Last year, 41% of business owners gave a holiday gift to their employees. A survey of business owners conducted this vear indicates that 35% planned to provide a holiday gift to their employees. Suppose the survey results are based on a sample of 50 business owners. a. How many business owners the survey planned to provide a holiday gift to their employees this year? Round your answer to the nearest whole number. b. Suppose the business owners in the sample do as they plan. Conduct a hypothesis test that can be used to determine whether the proportion of business owners providing holiday gifts had decreased from last year. State the hypotheses. Họ :P- Select your answer- 0.41 H:p - Select your answer- v0.41 Compute the test statistic and p-value. z-value (to 2 decimals) p-value (to 4 decimals) c. Using a 0.02 level of significance, would you conclude that the proportion of business owners providing gifts decreased? Select your answer- v He. We - Select your answer- v concdude that the proportion business owners providing gifts has decreased from last year to this year. What is the smallest level of significance for whích you could draw such a condusion? (to 4 decimals)

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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**Educational Website Content: Hypothesis Testing in Business Surveys**

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**Context:**

Last year, 41% of business owners gave a holiday gift to their employees. A survey of business owners conducted this year indicates that 35% planned to provide a holiday gift to their employees. Suppose the survey results are based on a sample of 50 business owners.

**a. Calculation:**

- **Task**: Determine how many business owners in the survey planned to provide a holiday gift to their employees this year. Round your answer to the nearest whole number.

**b. Hypothesis Testing:**

- **Objective**: Conduct a hypothesis test to check if the proportion of business owners providing holiday gifts has decreased from last year.

- **State the Hypotheses:**

  - Null Hypothesis (\( H_0 \)): \( p = 0.41 \)

  - Alternative Hypothesis (\( H_a \)): \( p < 0.41 \)

- **Compute the Test Statistic and p-value:**
  
  - **z-value**: [Enter value to 2 decimal places]
  
  - **p-value**: [Enter value to 4 decimal places]

**c. Conclusion:**

- **Task**: Using a 0.02 level of significance, decide if the proportion of business owners providing gifts decreased.

- **Conclusion**:
  
  - [Select your answer] \( H_0 \). We [Select your answer] conclude that the proportion of business owners providing gifts has decreased from last year to this year.

- **Further Inquiry**:
  
  - **Smallest Level of Significance**: What is the smallest level of significance for which you could draw such a conclusion?
  
  - [Enter value to 4 decimals]

---

This exercise guides users through hypothesis testing, calculation of test statistics, and interpretation of results in the context of business owner practices over two consecutive years.
Transcribed Image Text:**Educational Website Content: Hypothesis Testing in Business Surveys** --- **Context:** Last year, 41% of business owners gave a holiday gift to their employees. A survey of business owners conducted this year indicates that 35% planned to provide a holiday gift to their employees. Suppose the survey results are based on a sample of 50 business owners. **a. Calculation:** - **Task**: Determine how many business owners in the survey planned to provide a holiday gift to their employees this year. Round your answer to the nearest whole number. **b. Hypothesis Testing:** - **Objective**: Conduct a hypothesis test to check if the proportion of business owners providing holiday gifts has decreased from last year. - **State the Hypotheses:** - Null Hypothesis (\( H_0 \)): \( p = 0.41 \) - Alternative Hypothesis (\( H_a \)): \( p < 0.41 \) - **Compute the Test Statistic and p-value:** - **z-value**: [Enter value to 2 decimal places] - **p-value**: [Enter value to 4 decimal places] **c. Conclusion:** - **Task**: Using a 0.02 level of significance, decide if the proportion of business owners providing gifts decreased. - **Conclusion**: - [Select your answer] \( H_0 \). We [Select your answer] conclude that the proportion of business owners providing gifts has decreased from last year to this year. - **Further Inquiry**: - **Smallest Level of Significance**: What is the smallest level of significance for which you could draw such a conclusion? - [Enter value to 4 decimals] --- This exercise guides users through hypothesis testing, calculation of test statistics, and interpretation of results in the context of business owner practices over two consecutive years.
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