Staff Salary Central Tendency
1. **Problem:** Find the mean, median, and mode of the staff salaries given the table.
2. **Step 1: Calculate the mean salary.**
- Mean is the total sum of all salaries divided by the total number of staff.
- Total staff = $1+1+4+3+3+6+3+6+30+15+6 = 78$
- Total salary = $(1\times60000) + (1\times50000) + (4\times30000) + (3\times20000) + (3\times18000) + (6\times13000) + (3\times11500) + (6\times10000) + (30\times9000) + (15\times8000) + (6\times7000)$
- Calculate total salary:
$$60000 + 50000 + 120000 + 60000 + 54000 + 78000 + 34500 + 60000 + 270000 + 120000 + 42000 = 889600$$
- Mean salary = $$\frac{889600}{78} \approx 11405.13$$
3. **Step 2: Find the median salary.**
- Median is the middle value when all salaries are arranged in order.
- List salaries with frequencies:
- 7000 (6), 8000 (15), 9000 (30), 10000 (6), 11500 (3), 13000 (6), 18000 (3), 20000 (3), 30000 (4), 50000 (1), 60000 (1)
- Total staff = 78, median position = $\frac{78+1}{2} = 39.5$ (average of 39th and 40th values)
- Counting up to 39th and 40th:
- 7000: 1-6
- 8000: 7-21
- 9000: 22-51
- Both 39th and 40th salaries fall in the 9000 range.
- Median salary = 9000
4. **Step 3: Find the mode salary.**
- Mode is the salary with the highest frequency.
- Frequencies: 9000 (30) is highest.
- Mode salary = 9000
5. **Problem 2:** Raise salaries of 21 clerks (sales and general) to 10,000 and find new mean, median, mode.
6. **Step 1: Identify clerks and their salaries before raise:**
- Sales clerks: 15 at 8000
- General clerks: 6 at 7000
- Total clerks = 21
7. **Step 2: Calculate new total salary after raise:**
- Original clerks salary = $(15\times8000) + (6\times7000) = 120000 + 42000 = 162000$
- New clerks salary = $21 \times 10000 = 210000$
- Increase in salary = $210000 - 162000 = 48000$
- New total salary = $889600 + 48000 = 937600$
8. **Step 3: Calculate new mean:**
- Mean = $$\frac{937600}{78} \approx 12020.51$$
9. **Step 4: Find new median:**
- New salaries sorted:
- 7000 (0), 8000 (0), 9000 (30), 10000 (6+21=27), 11500 (3), 13000 (6), 18000 (3), 20000 (3), 30000 (4), 50000 (1), 60000 (1)
- Median position = 39.5
- Counting:
- 9000: 1-30
- 10000: 31-57
- Median salary = 10000
10. **Step 5: Find new mode:**
- Frequencies:
- 9000 (30), 10000 (27)
- Mode remains 9000 (highest frequency)
11. **Problem 3:** If all salaries increase by the same amount, which central tendency measures change?
12. **Step 1: Effect on mean:**
- Mean increases by the same amount added.
13. **Step 2: Effect on median:**
- Median increases by the same amount.
14. **Step 3: Effect on mode:**
- Mode increases by the same amount.
15. **Justification:**
- Adding a constant shifts all data points equally, so all measures increase by that constant.
16. **Problem 4:** If one or two clerks' salaries increase, which measure definitely changes?
17. **Answer:**
- Mean definitely changes because total sum changes.
- Median and mode may or may not change depending on values.
18. **Problem 5:** Foremen's salary increase to raise mean by 5000.
19. **Step 1: Current mean = 11405.13, new mean = 16405.13**
- Total staff = 78
- Total salary needed = $16405.13 \times 78 = 1279600$
20. **Step 2: Current total salary = 889600**
- Increase needed = $1279600 - 889600 = 390000$
21. **Step 3: Only foremen's salary changes, number of foremen = 6**
- Increase per foreman = $\frac{390000}{6} = 65000$
22. **Step 4: Current foreman salary = 13000**
- New foreman salary = $13000 + 65000 = 78000$
23. **Problem 6:** Lay off one foreman and two workmen, effect on mean salary?
24. **Step 1: Calculate total salary and staff before layoff:**
- Total salary = 889600
- Staff = 78
25. **Step 2: Salaries of laid off staff:**
- Foreman salary = 13000
- Workman salary = 9000
- Total laid off salary = $13000 + 2 \times 9000 = 31000$
26. **Step 3: New total salary = $889600 - 31000 = 858600$**
- New staff = $78 - 3 = 75$
27. **Step 4: New mean = $\frac{858600}{75} = 11448$**
28. **Step 5: Compare new mean to old mean:**
- Old mean = 11405.13
- New mean = 11448
- Mean salary increases
29. **Justification:**
- Removing lower salary employees (workmen and foreman) increases average salary.
**Final answers:**
- Original mean = 11405.13, median = 9000, mode = 9000
- New mean after raise = 12020.51, median = 10000, mode = 9000
- All measures increase by same amount if all salaries increase equally
- Mean definitely changes if one or two clerks' salaries increase
- Foreman's new salary to raise mean by 5000 = 78000
- Mean salary increases if one foreman and two workmen laid off