Multiple Regression in SPSS with Results Interpretation

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  • Опубликовано: 4 ноя 2024
  • This tutorial explains how you can conduct a multiple regression in SPSS. Check out hypotheses testing using a Path Analysis • Regression Using Path ... 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

Комментарии • 135

  • @CerenOren-n6s
    @CerenOren-n6s 8 месяцев назад +8

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

    • @Dr.Okolie
      @Dr.Okolie  8 месяцев назад

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

  • @perminusgithui2978
    @perminusgithui2978 14 дней назад +1

    A very good presentation , methodical and thorough

  • @Dr.Okolie
    @Dr.Okolie  Год назад +4

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

    • @daviemlose2008
      @daviemlose2008 Год назад

      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
      @daviemlose2008 Год назад

      I will be grateful for your timely response, thanks.

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      @@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
      @daviemlose2008 Год назад

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

  • @ifeanyikalu8461
    @ifeanyikalu8461 8 месяцев назад +1

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

    • @Dr.Okolie
      @Dr.Okolie  8 месяцев назад

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

  • @cjsb4065
    @cjsb4065 6 месяцев назад +1

    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
      @Dr.Okolie  6 месяцев назад

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

  • @bonolokambai8814
    @bonolokambai8814 6 месяцев назад +3

    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
      @Dr.Okolie  6 месяцев назад

      Glad it was helpful!

    • @Ggudh-kq5jl
      @Ggudh-kq5jl 3 месяца назад

      ​@@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.

  • @dr.x4050
    @dr.x4050 Год назад +1

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

    • @Dr.Okolie
      @Dr.Okolie  Год назад +1

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

  • @shadrackkikoti8813
    @shadrackkikoti8813 Год назад +1

    one of the very best videos on Regression analysis

    • @Dr.Okolie
      @Dr.Okolie  Год назад

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

  • @ethelkaimila5345
    @ethelkaimila5345 Год назад +2

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

  • @ハンウズマ
    @ハンウズマ 8 месяцев назад +1

    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
      @Dr.Okolie  8 месяцев назад

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

  • @digantamudoi1785
    @digantamudoi1785 Год назад +3

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

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      Thank you very much. You may also find this interesting ruclips.net/video/_GbIBtg5yG0/видео.html. Please share

    • @sibusiso.dntshangase5875
      @sibusiso.dntshangase5875 Год назад +1

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

  • @igeadeleke9249
    @igeadeleke9249 29 дней назад +1

    Well explained Dr. Okolie.
    What if I have a P value greater than 0.05. Should I report even when the instruments are reliable

    • @Dr.Okolie
      @Dr.Okolie  28 дней назад

      Sure! All the relationships must not be statistically significant

  • @MrDusmant
    @MrDusmant Месяц назад +1

    Thank you so much Dr Okolie, lots of love from India, It is highly educative and you made a difficult topic so simple, Can you please provide the data set for my own practice.

    • @Dr.Okolie
      @Dr.Okolie  Месяц назад +1

      Thanks for watching the video. You can use your own dataset and follow the procedures provided in the video. The data used in the video is not mine. Thus, I do not have the permission to share them.

  • @tharanikawya7896
    @tharanikawya7896 5 месяцев назад

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

    • @Dr.Okolie
      @Dr.Okolie  5 месяцев назад

      Thank you very much for watching the video

  • @mohamedmousasesay
    @mohamedmousasesay 2 месяца назад

    This video is well explained! I love the analysis part.

    • @Dr.Okolie
      @Dr.Okolie  2 месяца назад

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

  • @arjunrawal9840
    @arjunrawal9840 2 месяца назад

    Wow lovely presentation

    • @Dr.Okolie
      @Dr.Okolie  2 месяца назад

      Thank you very much. Pls, share and like

    • @Dr.Okolie
      @Dr.Okolie  2 месяца назад

      Thank you very much

  • @austineshaibu3455
    @austineshaibu3455 7 месяцев назад

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

  • @fathimanuha5729
    @fathimanuha5729 5 месяцев назад +1

    Thank you and you saved my Thesis ❤

    • @Dr.Okolie
      @Dr.Okolie  5 месяцев назад +1

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

  • @DESMONDANDOH-hv1yz
    @DESMONDANDOH-hv1yz 4 месяца назад +1

    Powerful lecture.

  • @AclLFB
    @AclLFB 2 месяца назад

    Well explain Sir, thank you very much..

    • @Dr.Okolie
      @Dr.Okolie  2 месяца назад

      Thanks and welcome

  • @AymanAlshalwe
    @AymanAlshalwe 3 месяца назад

    Thank you for this wonderful explanation

    • @Dr.Okolie
      @Dr.Okolie  3 месяца назад

      Thank you for finding the video helpful.

  • @DaHillTop
    @DaHillTop 6 месяцев назад

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

    • @Dr.Okolie
      @Dr.Okolie  6 месяцев назад

      Glad you liked it

  • @greatman4770
    @greatman4770 Год назад +1

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

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      Thank you very much. Glad you found it helpful

  • @ifeomametu4050
    @ifeomametu4050 Год назад +1

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

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      Thanks for finding the tutorials helpful. Best wishes

  • @benjaminuzonnaononye3687
    @benjaminuzonnaononye3687 Год назад +2

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

    • @Dr.Okolie
      @Dr.Okolie  Год назад +2

      @Benjamin. Thank you very much for finding the video helpful. The video continued to a Path Analysis ruclips.net/video/EbCuK3WD4Qo/видео.html and Structural Equation Modelling ruclips.net/video/dqocaddLiGs/видео.html

  • @bazimojeh5031
    @bazimojeh5031 Год назад +2

    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
      @Dr.Okolie  Год назад

      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

  • @SUBRATAKUMARMAITI
    @SUBRATAKUMARMAITI 3 месяца назад +1

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

    • @Dr.Okolie
      @Dr.Okolie  3 месяца назад

      Thank you. Please share and like the tutorial

  • @TheTani200
    @TheTani200 10 месяцев назад

    Appreciate the concise analysis.

    • @Dr.Okolie
      @Dr.Okolie  10 месяцев назад

      Thank you very much. This video may also add to your knowledge ruclips.net/video/_GbIBtg5yG0/видео.html

  • @nyomonjosiline8519
    @nyomonjosiline8519 Месяц назад

    Thank you for the tutorial. How did you get T1- T5, P1-P5 and F1 - F5 since the independent variables were only 3

    • @Dr.Okolie
      @Dr.Okolie  Месяц назад

      Those are the item statements used for data collection

  • @abdulbashirujibril4954
    @abdulbashirujibril4954 Год назад +1

    I did a good job Sir, very easy to understand

    • @Dr.Okolie
      @Dr.Okolie  Год назад

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

  • @palvinebokanda228
    @palvinebokanda228 Месяц назад

    Please can you do a complete video on analysis likert scale using spss and bringing our dependent variable and independent variable

    • @Dr.Okolie
      @Dr.Okolie  Месяц назад

      Thank you, but this tutorial used Likert Scale, and all variables (dependent and independent) were clearly spelt out.

  • @elishadarchimedesarmah5815
    @elishadarchimedesarmah5815 Год назад +1

    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
      @Dr.Okolie  Год назад +2

      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. ruclips.net/video/p4TEVkL_BMc/видео.html

  • @anugrewal9790
    @anugrewal9790 6 месяцев назад +1

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

  • @ALAFIAAFIA
    @ALAFIAAFIA 6 месяцев назад

    Thank you Dr.Okolie
    please some explanation about multicollinearity?

    • @Dr.Okolie
      @Dr.Okolie  6 месяцев назад

      I will make a video on that

  • @4.0Technologies-r3h
    @4.0Technologies-r3h 9 месяцев назад +1

    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
      @Dr.Okolie  9 месяцев назад

      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

    • @4.0Technologies-r3h
      @4.0Technologies-r3h 9 месяцев назад

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

    • @Dr.Okolie
      @Dr.Okolie  9 месяцев назад

      @@4.0Technologies-r3h 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
      @shekinahmediawmbvisualquot5424 8 месяцев назад

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

  • @visalinisubramaniam7530
    @visalinisubramaniam7530 Год назад +1

    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
      @Dr.Okolie  Год назад +2

      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.

  • @kdshoshodeinde1998
    @kdshoshodeinde1998 Год назад +1

    Appreciate this work sir.

  • @anugrewal9790
    @anugrewal9790 6 месяцев назад

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

  • @Luckisto
    @Luckisto Год назад +1

    Great explanation, thank you!

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      Thank you for finding the tutorial helpful. Best wishes

  • @kalalakanyanda8418
    @kalalakanyanda8418 10 месяцев назад +1

    Thank you Dr

    • @Dr.Okolie
      @Dr.Okolie  10 месяцев назад +1

      You're welcome. Pls, like and share

  • @gt8848
    @gt8848 Год назад +1

    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
      @Dr.Okolie  Год назад

      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
      @gt8848 Год назад +1

      @@Dr.Okolie ok. Thank you

  • @Kimberlylolzmwah
    @Kimberlylolzmwah Год назад +1

    Thanks a heap. You are a life saver.

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      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 ruclips.net/video/ldFWxScULGY/видео.html and ruclips.net/video/_GbIBtg5yG0/видео.html

  • @EmmanuelH.Greywoode
    @EmmanuelH.Greywoode Год назад

    Thank you very much. Well explained.

  • @katieglover5684
    @katieglover5684 8 месяцев назад

    cmon dr okolie praying on u to save my diss tysm

  • @ibrahimismail4507
    @ibrahimismail4507 11 месяцев назад

    What if the data set have evidence of multicollinearity?

  • @raihanaaminuddin3755
    @raihanaaminuddin3755 11 месяцев назад

    Thank you. This is really helpful!

    • @Dr.Okolie
      @Dr.Okolie  11 месяцев назад

      Glad it was helpful!

  • @OgunleyeOlumide-l2d
    @OgunleyeOlumide-l2d Месяц назад

    Please is there a way I can calculate my null hypothesis? I have my data analysis already

    • @Dr.Okolie
      @Dr.Okolie  Месяц назад

      The null hypothesis is the opposite of the research hypothesis tested in this study.

  • @kelvinnwachukwu3751
    @kelvinnwachukwu3751 Год назад +1

    You are good Sir!

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      Thank you very much

    • @kelvinnwachukwu3751
      @kelvinnwachukwu3751 Год назад

      @@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
      @Dr.Okolie  Год назад

      @@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.

  • @Nihitrtgdd
    @Nihitrtgdd День назад

    Great information sir. God bless you! Sir i have a question, when transforming your variables just before linear regression, is it advisable to sum the variables or do we use mean

    • @Dr.Okolie
      @Dr.Okolie  День назад

      Thank you for finding the video helpful. You can sum the item statements for each variable, you can also use the mean. See this video for a clearer information ruclips.net/video/p4TEVkL_BMc/видео.html

    • @Nihitrtgdd
      @Nihitrtgdd День назад

      @Dr.Okolie God bless you for this sir. I just watched the video and got even more clarified.

  • @ogayemiomofolarin5866
    @ogayemiomofolarin5866 5 месяцев назад

    what of a single independent and 4 dependent variables

    • @Dr.Okolie
      @Dr.Okolie  5 месяцев назад

      ruclips.net/video/ldFWxScULGY/видео.html
      This video will help you

  • @TshepoNtho
    @TshepoNtho 11 месяцев назад

    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
      @Dr.Okolie  11 месяцев назад

      Send an email to nonyeck@gmail.com

    • @Dr.Okolie
      @Dr.Okolie  11 месяцев назад

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

    • @Dr.Okolie
      @Dr.Okolie  11 месяцев назад

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

    • @Dr.Okolie
      @Dr.Okolie  11 месяцев назад

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

  • @faithsivili1895
    @faithsivili1895 Год назад +1

    Thanks.

  • @ebrimajaiteh582
    @ebrimajaiteh582 Год назад +1

    This is great

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      Thank you. Glad you found it helpful.

  • @hanankhalifa2589
    @hanankhalifa2589 8 месяцев назад

    Thank you

    • @Dr.Okolie
      @Dr.Okolie  8 месяцев назад

      You're most welcome

  • @jetumaabdulai
    @jetumaabdulai Месяц назад

    STUDENT FRIENDLY

    • @Dr.Okolie
      @Dr.Okolie  Месяц назад

      Thank you very much for finding the tutorial helpful

  • @AdimohaChinedu-sr9fp
    @AdimohaChinedu-sr9fp 7 месяцев назад

    How can I join your classes. Sir

  • @goodluckchukwu9074
    @goodluckchukwu9074 Год назад

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

    • @Dr.Okolie
      @Dr.Okolie  Год назад

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

  • @nicholasmzalendo1942
    @nicholasmzalendo1942 Год назад

    what about if the dependent variable has more variance

    • @Dr.Okolie
      @Dr.Okolie  Год назад

      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

  • @goodluckchukwu9074
    @goodluckchukwu9074 Год назад

    Doc why is the last item 4 ?

  • @anthonyanay5620
    @anthonyanay5620 11 месяцев назад +1

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

    • @Dr.Okolie
      @Dr.Okolie  11 месяцев назад +1

      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.

  • @palvinebokanda228
    @palvinebokanda228 Месяц назад

    Please try to make the camera clear, in all the videos is not clear making difficult to learn

  • @basudevbacha4457
    @basudevbacha4457 Год назад

    Sir can i have mail id

  • @Kimberlylolzmwah
    @Kimberlylolzmwah Год назад

    Thanks heap. You are a life saver.