Let's break down the problem into smaller parts.
Given:
- Probability of vaccine effectiveness (E) = 90%
- Probability of getting the disease without vaccination (D') = 50%
- Probability of getting vaccinated (V) = 60%
We need to find the probability that a person will contract the disease (D) when selected randomly from this region.
To find the probability of contracting the disease, we can use the law of total probability.
Step 1: Using the law of total probability, we can write the equation:
P(D) = P(D|E)V + P(D|E')V'
where:
- P(D) is the probability of getting the disease
- P(D|E) is the probability of getting the disease given that the vaccine is effective
- P(D|E') is the probability of getting the disease given that the vaccine is not effective
- V is the probability of getting vaccinated
- V' is the probability of not getting vaccinated, which is equal to 1 - V
Step 2: Substitute the given values into the equation:
P(D) = 0.9 * 0.6 + 0.5 * (1 - 0.6)
Step 3: Simplify the equation:
P(D) = 0.54 + 0.5 * 0.4
Step 4: Simplify further:
P(D) = 0.54 + 0.2
Step 5: Calculate:
P(D) = 0.74
Answer: The probability that a person will contract the disease is 0.74 or 74%.