According to the Agency for Healthcare Research and Quality, the average cost of a hospital stay is $10,400 per day with a standard deviation of $17,494 per day. A random sample of 7,200 stays in an Idaho hospital had an average cost of $12,30. Determine whether there is evidence that the Idaho hospital has an average cost that is higher than the national average. In the box below, write your conclusion using a significance level of 0.05.
Below are the null and alternative Hypothesis,
Null Hypothesis, H0: μ = 10400
Alternative Hypothesis, Ha: μ > 10400
Rejection Region
This is right tailed test, for α = 0.05
Critical value of z is 1.645.
Hence reject H0 if z > 1.645
Test statistic,
z = (xbar - mu)/(sigma/sqrt(n))
z = (12300 - 10400)/(17494/sqrt(7200))
z = 9.22
P-value Approach
P-value = 0
As P-value < 0.05, reject the null hypothesis.
According to the Agency for Healthcare Research and Quality, the average cost of a hospital stay...
According to a website, the average cost of a stay in a hospital for a particular region was 12,500. Assume that this cost is exponentially distributed. a. Determine the probability that a randomly selected patient's stay in a hospital in this region will cost more than $13,000. b. Calculate the probability that a randomly selected patient's stay in a hospital in this region will cost less than $9,700.
The American Hospital Association reports in Hospital Stat that the mean cost to community hos[itals per patient per day in U.S. hospitals was $931 in 1994. In that same year, a random sample of 30 daily costs in Massachusetts hospitals yielded a mean of $962 and a standard deviation of $223. Do the data provide sufficient evidence to conclude that in 1994 the mean cost in Massachusetts hospitals was higher than the national mean of $931? Perform a hypothesis test...
10. The Agency for Healthcare Research and Quality reports that medical errors are responsible for injury in 1 out of every 25 hospital patients in the United States. These errors are tragic and expensive. Preventable health care- related errors cost the U.S. economy an estimated $ 29 billion each year. Suppose that you select a sample of 100 U.S. hospital patients. (Please show all work) What is the probability that the sample percentage will be between 5% and 10%? The...
1. According to research, the average non-mortgage debt of Canadians is $23800. A simple random sample of 60 Canadians was selected, and their average nonmortgage debt was found to be $22500. Assume the population standard deviation of non-mortgage debt is $4600. Is there sufficient evidence to conclude that the average non-mortgage debt of Canadians has decreased? Use α = 0.05. a) State the null and alternative hypotheses in the context of the question. b) Calculate the value of the test...
A random sample of 25 inpatients in a hospital had a mean healthcare expenditure of $2000 and standard deviation of $300. Use these values to test the following hypotheses at α = 0.01: (a) whether or not the mean healthcare expenditure among all inpatients in the hospital is less than $2300. (b) whether or not the mean healthcare expenditure among all inpatients in the hospital is different from $2100. A medical researcher is testing a new drug to see if...
According to a study conducted two years ago by the Organisation for Economic Cooperation and Development (OECD), the average length of stay in a hospital was 16.2 days in Japan. A researcher in Japan suspects that the average length of stay in a hospital has actually increased in Japan since the study was released by the OECD two years ago. To test her suspicion, the researcher selected a random sample of 111 hospital patients in Japan and calculated the average...
21.) according to a certain government agency for a large country,
the proportion of fatal traffic accidents in the country in which
the driver had a positive blood alcohol (BAC) is .38. suppose a
random sample of 108 traffic fatalities in a certain region results
in 52 that involved a positive BAC. does the sample evidence
suggest that the region has a higher proportion of traffic
fatalities involving a positive BAC than the country at the a=.05
level of significance?...
A study conducted by the American Heart Association found that the average American exercises vigorously for an average of 17 minutes per day, with a standard deviation of 1.2. A researcher who works with women with health issues wants to determine if the group is different than the national average. The researcher finds that his group of 25 women exercises 15 minutes per day. Assume normal distribution and test at a 0.05 level of significance (a = .05). 1. State...
Question 10 (1 point) It is reported in USA Today that the average flight cost nationwide is $508.524. You have never paid close to that amount and you want to perform a hypothesis test that the true average is actually greater than $508.524. The hypotheses for this situation are as follows: Null Hypothesis: μ ≤ 508.524, Alternative Hypothesis: μ > 508.524. A random sample of 37 flights shows an average cost of $503.111 with a standard deviation of $59.6514. What...
0.05 level of signileai 3.2 movies. At the concluded that this represents a difference from national average? Source: MPAA Study the 5. Nonparental Care According to the Digest of Educa- tional Statistics, a certain group of preschool children under the age of one year each spends an average of 30.9 hours per week in nonparental care. A study of state university center-based programs indicated that a random sample of 32 infants spent an average of 32.1 hours per week in...