7:07 PM Tue Oct 3 MY NOTES ASK YOUR TEACHER Consultant A Consultant B 71 = x₁ = 6.81 $₁ = 0.64 <=16 You may need to use the appropriate technology to answer this question. Periodically, customers of a financial services company are asked to evaluate the company's financial consultants and services. Higher ratings on the client satisfaction survey indicate better service, with 7 the maximum service rating. Independent samples of service ratings for two financial consultants are summarized here. Consultant A has 10 years of experience, whereas consultant B has 1 year of experience. Use a = 0.05 and test to see whether the consultant with more experience has the higher population mean service rating. webassign.net PRACTICE ANOTHER 7₂ = 10 x₂ = 6.28 $2 = 0.75 ... (a) State the null and alternative hypotheses. o Hoi thi thy 50 Hồ thì không 30 0 H : H1 - H2 + 0 H₁₂ : H₁ - H₂ = 0 OHO: H₁-H₂SO H₂H₁-H₂=0 o Hoi thi - ty>0 H₂H₁-H₂SO o Hoi thi không =0 Hỏi khi thay #0 (b) Compute the value of the test statistic. (Round your answer to three decimal places.) 1.852 X You may have rounded in the wrong direction. @19% 1 (c) What is the p-value? (Round your answer to four decimal places.)

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**Evaluating Financial Consultants Using Statistical Analysis**

**Introduction:**

Financial services companies periodically assess their consultants using client satisfaction surveys. Higher ratings suggest better service, with 7 being the maximum score. In this study, we compare two financial consultants: Consultant A (10 years of experience) and Consultant B (1 year of experience). The aim is to determine if the more experienced consultant has a higher mean service rating using a significance level of \( \alpha = 0.05 \).

**Data Summary:**

- **Consultant A:**
  - Sample Size (\( n_1 \)): 16
  - Mean (\( \bar{x}_1 \)): 6.81
  - Standard Deviation (\( s_1 \)): 0.64

- **Consultant B:**
  - Sample Size (\( n_2 \)): 10
  - Mean (\( \bar{x}_2 \)): 6.28
  - Standard Deviation (\( s_2 \)): 0.75

**Hypotheses:**

a) **Null and Alternative Hypotheses:**
   - \( H_0: \mu_1 - \mu_2 \leq 0 \)
   - \( H_a: \mu_1 - \mu_2 > 0 \)

**Statistical Analysis:**

b) **Test Statistic:**
   - Incorrect answer provided: 1.852
   - Note: "You may have rounded in the wrong direction."

c) **p-value:**
   - Incorrect p-value provided: 0.9587
   - Note: "You may have found the complement of the desired probability."

**Conclusion:**

d) **Final Decision:**
   - Do not reject \( H_0 \): There is sufficient evidence to conclude that the consultant with more experience has a higher population mean rating.

**Note for Students:**

This exercise emphasizes the importance of hypothesis testing in evaluating professional competencies. Accurate calculation of test statistics and p-values is critical in making informed decisions based on client satisfaction data.
Transcribed Image Text:**Evaluating Financial Consultants Using Statistical Analysis** **Introduction:** Financial services companies periodically assess their consultants using client satisfaction surveys. Higher ratings suggest better service, with 7 being the maximum score. In this study, we compare two financial consultants: Consultant A (10 years of experience) and Consultant B (1 year of experience). The aim is to determine if the more experienced consultant has a higher mean service rating using a significance level of \( \alpha = 0.05 \). **Data Summary:** - **Consultant A:** - Sample Size (\( n_1 \)): 16 - Mean (\( \bar{x}_1 \)): 6.81 - Standard Deviation (\( s_1 \)): 0.64 - **Consultant B:** - Sample Size (\( n_2 \)): 10 - Mean (\( \bar{x}_2 \)): 6.28 - Standard Deviation (\( s_2 \)): 0.75 **Hypotheses:** a) **Null and Alternative Hypotheses:** - \( H_0: \mu_1 - \mu_2 \leq 0 \) - \( H_a: \mu_1 - \mu_2 > 0 \) **Statistical Analysis:** b) **Test Statistic:** - Incorrect answer provided: 1.852 - Note: "You may have rounded in the wrong direction." c) **p-value:** - Incorrect p-value provided: 0.9587 - Note: "You may have found the complement of the desired probability." **Conclusion:** d) **Final Decision:** - Do not reject \( H_0 \): There is sufficient evidence to conclude that the consultant with more experience has a higher population mean rating. **Note for Students:** This exercise emphasizes the importance of hypothesis testing in evaluating professional competencies. Accurate calculation of test statistics and p-values is critical in making informed decisions based on client satisfaction data.
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