Answer To: Data Analysis Question 1(a) Weekly Ordinary Time Salary Descriptives Statistic Std. Error Weekly...
Robert answered on Dec 24 2021
Data Analysis
1. The employee databasecontains the variable weekly ordinary time salary (WkSalry).With
reference to thesample, we require:
(a) Summary statistics for the entire sample of 48 employees for this variable, that you
thinkmay berelevant.
Descriptive Statistics
N Minimum Maximum Mean
Std.
Deviation Skewness Kurtosis
Statistic Statistic Statistic Statistic Statistic Statistic Std. Error Statistic Std. Error
Weekly ordinary time
salary (excluding
paid overtime, etc.)
48 $400 $1,720 $874.17 $397.700 .633 .343 -.908 .674
Valid N (listwise) 48
(b)A similar studybased on:
(i)gender
Descriptives
Gender Statistic Std. Error
Weekly ordinary time
salary (excluding paid
overtime, etc.)
Male Mean $852.04 $68.201
95% Confidence
Interval for Mean
Lower Bound $711.58
Upper Bound $992.50
5% Trimmed Mean $835.81
Median $810.00
Variance 1.209E5
Std. Deviation $347.759
Minimum $420
Maximum $1,590
Range $1,170
Interquartile Range $461
Skewness .693 .456
Kurtosis -.398 .887
Female Mean $900.32 $97.397
95% Confidence Lower Bound $697.77
Interval for Mean Upper Bound $1,102.8
7
5% Trimmed Mean $882.93
Median $680.00
Variance 2.087E5
Std. Deviation $456.831
Minimum $400
Maximum $1,720
Range $1,320
Interquartile Range $781
Skewness .537 .491
Kurtosis -1.383 .953
(ii)managers and non- managers
Descriptives
Position Statistic Std. Error
Weekly ordinary time salary MMean $929.12 $78.629
(excluding paid overtime,
etc.)
a
n
a
g
e
r
95% Confidence Interval for
Mean
Lower Bound $766.47
Upper Bound $1,091.78
5% Trimmed Mean $915.60
Median $810.00
Variance 1.484E5
Std. Deviation $385.204
Minimum $400
Maximum $1,720
Range $1,320
Interquartile Range $537
Skewness .672 .472
Kurtosis -.614 .918
N
o
n
-
M
a
n
a
g
e
r
Mean $819.21 $83.796
95% Confidence Interval for
Mean
Lower Bound $645.86
Upper Bound $992.55
5% Trimmed Mean $797.04
Median $535.00
Variance 1.685E5
Std. Deviation $410.515
Minimum $420
Maximum $1,630
Range $1,210
Interquartile Range $735
Skewness .727 .472
Kurtosis -1.057 .918
(iii) three levels of job security
Descriptives
Perception of Job Security at Conrobar Statistic Std. Error
Weekly ordinary time salary
(excluding paid overtime,
etc.)
Insecure Mean $849.71 $134.949
95% Confidence Interval for
Mean
Lower Bound $558.17
Upper Bound $1,141.25
5% Trimmed Mean $826.35
Median $680.00
Variance 2.550E5
Std. Deviation $504.934
Minimum $400
Maximum $1,720
Range $1,320
Interquartile Range $1,026
Skewness .950 .597
Kurtosis -.960 1.154
Secure Mean $886.70 $76.375
95% Confidence Interval for
Mean
Lower Bound $726.85
Upper Bound $1,046.55
5% Trimmed Mean $872.17
Median $867.50
Variance 1.167E5
Std. Deviation $341.558
Minimum $500
Maximum $1,535
Range $1,035
Interquartile Range $668
Skewness .467 .512
Kurtosis -.995 .992
Very Secure Mean $880.71 $101.922
95% Confidence Interval for
Mean
Lower Bound $660.53
Upper Bound $1,100.90
5% Trimmed Mean $873.02
Median $860.00
Variance 1.454E5
Std. Deviation $381.357
Minimum $420
Maximum $1,480
Range $1,060
Interquartile Range $846
Skewness .380 .597
Kurtosis -1.177 1.154
2. The employeedata base contains the variable job satisfaction (Jobsat).With reference to
thesample, we require:
(a) Summary statistics for the entire sample of 48 employees for this variable, that you
thinkmay berelevant.
Descriptive Statistics
N Minimum Maximum Mean
Std.
Deviation Skewness Kurtosis
Statistic Statistic Statistic Statistic Statistic Statistic Std. Error Statistic Std. Error
Job satisfaction.
Rating from 0 to 20.
48 8 18 13.67 2.554 -.322 .343 -.441 .674
Valid N (listwise) 48
(b)A similar study based on:
(i)gender
Descriptives
Gender Statistic Std. Error
Job satisfaction. Rating
from 0 to 20.
Male Mean 14.50 .471
95% Confidence Interval
for Mean
Lower Bound 13.53
Upper Bound 15.47
5% Trimmed Mean 14.67
Median 15.00
Variance 5.780
Std. Deviation 2.404
Minimum 9
Maximum 17
Range 8
Interquartile Range 4
Skewness -.833 .456
Kurtosis .128 .887
Female Mean 12.68 .516
95% Confidence Interval
for Mean
Lower Bound 11.61
Upper Bound 13.75
5% Trimmed Mean 12.65
Median 13.00
Variance 5.846
Std. Deviation 2.418
Minimum 8
Maximum 18 ...