estimate values and perform calculations step by step. Justify every assumption with real-world logic. Even rough numbers are acceptable if they are reasonable. Making unrealistic assumptions that are too high or too low, skewing the final answer significantly.
Step 6: Summarize Results and Do a Sanity Check
Cross-check your final estimate against real-world data or logic to ensure it’s reasonable. Compare with known statistics (e.g., population sizes, industry benchmarks) to validate your answer. Failing to review results, which could lead to overestimations or underestimations that could have been caught with a simple logic check.
The Importance of Taking Notes in Guesstimates
Taking notes during a guesstimate exercise is crucial for several reasons:
- Tracks your thought process: Writing down your breakdown, assumptions, and calculations helps maintain clarity.
- Allows reviewing when stuck: If you get confused or make an error, your notes provide an easy reference point to backtrack and correct mistakes.
- Aids in the sanity check: When validating your final estimate, your notes allow you to systematically review each step and identify any miscalculations.
- Improves communication: Having structured notes lets you clearly present your solution to the interviewer without forgetting key details.
Pro Tip: Use a two-column approach - one side for calculations and the other for assumptions and reasoning. This way, you can quickly revise your assumptions if needed without disrupting the math.
Communication Tips:
- Speak while thinking so interviewers follow your thought process.
- Be confident in your assumptions but open to feedback.
- Keep responses concise and structured.
Now, let’s look at an example!
How Many People Commute via IGI Airport, Delhi?
Step 1: Clarify the Problem
Interviewer: Let's estimate the number of people who commute via IGI Airport daily.
Candidate: Are we considering both domestic and international travelers?
Interviewer: Yes, let’s include both.
Candidate: Should we estimate daily, monthly, or yearly traffic?
Interviewer: Focus on daily traffic.
Candidate: Are we including only passengers, or also airport staff, crew members, and visitors?
Interviewer: Stick to passengers for simplicity.
Candidate: Are we assuming an average day, or accounting for seasonal variations?
Interviewer: Assume an average day.
Step 2: Summarize the Problem Statement
We need to estimate the number of people traveling through IGI Airport per day, considering both domestic and international passengers.
Step 3: List Approach and Method
I’ll divide travelers into two categories: domestic and international. The equation I will use is:
Total Passengers =
( Domestic Flights * Domestic Passengers per Flight * Occupancy Rate ) + ( International Flights * International Passengers per Flight * Occupancy Rate )
Step 4: Break Down the Problem into Pieces
IGI Airport has three terminals:
- T1 (low-cost domestic airlines)
- T2 (mix of domestic and some international)
- T3 (premium domestic + international)
From previous news articles that I can recollect, IGI airport (all three terminals combined) is the busiest airport of India and services approximately 1 flight every 2 mins.
That is 30 flights every hour ( 60 mins / 2 mins )
Which translates to, 24 hours * 30 flights/hour = 720 flights in a day.
Let’s take that as 700 flight/day for easier calculation
Step 5: Make Reasonable Assumptions and Do the Math
Assuming 80% of those flights to be domestic and 20% international flights.
- Which rounds up to about 550 domestic and 150 international flights daily.
- A domestic flight carries ~180 passengers with 70% occupancy.
- An international flight carries ~250 passengers with 80% occupancy.
Domestic Traffic Calculation:
550 flights/day × 180 passengers × 70% occupancy = ~69,000 passengers
International Traffic Calculation:
150 flights/day × 250 passengers × 80% occupancy = ~30,000 passengers
Total Estimated Daily Traffic:
69,000 + 30,000 = ~99,000 passengers
Step 6: Summarize Results and Do a Sanity Check
IGI reports daily passenger traffic of 80,000–100,000, which aligns with our estimate. Additionally, we can validate by considering Delhi’s population (~32 million), where even if 0.3% of people fly daily, we’d get ~96,000 travelers—close to our estimate. Factors like business travel, tourism, and seasonal variations can influence this number.
Final Answer: ~99,000 people commute via IGI Airport daily.
