Warning: foreach() argument must be of type array|object, bool given in /var/www/html/web/app/themes/studypress-core-theme/template-parts/header/mobile-offcanvas.php on line 20

An article titled "Guard Your Kids Against Allergies: Get Them a Pet" (San Luis Obispo Tribune, August 28,2002\()\) described a study that led researchers to conclude that "babies raised with two or more animals are about half as likely to have allergies by the time they turned six." Explain why it is not reasonable to conclude that being raised with two or more animals is the cause of the observed lower allergy rate.

Short Answer

Expert verified
Simply put, it's important to distinguish between correlation and causation. Observationally, while the presence of pets and lower allergy rates could be correlated, declaring pets as the root cause requires concrete evidence usually obtained via the scientific method. Plus, there could be multiple other influencing factors at play - making it imprudent to attribute the decrease in allergies solely to the presence of pets.

Step by step solution

01

Understanding Correlation vs Causation

There is a very important distinction to understand when interpreting studies like this. Correlation merely implies a relationship or pattern observed between two variables, in this case, the presence of pets and the prevalence of allergies in children. However, a correlation does not automatically imply causation. To establish causation, it must be proven that one variable directly affects the other, that is, that having pets directly results in fewer allergies.
02

Consideration of Confounding Variables

In this kind of study, there could be numerous other factors interacting and contributing to the lower allergy rates among children who live with two or more pets. These are called confounding variables. For instance, maybe these kids often play outside (due to walking their pets) and this exposes them to outdoor allergens that boost their immune system. Also, the type of household environment that simultaneously supports having many pets may also play a role in preventing allergies.
03

Importance of Scientific Method for Causation

To say 'being raised with two or more animals is the cause of the observed lower allergy rate' is a strong statement that requires strong evidence. This is usually obtained through the scientific method. Ideally, to test this hypothesis, you would need a random and representative sample of children, then randomly assign some to be raised with two or more pets and some to be raised without pets, controlling as many other variables as possible. Then, if there was a significant difference in allergy rates, you could conclude that pets cause lower allergy rates. However, ethical and logistical considerations make this study difficult to carry out. Without such a study, it's not reasonable to conclude that pets cause fewer allergies based on observational findings alone.

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 Vaia!

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

Data from a poll conducted by Travelocity led to the following estimates: Approximately \(40 \%\) of travelers check their work e-mail while on vacation; about \(33 \%\) take their cell phones on vacation to stay connected with work; and about \(25 \%\) bring their laptops on vacation (San Luis Obispo Tribune, December 1,2005 ). Are the given percentages statistics or population characteristics?

For each of the statistical studies described indicate whether the study is an observational study or an experiment. Give a brief explanation for your choice. The article "Tots TV-Watching May Spur Attention Problems" (San Luis Obispo Tribune, April 4,2004\()\) described a study that appeared in the journal Pediatrics. Researchers looked at records of 2,500 children who were participating in a long-term health study. They found that \(10 \%\) of these children had attention disorders at age 7 and that the number of hours of television watched at ages 1 and 3 was associated with an increased risk of having an attention disorder at age 7 .

A survey of affluent Americans (those with incomes of $$ 75,000\( or more) indicated that \)57 \%$ would rather have more time than more money (USA Today, January 29, 2003). a. What condition on how the data were collected would make it reasonable to generalize this result to the population of affluent Americans? b. Would it be reasonable to generalize this result to the population of all Americans? Explain why or why not.

For each of the statistical studies described, indicate whether the study is an observational study or an experiment. Give a brief explanation for your choice. The paper "Health Halos and Fast-Food Consumption" (Journal of Consumer Research [2007]: 301-314) described a study in which 46 college students volunteered to participate. Half of the students were given a coupon for a McDonald's Big Mac sandwich and the other half were given a coupon for a Subway 12 -inch Italian BMT sandwich. (For comparison, the Big Mac has 600 calories, and the Subway 12 -inch Italian BMT sandwich has 900 calories.) The researchers were interested in how the perception of Subway as a healthy fast- food choice and McDonald's as an unhealthy fast-food choice would influence what additional items students would order with the sandwich. The researchers found that those who received the Subway coupon were less likely to order a diet soft drink, more likely to order a larger size drink, and more likely to order cookies than those who received the Big Mac coupon.

For each of the statistical studies described indicate whether the study is an observational study or an experiment. Give a brief explanation for your choice. The following conclusion from a statistical study appeared in the article "Smartphone Nation" (AARP Bulletin, September 2009): "If you love your smart phone, you are not alone. Half of all boomers sleep with their cell phone within arm's length. Two of three people ages 50 to 64 use a cell phone to take photos, according to a 2010 Pew Research Center report."

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.

Sign-up for free