Table of contents
- 1. Intro to Stats and Collecting Data55m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically1h 45m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables2h 33m
- 6. Normal Distribution and Continuous Random Variables1h 38m
- 7. Sampling Distributions & Confidence Intervals: Mean1h 3m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 12m
- 9. Hypothesis Testing for One Sample1h 1m
- 10. Hypothesis Testing for Two Samples2h 8m
- 11. Correlation48m
- 12. Regression1h 4m
- 13. Chi-Square Tests & Goodness of Fit1h 20m
- 14. ANOVA1h 0m
1. Intro to Stats and Collecting Data
Intro to Stats
Problem 1.3.11
Textbook Question
Determine whether the study is an observational study or an experiment. Explain.
A research study compared the memory retention of subjects when a learning activity was followed by a brief period of wakeful rest and when a learning activity was followed by a brief period of distraction. (Source: Springer Nature)

1
Identify the key characteristics of an observational study: In an observational study, researchers observe and measure variables without manipulating them. The goal is to study relationships or patterns as they naturally occur.
Identify the key characteristics of an experiment: In an experiment, researchers actively manipulate one or more variables (independent variables) to observe the effect on other variables (dependent variables). Experiments often involve random assignment to groups and controlled conditions.
Analyze the details of the study: In this case, the researchers compared memory retention under two different conditions: (1) after a learning activity followed by wakeful rest, and (2) after a learning activity followed by distraction. This suggests that the researchers controlled the conditions and assigned subjects to specific groups.
Determine whether manipulation occurred: Since the researchers actively controlled the conditions (wakeful rest vs. distraction) and likely assigned participants to these conditions, this indicates that the study involved manipulation of variables.
Conclude the type of study: Based on the presence of manipulation and controlled conditions, this study is classified as an experiment, not an observational study.

This video solution was recommended by our tutors as helpful for the problem above
Video duration:
2mPlay a video:
Was this helpful?
Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Observational Study
An observational study is a type of research where the investigator observes subjects in their natural environment without manipulating any variables. The goal is to gather data on behaviors or outcomes as they occur naturally. This approach is useful for identifying correlations but does not establish causation, as the researcher does not intervene in the study.
Recommended video:
Guided course
Visualizing Qualitative vs. Quantitative Data
Experiment
An experiment is a research method where the investigator manipulates one or more independent variables to observe the effect on a dependent variable. This controlled approach allows researchers to establish cause-and-effect relationships. In experiments, subjects are often randomly assigned to different conditions to minimize bias and ensure that results are due to the manipulation rather than other factors.
Recommended video:
Guided course
The Binomial Experiment
Control Group
A control group is a baseline group in an experiment that does not receive the treatment or intervention being tested. This group is essential for comparison, as it helps to isolate the effects of the independent variable. By comparing outcomes between the experimental group and the control group, researchers can better understand the impact of the treatment or intervention.
Recommended video:
Guided course
Creating Scatterplots - Graphing Calculator
Watch next
Master Introduction to Statistics Channel with a bite sized video explanation from Patrick
Start learning