/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 25 Osteoporosis is a condition in w... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

Osteoporosis is a condition in which the bones become brittle due to loss of minerals. To diagnose osteoporosis, an elaborate apparatus measures bone mineral density (BMD). BMD is usually reported in standardized form. The standardization is based on a population of healthy young adults. The World Health Organization (WHO) criterion for osteoporosis is a BMD score that is 2.5 standard deviations below the mean for young adults. BMD measurements in a population of people similar in age and gender roughly follow a Normal distribution. (a) What percent of healthy young adults have osteoporosis by the \(\mathrm{WHO}\) criterion? (b) Women aged 70 to 79 are, of course, not young adults. The mean BMD in this age group is about -2 on the standard scale for young adults. Suppose that the standard deviation is the same as for young adults. What percent of this older population has osteoporosis?

Short Answer

Expert verified
(a) 0.6% of healthy young adults have osteoporosis. (b) 30.85% of women aged 70-79 have osteoporosis.

Step by step solution

01

Understand the WHO Criterion

WHO defines osteoporosis as a BMD score that is 2.5 standard deviations below the mean BMD for healthy young adults. In this standardized distribution of BMD, these values are represented as the negative end of the distribution.
02

Determine the Percent of Young Adults with Osteoporosis

Since the BMD follows a normal distribution, we need to find the proportion of the distribution that lies 2.5 standard deviations below the mean. In a standard normal distribution, the proportion of individuals who are more than 2.5 standard deviations below the mean is found by looking up 2.5 in a standard normal distribution table or using a calculator. This area corresponds to approximately 0.6%.
03

Analyze the Older Population (70-79 years old)

For the older population, the mean BMD is -2 (already lower than the young adult standard mean). The standard deviation remains the same.
04

Calculate the Z-Score for Osteoporosis in Older Adults

Calculate a Z-score for -2.5 standard deviations below the young adult mean in the older population. This Z-score is calculated by using the formula: \[ Z = \frac{-2.5 - (-2)}{1} = -0.5 \]. This means we need to find the cumulative probability for a Z-score of -0.5.
05

Determine the Percent of Older Adults with Osteoporosis

Using a standard normal distribution table or calculator, we find the percentage of individuals with a Z-score less than -0.5. This corresponds to the cumulative area under the curve to the left of -0.5, which is about 30.85%.

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91Ó°ÊÓ!

Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Osteoporosis Diagnosis
Osteoporosis is a medical condition characterized by brittle bones, mainly due to the loss of minerals like calcium. This condition can increase the risk of fractures and other bone-related issues.
Diagnosing osteoporosis typically involves measuring Bone Mineral Density (BMD). This assessment provides insight into the density and strength of bones.
The BMD values are standardized based on healthy young adults to ensure accuracy in comparison. Powerful devices known as densitometers are used in clinics and laboratories to measure BMD, providing a numerical value that helps physicians diagnose osteoporosis. Understanding BMD values in relation to established health norms is crucial in diagnosing and treating osteoporosis efficiently.
Bone Mineral Density (BMD)
Bone Mineral Density (BMD) is a measurement that reflects the amount of minerals in a segment of bone. It’s a key indicator of bone health, often measured through techniques like Dual-energy X-ray Absorptiometry (DEXA) scans.
This measurement helps determine the strength and density of bones by assessing how much calcium and other minerals they contain.
BMD results are reported in a "t-score," which compares an individual's BMD with the average BMD of a healthy young adult.
  • A positive t-score means a higher bone density compared to the average young adult.
  • A t-score of zero indicates average density.
  • A negative t-score suggests lower density, which may indicate osteopenia or osteoporosis depending on its severity.
BMD measurement is vital in diagnosing osteoporosis, as it helps establish the risk of fractures and assess the progression of bone loss over time.
WHO Criterion
The World Health Organization (WHO) criterion provides a globally accepted standard for diagnosing osteoporosis. It defines osteoporosis as having a BMD that is 2.5 or more standard deviations below the mean BMD of a healthy, young adult population.
This means a t-score of -2.5 or lower typically indicates osteoporosis.
The WHO criterion is based on statistical principles involving normal distribution. In a normal distribution, most data points cluster around the mean, with fewer data points lying further from the mean.
  • In osteoporosis assessment, only about 0.6% of healthy young adults naturally fall into the category of having osteoporosis according to this criterion, as they fall below the -2.5 threshold.
  • With aging populations, however, more individuals tend to fall below this threshold due to natural bone density loss over time.
The application of this criterion helps in early diagnosis and management, as it sets a clear benchmark for when a person may need intervention or monitoring for bone health.

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

Studious athletes A university is concerned about the academic standing of its intercollegiate athletes. A study committee chooses an SRS of 50 of the 316 athletes to interview in detail. Suppose that \(40 \%\) of the athletes have been told by coaches to neglect their studies on at least one occasion. What is the probability that at least 15 in the sample are among this group?

Lightning strikes The number of lightning strikes on a square kilometer of open ground in a year has mean 6 and standard deviation \(2.4 .\) The National Lightning Detection Network (NLDN) uses automatic sensors to watch for lightning in a random sample of 10 one-square-kilometer plots of land. (a) What are the mean and standard deviation of the sampling distribution of \(\bar{x}\), the sample mean number of strikes per square kilometer? (b) Explain why you cannot safely calculate the probability that \(\bar{x}<5\) based on a sample of size 10 . (c) Suppose the NLDN takes a random sample of \(n=50\) square kilometers instead. Explain how the central limit theorem allows us to find the probability that the mean number of lightning strikes per square kilometer is less than \(5 .\) Then calculate this probability. Show your work.

At a particular college, \(78 \%\) of all students are receiving some kind of financial aid. The school newspaper selects a random sample of 100 students and \(72 \%\) of the respondents say they are receiving some sort of financial aid. Which of the following is true? (a) \(78 \%\) is a population and \(72 \%\) is a sample. (b) \(72 \%\) is a population and \(78 \%\) is a sample. (c) \(78 \%\) is a parameter and \(72 \%\) is a statistic. (d) \(72 \%\) is a parameter and \(78 \%\) is a statistic. (e) \(78 \%\) is a parameter and 100 is a statistic.

Which of the following are the mean and standard deviation of the sampling distribution of the sample proportion \(\hat{p} ?\) (a) \(\quad\) Mean \(=0.30, \mathrm{SD}=0.017\) (b) \(\quad\) Mean \(=0.30, \mathrm{SD}=0.55\) (c) Mean \(=0.30, \mathrm{SD}=0.0003\) (d) Mean \(=225, \mathrm{SD}=12.5\) (e) Mean \(=225, \mathrm{SD}=157.5\)

Who owns a Harley? Harley-Davidson motorcycles make up \(14 \%\) of all the motorcycles registered in the United States. You plan to interview an SRS of 500 motorcycle owners. How likely is your sample to contain \(20 \%\) or more who own Harleys? Show your work.

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.