Question

In: Statistics and Probability

Background: Based on the National Center of Health Statistics, the proportion of babies born at low...

Background: Based on the National Center of Health Statistics, the proportion of babies born at low birth weight (below 2,500 grams) in the United States is roughly .078, or 7.8% (based on all the births in the United States in the year 2002). A study was done in order to check whether smoking by pregnant women increases the risk of low birth weight. In other words, the researchers wanted to check whether the proportion of babies born at low birth weight among women who smoked during their pregnancy is higher than the proportion in the general population. The researchers followed a sample of 400 women who had smoked during their pregnancy and recorded the birth weight of the newborns. Based on the data, the p-value was found to be .119.

Write down the null and alternative hypotheses (Hoand Ha) that are being tested here.

Note: the score will be 0 until the teacher grades it

LicenseQuestion 14. Points possible: 3
This is attempt 1 of 4.
Post this question to forum

Based on the p-value, what is your conclusion (use .05 significance level)?

Note: the score will be 0 until the teacher grades it

LicenseQuestion 15. Points possible: 3
This is attempt 1 of 4.
Post this question to forum

Can we conclude that the results of this study provide evidence that second-hand smoking does not increase the risk of low birth weight? Why or why not?

Note: the score will be 0 until the teacher grades it

LicenseQuestion 16. Points possible: 5
This is attempt 1 of 4.
Post this question to forum

Solutions

Expert Solution

Let p1 and p2 be the true proportion of babies born at low birth weight among women who smoked during their pregnancy and in the general population respectively.

H0: p1 = p2

Ha: p1 > p2

Since, p-value is greater than 0.05 significance level, we fail to reject null hypothesis H0.

We can conclude that there is no strong evidence from the sample data  that true proportion of babies born at low birth weight among women who smoked during their pregnancy is greater than  the proportion in general population.

No, we cannot conclude that the results of this study provide evidence that second-hand smoking does not increase the risk of low birth weight

We conclude that the results of this study provide no evidence that second-hand smoking increase the risk of low birth weight.


Related Solutions

The 2011 National Health Interview Survey by the National Center for Health Statistics (NCHS) provides weight...
The 2011 National Health Interview Survey by the National Center for Health Statistics (NCHS) provides weight categorization for adults 1818 years and older based on their body mass index. The same NCHS report breaks down the sampled individuals by age group. The percentages of obese individuals in the 2011 survey for each age group are provided in the table. Age group Percent who are obese 1818 to 4444 26.226.2 4545 to 6464 32.232.2 6565 to 7474 31.631.6 7575 and over...
A National Center for Health Statistics study states that the height of adult women in the...
A National Center for Health Statistics study states that the height of adult women in the U.S. is approximately normally distributed with a mean ? = 63. 8 inches, and with a standard deviation of ? = 2.8 inches. Amy is 70 inches tall. Determine the probability that a randomly selected woman in the U.S. is taller than Amy. Would this be unusual? Illustrate by noting relevant details on the normal curve below (label the x axis!), and shading the...
a study by the national center of health statistics found that the BMI of american young...
a study by the national center of health statistics found that the BMI of american young women (ages 20-29) are normally distributed with a mean of 26.8 and a standard deviation of 7.4 a) the middle 95% of this population would have a BMI between______and _____ b) what percent of the population have BMI above 19.4? c) the national center of health defines a person with BMI associated with a z-score of -1.12 or less to be underweight. according to...
Baby weights: According to a recent National Health Statistics Report, the weight of male babies less...
Baby weights: According to a recent National Health Statistics Report, the weight of male babies less than 2 months old in the U.S. is normally distributed with mean 11.5 pounds and standard deviation 2.7 pounds. a. What proportion of babies weigh more than 13 pounds? b. What proportion of babies weigh less than 15 pounds? c. What proportion of babies weigh between 10 and 14 pounds? d. Is it unusual for a baby to weigh more than 17 pounds?
According to the National Center for Health Statistics (2014), p = 0.21 of adults are smokers....
According to the National Center for Health Statistics (2014), p = 0.21 of adults are smokers. Assume the population is the U.S. adult population of N = 235,224,016. A random sample of n = 450 adults is obtained. a. Describe the Distribution of the Sample Proportion, ?̂ , in terms of shape, center and spread, for the proportion of U.S. adults who smoke (3 pts): • Shape: np(1-p) ≥ 10 • Center: ??̂ • Spread: ??̂ = √?̂(1−?̂)? b. In...
According to the National Center for Health Statistics (2018), there were 3,855,500 births registered in the...
According to the National Center for Health Statistics (2018), there were 3,855,500 births registered in the United States in the year 2017. The mean age of mothers at first birth was 26.8 years. Lets suppose that the standard deviation is 3 years. Use this information to answer questions #1 through #4. Question 1 What proportion of first time mothers gave birth before the age of 18? Question 2 What proportion of first time mothers gave birth after the age of...
According the National Center for Health Statistics, the distribution of serum cholesterol levels for 20- to...
According the National Center for Health Statistics, the distribution of serum cholesterol levels for 20- to 74-year-old males living in the United States has mean 211 mg/dl, and a standard deviation of 46 mg/dl. a. We are planning to collect a sample of 25 individuals and measure their cholesterol levels. What is the probability that our sample average will be above 230? b. Which numbers are 1.96 standard errors away rom the expected value of the sampling distributions(i.e. 95% of...
In the United States, according to a 2018 review of National Center for Health Statistics information,...
In the United States, according to a 2018 review of National Center for Health Statistics information, the average age of a mother when her first child is born in the U.S. is 26 years old. A curious student at CBC has a hypothesis that among mothers at community colleges, their average age when their first child was born is lower than the national average. To test her hypothesis, she plans to collect a random sample of CBC students who are...
The National Center for Health Statistics (NCHS) provided data on the distribution of weight (in categories)...
The National Center for Health Statistics (NCHS) provided data on the distribution of weight (in categories) among Americans in 2002. The distribution was based on specific values of body mass index (BMI) computed as weight in kilograms over height in meters squared. Underweight was defined as BMI< 18.5, Normal weight as BMI between 18.5 and 24.9, overweight as BMI between 25 and 29.9 and obese as BMI of 30 or greater. Americans in 2002 were distributed as follows: 2% Underweight,...
According to a census company, 10.1% of all babies born are of low birth weight. An...
According to a census company, 10.1% of all babies born are of low birth weight. An obstetrician wanted to know whether mothers between the ages of 35 and 39 years give birth to a higher percentage of low-birth-weight babies. She randomly selected 350 births for which the mother was 35 to 39 years old and found 38 low-birth-weight babies. Complete parts (a) through (c) below. A)-If the proportion of low-birth-weight babies for mothers in this age group is 0.101 ,...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT