Math Problem Statement

Among a large group of patients recovering from shoulder injuries, it is found that 22% visit both a physical therapist and a chiropractor, whereas 12% visit neither of these. The probability that a patient visits a chiropractor exceeds by 0.14 the probability that a patient visits a physical therapist. Calculate the probability that a randomly chosen member of this group visits a physical therapist

Solution

To solve this problem, we'll use the principles of probability and the relationships between different events. Let's define the following:

  • P(P)P(P): The probability that a patient visits a physical therapist.
  • P(C)P(C): The probability that a patient visits a chiropractor.
  • P(PC)P(P \cap C): The probability that a patient visits both a physical therapist and a chiropractor. This is given as 22%, or P(PC)=0.22P(P \cap C) = 0.22.
  • P(neither)P(\text{neither}): The probability that a patient visits neither a physical therapist nor a chiropractor. This is given as 12%, or P(neither)=0.12P(\text{neither}) = 0.12.
  • P(PC)P(P \cup C): The probability that a patient visits either a physical therapist, a chiropractor, or both.

Using the fact that the probability of the union of two events P(PC)P(P \cup C) is related to the probability of each event and their intersection, we have:

P(PC)=P(P)+P(C)P(PC)P(P \cup C) = P(P) + P(C) - P(P \cap C)

Since P(neither)=1P(PC)P(\text{neither}) = 1 - P(P \cup C), we can write:

P(neither)=1(P(P)+P(C)P(PC))P(\text{neither}) = 1 - (P(P) + P(C) - P(P \cap C))

Substituting the given values:

0.12=1(P(P)+P(C)0.22)0.12 = 1 - (P(P) + P(C) - 0.22)

This simplifies to:

P(P)+P(C)=10.12+0.22=1.10P(P) + P(C) = 1 - 0.12 + 0.22 = 1.10

We are also given that the probability of visiting a chiropractor exceeds the probability of visiting a physical therapist by 0.14:

P(C)=P(P)+0.14P(C) = P(P) + 0.14

Substituting this into the equation P(P)+P(C)=1.10P(P) + P(C) = 1.10:

P(P)+(P(P)+0.14)=1.10P(P) + (P(P) + 0.14) = 1.10

This simplifies to:

2P(P)+0.14=1.102P(P) + 0.14 = 1.10

Subtracting 0.14 from both sides:

2P(P)=0.962P(P) = 0.96

Dividing by 2:

P(P)=0.48P(P) = 0.48

So, the probability that a randomly chosen patient visits a physical therapist is 0.48\boxed{0.48}.

Would you like further details or have any questions?

Here are 5 related questions you might consider:

  1. What is the probability that a patient visits only a chiropractor?
  2. How can you calculate the probability that a patient visits only a physical therapist?
  3. What is the total probability that a patient visits at least one of the two specialists?
  4. How would the solution change if the probabilities of visiting a physical therapist and a chiropractor were equal?
  5. How would the result change if the probability of visiting neither specialist was different?

Tip: In probability problems involving two events, always consider both their union and intersection to fully understand the relationships between them.

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Math Problem Analysis

Mathematical Concepts

Probability
Set Theory

Formulas

Probability of union of events
Complement rule

Theorems

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Suitable Grade Level

Advanced High School