Mobile Phone Insurance Scenarios
Basic Training Scenario
Mobile Phone Insurance
Mobile Phone Insurance Introduction
Insurance is a guarantee to reimburse
or pay for items according to terms
setup in a written agreement or policy.
Any property or product may be
protected by insurance.
Mobile Phone Insurance Introduction
What are some common areas of
insurance that you are aware of?
Some Common Insurance Areas:
1.
Health
2.
Automobile
3.
Home/Property
4.
Life
Mobile Phone Insurance Scenario
The new Zest 2 mobile phone was
launched a year ago today and sells for
$700. You have been hired by Alpha
Insurance Co. to analyze how selling a
warranty for the new Zest 2 phone would
be valuable for them, and for their
customers (the phone owners). Alpha Co.
is exploring providing an optional 1-year
warranty for $100. This is the insurance
policy’s “
premium,
” or the value paid to
purchase the policy.
Mobile Phone Insurance Scenario
We can analyze the mobile phone
insurance offered from both the policy
holder and the insurance company’s
perspectives. Alpha Co. wants to make
sure they have a profitable policy for
them, that also provides adequate and
valuable coverage for their customers –
the policy holders.
Part 1: Company Perspective Basics
Mobile Phone Insurance Scenario
Is a $100 premium an appropriate price for
Alpha Co. to sell the phone warranty at?
What additional information do you need to
answer this question?
Mobile Phone Insurance Scenario
Is the $100 premium an appropriate price for
the warranty?
What is the expected
loss payment
for the
insurance company?
Cost to replace phone: $700
Due to extreme damage.
Probability= 0.02
Phone is lost/stolen.
Probability= 0.03
Average cost to fix phone: $100
Fixable damage to phone.
Probability= 0.45
Mobile Phone Insurance Scenario
Is the $100 premium an appropriate price for
the warranty?
What is the expected
loss payment
for the
insurance company?
$700 * (0.02 + 0.03) + $100 (0.45)
=
$
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Mobile Phone Insurance Scenario
Is the $100 premium an appropriate price for the
warranty?
Now your boss at Alpha Co. provides you with some
additional information about their expenses.
•
Operational Expenses = $10 / policy.
•
Commission = $5 / policy
The
Combined Ratio =
(Loss + Expense) / Premium.
This is a valuable metric to analyze policies.
Calculate the “Combined Ratio” to analyze if the
$100 premium from Alpha Co. is appropriate.
Mobile Phone Insurance Scenario
What is the actual profit to the
insurance company?
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:
(Loss+Expense)/Premium = 95%
Part 2: Introducing Deductibles & Co-Pays
Mobile Phone Insurance Scenario
A
Deductible
is
an amount the policy
holder must cover before the insurance
company pays.
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Mobile Phone Insurance Scenario
Why might a deductible, or Co-pay be
important in creating an insurance policy?
Mobile Phone Insurance Scenario
The Alpha Insurance Co. CEO wants to
maintain a 95% combined ratio on the Zest
Phone policies but also wants to include a
$50 deductible on the policy to make sure
the policy holders have “skin in the game”
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Expected Loss with deductible = ($700 - $50) * (0.02 +
0.03) + ($100-$50) (0.45) = $55
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Mobile Phone Insurance Scenario
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Profit = 5% * Premium
Profit = Premium – Expected Loss – Expenses
Expected Loss = $55 (the loss with the deductible)
Expenses = $10 + 0.05 * Premium
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Mobile Phone Insurance Scenario
Alpha Co’s CEO now provides you with additional information,
breaking down what we know about the 45% chance of needing
to repair the phone. In addition to knowing that the overall
average cost of fixing a phone is $100 and that there is a 45%
chance of needing to do this, we now know that 25% of these
people have repairs that cost $152 dollars on average.
What is the average cost of repairs for the other 20% who need
repairs?
$100 = 0.2 / 0.45 * X + 0.25 / 0.45 * $152
so X = $35
Mobile Phone Insurance Scenario
Alpha Co’s CEO now provides you with additional information,
breaking down what we know about the 45% chance of needing
to repair the phone. In addition to knowing that the overall
average cost of fixing a phone is $100 and that there is a 45%
chance of needing to do this, we now know that 25% of these
people have repairs that cost $152 dollars on average.
Now knowing that the average repairs are actually that 25% =
$152 loss and 20% = $35 loss, what is the Expected Loss on
Alpha Co.’s policy with the $50 Deductible?
0.05 x $650 + 0.2 x $0 + 0.25 x ($152-50) =
$58 expected claim costs.
Part 3: Policy Holder Perspective
Mobile Phone Insurance Scenario
Consider the situation where you absolutely
need to have a phone. So if you lose, or damage
your phone, you will be forced to purchase a
new one. Calculate the Expected Cost of your
phone/s if you
DO
NOT
buy the insurance,
considering the same likelihood of loss, theft, or
damage as before.
Mobile Phone Insurance Scenario
Consider the situation where you absolutely
need to have a phone. So if you lose, or damage
your phone, you will be forced to purchase a
new one. Calculate the Expected cost of your
phone/s if you
DO
buy the insurance.
Mobile Phone Insurance Scenario
Your “Expected Costs” with purchasing the
warranty are more than without purchasing it. So
what are some reasons a person might see
purchasing the Zest Phone warranty to be a good
idea?
1.
Stabilize cash flow. Buying insurance spreads cost throughout the
policy period and
eliminates volatility
.
2.
Peace of mind. Some people are risk adverse and will pay to
not
have the risk
.
3.
You may believe you are
riskier than the average person
.
4.
The insurance company may
offer additional services
in
conjunction with policy.
Part 4: Understanding Segmentation
Mobile Phone Insurance Scenario
Alpha Insurance Co. provides you with new data about the
probabilities of male versus female policy holders. Alpha
Co’s data shows that females are slightly less prone to loss
or theft of their phones while males are more prone to
these losses.
Calculate the Expected value of loss for males vs. females.
Mobile Phone Insurance Scenario
Alpha Insurance Co. provides you with new data about the
probabilities of male versus female policy holders. Alpha
Co’s data shows that females are slightly less prone to loss
or theft of their phones while males are more prone to
these losses.
How could Alpha Co. use this information to provide
better insurance policies?
Mobile Phone Insurance Scenario
Now, imagine there are two companies offering phone
warranty policies: Alpha Co., and Bravo Insurance.
Alpha Co. offers everyone a policy at $100.
Bravo Co. offers males a policy at $120 and females a
policy at $80.
What will happen over time to the expected losses for
Alpha Co. versus Bravo Co.?
Female policy holders (the less risky people) will go to Bravo
Insurance, while males (the more risky people) will stay at Alpha
Co. This is called
Adverse Selection
and demonstrates why
insurance companies need to have well segmented policy rates.
Mobile Phone Insurance Scenario
How is Bravo Insurance able to provide two different prices
for the same product?
•
By investigating the costs of claims by insured type and finding
a meaningful variable to predict losses. Once the variable is
known, it can be used to charge different prices to insureds
with different risk potential.
Mobile Phone Insurance Scenario
What else besides policy pricing could cause adverse
selection?
•
Difference in cost of the claims, instead of probability
of claims occurring.
•
Instead of pricing, marketing may be attracting the
lower than average risks.
Mobile Phone Insurance Scenario
You now understand many of the basics of insurance
pricing! For more in-depth analyzes and questions,
consider exploring additional scenarios on:
www.mtfchallenge.org
And make sure to review the information and prepare
for the full Modeling the Future Challenge projects!
This comprehensive guide explores the basics of mobile phone insurance, including an introduction to common insurance areas, a scenario involving the analysis of selling warranties, and perspectives from both the policyholder and the insurance company. Key considerations such as pricing premiums, expected loss payments, and profitability are discussed to provide insights into making informed decisions regarding mobile phone insurance policies.
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Presentation Transcript
Basic Training Scenario Mobile Phone Insurance
Mobile Phone Insurance Introduction Insurance is a guarantee to reimburse or pay for items according to terms setup in a written agreement or policy. Any property or product may be protected by insurance.
Mobile Phone Insurance Introduction What are some common areas of insurance that you are aware of? Some Common Insurance Areas: 1. Health 2. Automobile 3. Home/Property 4. Life
Mobile Phone Insurance Scenario The new Zest 2 mobile phone was launched a year ago today and sells for $700. You have been hired by Alpha Insurance Co. to analyze how selling a warranty for the new Zest 2 phone would be valuable for them, and for their customers (the phone owners). Alpha Co. is exploring providing an optional 1-year warranty for $100. This is the insurance policy s premium, or the value paid to purchase the policy.
Mobile Phone Insurance Scenario We can analyze the mobile phone insurance offered from both the policy holder and the insurance company s perspectives. Alpha Co. wants to make sure they have a profitable policy for them, that also provides adequate and valuable coverage for their customers the policy holders.
Mobile Phone Insurance Scenario Is a $100 premium an appropriate price for Alpha Co. to sell the phone warranty at? What additional information do you need to answer this question?
Mobile Phone Insurance Scenario Is the $100 premium an appropriate price for the warranty? What is the expected loss payment for the insurance company? Cost to replace phone: $700 Due to extreme damage. Phone is lost/stolen. Probability= 0.02 Probability= 0.03 Average cost to fix phone: $100 Fixable damage to phone. Probability= 0.45
Mobile Phone Insurance Scenario Is the $100 premium an appropriate price for the warranty? What is the expected loss payment for the insurance company? $700 * (0.02 + 0.03) + $100 (0.45) = $80 On average the company will pay out $80 per $100 in premium. This is a loss ratio of 80%.
Mobile Phone Insurance Scenario Is the $100 premium an appropriate price for the warranty? Now your boss at Alpha Co. provides you with some additional information about their expenses. Operational Expenses = $10 / policy. Commission = $5 / policy The Combined Ratio = (Loss + Expense) / Premium. This is a valuable metric to analyze policies. Calculate the Combined Ratio to analyze if the $100 premium from Alpha Co. is appropriate.
Mobile Phone Insurance Scenario What is the actual profit to the insurance company? Income Expense Policy Premium $100 Expected loss $80 Operational Expenses $10 Commission $5 TOTAL: $100 $95 This is the Combined Ratio: (Loss+Expense)/Premium = 95%
Mobile Phone Insurance Scenario A Deductible isan amount the policy holder must cover before the insurance company pays. A Co-Payis an amount the policy holder pays on each loss during the term of the policy, while the insurance company pays the remainder.
Mobile Phone Insurance Scenario Why might a deductible, or Co-pay be important in creating an insurance policy?
Mobile Phone Insurance Scenario The Alpha Insurance Co. CEO wants to maintain a 95% combined ratio on the Zest Phone policies but also wants to include a $50 deductible on the policy to make sure the policy holders have skin in the game What is the appropriate policy premium Alpha Co. should charge to maintain it s 95% combined ratio? Expected Loss with deductible = ($700 - $50) * (0.02 + 0.03) + ($100-$50) (0.45) = $55 Premium = ($55 + $15) / 0.95 = $73.68
Mobile Phone Insurance Scenario Now, what if the Alpha Co. CEO negotiates a commission with Zest Phones of 5% of the policy premium instead of a flat $5. They still want to have the profit be 5% of the premium (a 95% Combined Ratio) and to keep a $50 deductible on the policy to make sure the policy holders have skin in the game. What is the appropriate policy premium here? Profit = 5% * Premium Profit = Premium Expected Loss Expenses Expected Loss = $55 (the loss with the deductible) Expenses = $10 + 0.05 * Premium Premium = $72.22
Mobile Phone Insurance Scenario Alpha Co s CEO now provides you with additional information, breaking down what we know about the 45% chance of needing to repair the phone. In addition to knowing that the overall average cost of fixing a phone is $100 and that there is a 45% chance of needing to do this, we now know that 25% of these people have repairs that cost $152 dollars on average. What is the average cost of repairs for the other 20% who need repairs? $100 = 0.2 / 0.45 * X + 0.25 / 0.45 * $152 so X = $35
Mobile Phone Insurance Scenario Alpha Co s CEO now provides you with additional information, breaking down what we know about the 45% chance of needing to repair the phone. In addition to knowing that the overall average cost of fixing a phone is $100 and that there is a 45% chance of needing to do this, we now know that 25% of these people have repairs that cost $152 dollars on average. Now knowing that the average repairs are actually that 25% = $152 loss and 20% = $35 loss, what is the Expected Loss on Alpha Co. s policy with the $50 Deductible? 0.05 x $650 + 0.2 x $0 + 0.25 x ($152-50) = $58 expected claim costs.
Mobile Phone Insurance Scenario Consider the situation where you absolutely need to have a phone. So if you lose, or damage your phone, you will be forced to purchase a new one. Calculate the Expected Cost of your phone/s if you DONOT buy the insurance, considering the same likelihood of loss, theft, or damage as before.
Mobile Phone Insurance Scenario Consider the situation where you absolutely need to have a phone. So if you lose, or damage your phone, you will be forced to purchase a new one. Calculate the Expected cost of your phone/s if you DO buy the insurance.
Mobile Phone Insurance Scenario Your Expected Costs with purchasing the warranty are more than without purchasing it. So what are some reasons a person might see purchasing the Zest Phone warranty to be a good idea? 1. Stabilize cash flow. Buying insurance spreads cost throughout the policy period and eliminates volatility. 2. Peace of mind. Some people are risk adverse and will pay to not have the risk. 3. You may believe you are riskier than the average person. 4. The insurance company may offer additional services in conjunction with policy.
Mobile Phone Insurance Scenario Alpha Insurance Co. provides you with new data about the probabilities of male versus female policy holders. Alpha Co s data shows that females are slightly less prone to loss or theft of their phones while males are more prone to these losses. Calculate the Expected value of loss for males vs. females. Male Female Avg. Prob. Cost Replacing due to extreme damage 0.03 0.01 0.02 $700 Replacing due to theft or loss 0.05 0.01 0.03 $700 Repairing phone due to damage 0.45 0.45 0.45 $100
Mobile Phone Insurance Scenario Alpha Insurance Co. provides you with new data about the probabilities of male versus female policy holders. Alpha Co s data shows that females are slightly less prone to loss or theft of their phones while males are more prone to these losses. How could Alpha Co. use this information to provide better insurance policies? Male Female Avg. Prob. Cost Replacing due to extreme damage 0.03 0.01 0.02 $700 Replacing due to theft or loss 0.05 0.01 0.03 $700 Repairing phone due to damage 0.45 0.45 0.45 $100 Expected Losses $101 $59 $80
Mobile Phone Insurance Scenario Now, imagine there are two companies offering phone warranty policies: Alpha Co., and Bravo Insurance. Alpha Co. offers everyone a policy at $100. Bravo Co. offers males a policy at $120 and females a policy at $80. What will happen over time to the expected losses for Alpha Co. versus Bravo Co.? Female policy holders (the less risky people) will go to Bravo Insurance, while males (the more risky people) will stay at Alpha Co. This is called Adverse Selection and demonstrates why insurance companies need to have well segmented policy rates.
Mobile Phone Insurance Scenario How is Bravo Insurance able to provide two different prices for the same product? By investigating the costs of claims by insured type and finding a meaningful variable to predict losses. Once the variable is known, it can be used to charge different prices to insureds with different risk potential.
Mobile Phone Insurance Scenario What else besides policy pricing could cause adverse selection? Difference in cost of the claims, instead of probability of claims occurring. Instead of pricing, marketing may be attracting the lower than average risks.
Mobile Phone Insurance Scenario You now understand many of the basics of insurance pricing! For more in-depth analyzes and questions, consider exploring additional scenarios on: www.mtfchallenge.org And make sure to review the information and prepare for the full Modeling the Future Challenge projects!
