/*! 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 26 The supervisors of a rural count... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

The supervisors of a rural county are interested in the proportion of property owners who support the construction of a sewer system. Because it is too costly to contact all 7000 property owners, a survey of 500 owners (selected at random) is undertaken. Describe the population and the sample for this problem.

Short Answer

Expert verified
In this problem, the population consists of all 7000 property owners in the rural county, while the sample is the 500 property owners selected at random for the survey. The supervisors aim to understand the proportion of property owners supporting the construction of a sewer system based on the sample.

Step by step solution

01

Identify the Population

In this problem, the population refers to the entire group of interest. In this case, it is all the 7000 property owners in the rural county. The supervisors want to know the proportion of property owners who support the construction of a sewer system among this population.
02

Identify the Sample

Sample refers to the subset of the population chosen for the study or survey. In this case, the sample is the 500 property owners selected at random from the population of 7000 property owners. The survey will be conducted on these 500 property owners to understand the proportion supporting the construction of the sewer system. To summarize: - Population: All 7000 property owners in the rural county. - Sample: 500 property owners randomly selected from the rural county's population.

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.

Statistical Population
In statistics, understanding the 'statistical population' is paramount. This term refers to the complete set of entities relevant to a particular statistical question. For instance, if we're interested in the attitude of property owners towards the construction of a new sewer system, the statistical population would include every single property owner in the area under consideration.

Using the exercise as an example, the county supervisors want to gauge the support of the sewer system among property owners in the rural county. Their population is the entirety of 7,000 property owners. It's crucial to accurately define the population for any survey or experiment, as it determines the scope and relevance of the findings. An incorrectly defined population can lead to inaccurate conclusions and undermine the validity of the study.
Random Sampling
Moving on to 'random sampling', this is a technique used in statistics to select a representative subset from the larger statistical population, ensuring that each individual has an equal chance of being chosen. Random sampling helps limit bias, making it one of the most reliable methods for gathering data that reflects the whole population.

As demonstrated in the given exercise, the supervisors choose 500 out of 7,000 property owners randomly for their survey. This random selection ensures that the sample is not skewed towards a particular group within the population, offering a fair picture of the community's opinion. Random sampling is not just a theoretical principle but a practical approach to conducting research in a way that makes the results as generalizable as possible.
Survey Methodology
When it comes to 'survey methodology', we're talking about the strategies and procedures involved in collecting data from a sample. This methodology includes designing the survey, deciding on sample size, determining how to select the sample, framing the questions, and administering the survey.

In our exercise, the supervisors are using a survey to understand the property owners' support. A good survey methodology is vital to ensure that the data collected is reliable and can be used to make informed decisions. Crucial to this methodology is the way participants are selected - which should be random to prevent biases - and how the questions are posed, as these factors greatly influence the quality and integrity of the survey's results.
Proportion Estimation
Lastly, 'proportion estimation' is a statistical process of determining the ratio of a certain subgroup within a population. In the context of our exercise, the supervisors aim to estimate the proportion of property owners who back the sewer system initiative.

To do this, they will analyze the survey responses from the random sample of 500 property owners and use this data to estimate the proportion for the entire population of 7,000 owners. Proportion estimation is a powerful tool as it enables researchers and decision-makers to extrapolate insights from a sample to a larger population, thus providing an understanding of the broader context without the need to survey every individual.

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

The article "Heartfelt Thanks to Fido" (San Luis Obispo Tribune, July 5,2003 ) summarized a study that appeared in the American Journal of Cardiology (March 15, 2003). In this study, researchers measured heart rate variability (a measure of the heart's ability to handle stress) in patients who had recovered from a heart attack. They found that heart rate variability was higher (which is good and means the heart can handle stress better) for those who owned a dog than for those who did not. a. Based on this study, is it reasonable to conclude that owning a dog causes higher heart rate variability? Explain. b. Is it reasonable to generalize the results of this study to all adult Americans? Explain why or why not.

The article "Bicyclists and Other Cyclists" (Annals of Emergency Medicine [2010]: 426) reported that in 2008 , 716 bicyclists were killed on public roadways in the United States and that the average age of the cyclists killed was 41 years. These figures were based on an analysis of the records of all traffic-related deaths of bicyclists on U.S. public roadways (this information is kept by the National Highway Traffic Safety Administration). a. Does the group of 716 bicycle fatalities represent a census or a sample of the bicycle fatalities in 2008 ? b. If the population of interest is bicycle traffic fatalities in 2008 , is the given average age of 41 years a statistic or a population characteristic?

Use the following information to answer. The paper "Turning to Learn: Screen Orientation and Reasoning from Small Devices" (Computers in Human Behavior [2011]\(: 793-797)\) describes a study that investigated whether cell phones with small screens are useful for gathering information. The researchers wondered if the ability to reason using information read on a small screen was affected by the screen orientation. The researchers assigned 33 undergraduate students who were enrolled in a psychology course at a large public university to one of two groups at random. One group read material that was displayed on a small screen in portrait orientation, and the other group read material on the same size screen but turned to display the information in landscape orientation (see the following figure). The researchers found that performance on a reasoning test based on the displayed material was better for the group that read material in the landscape orientation. Is the conclusion that reasoning using information displayed on a small screen is improved by turning the screen to landscape orientation appropriate, given the study design described above? Explain.

1.31 In an experiment to assess the effect of wearing compression socks during a marathon, 20 runners in the 2013 Hartford Marathon were randomly assigned to two groups ("Compression and Clots in Athletes Who Travel," Lower Extremities Review, lermagazine.com/ler-archives/january -2016, retrieved July 2, 2017). Runners in one group wore a pair of compression socks during the marathon, while runners in the second group wore regular athletic socks. At the end of the marathon, blood samples were taken to measure variables related to preventing blood clots and speeding up recovery from exercise. a. Describe why it was important for the researchers to assign participants to one of the two groups rather than letting the participants choose which group they wanted to be in. b. The authors of the paper state that there is some evidence that suggests that wearing compression socks may result in a psychological advantage that might translate into performance gains. Suppose that instead of a response variable that was determined by a blood test, the response variable had been the time it took the runner to complete the marathon. Do you think it would be a good idea to have the runners be blind to the type of socks that they were given? Explain why or why not.

According to the article "Rubbing Hands Together Under Warm Air Dryers Can Counteract Bacteria Reduction" (Infectious Disease News, September 22,2010 ), washing your hands isn't enough-good "hand hygiene" also includes drying hands thoroughly. The article described an experiment to compare bacteria reduction for three different hand-drying methods. In this experiment, subjects handled uncooked chicken for 45 seconds, then washed their hands with a single squirt of soap for 60 seconds, and then used one of the three hand-drying methods. The bacteria count on their hands was then measured. Suppose you want to carry out a similar experiment with 30 subjects who are willing to participate. Describe the steps in a process you might use to randomly assign each of the 30 subjects to one of the hand-drying methods.

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.