Math Problem Statement

Assume that when adults with smartphones are randomly​ selected, 59% use them in meetings or classes. If 7 adult smartphone users are randomly​ selected, find the probability that at least 5 of them use their smartphones in meetings or classes.

Solution

We can solve this problem using the binomial probability formula, since we are dealing with a fixed number of trials (7 adult smartphone users) and two possible outcomes for each trial: either the adult uses their smartphone in meetings or classes or they do not.

The binomial probability formula is:

P(X=k)=(nk)pk(1p)nkP(X = k) = \binom{n}{k} p^k (1-p)^{n-k}

Where:

  • nn is the total number of trials (in this case, n=7n = 7),
  • kk is the number of successful trials (in this case, k=5,6,or7k = 5, 6, \text{or} 7),
  • pp is the probability of success on a single trial (in this case, p=0.59p = 0.59),
  • 1p1-p is the probability of failure,
  • (nk)\binom{n}{k} is the binomial coefficient, which is calculated as n!k!(nk)!\frac{n!}{k!(n-k)!}.

We need to find the probability of at least 5 adults using their smartphones in meetings or classes, which means we need to calculate:

P(X5)=P(X=5)+P(X=6)+P(X=7)P(X \geq 5) = P(X = 5) + P(X = 6) + P(X = 7)

Let’s compute each probability step-by-step. I'll now calculate the exact values for you.The probability that at least 5 of the 7 selected adult smartphone users use their smartphones in meetings or classes is approximately 0.398 or 39.8%.

Would you like more details or have any questions?

Here are 5 related questions to deepen your understanding:

  1. How would the probability change if the selection involved more adults (e.g., 10 adults)?
  2. What if the probability of using smartphones in meetings increased to 70%? How would that affect the result?
  3. Can you calculate the probability of exactly 6 adults using their smartphones in meetings?
  4. How do we interpret the binomial coefficient in this context?
  5. How would you modify this problem if there were 3 possible outcomes instead of 2?

Tip: When working with binomial probabilities, always ensure the trials are independent and the probability of success remains constant across all trials.

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Math Problem Analysis

Mathematical Concepts

Probability
Binomial Distribution

Formulas

P(X = k) = (n choose k) * p^k * (1-p)^(n-k)
P(X >= 5) = P(X = 5) + P(X = 6) + P(X = 7)

Theorems

Binomial Probability Theorem

Suitable Grade Level

Grades 10-12