https://forms.gle/METKBvvq6n6eFMLb6
Above is a link to my questionnaire. It has three objectives to evaluate.
1) From Page 2-6 the questionnaire ask the stress factors that effects the individual, Stressors like work overload, office politics. .... the answer contains likert item scale with (options 0= never 1=almost never 2= sometimes 3= fairy often and 4= very often)
2) Objective 2 contains the perceived stress stress scale. It has 10 questions. Each question has a value based on what option you select, then they are all added and a single value is determined. At the end it tells if an individual has low, normal or high stress level based on the value generated .
options 0= never 1=almost never 2= sometimes 3= fairy often and 4= very often
3) Objective 3 evaluates 3 types of performances with 18 questions namely task performance, contextual performance and counterproductive work behavior.
Each item in performance has a set value based on what option is selected and after calculating 3 values are generated for each performance category that tells a persons performance .
Options for 3rd objective are little different
0= rarely 1= sometimes 3= regularly 4= often 5= always.
My question is what analysis to run to evaluate this questionnaire.
I want to analyze what stressors effect the stress levels the most. meaning what stressors have been chosen by those who have moderate or high stress levels. Plus i want to know the impact of both stressors and stress level on performance.
Any suggestion you can give will be appreciated.
First, calculate the total scale scores for your 3 options by clicking on Transform in SPSS and then compute a variable of each of you 3 sets of questions so that the Cronbach alpha of each variable is > .70. Those questions that reduce the alpha delete them by checking alpha when item is deleted. Then when you have your 3 computed total scale scores with an alpha above .70 you can do regression analyses and you can use age, sex and one of your computed scales as independent variable and an other computed total scale scores as your dependent variable. I imagine that you want to see how much the stress level impacts a person's performance. I can attach examples.
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