Multiple Regression in SPSS with Results Interpretation

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Multiple Regression in SPSS with Results Interpretation

Рет қаралды 48,235

Күн бұрын

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

Пікірлер: 112

@user-bv7ug8vo3x 6 ай бұрын

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

@Dr.Okolie 6 ай бұрын

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

@bonolokambai8814 4 ай бұрын

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 4 ай бұрын

Glad it was helpful!

@Ggudh-kq5jl Ай бұрын

@@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.

@cjsb4065 4 ай бұрын

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 4 ай бұрын

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

@ifeanyikalu8461 5 ай бұрын

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

@Dr.Okolie 5 ай бұрын

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

@Dr.Okolie Жыл бұрын

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

@daviemlose2008 11 ай бұрын

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 11 ай бұрын

I will be grateful for your timely response, thanks.

@Dr.Okolie 11 ай бұрын

@@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 11 ай бұрын

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

@shadrackkikoti8813 Жыл бұрын

one of the very best videos on Regression analysis

@Dr.Okolie Жыл бұрын

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

@user-ic2qy1pg1e Ай бұрын

Thank you so much, sir.. its a great work

@Dr.Okolie Ай бұрын

Thank you. Please share and like the tutorial

@user-to2yv2xu1q Ай бұрын

Thank you for this wonderful explanation

@Dr.Okolie Ай бұрын

Thank you for finding the video helpful.

@dr.x4050 11 ай бұрын

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

@Dr.Okolie 11 ай бұрын

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

@user-lg8ug6gt4v 6 ай бұрын

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 6 ай бұрын

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

@ethelkaimila5345 10 ай бұрын

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

@Dr.Okolie 10 ай бұрын

Thank God. Best wishes

@digantamudoi1785 Жыл бұрын

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

@Dr.Okolie Жыл бұрын

Thank you very much. You may also find this interesting kzfaq.info/get/bejne/la2SfKWlzJvdd2Q.html. Please share

@sibusiso.dntshangase5875 11 ай бұрын

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

@fathimanuha5729 3 ай бұрын

Thank you and you saved my Thesis ❤

@Dr.Okolie 3 ай бұрын

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

@arjunrawal9840 14 күн бұрын

Wow lovely presentation

@Dr.Okolie 14 күн бұрын

Thank you very much. Pls, share and like

@Dr.Okolie 14 күн бұрын

Thank you very much

@ifeomametu4050 11 ай бұрын

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

@Dr.Okolie 11 ай бұрын

Thanks for finding the tutorials helpful. Best wishes

@tharanikawya7896 3 ай бұрын

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

@Dr.Okolie 3 ай бұрын

Thank you very much for watching the video

@benjaminuzonnaononye3687 Жыл бұрын

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

@Dr.Okolie Жыл бұрын

@Benjamin. Thank you very much for finding the video helpful. The video continued to a Path Analysis kzfaq.info/get/bejne/e8hzqK5kvKqYgaM.html and Structural Equation Modelling kzfaq.info/get/bejne/mteflsSVybLNd6c.html

@greatman4770 10 ай бұрын

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

@Dr.Okolie 10 ай бұрын

Thank you very much. Glad you found it helpful

@DaHillTop 4 ай бұрын

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

@Dr.Okolie 4 ай бұрын

Glad you liked it

@DESMONDANDOH-hv1yz 2 ай бұрын

Powerful lecture.

@Dr.Okolie Ай бұрын

Thank you

@user-cr5nr7zy8r 7 ай бұрын

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 7 ай бұрын

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 7 ай бұрын

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

@Dr.Okolie 7 ай бұрын

@@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 6 ай бұрын

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

@abdulbashirujibril4954 11 ай бұрын

I did a good job Sir, very easy to understand

@Dr.Okolie 11 ай бұрын

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

@TheTani200 8 ай бұрын

Appreciate the concise analysis.

@Dr.Okolie 8 ай бұрын

Thank you very much. This video may also add to your knowledge kzfaq.info/get/bejne/la2SfKWlzJvdd2Q.html

@Kxxtstrawberreis Жыл бұрын

Thanks a heap. You are a life saver.

@Dr.Okolie Жыл бұрын

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 kzfaq.info/get/bejne/osp2ituEyLuwd40.html and kzfaq.info/get/bejne/la2SfKWlzJvdd2Q.html

@kdshoshodeinde1998 Жыл бұрын

Appreciate this work sir.

@Dr.Okolie Жыл бұрын

Thanks so much sir

@Luckisto Жыл бұрын

Great explanation, thank you!

@Dr.Okolie Жыл бұрын

Thank you for finding the tutorial helpful. Best wishes

@user-mj3sh3pw7k 10 ай бұрын

Thank you very much. Well explained.

@Dr.Okolie 10 ай бұрын

Glad it was helpful!

@kalalakanyanda8418 7 ай бұрын

Thank you Dr

@Dr.Okolie 7 ай бұрын

You're welcome. Pls, like and share

@raihanaaminuddin3755 9 ай бұрын

Thank you. This is really helpful!

@Dr.Okolie 9 ай бұрын

Glad it was helpful!

@Kxxtstrawberreis Жыл бұрын

Thanks heap. You are a life saver.

@Dr.Okolie Жыл бұрын

Happy to help

@gt8848 Жыл бұрын

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 Жыл бұрын

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 Жыл бұрын

@@Dr.Okolie ok. Thank you

@austineshaibu3455 4 ай бұрын

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

@katieglover5684 6 ай бұрын

cmon dr okolie praying on u to save my diss tysm

@kelvinnwachukwu3751 Жыл бұрын

You are good Sir!

@Dr.Okolie Жыл бұрын

Thank you very much

@kelvinnwachukwu3751 Жыл бұрын

@@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 Жыл бұрын

@@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.

@bazimojeh5031 Жыл бұрын

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 Жыл бұрын

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

@ALAFIAAFIA 4 ай бұрын

Thank you Dr.Okolie please some explanation about multicollinearity?

@Dr.Okolie 4 ай бұрын

I will make a video on that

@faithsivili1895 11 ай бұрын

Thanks.

@Dr.Okolie 11 ай бұрын

Thank you too

@ebrimajaiteh582 10 ай бұрын

This is great

@Dr.Okolie 10 ай бұрын

Thank you. Glad you found it helpful.

@anugrewal9790 4 ай бұрын

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

@anugrewal9790 4 ай бұрын

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

@Dr.Okolie 4 ай бұрын

Yes you can

@hanankhalifa2589 6 ай бұрын

Thank you

@Dr.Okolie 6 ай бұрын

You're most welcome

@visalinisubramaniam7530 Жыл бұрын

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 Жыл бұрын

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.

@elishadarchimedesarmah5815 Жыл бұрын

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 Жыл бұрын

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. kzfaq.info/get/bejne/ppqEeLmcscWmfZc.html

@ibrahimismail4507 8 ай бұрын

What if the data set have evidence of multicollinearity?

@ogayemiomofolarin5866 3 ай бұрын

what of a single independent and 4 dependent variables

@Dr.Okolie 3 ай бұрын

kzfaq.info/get/bejne/osp2ituEyLuwd40.html This video will help you

@user-kb4su9hz6c 8 ай бұрын

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 8 ай бұрын

Send an email to nonyeck@gmail.com

@Dr.Okolie 8 ай бұрын

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

@Dr.Okolie 8 ай бұрын

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

@Dr.Okolie 8 ай бұрын

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

@AdimohaChinedu-sr9fp 5 ай бұрын

How can I join your classes. Sir

@nicholasmzalendo1942 Жыл бұрын

what about if the dependent variable has more variance

@Dr.Okolie Жыл бұрын

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

@anthonyanay5620 9 ай бұрын

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

@Dr.Okolie 9 ай бұрын

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.