Multiple Regression in SPSS with Results Interpretation

This tutorial explains how you can conduct a multiple regression in SPSS. Check out hypotheses testing using a Path Analysis • Path Analysis in AMOS and Structural Equation Modelling • Structural Equation Mo...
#SPSS #statistics #regressionanalysis #dataanalysis #datascience #researchmethods #datainterpretation #dataanalysisguide #SPSSstatistics #multiplelinearregression #resultsinterpretation #datamining #datavisualization #dataanalytics #regressionmodel #statisticalanalysis #researchguide #interpretationguide #masteringdatascience #datainsights

[@user-bv7ug8vo3x]

The most well explained and correct video on regression on youtube. Very well done Dr Okolie! God bless you

[@Dr.Okolie]

Thank you very much for finding the video helpful. Please, share and like the video

[@bonolokambai8814]

Good day Dr, this has been the most comprehensive and very easy to follow. It showed up just when I needed it. Thank you so much.

[@Dr.Okolie]

Glad it was helpful!

[@Dr.Okolie]

Thank you very much for appreciating my video tutorial. Pls, share and like the video.

[@daviemlose2008]

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?

[@daviemlose2008]

I will be grateful for your timely response, thanks.

[@Dr.Okolie]

@@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.

[@daviemlose2008]

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

[@cjsb4065]

God bless you!!!!You saved me !No teacher in my uni is able to explain SPSS as you do!!!!!!By far you are the best of the best!I’ve already recommended your videos to my student colleagues!🎉🎉🎉🎉🎉 Thank you sooooo sooooo much!!!!! Best From London ,Uk

[@Dr.Okolie]

Wow! Thank you so much. I am glad you found the video helpful

[@shadrackkikoti8813]

one of the very best videos on Regression analysis

[@Dr.Okolie]

Thank you for appreciating the video. Pls, share, like the video and subscribe to my channel.

[@dr.x4050]

Your video is a very helpful step-by-step process. The Dr. also speaks clearly.

[@Dr.Okolie]

Thank you very much for finding the video helpful. Best wishes

[@DESMONDANDOH-hv1yz]

Powerful lecture.

[@ifeomametu4050]

Thank you very much for this wonderful presentation. I've learned new things today 😍

[@Dr.Okolie]

Thanks for finding the tutorials helpful. Best wishes

[@ifeanyikalu8461]

Dr Okolie, thank you very much for this video. You have really demystified the concept with lucid explanation and demonstration.

[@Dr.Okolie]

Thank you sir. Glad you found the video helpful and interesting too

[@digantamudoi1785]

Thank you so much, Sir, for the excellent video on Regression Analysis. Very specific and simple analysis.

[@Dr.Okolie]

Thank you very much. You may also find this interesting kzbin.info/www/bejne/lXjFenWqnJqsfZI. Please share

[@sibusiso.dntshangase5875]

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

[@user-lg8ug6gt4v]

very well explained. I took all the notes of all the analysis and interpretation. THanks alot for putting so much effort and clearing all the minute detail in ur results.

[@Dr.Okolie]

Thank you very much for watching the tutorial. Pls, share and like.

[@Luckisto]

Great explanation, thank you!

[@Dr.Okolie]

Thank you for finding the tutorial helpful. Best wishes

[@benjaminuzonnaononye3687]

This video is well detailed and articulated. I got value Thank you so much Keep up the good work

[@Dr.Okolie]

@Benjamin. Thank you very much for finding the video helpful. The video continued to a Path Analysis kzbin.info/www/bejne/e5Ompn5pjKlnh9E and Structural Equation Modelling kzbin.info/www/bejne/mqLSlJSambGcfdU

[@greatman4770]

Thank you Dr. you have cleared my problem. Thanks.

[@Dr.Okolie]

Thank you very much. Glad you found it helpful

[@raihanaaminuddin3755]

Thank you. This is really helpful!

[@Dr.Okolie]

Glad it was helpful!

[@ethelkaimila5345]

This has been very helpful am preparing for my PHD oral defence next week

[@Dr.Okolie]

Thank God. Best wishes

[@Kxxtstrawberreis]

Thanks a heap. You are a life saver.

[@Dr.Okolie]

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 kzbin.info/www/bejne/opWpiKuJmLp_fbs and kzbin.info/www/bejne/lXjFenWqnJqsfZI

[@user-mj3sh3pw7k]

Thank you very much. Well explained.

[@Dr.Okolie]

Glad it was helpful!

[@tharanikawya7896]

Thank you very much Dr. for clear explanation and guidance.

[@Dr.Okolie]

Thank you very much for watching the video

[@DaHillTop]

Great explanations here, thank you Sir.👏👏👏👏🙇‍♀️🙇‍♀️

[@Dr.Okolie]

Glad you liked it

[@TheTani200]

Appreciate the concise analysis.

[@Dr.Okolie]

Thank you very much. This video may also add to your knowledge kzbin.info/www/bejne/lXjFenWqnJqsfZI

[@Kxxtstrawberreis]

Thanks heap. You are a life saver.

[@Dr.Okolie]

Happy to help

[@fathimanuha5729]

Thank you and you saved my Thesis ❤

[@Dr.Okolie]

Thank you very much for finding the video helpful. Best wishes

[@kdshoshodeinde1998]

Appreciate this work sir.

[@Dr.Okolie]

Thanks so much sir

[@austineshaibu3455]

Hello Dr Amos, Good job. Do you have any video on how to develop items for independent variables, please?

[@abdulbashirujibril4954]

I did a good job Sir, very easy to understand

[@Dr.Okolie]

Glad you found the video helpful. Please, share and like the video.

[@katieglover5684]

cmon dr okolie praying on u to save my diss tysm

[@kalalakanyanda8418]

Thank you Dr

[@Dr.Okolie]

You're welcome. Pls, like and share

[@ebrimajaiteh582]

This is great

[@Dr.Okolie]

Thank you. Glad you found it helpful.

[@elishadarchimedesarmah5815]

Hello Dr. Thank you for your intuitive videos. However, I have seen videos where most of them find the sum of the mean of the Likert scale items and use it for the regression analysis. What is your take on that? Your response will be much appreciated.

[@Dr.Okolie]

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. kzbin.info/www/bejne/pmW3domhgcR1g8U

[@bazimojeh5031]

Thanks so much Dr. Please I'm a bit confused. How did you get the data for the dependent variables entrepreneural intention? Was it from the 3 independent variables or you collected it separately?

[@Dr.Okolie]

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

[@anugrewal9790]

Greetings Dr For construct we have to take mean score like in a construct we have seven statements so there sum /7?

[@ALAFIAAFIA]

Thank you Dr.Okolie please some explanation about multicollinearity?

[@Dr.Okolie]

I will make a video on that

[@hanankhalifa2589]

Thank you

[@Dr.Okolie]

You're most welcome

[@kelvinnwachukwu3751]

You are good Sir!

[@Dr.Okolie]

Thank you very much

[@kelvinnwachukwu3751]

@@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

[@Dr.Okolie]

@@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.

[@faithsivili1895]

Thanks.

[@Dr.Okolie]

Thank you too

[@goodluckchukwu9074]

Doc why is the last item 4 ?

[@ibrahimismail4507]

What if the data set have evidence of multicollinearity?

[@visalinisubramaniam7530]

Thank you Dr. How would i interpret if the study is statistically significant which p value is less than 0.01 but thr the beta value and the t-value is negative ? What happens ?

[@Dr.Okolie]

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.

[@user-cr5nr7zy8r]

Really great video. Only one thing is missing. If you have the data you should attach that sample data for practice as well. Can you upload the practice data in your description so newbies can practice on the data by watching your video again and again?

[@Dr.Okolie]

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

[@user-cr5nr7zy8r]

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

[@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

[@shekinahmediawmbvisualquot5424]

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

[@anugrewal9790]

Greetings Dr in case we have categorical control variables then we need to create dummy variables for them ?

[@Dr.Okolie]

Yes you can

[@gt8848]

I got value from this video Dr. This is what I have been looking for. Are you available for private mentorship? If yes, kindly drop your contact information.

[@Dr.Okolie]

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.

[@gt8848]

@@Dr.Okolie ok. Thank you

[@AdimohaChinedu-sr9fp]

How can I join your classes. Sir

[@goodluckchukwu9074]

Doc please what can one who is having excluded case do?

[@Dr.Okolie]

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

[@nicholasmzalendo1942]

what about if the dependent variable has more variance

[@Dr.Okolie]

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

[@user-kb4su9hz6c]

Good morning, Dr Okolie. I hope this message finds you well. I wanted to express my appreciation for your informative videos on quantitative research. As a novice in this field, I would greatly appreciate the opportunity to consult with you on a number of issues. Could you kindly advise me on the best way to contact you? Thank you for your time and consideration.

[@Dr.Okolie]

Send an email to [e-mail]

[@Dr.Okolie]

Thank you very much for finding the video helpful. Pls, like and share

[@Dr.Okolie]

Thank you very much for finding the video helpful. Pls, like and share

[@Dr.Okolie]

Thank you very much for finding the video helpful. Pls, like and share

[@ogayemiomofolarin5866]

what of a single independent and 4 dependent variables

[@Dr.Okolie]

kzbin.info/www/bejne/opWpiKuJmLp_fbs This video will help you

[@anthonyanay5620]

May I ask why the data value in Family Business is either 1 or 2? Thanks

[@Dr.Okolie]

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.

[@basudevbacha4457]

Sir can i have mail id