Multiple Regression in SPSS with Results Interpretation 

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​@@Dr.OkoliePlease can you explain in a video how to enter and analyze data using SPSS regarding this research topic : the relationship between principal Leadership style and teacher performance. inDependent variable: principals leadership style [ autocratic, democratic and laissez-faire] dependent variable: teacher performance IN this study I'm going to use two questionnaires, one for principals and one for teachers.

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Thank you very much Doctor for the incredible work you are doing in helping students conduct good research. I have really benefited a lot from your tutorials. However, I have a challenge in this tutorial to understand how and where you obtained data that constituted the dependent variable. I fully understand how you coded the data that constituted the independent variables that it was generated from the Likert scale. But how did you interpret the questionnaire to generate the information in the dependent variable entrepreneurial Intention at 22:06?

I will be grateful for your timely response, thanks.

@@daviemlose2008 Entrepreneurship intention dataset was adopted from an existing measurement scale. You can Google Entrepreneurship intention measurement scale. You will see many to adopt for your own data collection.

@@Dr.Okolie Thank you so much Sir for your timely feedback.

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Thank you very much. You may also find this interesting ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-_GbIBtg5yG0.html. Please share

Thank you very much sir, this is excellent. I am willing to see more videos@@Dr.Okolie

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Glad to hear that! Thank you Judith for finding the video helpful. You can check out other Regression analyses that may also be of help to you ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-ldFWxScULGY.html and ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-_GbIBtg5yG0.html

Thank you very much. This video may also add to your knowledge ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-_GbIBtg5yG0.html

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@Benjamin. Thank you very much for finding the video helpful. The video continued to a Path Analysis ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-EbCuK3WD4Qo.html and Structural Equation Modelling ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-dqocaddLiGs.html

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@@Dr.Okolie Sir please let me quickly use the opportunity to ask how to increase my Cronbach Alpha... It is less than . 70. What do you when you have alpha value less than .70? Thank you sir for your prompt response

@@kelvinnwachukwu3751 Thank you for watching the video. If your data doesn't achieve the minimal threshold of 0.70 for Cronbach's alpha, it simply means that there could be some issues with reliability of the instruments you've used for data collection. So, you should purse the analysis, and probably, collect more data to see whether your data can improve. Another issue that affects reliability may be having too many item statements in one questionnaire which may confuse respondents. Order effect may also cause problems with reliability of your instruments.

Thank you too

Hello, thank you very much for watching my tutorial. Yes. you are correct. There are two two ways to group the Likert Scale items before conducting a regression analysis. You can either sum the items or use sum of the means. In this tutorial, I explained this clearly here and showed how to do both of them. ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-p4TEVkL_BMc.html

Thank you very much. Great tip. I'll be making the dataset available for viewers to practice. Thank you a lot. Please, share and like the video

Can you update the data? I need it now.@@Dr.Okolie

@@user-cr5nr7zy8r Thanks but I do not have the permission to provide you the data. The data belongs to my student. You can use your own data to practice with the tutorial. Best wishes

​@@Dr.Okolie😮 Yes but please try to give us any sample of your own so that we can practice them. Please

Thank you for watching the video. The dependent variable has it's own measurement scale that measured separately. So, the data for the dependent variable is different from those of the dependent variables. Thank you

I will make a video on that

Thank you very much for watching my tutorial. Pls, see my contact information at the beginning of the video. Sure, I am open to offering you some level of mentorship.

@@Dr.Okolie ok. Thank you

Thank you very much for watching the tutorial video. If your analysis shows a negative statistically significant Beta weight, you'll interpret it to mean that the Variable A (i.e., independent variable) influences Variable B (Dependent variable) negatively. This means that an increase in variable A significantly decreases variable B. Hope this helps.

Yes you can

ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-ldFWxScULGY.html This video will help you

From experience, a dependent variable can have bigger, smaller, or the same variance as the independent variable. This is not really an issue to worry so much about in regression research

If I understand what you refer to excluded case as missing data (response), you can report remove the responses with missing data.

Send an email to nonyeck@gmail.com

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Because, it is a control variable. Control variables are not the main variables of the study. So, you simply report the results but do not discuss them.