Question: There are different methods of checking data normality like PP-plot, histogram, normality tests and skewness and kurtosis. Following is the SPSS result of checking data

There are different methods of checking data normality like PP-plot, histogram, normality tests and skewness and kurtosis. Following is the SPSS result of checking data normality through skewness and kurtosis.

Requirement: You are supposed to interpret each variables values of skewness and kurtosis to conclude whether each variable is normally distributed or non-normally distributed. After conclusion of data normality, you are supposed to mention whether you will apply parametric test or non-parametric test. Variables are given in the table below with their values.


		N	Skew ness		Kurtosis
		Statistic	Statistic	Std. Error	Statistic	Std. Error
Islamic w ork ethics		150	1.729	.198	2.597	.394
Distributive	justice	150	.469	.198	-.542	.394
Procedural	justice	150	.520	.198	-.320	.394
Interactional justice		150	.391	.198	-.477	.394
Organizational Commitment Scale		150	.755	.198	.142	.394
Valid N (listw ise)		150

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