ATTACHMENT TASK 2

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ATTACHMENT TASK 2

ATTACHMENT TASK 2
TASK 2 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 : 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? JADUAL 3 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 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 Dependent Variable: Attitude of Tolerance Predictors: (Constant), Self-Confidence SCHEDULE 6 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? SCHEDULE 7 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? 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% 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?

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