Adverse Selection Problem
It is March 2020 and there is evidence of people getting sick from an unknown virus. Only 2 percent of the population have visible symptoms: they require hospitalization and are known to have the virus. Another 10 percent of people are infected with the virus but are asymptomatic and do not know they are infected. The remaining 88 percent of the population are not infected with the virus. As of March 2020, there is no test to determine whether an asymptomatic person has the virus. Hospitalization costs are $40,000 on average. In the U.S., anyone who is hospitalized cannot buy health insurance because they already have the condition. These unlucky few must pay for healthcare out of their own pocket.
Asymptomatic patients have a 50 percent chance of needing hospitalization. Uninfected patients have a 10 percent chance of eventually needing hospitalization. People who do contract the virus but who do not require hospitalization eventually recover at home and thus do not use insurance. Both the asymptomatic and uninfected population groups want to get insurance as soon as possible. (For ease of calculation, you can employ the 10% and 88% values as they are; that is, you do not need to re-normalize / adjust these values to account for the fact that 2% of the total population has a known infection and thus is not in consideration, as they cannot obtain insurance).
No Insurance Case & Infected scenario
Question 1
What is the expected cost to someone who has the virus, visible symptoms, and needs hospitalization?
Correct Answer Question 1
Since we’re looking at a person who is infected, visibly symptomatic, and needs hospitalization:
- They are already hospitalized (since they have visible symptoms and need it), so the cost is straightforward.
- The hospitalization cost is given as $40,000.
Since this individual is already symptomatic and hospitalized, there’s no probability calculation required here. The expected cost for an infected, symptomatic person who requires hospitalization is simply the cost of hospitalization.
Correct Answer is $40,000
Full information scenario (Questions 3-4)
Suppose that a test becomes available that can tell definitively whether an asymptomatic person has the virus. The test can also tell if a person is uninfected. Assume the government will pay for the test so neither patients nor insurance firms need to pay for it. What are the prices of insurance offered in the market:
Question 3
For asymptomatic infected patients, the price is: Blank 1
Blank 1 Add your answer
For uninfected patients, the price: Blank 1
Correct Answer Question 3
We need to calculate the expected hospitalization cost for both asymptomatic and uninfected individuals, then find the weighted average based on their probabilities.
Step 1: Expected Cost for Asymptomatic Patients
- Probability of hospitalization = 50% = 0.5
- Cost if hospitalized = $40,000
Expected cost for asymptomatic patients=0.5×40,000=20,000
Step 2: Expected Cost for Uninfected Patients
- Probability of hospitalization = 10% = 0.1
- Cost if hospitalized = $40,000
Expected cost for uninfected patients=0.1×40,000=4,000
Step 3: Weighted Average Expected Cost for Insurance
Using the population percentages:
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Asymmetric information scenario (Questions 5-9)
Suppose that, before the test becomes available, asymptomatic patients themselves can determine whether they have the virus because they cannot taste strawberries. People who can taste strawberries don’t have the virus. Otherwise, there are no outwardly visible signs, and people who can and cannot taste strawberries can easily lie, so both can claim that their taste is fine.
Assume the asymmetric conditions hold for all remaining questions.
Question 5
Since asymptomatic patients can easily lie about their tastebuds, insurance firms still have no data about who is uninfected and who is infected and asymptomatic. From their perspective, what is the expected cost of offering insurance to uninfected and infected and asymptomatic patients? Blank 1
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Question 6
At the expected average Insurance cost in Question 4, what can be said about the insurance contract that the uninfected patients will purchase? (Choose best answer):
A They will actually buy a contract for $5400
B They will actually buy a contract for $5520
They will not pay $5520 and will exit the market
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Question 7
The choice of the uninfected patient is best described as? (Choose best answer):
A Moral Hazard
B Signaling
Lemons Market
Private Insurance Market
Screening
Question 8
It becomes known that the asymptomatic cases will mature into symptomatic cases within 14 days. Symptoms appearing within the
14 days will void the insurance contract. Which of the following is the likely new insurance contract offered in the market by the insurance firms (choose best answer):
A. A single contract priced at $4,000
B. single contract priced at $5,520
C. A single contract priced at $20,000
D A $20,000 and a $4,000 contract where the high-priced contract only provides coverage after 14 days
E. $20,000 and a $4,000 contract where the low priced contract only provides coverage after 14 days
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Signaling
Question 9
Suppose that uninfected patients have a 1 percent chance of becoming infected and symptomatic in 10 days, in which case they are on their own for coverage [expected costs would be (.01)($40,000)=$400]. A new test is developed that will prove the presence or absence of the virus. It costs $20, and the government will not pay for it. Which option best describes the choice of patients in the market (choose best answer):
Uninfected patients pay out-of-pocket to take the test
Asymptomatic patients pay out-of-pocket to take the test
Both uninfected patients and asymptomatic patients pay to take the test
The insurance firms pay to test patients so they can offer $4,000 and $20,000 contracts
The insurance firms pay to test patients so they can offer a $5,520 contract
The insurance firms pay to test patients so they can offer $4,000, $5,520 and $20,000 contracts