In: Statistics and Probability
This problem is based on information taken from The Merck Manual (a reference manual used in most medical and nursing schools). Hypertension is defined as a blood pressure reading over 140 mm Hg systolic and/or over 90 mm Hg diastolic. Hypertension, if not corrected, can cause long-term health problems. In the college-age population (18-24 years), about 9.2% have hypertension. Suppose that a blood donor program is taking place in a college dormitory this week (final exams week). Before each student gives blood, the nurse takes a blood pressure reading. Of 197 donors, it is found that 29 have hypertension. Do these data indicate that the population proportion of students with hypertension during final exams week is higher than 9.2%? Use a 5% level of significance. how do I find the p-valve?
Given : n=197 , X=29 , p=X/n=29/197=0.1472
Hypothesis : Vs
The test statistic is ,
The p-value is ,
p-value=
; From standard normal distribution table
Decision : Here , p-value=0.0037 <
Therefore , reject Ho
Conclusion : Hence , there is sufficient evidence to data indicate that the population proportion of students with hypertension during final exams week is higher than 9.2%.