The 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

1. Who is the population in this study?
2. 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).

1. Name the statistical inference test used in SCHEDULE 1 and 2?

1. 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:

1. Construct null hypotheses and choice/alternative hypotheses

Hipotesis nol (H0):

Hipotesis pilihan (H1):

1. Explain about descriptive statistical analysis data?
2. Write down the decision of statistical inference analysis?
3. Draw conclusions from inference statistical analysis decisions and state whether the null hypothesis may be rejected or fail to be rejected?

JADUAL 3

Correlations

	Level OfEducation	Overall JobSatisfaction
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).

1. Name the statistical inference test used in TABLE 3?
2. 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:

1. Construct the null hypothesis and the choice/alternative hypothesis?

Hypothesis zero:

Selected hypotheses:

1. Write the results of inferential statistical analysis?
2. 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-ConfidenceSCHEDULE 5

ANOVAa

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

1. Dependent Variable: Attitude of Tolerance
2. Predictors: (Constant), Self-Confidence

SCHEDULE 6

Coefficientsa
		UnstandardizedCoefficients	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

1. Name the statistical inference test used in SCHEDULE 4, 5 and 6?
2. 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:

1. Construct null hypotheses and choice/alternative hypotheses.

The null hypothesis (H0):

Choice hypothesis (H1):

1. Write the resulting equation from TABLE 6?
2. Write the results of inferential statistical analysis?
3. Draw conclusions from the results of the inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?

SCHEDULE 7

GroupStatistics
	Residence		Mean	Std. Deviation	Std. Error Mean
Self-Confidence	Rural	70	20.4429	5.60961	.67048
	Urban	83	29.7711	4.63635	.50891

SCHEDULE8

Independent Samples Test
		Levene’s Testfor Equality of Variances		t-test for Equality of Means
			Sig.		df	Sig. (2-tailed)	Mean Difference	Std. Error Difference
Self- Confi- dence	Equal variancesassumed	1.425	.234	-11.262	151	.000	-9.32823	.82829
Equal variances not assumed			-11.082	133.985	.000	-9.32823	.84174

1. Name the statistical inference test used in TABLES 7 and 8?
2. 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:

1. Construct the null hypothesis and the choice/alternative hypothesis.

Hypothesis zero (H0):

Selected hypothesis (H1):

1. Explain about descriptive statistical analysis data?
2. Write down the decision of statistical inference analysis?
3. Draw conclusions from inference statistical analysis decisions and state whether the null hypothesis may be rejected or fail to be rejected?

SCHEDULE 9

Paired SamplesStatistics
		Mean		Std. Deviation	Std. ErrorMean
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

SCHEDULE10

Paired SamplesCorrelations
	N	Correlation	Sig.
Pair 1	Self-Confidence before coping skill training &Self-Confidence after copingskill training	153	.902	.000

SCHEADUL11

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

1. Name the inferential statistical tests used in TABLES 9, 10 and 11.?
2. 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:

1. Construct the null hypothesis and the choice/alternative hypothesis.

Hypothesis zero (H0):

Selected hypothesis (H1):

1. Explain about descriptive statistical analysis data.?
2. Write the results of inferential statistical analysis.
3. 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 Intervalfor Mean
Leadership Style		Mean	Std. Devia-tion	Std. Error	LowerBound	UpperBound	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

SCHEDUL13

		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

1. Name the inferential statistical tests used in TABLES 12 and 13.?
2. 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:

1. Construct the null hypothesis and the choice/alternative hypothesis.

Hypothesis zero (H0):

Selected hypothesis (H1):

1. Explain about descriptive statistical analysis data.?
2. Write the results of inferential statistical analysis?
3. Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?

SCHEDULE 14

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%

SCHEDULE15

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.

SCHEADULE16

	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

1. Name the inferential statistical tests used in TABLES 14, 15 and 16.?
2. 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:

1. Construct the null hypothesis and the choice/alternative hypothesis.?

Hypothesis zero (H0):

Selected hypothesis (H1):

1. Explain about descriptive statistical analysis data.?
2. Write the results of inferential statistical analysis.?
3. Draw conclusions from the results of inferential statistical analysis and state whether the null hypothesis can be rejected or fail to be rejected?