Question

In: Statistics and Probability

A recent drug survey showed an increase in the use of drugs and alcohol among local...

A recent drug survey showed an increase in the use of drugs and alcohol among local high school seniors as compared to the national percent. Suppose that a survey of 100 local seniors and 100 national seniors is conducted to see if the proportion of drug and alcohol use is higher locally than nationally. Locally, 67 seniors reported using drugs or alcohol within the past month, while 63 national seniors reported using them. Conduct a hypothesis test at the 5% level.

NOTE: If you are using a Student's t-distribution for the problem, including for paired data, you may assume that the underlying population is normally distributed. (In general, you must first prove that assumption, though.)

  • Part (d)

    State the distribution to use for the test. (Round your answers to four decimal places.)

    P'localP'national

    ~
    ,
  • Part (e)

    What is the test statistic? (If using the z distribution round your answer to two decimal places, and if using the t distribution round your answer to three decimal places.)
    ---Select---tz =

  • Part (f)

    What is the p-value? (Round your answer to four decimal places.)


    Explain what the p-value means for this problem.
  • If H0is false, then there is a chance equal to the p-value that the proportion of students who use drugs and alcohol locally is at least 0.04 more than the proportion of students who use drugs and alcohol nationally.
  • If H0is true, then there is a chance equal to the p-value that the proportion of students who use drugs and alcohol locally is 0.04 less than the proportion of students who use drugs and alcohol nationally.    
  • If H0is true, then there is a chance equal to the p-value that the proportion of students who use drugs and alcohol locally is at least 0.04 more than the proportion of students who use drugs and alcohol nationally.
  • If H0is false, then there is a chance equal to the p-value that the proportion of students who use drugs and alcohol locally is 0.04 less than the proportion of students who use drugs and alcohol nationally.
  • Part (g)

    Sketch a picture of this situation. Label and scale the horizontal axis and shade the region(s) corresponding to the p-value.

  • Part (h)

    Indicate the correct decision ("reject" or "do not reject" the null hypothesis), the reason for it, and write an appropriate conclusion.(i) Alpha (Enter an exact number as an integer, fraction, or decimal.)
    α = .05

    (ii) Decision:

    reject the null hypothesis

  • do not reject the null hypothesis    


    (iii) Reason for decision:

    Since p-value > α, we do not reject the null hypothesis.

  • Since p-value > α, we reject the null hypothesis.   

  • Since p-value < α, we reject the null hypothesis.

  • Since p-value < α, we do not reject the null hypothesis.


    (iv) Conclusion:

    There is sufficient evidence to show that the proportion of local seniors using drugs and alcohol locally is higher than the proportion of seniors using drugs and alcohol nationally.

  • There is not sufficient evidence to show that the proportion of local seniors using drugs and alcohol locally is higher than the proportion of seniors using drugs and alcohol nationally.    

  • Part (i)

    Explain how you determined which distribution to use.

    The standard normal distribution will be used because the samples involve the difference in proportions.

  • The t-distribution will be used because the samples are independent and the population standard deviation is not known.

  •     The t-distribution will be used because the samples are dependent.

  • The standard normal distribution will be used because the samples are independent and the population standard deviation is known.

Solutions

Expert Solution

We will conduct a Z test for two proportion

d) Distribution is normal

e-f)test statistic and p-value can be found if you follow the right steps to conduct this hypothesis below

option C is right

If H0 is true, then there is a chance equal to the p-value that the proportion of students who use drugs and alcohol locally is at least 0.04 more than the proportion of students who use drugs and alcohol nationally.

g)

h)

ii)Do not reject the null hypothesis as P value > significance level

iii)

Since p-value > α, we do not reject the null hypothesis.

iv)There is not sufficient evidence to show that the proportion of local seniors using drugs and alcohol locally is higher than the proportion of seniors using drugs and alcohol nationally.    

v)The standard normal distribution will be used because the samples involve the difference in proportions.


Related Solutions

A recent drug survey showed an increase in the use of drugs and alcohol among local...
A recent drug survey showed an increase in the use of drugs and alcohol among local high school seniors as compared to the national percent. Suppose that a survey of 100 local seniors and 100 national seniors is conducted to see if the proportion of drug and alcohol use is higher locally than nationally. Locally, 69 seniors reported using drugs or alcohol within the past month, while 60 national seniors reported using them. Conduct a hypothesis test at the 5%...
. A recent drug survey showed an increase in the use of drugs and alcohol among...
. A recent drug survey showed an increase in the use of drugs and alcohol among local high school seniors as compared to the national percent. Suppose that a survey of 100 local seniors and 100 national seniors is conducted to see if the proportion of drug and alcohol use is higher locally than nationally. Locally, 65 seniors reported using drugs or alcohol within the past month, while 60 national seniors reported using them.                                                                   Ho: p1 = p2                                   ...
Are drug and/ or alcohol use in the U.S. increasing? Which drugs do you think will...
Are drug and/ or alcohol use in the U.S. increasing? Which drugs do you think will represent the biggest problem of the next decade ? What social problems will it create ?
Alcohol, Tobacco, and Other Drugs: Assignment The use of alcohol tobacco and other drugs continue to...
Alcohol, Tobacco, and Other Drugs: Assignment The use of alcohol tobacco and other drugs continue to take a toll on the economy, life expectancy and health care delivery system of the United States. What are the 3 most common reasons individuals start using drugs? Explain how “people, places and things” are related to continued drug use and explain what needs to be done regarding people, places, and things to start changing drug behavior. Explain what happens in the brain when...
Results of the Core Alcohol and Drug Use Survey indicate that 2% of college freshmen have...
Results of the Core Alcohol and Drug Use Survey indicate that 2% of college freshmen have used marijuana in the last week, 10% of college freshmen have used marijuana within the last 30 days, and 29% of college freshmen have used marijuana in the last year. The University of Colorado conducts its own survey, and finds the following:       Used in the Last Week Used in the Last Month Used in the Last Year Number of Students 5 7 30...
Analyze current trends among drug and alcohol use within the last five years. Evaluate empirical evidence...
Analyze current trends among drug and alcohol use within the last five years. Evaluate empirical evidence that provides comprehensive information about one trend among drug and alcohol use within the last five years. Analyze one current trend among drug and alcohol use within the last five years utilizing the empirical evidence for support. -Include a comparison to previous years and predictions of the future of the current trend. -Include how the current trend is being addressed within the field of...
. Compare and contrast drug/alcohol use and drug/alcohol abuse Describe 2 types of behavioral addictions Describe...
. Compare and contrast drug/alcohol use and drug/alcohol abuse Describe 2 types of behavioral addictions Describe the effects of two different categories of substances found in chapter 8. Ex. Stimulants, inhalants, depressants, hallucinogens.. Describe 3 risk factors for alcoholism Describe 3 long term health effects of cigarette smoking. . Analyze and describe the chain of infection and explain how viruses such as COVID 19 can disrupt the of the community. Explain how you would teach college aged young adults how...
A MSCI survey showed that there continues to be a slow increase in the overall percentage...
A MSCI survey showed that there continues to be a slow increase in the overall percentage of women on boards of directors globally. The study reported that 7 of 22 (32%) Austrian companies sampled, 86 of 103 (83%) French companies sampled, 40 of 92 (43%) German companies sampled, 5 of 31 (16%) Irish companies sampled, and 37 of 55 (67%) Italian companies sampled have at least three female directors on their boards. Develop and populate a frequency and percentage table...
A recent survey of 200 companies showed that 8 had a female as the head of...
A recent survey of 200 companies showed that 8 had a female as the head of the company. A year ago, a survey of 200 companies showed that 6 had a female as the head of the company. At α = 0.05, can it be concluded that the proportion has changed? Find the 95% confidence interval of the difference of the two proportions.
Describe: how these drugs (including opiates, alcohol, nicotine, amphetamines, and cocaine) increase concentration of dopamine in...
Describe: how these drugs (including opiates, alcohol, nicotine, amphetamines, and cocaine) increase concentration of dopamine in synaptic cleft in at least three different ways.  
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT