A pathological video game user (PVGU) is a video game user that averages 31 or more hours a week of gameplay. According to the article "Pathological Video Game Use among Youths: A Two-Year Longitudinal Study" (Pediatrics, Vol. 127, No. 2, pp. 319-329) by D. Gentile et al., in 2011, about 9% of children in grades 3-8 were PVGUS. Suppose that, today, five youths in grades 3-8 are randomly selected. Let X represent the number of youths who are PVGUS.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Topic Video
Question
100%
a pathological video game user(PVGU) is à video game user averages 31 or more hours a week of of gameplay.
### Understanding Pathological Video Game Use Among Youths

A pathological video game user (PVGU) is defined as a video game user that averages 31 or more hours a week of gameplay. According to the article “Pathological Video Game Use among Youths: A Two-Year Longitudinal Study” (Pediatrics, Vol. 127, No. 2, pp. 319–329) by D. Gentile et al., in 2011, about 9% of children in grades 3–8 were PVGUs.

### Probability Calculation Example

Suppose five youths in grades 3–8 are randomly selected. Let \( X \) represent the number of youths who are PVGUs in this sample. Here are the given and calculated values for the probability distribution:

1. **Sample size** \((n)\): 
   \[
   n = 7
   \]

2. **Probability of a child being a PVGU** \((p)\): 
   \[
   p = 0.09
   \]

3. **Probability of a child not being a PVGU** \((1 - p)\): 
   \[
   1 - p = 0.91
   \]

### Probability Distribution Table

The table below presents the probability distribution for the random variable \(X\), representing the number of PVGUs among the sampled youths. The values are calculated and rounded to four decimal places.

| \(X = x\) | \(P(X = x)\) |
|-----------|--------------|
| 0         | 0.5170       |
| 1         | 0.3580       |

### Explanation of Calculation

To compute the probabilities for each possible number of PVGUs in the sample, we use the binomial probability formula:

\[
P(X = x) = \binom{n}{x} p^x (1 - p)^{n - x}
\]

Where:
- \( \binom{n}{x} \) is the binomial coefficient
- \( p \) is the probability of success (being a PVGU)
- \( (1 - p) \) is the probability of failure (not being a PVGU)
- \( n \) is the number of trials (youths sampled)
- \( x \) is the number of successes (number of PVGUs)

### Conclusion

Analyzing
Transcribed Image Text:### Understanding Pathological Video Game Use Among Youths A pathological video game user (PVGU) is defined as a video game user that averages 31 or more hours a week of gameplay. According to the article “Pathological Video Game Use among Youths: A Two-Year Longitudinal Study” (Pediatrics, Vol. 127, No. 2, pp. 319–329) by D. Gentile et al., in 2011, about 9% of children in grades 3–8 were PVGUs. ### Probability Calculation Example Suppose five youths in grades 3–8 are randomly selected. Let \( X \) represent the number of youths who are PVGUs in this sample. Here are the given and calculated values for the probability distribution: 1. **Sample size** \((n)\): \[ n = 7 \] 2. **Probability of a child being a PVGU** \((p)\): \[ p = 0.09 \] 3. **Probability of a child not being a PVGU** \((1 - p)\): \[ 1 - p = 0.91 \] ### Probability Distribution Table The table below presents the probability distribution for the random variable \(X\), representing the number of PVGUs among the sampled youths. The values are calculated and rounded to four decimal places. | \(X = x\) | \(P(X = x)\) | |-----------|--------------| | 0 | 0.5170 | | 1 | 0.3580 | ### Explanation of Calculation To compute the probabilities for each possible number of PVGUs in the sample, we use the binomial probability formula: \[ P(X = x) = \binom{n}{x} p^x (1 - p)^{n - x} \] Where: - \( \binom{n}{x} \) is the binomial coefficient - \( p \) is the probability of success (being a PVGU) - \( (1 - p) \) is the probability of failure (not being a PVGU) - \( n \) is the number of trials (youths sampled) - \( x \) is the number of successes (number of PVGUs) ### Conclusion Analyzing
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps with 3 images

Blurred answer
Follow-up Questions
Read through expert solutions to related follow-up questions below.
Follow-up Question

A pathological video game user (PVGU) is a video game user that averages 31 or more hours a week of gameplay. According to the article “Pathological Video Game Use among Youths: A Two-Year Longitudinal Study” (Pediatrics, Vol. 127, No. 2, pp. 319–329) by D. Gentile et al., in 2011, about 9% of children in grades 3–8 were PVGUs. Suppose that, today, five youths in grades 3–8 are randomly selected. Let X represent the number of youths who are PVGUs.

Calculate the probability that EXACTLY three youths are PVGUs

Solution
Bartleby Expert
SEE SOLUTION
Knowledge Booster
Propositional Calculus
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.
Similar questions
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman