5. Suppose that it takes a nurse at the Chimney Rock Hospital in North Carolina on average 13.7 minutes to complete a specific task and that completion time is normally distributed with a standard deviation of 3.4 minutes. a. What proportion of nurses complete the task between 15.2 and 17.7 minutes? b. What proportion of nurses complete the task in less than 8 minutes and 24 seconds? c. What completion time is the 73rd percentile? d. If 30 nurses were randomly selected from this population, what is the probability that the sample mean time will be greater than 14 minutes and 12 seconds? I

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### Chimney Rock Hospital Task Completion Time Analysis

**Objective:**
To analyze the time it takes on average for a nurse at the Chimney Rock Hospital in North Carolina to complete a specific task. The completion time is normally distributed with a mean of 13.7 minutes and a standard deviation of 3.4 minutes.

**Questions:**

1. **Proportion of Nurses Completing Tasks Between 15.2 and 17.7 Minutes**

   - We want to determine the proportion of nurses who complete a task within this time frame.
   
2. **Proportion of Nurses Completing Task in Less Than 8 Minutes and 24 Seconds**

   - We are interested in the proportion of nurses who finish a task in less than 8 minutes and 24 seconds.

3. **Completion Time at the 73rd Percentile**

   - We need to find out what the task completion time is at the 73rd percentile.

4. **Probability of Sample Mean Time Greater Than 14 Minutes and 12 Seconds**

   - We want to calculate the probability that the sample mean time for 30 randomly selected nurses is greater than 14 minutes and 12 seconds.
   
**Data:**

- Mean completion time (μ): 13.7 minutes
- Standard deviation (σ): 3.4 minutes
- Time and proportions to investigate:
  - Between 15.2 and 17.7 minutes
  - Less than 8 minutes, 24 seconds
  - 73rd percentile completion time
  - Sample mean time greater than 14 minutes, 12 seconds for n = 30 nurses

---

#### Detailed Breakdown:

**a. Proportion of Nurses Completing Tasks Between 15.2 and 17.7 Minutes:**

To solve this:
- Convert the times (15.2 and 17.7 minutes) to Z-scores using the formula: 
  \[ Z = \frac{(X - μ)}{σ} \]
- Look up these Z-scores in the standard normal distribution table to find the corresponding proportions.

**b. Proportion of Nurses Completing Task in Less Than 8 Minutes and 24 Seconds:**

To solve this:
- Convert 8 minutes and 24 seconds to a decimal (8.4 minutes).
- Calculate the Z-score for 8.4 minutes.
- Use the Z-score to find the corresponding proportion from the standard normal distribution table.

**c. Completion Time at
Transcribed Image Text:### Chimney Rock Hospital Task Completion Time Analysis **Objective:** To analyze the time it takes on average for a nurse at the Chimney Rock Hospital in North Carolina to complete a specific task. The completion time is normally distributed with a mean of 13.7 minutes and a standard deviation of 3.4 minutes. **Questions:** 1. **Proportion of Nurses Completing Tasks Between 15.2 and 17.7 Minutes** - We want to determine the proportion of nurses who complete a task within this time frame. 2. **Proportion of Nurses Completing Task in Less Than 8 Minutes and 24 Seconds** - We are interested in the proportion of nurses who finish a task in less than 8 minutes and 24 seconds. 3. **Completion Time at the 73rd Percentile** - We need to find out what the task completion time is at the 73rd percentile. 4. **Probability of Sample Mean Time Greater Than 14 Minutes and 12 Seconds** - We want to calculate the probability that the sample mean time for 30 randomly selected nurses is greater than 14 minutes and 12 seconds. **Data:** - Mean completion time (μ): 13.7 minutes - Standard deviation (σ): 3.4 minutes - Time and proportions to investigate: - Between 15.2 and 17.7 minutes - Less than 8 minutes, 24 seconds - 73rd percentile completion time - Sample mean time greater than 14 minutes, 12 seconds for n = 30 nurses --- #### Detailed Breakdown: **a. Proportion of Nurses Completing Tasks Between 15.2 and 17.7 Minutes:** To solve this: - Convert the times (15.2 and 17.7 minutes) to Z-scores using the formula: \[ Z = \frac{(X - μ)}{σ} \] - Look up these Z-scores in the standard normal distribution table to find the corresponding proportions. **b. Proportion of Nurses Completing Task in Less Than 8 Minutes and 24 Seconds:** To solve this: - Convert 8 minutes and 24 seconds to a decimal (8.4 minutes). - Calculate the Z-score for 8.4 minutes. - Use the Z-score to find the corresponding proportion from the standard normal distribution table. **c. Completion Time at
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