ATTACHMENT TASK 2
TASK 2The following are the results of SPSS OUTPUT from research data on leadership talent among student leaders at Universiti Gemilang. Perform the analysis based on the following guidelines :
Who is the population in this study?
How many samples are involved?
EXAM 1
SCHEDULE 1
Descriptive Statistics | |||
Mean | Std. Deviation | ||
Attitude of Tolerance | 69.3725 | 9.76425 | 153 |
Self-Confidence | 25.5033 | 6.90073 | 153 |
SCHEDULE 2
Correlations | |||||||
Attitude of Tolerance | Self-Confidence | ||||||
Attitude of Tolerance | Pearson Correlation | .844** | |||||
Sig. (2-tailed) | .000 | ||||||
153 | 153 | ||||||
Self-Confidence | Pearson Correlation | .844** | 1 | ||||
Sig. (2-tailed) | .000 | ||||||
153 | 153 | ||||||
**. Correlation is significant at the 0.01 level (2-tailed). |
Name the statistical inference test used in SCHEDULE 1 and 2?
List the variables used and state the scale of measurement used for the variables listed.
Variable 1:
Variable 2:
Measurement scale of variable 1:
Measurement scale of variable 2:
Construct null hypotheses and choice/alternative hypotheses
Hipotesis nol (H0):
Hipotesis pilihan (H1):
Explain about descriptive statistical analysis data?
Write down the decision of statistical inference analysis?
Draw conclusions from inference statistical analysis decisions and state whether the null hypothesis may be rejected or fail to be rejected?
Correlations
Level Of Education | Overall Job Satisfaction | ||
Spearman's rho Level Of | Correlation Coefficient | 1.000 | .514** |
Education | Sig. (2-tailed) | . | .000 |
153 | 153 | ||
Overall Job | Correlation Coefficient | .514** | 1.000 |
Satisfaction | Sig. (2-tailed) | .000 | . |
153 | 153 |
**. Correlation is significant at the 0.01 level (2-tailed).
Name the statistical inference test used in TABLE 3?
List the variables used and state the measurement scale used for the variables listed.
Variable 1:
Variable 2:
Measurement scale of variable 1:
Measurement scale of variable 2:
Construct the null hypothesis and the choice/alternative hypothesis?
Hypothesis zero:
Selected hypotheses:
Write the results of inferential statistical analysis?
Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?
EXZAM 3
SCHEDULE 4
Model | R Square | Adjusted R Square | Std. Error of the Es- timate | |
.844a | .713 | .711 | 5.24946 |
b. Predictors: (Constant), Self-Confidence
SCHEDULE 5ANOVAa
Model | Sum of Squares | df | Mean Square | F | Sig. |
1 Regression | 10330.681 | 1 | 10330.681 | 374.886 | .000b |
Residual | 4161.084 | 151 | 27.557 | ||
Total | 14491.765 | 152 |
Dependent Variable: Attitude of Tolerance
Predictors: (Constant), Self-Confidence
Coefficientsa | |||||||||
Unstandardized Coefficients | Standardized Coefficients | ||||||||
Model | Std. Error | Beta | t | Sig. | |||||
(Constant) | 38.905 | 1.630 | 23.870 | .000 | |||||
Self-Confidence | 1.195 | .062 | .844 | 19.362 | .000 | ||||
a. Dependent Variable: Attitude of Tolerance |
Name the statistical inference test used in SCHEDULE 4, 5 and 6?
List the variables used and state the scale of measurement used for the variables listed ?
Dependent variable:
Independent variable:
Dependent variable measurement scale:
Independent variable measurement scale:
Construct null hypotheses and choice/alternative hypotheses.
The null hypothesis (H0):
Choice hypothesis (H1):
Write the resulting equation from TABLE 6?
Write the results of inferential statistical analysis?
Draw conclusions from the results of the inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?
Group Statistics | |||||
Residence | Mean | Std. Deviation | Std. Error Mean | ||
Self-Confidence | Rural | 70 | 20.4429 | 5.60961 | .67048 |
Urban | 83 | 29.7711 | 4.63635 | .50891 |
SCHEDULE 8
Independent Samples Test | ||||||||||
Levene's Test for Equality of Variances | t-test for Equality of Means | |||||||||
Sig. | df | Sig. (2- tailed) | Mean Difference | Std. Error Difference | ||||||
Self- Confi- dence | Equal variances assumed | 1.425 | .234 | -11.262 | 151 | .000 | -9.32823 | .82829 | ||
Equal variances not assumed | -11.082 | 133.985 | .000 | -9.32823 | .84174 |
Name the statistical inference test used in TABLES 7 and 8?
List the variables used and state the measurement scale used for the variables listed.
Dependent variable:
Independent variable:
Dependent variable measurement scale:
Independent variable measurement scale:
Construct the null hypothesis and the choice/alternative hypothesis.
Hypothesis zero (H0):
Selected hypothesis (H1):
Explain about descriptive statistical analysis data?
Write down the decision of statistical inference analysis?
Draw conclusions from inference statistical analysis decisions and state whether the null hypothesis may be rejected or fail to be rejected?
SCHEDULE 9
Paired Samples Statistics | |||||
Mean | Std. Deviation | Std. Error Mean | |||
Pair 1 | Self-Confidence before cop- ing skill training | 25.5033 | 153 | 6.90073 | .55789 |
Self-Confidence after coping skill training | 29.9608 | 153 | 6.11500 | .49437 |
SCHEDULE 10
Paired Samples Correlations | |||||
N | Correlation | Sig. | |||
Pair 1 | Self-Confidence before coping skill training & Self-Confidence after coping skill training | 153 | .902 | .000 |
SCHEADUL 11
Paired Samples Test
Paired Differences
95% Confidence In- terval of the Differ-
Mean
Std. De- viation
Std. Error Mean
ence Lower Upper
t df
Sig. (2-
tailed)
Pair 1
Self-Confidence before coping skill training
Self-Confidence after coping skill
Training-4.45752 2.98017 .24093 -4.93352 -3.98151 -18.501 152 .000
Name the inferential statistical tests used in TABLES 9, 10 and 11.?
List the variables used and state the measurement scale used for the variables listed.
Variable 1:
Variable 2:
Measurement scale of variable 1:
Measurement scale of variable 2:
Construct the null hypothesis and the choice/alternative hypothesis.
Hypothesis zero (H0):
Selected hypothesis (H1):
Explain about descriptive statistical analysis data.?
Write the results of inferential statistical analysis.
Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected.
SCHEDUL 12
Descriptives | ||||||||
Attitude of Tolerance | ||||||||
95% Confidence Interval for Mean | ||||||||
Leadership Style | Mean | Std. Devia- tion | Std. Error | Lower Bound | Upper Bound | Mini- mum | Maxi- mum | |
Authoritative | 30 | 66.5333 | 9.50039 | 1.73453 | 62.9858 | 70.0808 | 53.00 | 87.00 |
Affiliative | 37 | 64.9189 | 8.67749 | 1.42657 | 62.0257 | 67.8121 | 53.00 | 82.00 |
Democratic | 45 | 72.9111 | 7.78350 | 1.16030 | 70.5727 | 75.2495 | 58.00 | 89.00 |
Coaching | 41 | 71.5854 | 10.90636 | 1.70329 | 68.1429 | 75.0278 | 50.00 | 88.00 |
Total | 153 | 69.3725 | 9.76425 | .78939 | 67.8130 | 70.9321 | 50.00 | 89.00 |
SCHEDUL 13
ANOVA | |||||
Attitude of Tolerance | |||||
Sum of Squares | df | Mean Square | Sig. | ||
Between Groups | 1739.946 | 3 | 579.982 | 6.777 | .000 |
Within Groups | 12751.819 | 149 | 85.583 | ||
Total | 14491.765 | 152 |
Name the inferential statistical tests used in TABLES 12 and 13.?
List the variables used and state the measurement scale used for the variables listed.
Dependent variable:
Independent variable:
Dependent variable measurement scale:
Independent variable measurement scale:
Construct the null hypothesis and the choice/alternative hypothesis.
Hypothesis zero (H0):
Selected hypothesis (H1):
Explain about descriptive statistical analysis data.?
Write the results of inferential statistical analysis?
Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?
Leadership Style * Residence Crosstabulation | |||||
Residence | |||||
Rural | Urban | Total | |||
Leadership Style | Authoritative | Count | 15 | 15 | 30 |
Expected Count | 13.7 | 16.3 | 30.0 | ||
% of Total | 9.8% | 9.8% | 19.6% | ||
Affiliative | Count | 25 | 12 | 37 | |
Expected Count | 16.9 | 20.1 | 37.0 | ||
% of Total | 16.3% | 7.8% | 24.2% | ||
Democratic | Count | 16 | 29 | 45 | |
Expected Count | 20.6 | 24.4 | 45.0 | ||
% of Total | 10.5% | 19.0% | 29.4% | ||
Coaching | Count | 14 | 27 | 41 | |
Expected Count | 18.8 | 22.2 | 41.0 | ||
% of Total | 9.2% | 17.6% | 26.8% | ||
Total | Count | 70 | 83 | 153 | |
Expected Count | 70.0 | 83.0 | 153.0 | ||
% of Total | 45.8% | 54.2% | 100.0% |
SCHEDULE 15
Chi-Square Tests | |||
Value | df | Asymptotic Signifi- cance (2-sided) | |
Pearson Chi-Square | 11.423a | .010 | |
Likelihood Ratio | 11.564 | .009 | |
Linear-by-Linear Association | 5.334 | .021 | |
N of Valid Cases | 153 | ||
a. 0 cells (0.0%) have expected count less than 5. The minimum expected count is 13.73. |
SCHEADULE 16
Symmetric Measures | |||
Value | Approximate Significance | ||
Nominal by Nominal | Phi | .273 | .010 |
Cramer's V | .273 | .010 | |
Contingency Coefficient | .264 | .010 | |
N of Valid Cases | 153 |
Name the inferential statistical tests used in TABLES 14, 15 and 16.?
List the variables used and state the measurement scale used for the variables listed.?
Variable 1:
Variable 2:
Measurement scale of variable 1:
Measurement scale of variable 2:
Construct the null hypothesis and the choice/alternative hypothesis.?
Hypothesis zero (H0):
Selected hypothesis (H1):
Explain about descriptive statistical analysis data.?
Write the results of inferential statistical analysis.?
Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?