Question: The RBC case describes two methods for computing the lifetime value of a customer. One method (Markov Chain and Transition matrices) takes into account the

The RBC case describes two methods for computing the lifetime value of a customer. One method (Markov Chain and Transition matrices) takes into account the expected likelihood that a customer holding a particular product portfolio will migrate to another portfolio or leave the bank in the future.

Assume that RBC has only two products: Car Loan (CL) and Credit Card (CC). The annual profitability for each of the two products is (-$100) (i.e., $100 loss) for CL and +$1000 for CC.

RBC has made the following observation for customers in the 25-30 year segment:

  • If they have a car loan at the end of a given year, the probability of also acquiring a credit card during the following year is 50%
  • The probability of losing even this one product during the following year is 20%
  • The probability that the customer retains only the car loan during the following year is 20%
  • The probability that the customer drops the car loan but acquires a credit card during the following year is 10%

Similar observations can be made for individuals who begin the year with only a credit card, both products, or neither product. These observations are summarized in the following matrix of probabilities.

Probabilities for year t+1 product mix for all possible combinations of product mixes for year t.

Product mix in year t+1

Product mix in year t

CL

CC

CL+CC

None

CL

0.2

0.1

0.5

0.2

CC

0.1

0.5

0.2

0.2

CL+CC

0.1

0.1

0.7

0.1

None

0

0

0

1

Answer the following questions using a 8% discount rate:

  1. Consider a customer who has only a credit card in year t. What is
    1. The expected profit generated by this customer in year t+1?
    2. The present value of expected profits from this customer for both years combined?
  2. Consider a customer who has both a car loan and credit card in time t. What is
    1. The expected profit generated by this customer in year t+1?
    2. The present value of expected profits from this customer for both years combined?
  3. Discuss how these results will be useful for you to design a market strategy. Be specific in your suggestions and provide concrete suggestions.

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