A recent study evaluated how addicted teenagers become to nicotine once they start smoking. The response variable was the number of yes answers on a questionnaire called the Hooked on Nicotine Checklist (HONC). Of teenagers who had tried tobacco, the mean HONC score was 4.2 (s=5.4) for the 149 females and 2.8 (s=4.2) for the 190 males. Complete parts a through c below. *** What does the standard error indicate? A. The standard error describes the spread of the sampling distribution of x₁ - x2- B. The standard error is the standard deviation of the difference between Х1-X2- OC. The standard error is the standard deviation of the sample for this study. OD. The standard error is the difference in standard deviations for the two populations. b. Find the test statistic and P-value for Ho: H₁ H₂ and Ha: H₁ H₂. Interpret, and explain what (if any) effect gender has on the mean HONC score. Use the significance level 0.05.
A recent study evaluated how addicted teenagers become to nicotine once they start smoking. The response variable was the number of yes answers on a questionnaire called the Hooked on Nicotine Checklist (HONC). Of teenagers who had tried tobacco, the mean HONC score was 4.2 (s=5.4) for the 149 females and 2.8 (s=4.2) for the 190 males. Complete parts a through c below. *** What does the standard error indicate? A. The standard error describes the spread of the sampling distribution of x₁ - x2- B. The standard error is the standard deviation of the difference between Х1-X2- OC. The standard error is the standard deviation of the sample for this study. OD. The standard error is the difference in standard deviations for the two populations. b. Find the test statistic and P-value for Ho: H₁ H₂ and Ha: H₁ H₂. Interpret, and explain what (if any) effect gender has on the mean HONC score. Use the significance level 0.05.
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![### Study on Teen Nicotine Addiction
A recent study evaluated the addiction levels in teenagers to nicotine once they start smoking. The key variable measured was the number of affirmative responses on a questionnaire called the Hooked on Nicotine Checklist (HONC).
#### Findings:
- **Mean HONC Scores:**
- **Females (n = 149):** Mean = 4.2, Standard Deviation (s) = 5.4
- **Males (n = 190):** Mean = 2.8, Standard Deviation (s) = 4.2
### Questions and Interpretation
#### a. Understanding the Standard Error
**Question:** What does the standard error indicate?
- **Option A (Correct):** The standard error describes the spread of the sampling distribution of the difference in means (x̄₁ - x̄₂).
- **Option B:** The standard error is the standard deviation of the difference between x̄₁ - x̄₂.
- **Option C:** The standard error is the standard deviation of the sample for this study.
- **Option D:** The standard error is the difference in standard deviations for the two populations.
#### b. Statistical Analysis
**Task:** Calculate the test statistic and P-value for the hypotheses:
- Null Hypothesis (H₀): μ₁ = μ₂
- Alternative Hypothesis (Hₐ): μ₁ ≠ μ₂
**Purpose:** Determine the impact of gender on the mean HONC score at a significance level of 0.05.
**Instruction:** Round the test statistic to two decimal places.
---
This study provides insight into gender differences in nicotine addiction among teenagers, measured via the HONC score. Understanding these differences can inform targeted interventions for smoking prevention and cessation.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F7617e6a3-d280-4f44-97ed-ed73937ef3e9%2Fe730973c-07b9-4486-a427-9b280e7868fc%2Fzeplpj6_processed.jpeg&w=3840&q=75)
Transcribed Image Text:### Study on Teen Nicotine Addiction
A recent study evaluated the addiction levels in teenagers to nicotine once they start smoking. The key variable measured was the number of affirmative responses on a questionnaire called the Hooked on Nicotine Checklist (HONC).
#### Findings:
- **Mean HONC Scores:**
- **Females (n = 149):** Mean = 4.2, Standard Deviation (s) = 5.4
- **Males (n = 190):** Mean = 2.8, Standard Deviation (s) = 4.2
### Questions and Interpretation
#### a. Understanding the Standard Error
**Question:** What does the standard error indicate?
- **Option A (Correct):** The standard error describes the spread of the sampling distribution of the difference in means (x̄₁ - x̄₂).
- **Option B:** The standard error is the standard deviation of the difference between x̄₁ - x̄₂.
- **Option C:** The standard error is the standard deviation of the sample for this study.
- **Option D:** The standard error is the difference in standard deviations for the two populations.
#### b. Statistical Analysis
**Task:** Calculate the test statistic and P-value for the hypotheses:
- Null Hypothesis (H₀): μ₁ = μ₂
- Alternative Hypothesis (Hₐ): μ₁ ≠ μ₂
**Purpose:** Determine the impact of gender on the mean HONC score at a significance level of 0.05.
**Instruction:** Round the test statistic to two decimal places.
---
This study provides insight into gender differences in nicotine addiction among teenagers, measured via the HONC score. Understanding these differences can inform targeted interventions for smoking prevention and cessation.
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Step 1: Define the formula of the test statistic
The formula of test statistic is,
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