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:
Where:
- is the total number of trials (in this case, ),
- is the number of successful trials (in this case, ),
- is the probability of success on a single trial (in this case, ),
- is the probability of failure,
- is the binomial coefficient, which is calculated as .
We need to find the probability of at least 5 adults using their smartphones in meetings or classes, which means we need to calculate:
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:
- How would the probability change if the selection involved more adults (e.g., 10 adults)?
- What if the probability of using smartphones in meetings increased to 70%? How would that affect the result?
- Can you calculate the probability of exactly 6 adults using their smartphones in meetings?
- How do we interpret the binomial coefficient in this context?
- 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
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