A quality control manager wants to see how many defective products come off the line on average per day. They select every tenth unit produced on the line and inspect it to see if it is defective. What type of sampling method is this?
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 53m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 12m
- 9. Hypothesis Testing for One Sample2h 19m
- 10. Hypothesis Testing for Two Samples3h 22m
- 11. Correlation1h 6m
- 12. Regression1h 4m
- 13. Chi-Square Tests & Goodness of Fit1h 20m
- 14. ANOVA1h 0m
1. Intro to Stats and Collecting Data
Sampling Methods
Problem 1.3.20b
Textbook Question
"Researchers in Japan tested the effect of cannabidiol (CBD) in treating late teenagers with social anxiety disorder (SAD). Thirty-seven 18- to 19-year-old teenagers with SAD took part in the study. The patients were assigned at random to receive a daily dose of either CBD or a placebo for 4 weeks. Symptoms were measured using The Fear of Negative Evaluation Questionnaire and the Liebowitz Social Anxiety Scale at the beginning and end of the treatment. (Source: Frontiers in Psychology)
Identify a potential problem with the experimental design being used and suggest a way to improve it."

1
Identify the key components of the experimental design: The study involves two groups (CBD and placebo), random assignment, and measurement of symptoms using two scales before and after treatment.
Recognize a potential problem: The study does not mention whether the researchers or participants were blinded to the treatment condition. Lack of blinding can introduce bias, as participants' or researchers' expectations might influence the results.
Explain why blinding is important: Blinding ensures that neither the participants nor the researchers know who is receiving the treatment or placebo, reducing the risk of bias and ensuring that the observed effects are due to the treatment itself.
Suggest an improvement: Implement a double-blind design where both the participants and the researchers administering the treatment are unaware of who is receiving CBD and who is receiving the placebo.
Highlight the benefit of the improvement: A double-blind design would enhance the validity of the study by minimizing bias and ensuring that the results are more reliable and attributable to the treatment effect.

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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Randomization
Randomization is a fundamental principle in experimental design that involves randomly assigning participants to different treatment groups. This process helps to eliminate selection bias, ensuring that each group is comparable at the start of the experiment. In the context of the study, randomization is crucial for attributing any observed effects of CBD on social anxiety disorder to the treatment itself rather than to pre-existing differences between participants.
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Placebo Effect
The placebo effect occurs when participants experience a perceived improvement in their condition simply because they believe they are receiving treatment, even if it is a placebo. This phenomenon can confound the results of clinical trials, making it difficult to determine the true efficacy of the treatment. In the study, ensuring that both the CBD and placebo groups are treated identically, except for the active ingredient, is essential to accurately assess the impact of CBD on social anxiety.
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Measurement Validity
Measurement validity refers to the extent to which a tool or instrument accurately measures what it is intended to measure. In this study, the use of The Fear of Negative Evaluation Questionnaire and the Liebowitz Social Anxiety Scale is critical for assessing the symptoms of social anxiety disorder. Ensuring that these measures are valid and reliable is essential for drawing meaningful conclusions about the effectiveness of CBD in treating SAD among the participants.
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