/*! 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 96 A recent headline reads "Early L... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

A recent headline reads "Early Language Skills Reduce Preschool Tantrums, Study Finds," \(\sqrt{7}\) and the article offers a potential explanation for this: "Verbalizing their frustrations may help little ones cope." The article refers to a study that recorded the language skill level and the number of tantrums of a sample of preschoolers. (a) Is this an observational study or a randomized experiment? (b) Can we conclude that "Early Language Skills Reduce Preschool Tantrums"? Why or why not? (c) Give a potential confounding variable.

Short Answer

Expert verified
(a) This is an observational study. (b) No, we can't conclude that 'Early Language Skills Reduce Preschool Tantrums' because the study was observational, not experimental, thus it can't establish causation. (c) A potential confounding variable could be the child's age.

Step by step solution

01

Determine the type of study

In this problem, preschool children's language skills and tantrum levels were recorded without making any changes or assigning any treatments. Consequently, the study is observational. There's little disturbance to the subjects being studied, as the researchers are just observing and recording the data.
02

Analyze if 'Early Language Skills Reduce Preschool Tantrums'

Although the study found a correlation between early language skills and reduced preschool tantrums, it would be incorrect to say that early language skills reduce preschool tantrums based on this single study. This is because it's an observational study, not an experiment. In an observational study, we can only establish correlations, not causations.
03

Mention a potential confounding variable

When assessing the connection between language skills and tantrum frequency, a confounding variable could be the child's age. Age can influence both language skills (since kids develop more vocabulary as they get older) and tantrum frequency (as tantrums may decrease with age as children mature or adapt better coping mechanisms).

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.

Correlation vs Causation
Understanding the difference between correlation and causation is pivotal in interpreting studies and statistics. Correlation refers to a relationship between two variables, where changes in one are associated with changes in the other. For instance, a study may observe that children who demonstrate early language skills tend to have fewer tantrums. However, this correlation does not imply that one variable causes the other.

Causation, on the other hand, implies that one event is the direct result of another. If the study were to prove causation, it would mean that the development of language skills directly leads to a reduction in preschool tantrums. Establishing causation requires controlled experiments where researchers manipulate one variable to see the effect on another while holding all other factors constant.

In the context of the textbook exercise, the researchers simply recorded preschoolers' language skills and tantrum frequency, so they identified a correlation, not a causation.
Confounding Variable
A confounding variable is an outside influence that affects the outcome of a study and can lead to incorrect assumptions about the relationship between the variables being studied. In the case of the preschool study, age could be a confounding variable.

Confounding variables are problematic because they can provide an alternative explanation for the observed association. Age affects both language development and tantrum frequency independent of each other. Younger children may have limited language skills and exhibit more tantrums simply because of their developmental stage, not necessarily because one influences the other. Researchers need to account for confounding factors like age to avoid biased results and ensure a more accurate understanding of the relationship between the primary variables of interest.
Language Skills Development
Language skills development is a crucial aspect of early childhood and influences various aspects of a child's life, including behavior and academic success. As children grow, they acquire vocabularies, learn grammar, and develop the ability to communicate effectively.

The development of language skills begins from infancy and continues through the preschool years. It is a complex process influenced by many factors, including genetic predisposition, environmental exposure, and educational methodologies. It's also important to recognize that this development is individualized; children can vary widely in their language acquisition timelines.

Enhanced language skills can enable children to express themselves better, potentially affecting their emotional regulation and behavior, as found in the correlation with reduced tantrums in the study. However, improving language skills alone, without considering other developmental factors, cannot be expected to universally reduce tantrums.
Preschool Behavior
Preschool behavior can encompass a wide range of actions and reactions that children exhibit at this stage of life, including tantrums. Tantrums, in particular, are a natural part of the developmental process as children learn to navigate emotions and express their needs or frustrations.

The behavior of preschoolers is influenced by their emotional, social, and cognitive development. It can be shaped by environmental factors, individual temperament, and the acquisition of social and communication skills. Besides language skills, behavior management strategies, such as the way caregivers respond to tantrums, also play significant roles in a child's behavior.

While the observational study highlighted in the exercise linked better language skills to fewer tantrums, multiple factors contribute to preschool behavior, and effective responses to tantrums often require comprehensive strategies beyond language development.

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

Indicate whether we should trust the results of the study. Is the method of data collection biased? If it is, explain why. Take a random sample of one type of printer and test each printer to see how many pages of text each will print before the ink runs out. Use the average from the sample to estimate how many pages, on average, all printers of this type will last before the ink runs out.

For the situations described. (a) What are the cases? (b) What is the variable and is it quantitative or categorical? Collect data from a sample of teenagers with a question that asks "Do you eat at least five servings a day of fruits and vegetables?"

Describe an association between two variables. Give a confounding variable that may help to account for this association. People with shorter hair tend to be taller.

To examine whether planting trees reduces air pollution, we find a sample of city blocks with similar levels of air pollution and we then plant trees in half of the blocks in the sample. After waiting an appropriate amount of time, we measure air pollution levels.

What Percent of Young Adults Move Back in with Their Parents? The Pew Research Center polled a random sample of \(n=808\) US residents between the ages of 18 and 34 . Of those in the sample, \(24 \%\) had moved back in with their parents for economic reasons after living on their own. \(^{30}\) Do you think that this sample of 808 people is a representative sample of all US residents between the ages of 18 and 34 ? Why or why not?

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.