Consulting Consulting
Consulting Finance General
Login Sign up for free Sign up for free
Consulting Finance General
Community
Meeting Board
Consulting Q&A
Interview Partner
Premium Membership
Coaching
Coaches
Coaching Packages
Consulting Q&A
Resources
Case Interview Basics
Case Library
AI Casebot
Tests & Guides
Mental Math Tool
Stress Questions
Drills
Video Tutorials
Brainteaser
Career
Employers
Career Events
Consulting Jobs
Consulting Blog
Sign up for free
Login
Community
Meeting Board
Consulting Q&A
Interview Partner
Premium Membership
Coaching
Coaches
Coaching Packages
Consulting Q&A
Resources
Case Interview Basics
Case Library
AI Casebot
Tests & Guides
Mental Math Tool
Stress Questions
Drills
Video Tutorials
Brainteaser
Career
Employers
Career Events
Consulting Jobs
Consulting Blog
Schedule mock interviews on the Meeting Board, join the latest community discussions in our Consulting Q&A and find like-minded Interview Partners to connect and practice with!
Meeting Board
Consulting Q&A
Interview Partner
Premium Membership
Back to overview
Anonymous A
on Apr 11, 2022
Global
I want to receive updates regarding this question via email.

Car Insurance Case

Hi, I would like to know how you would approach to the case: “estimate the average car insurance cost in italy"
Which variables should it include.

The structure I can think of is:

  • number of incidents: 
    • I would start top down by calculating population,
    • average number of house holds, 
    • the number of cars per house, 
    • the frequency of  incidents per car multiplied by the number of cars circulating
  • cost of the damage: 
    • I would estimate the % of low, medium, high car models
    • assigning an average price car per range by considering population income ranges. 
    • Then I would consider 3 different level of incidents: low, medium, hard 
    • assign them a different weight (of frequency)
    • I would estimate the cost of each incident based on the car ranges 
    • I would weight it based on the frequency
       
3
1.6k
18
Write an answer
Be the first to answer!
Nobody has responded to this question yet.
Top answer
Moritz
Coach
on Apr 11, 2022
ex-McKinsey EM & Interviewer | 7/8 offer rate for 4+ sessions | High impact sessions + FREE materials & exercises

Hi there,

I understood the objective slightly differently, which is average cost of the insurance premium. However, assuming we're talking about the cumulative cost of all damages from accidents, I would generally agree.

What you may want to consider though is whether there's a correlation between the price range of a car (indicative of a certain economic strata) and frequency of low, medium, and high impact accidents. If so, you might want to calculate the costs separately for the 3 groups of cars i.e. low, medium, high costs, and then add them up. This way, you can work with a matrix, which is tidier and easier to communicate than weighted averages.

Lastly, it may be worth pointing out that you do this for private passenger cars only and you're excluding everything that is 

  1. Commercial cars such as taxis, rental cars, post delivery cars, etc.
  2. Non-passenger cars e.g. trucks or other special vehicles that could technically also be termed “cars”

Hope this helps a bit. Best of luck!

8
Contact coach
1 comment
Anonymous A
on Apr 11, 2022
Hi Moritz, thanks for the feedback! It was very very helpful.

Very interesting also the discussion about the premium. When considering the premium cost, how would you structure it?

I know that several factors may influence it, such as age, city, type of car, car age, credit score, incidents backgrounds, etc... But I don't find it very easy to assess a premium cost only based on these factors.
Ian
Coach
on Apr 12, 2022
Top US BCG / MBB Coach - 5,000 sessions |Tech, Platinion, Big 4 | 9/9 personal interviews passed | 95% candidate success

Hi there,

Overall good, but be careful. I think you misunderstood the question which is insurance cost…i.e. the premiums. You've gone ahead and calculated the total damages/payments!

If the question was the former, then you would have failed. Remember, the objective is always the most important!

Overall  though the structure is good and you have a reasonable approach to solve this (though a bit overcomplicated)

6
Contact coach
0 comments
Udayan
Coach
on Apr 11, 2022
Top rated Case & PEI coach/Multiple real offers/McKinsey EM in New York /12 years recruiting experience

I like your structure - do you have the workings of it? Would be great to see if it gets you to a reasonable answer

4
Contact coach
0 comments
Sign up for free to read all answers.
Sign up for free to read all answers.
Yes, I would like to be informed about new content, exciting jobs, relevant events, and selected employers.
By creating an account, I confirm that I agree to PrepLounge's Terms of Use. Please read our Privacy Policy.
Sign up with
You already have an account? Log in here.
Similar Questions
Consulting
I got a take-home case from a company. It is so generic. How should I approach this?
on Jun 23, 2024
Global
6
2.5k
Top answer by
Florian
Coach
1400 5-star reviews across platforms | 600+ offers | Highest-rated case book on Amazon | Uni lecturer in US, Asia, EU
58
6 Answers
2.5k Views
+3
Consulting
Help - Market Sizing is always off by a 2-3 multiple
on Jun 05, 2025
Global
8
200+
Top answer by
Hagen
Coach
#1 recommended coach | >95% success rate | 9+ years consulting, 9+ years coaching and 8+ years interviewing experience
14
8 Answers
200+ Views
+5
Consulting
Guesstimate question - number of airplanes in the sky
on Aug 20, 2024
Global
4
2.0k
Top answer by
Hagen
Coach
#1 recommended coach | >95% success rate | 9+ years consulting, 9+ years coaching and 8+ years interviewing experience
56
4 Answers
2.0k Views
+1
Top Answer by
Moritz
Coach
ex-McKinsey EM & Interviewer | 7/8 offer rate for 4+ sessions | High impact sessions + FREE materials & exercises
To coach profile
Related Article
Market Sizing
Questions about market size are frequently asked in case interviews in consulting because they require a blend of logic, mathematics, and common sense. They can be asked as standalone questions or as part of a larger case. Applicants who are familiar with market sizing questions can really perform here. What Are Market Sizing Cases?If you're applying to top consulting firms like McKinsey, BCG, or Bain, you're unlikely to escape a market estimation case. Market sizing cases are considered "back-of-the-envelope" calculations because they can be done on the back of an envelope. Despite the name, it's not just about estimating market sizes; other estimations may also be asked for.For example, if you're discussing a British clothing retailer's growth strategy, you could calculate on an envelope how large the online clothing market is and what percentage of the market the retailer already penetrates. If you perform these calculations quickly, the conversation with the client stays fluid, leaving a good impression.You can receive the question about market size as a standalone case (although this is less common) or as part of a more comprehensive problem, such as market entry. The good news: There's no right or wrong answer when it comes to the question of market size. The interviewer is less concerned about the specific number you come up with for the market than the approach you took to arrive at that number. Why Are Market Sizing Cases Commonly Used in Consulting Interviews?Market Sizing Cases are used to test your quantitative and logical abilities. The interviewer wants to ascertain whether you work well with numbers and if you can make informed assumptions and deal with ambiguities. Questions about market size aren't just about the size of markets; they also involve other types of estimations, such as the number of golf balls in a jumbo jet. As you may have noticed, math is crucial in tackling these questions since you don't have a calculator to rely on. Most importantly, you need to be comfortable dealing with large numbers like millions and billions as well as percentages. More on that later. How Do You Best Approach Market Sizing Cases?Now that we understand the theory behind Market Sizing Cases and their relevance to your case interview, let's take a closer look at the process.Segmentation – The Key to Market Sizing CasesIf you've done some reading on case interviews before delving into market sizing questions, you might have come across areas where segmentation is necessary. Segmenting data is a crucial skill you must master as both a candidate in a case interview and in your later career as a consultant. Segmentation generally refers to dividing a larger whole into smaller parts or segments. The principle you need to understand to do this correctly is the MECE principle.MECE stands for "mutually exclusive, collectively exhaustive." Simply put, segmenting a group of data according to the MECE principle means forming subgroups that do not overlap but collectively cover the entirety of the data, meaning no data is missing. An example useful for market sizing questions is dividing a country's population into age groups (as different age groups often behave differently).Below is a breakdown into Group 1 in the age range 0 to 14, Group 2 in the age range 15 to 64, and Group 3 for everyone over 65: Note that none of the groups overlap, so no age is counted twice, but also no age is overlooked. Now that the population is correctly segmented, we can treat each group differently. If we had divided the population of the United Kingdom into the aforementioned groups, we could estimate clothing expenditures per person in these groups in online retail. Common sense suggests that expenditures per person in the 0-14 age group are lower than in the 15-64 age group. We can justify this estimation by noting that the majority of 0-14-year-olds do not purchase their clothing online. 
View article
Related Product
Breaking into McKinsey
5.0
5 reviews
USD 1,245
USD 989
More information
Related Case
Company case by
RWE Consulting
RWE Consulting Case: Floating Wind in Japan
5.0
28.0k times solved
Intermediate
Interviewer-led
Open case
Similar Questions
Consulting
I got a take-home case from a company. It is so generic. How should I approach this?
on Jun 23, 2024
58
6
2.5k
Consulting
Help - Market Sizing is always off by a 2-3 multiple
on Jun 05, 2025
14
8
200+
Consulting
Guesstimate question - number of airplanes in the sky
on Aug 20, 2024
56
4
2.0k
Everything for Your Career
  • Interview Coaching
  • Q&A
  • Interview Partner
  • Mental Math Tool
  • Interview Drills
  • Stress Questions
  • Blog
Everything for Your Career
  • Interview Coaching
  • Q&A
  • Interview Partner
  • Mental Math Tool
  • Interview Drills
  • Stress Questions
  • Blog
Popular in Consulting
  • Case Library
  • Meeting Board
  • Case Partner
  • Case Interview Basics
  • Case Interview
  • Consulting Q&A
Popular in Finance
  • Finance Q&A
  • Interview in Investment Banking
  • Investment Banking Salaries
Popular in Consulting
  • Case Library
  • Meeting Board
  • Case Partner
  • Case Interview Basics
  • Case Interview
  • Consulting Q&A
Popular in Finance
  • Finance Q&A
  • Interview in Investment Banking
  • Investment Banking Salaries
Consulting and Finance Employers
  • RWE Consulting
  • Whiteshield Advisory
  • All Employers »
About PrepLounge
  • For Companies
  • For Universities
  • For Coaches
  • About Us
  • Career
  • FAQ
© 2012 PrepLounge
Our servers are powered by electricity from renewable sources.
  • Cookies & Privacy
  • Terms & Conditions
  • Imprint
  • Sitemap
  • Contact
Questions or Feedback?
Select category
  • Select category
  • General Feedback
  • Case Interview Preparation
  • Coaching
  • Technical Problems
  • Other
Your name
Your email address
Cancel