MAT FPX 2001 Assessment 3: Analyzing Data with Descriptive Statistics
Q2: Do your managers frequently interact with teams during learning sessions?
Yes: 33
No: 34
The survey results are based on responses from 67 employees under managerial supervision, representing the entire population surveyed.
Q3: Are there limited opportunities for active learning in this organization?
Yes: 28
No: 39
The data reflects feedback from 67 employees working under managers, covering the entire population surveyed.
Q4: Do you regularly receive ongoing feedback on learning from your managers?
Yes: 36
No: 31
The survey results include responses from 67 employees reporting to managers, representing 100% of the surveyed group.
Q5: Descriptive Statistics Analysis
Max: 10
Min: 4
Range: 6
Standard Deviation: 1.898165
Mean: 7.641791
Median: 8
Mode: 10
Q6: Descriptive Statistics Analysis
Max: 81
Min: 20
Range: 61
Standard Deviation: 12.69784
Mean: 52.49254
Median: 53
Mode: 47
Analyzing Data with Descriptive Statistics
By combining the data from questions 5 and 6, a relationship can be observed between the encouragement of learning by managers and the availability of learning opportunities in the workplace. The data reveals that learning opportunities were least prevalent in categories 7 and 8. However, the highest engagement with learning opportunities was seen in categories with 9 to 12 organizational outcomes.
Ideally, every employee in a workplace should have access to learning opportunities. The following graph illustrates this point. These opportunities should be available to all employees and understood thoroughly to achieve productive outcomes in the workplace.
If standard deviation were applied, the highest productivity in learning outcomes would likely be observed in categories 9 and 10. Therefore, it is crucial to implement strategies that extend these opportunities across the workplace to maximize participation. Applying statistical analysis is essential for evaluating the effectiveness of strategies or products, ultimately leading to the best possible solutions in the marketplace.