Step by step guide to run and interpret Regression and ANOVA in SPSS | Kokab Manzoor | SPSS

Step by step guide about How to run Regression analysis in SPSS and how to interpret results.
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About KOKAB MANZOOR
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Kokab Manzoor is Certified Trainer | Speaker and Life Coach. He has trained thousands of students and Professionals about Management and Leadership skills | time Management |Stress Management |Communication and Interpersonal Skills | Motivation and Positive Attitude Building | Curriculum development | Educational Administration | Classroom Management |Instructional Programming | innovative teaching methodologies | capacity building | Social Entrepreneurial training | career counseling and many other life skills. He has a sound understanding of needed traits for workplace success and a strong ability to train employees in improving those characteristics.
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[@10uzma]

A clear and targeted approach to understanding data analysis for social sciences students with no background in stats. Thank you for this. Regret finding it so late.

[@KokabManzoor]

Share it with others to help other students

[@mansoorsmr]

Thank you for the best-ever interpretation of regression analysis...

[@rakeshkumarmeet8313]

A very simple and effective explanation of using regression analysis@SPSS. Thank you so much Prof. Kokab Manzoor.

[@KokabManzoor]

@Rakesh.. I am glad you like it. Kindly share these videos with others to help others 🙂

[@feelahsaas4085]

​@@KokabManzoor AoA sir , app ki videos sy m ny bht kuch sikha h thx u so much..sir plz mjhy mery objectives daikh kr bta sakty hain in p kaun sa test lagy ga

[@KokabManzoor]

@@feelahsaas4085 sure, you can send...

[@feelahsaas4085]

@@KokabManzoor sir ji plz apni email I'd bta dain word file app ko send kr do

[@feelahsaas4085]

@@KokabManzoor topic: Effects of cooperative learning strategies on students academic achievement. objectives:1: To investigate the effects of cooperative learning strategies on students academic performance at QAED academy Faisalabad 2:To assess the advantages and disadvantages of cooperative learning at QAED academy Faisalabad. 3:To find out the attitude of students regarding cooperative learning at QAED academy Faisalabad. 3:To find out the effects of cooperative learning on the students knowledge retention at QAED academy Faisalabad

[@arbabzafar3423]

Doing such a great work in such a great way and command 👍

[@KokabManzoor]

@Arbab .I am glad you like it . kindly share these videos with others to help others

[@arbabzafar3423]

@@KokabManzoor sir first I share with my class fellow then I watch video because I believe your way of teaching and videos increase our understanding and knowledge. By watching your videos and concepts today I have done my paper BRM with a great solution

[@KokabManzoor]

@@arbabzafar3423 Thanks for your sincere efforts and complients. And thats great to know that you did your paper excellent.. Good Luck

[@hkfatimah8795]

Thanks for your invaluable time, highly beneficial.

[@KokabManzoor]

@@hkfatimah8795 glad to hear this..if found it valuable then kindly share these videos with others to help others..

[@qhworld3881]

very well explained.

[@sunnynadeem7145]

Love you Sir❤️❤️❤️

[@KokabManzoor]

❤️

[@hydrologistkarmakhan]

Sir g boht achi video hai you solved my problem.

[@KokabManzoor]

Glad to know this... if found it helpful then kindly share it with others to solve others problems as well.

[@ShujaUrRehman-l4m]

quite help full, thanks for sharing

[@aarfamalik8089]

I got the way of interpretation, from this lecture 👍🏻 But I couldn't find the lecture of correlation in SPSS, kindly provide me link of that, if it is available

[@ferheenjehangir3323]

kzbin.info/www/bejne/r3ybcqR6odCFgdU Correlation lecture

[@kumargovind1454]

Great job sir

[@KokabManzoor]

Kindly share these videos with others to help others

[@areebarehman9622]

Very well explained!

[@KokabManzoor]

Thank you

[@kumargovind525]

Thank you so much sir🙏🏻

[@KokabManzoor]

You are welcome

[@hinakhan3757]

جزاك اللهُ‎🎉

[@sunitarai2699]

Life saver 🙏🏻

[@KokabManzoor]

@sunita.. I am glad you like it. Kindly share these videos with others to save others lives and time 🙂

[@raheelarafique7031]

Good work

[@KokabManzoor]

Thanks

[@berhanuasres2309]

Thank you first it is best explanation

[@KokabManzoor]

You are most welcome

[@sadamhussain6618]

Nice👍

[@Yashvishah-ve3fz]

Thank you for this video. I'm currently doing my dissertation and all of your videos related to the SPSS have helped me a lot. I have one doubt: I have 4 independent variables(Green marketing mix elements) and 1 dependent variable (consumer purchase intention). While performing correlation and regression for all the elements of the green marketing mix and consumer purchase intention together, there is a contradiction for the variable “Green Place” in terms of positive and negative relations. For regression, I followed the "Enter" method. Green Place with consumer purchase intention: r=0.531, p-value=

[@KokabManzoor]

Check theory.....which relation is established...

[@qhworld3881]

thanks a lot

[@asifmehmood5332]

Excellent

[@msmukesh21saha]

nice explanation

[@KokabManzoor]

Thank you

[@runushow227]

Sir, very needful.. thank u

[@KokabManzoor]

Welcome... If found it helpful then please share these videos with others to help others

[@nailakhowaja7181]

great teacher

[@seharfaiz1864]

thanku so much sir

[@wardawarda9427]

Thank you sir the vedio is more benfical plz make vedio related to thesis how we write plz

[@KokabManzoor]

@warda.. I am glad it helped you.. in Sha Allah will make more videos on it. However, current I have uploaded around 30+ videos about research methods

[@abduljabbarbhatti5560]

very good

[@KokabManzoor]

Thank you

[@aunbernoor9392]

Sir adjusted R-square or t-test ka b bta de

[@abdulhaseebabdulhaseeb4235]

Sir can you plz explain how to analyze duration of gadgets use and intensity of neck pain. I mean neck pain association with duration of gadgets use

[@KokabManzoor]

You can run regression...

[@archanarudra432]

Thankyou Sir

[@adilshah2554]

How wil we interpret for multiple independent varibles?

[@yuvrajsinghukga2297]

sir when we are doing one-way annova and we have one construct with 4 variables then do we have to take their mean and then add mean value label as dependent variable and age as independent variable? plz help..make one video on one way annova...ur videos are really helpfull

[@KokabManzoor]

@yuvraj.. dear your question is not clear.. why is it taken as mean? and what is the role of age here??

[@merlinlinussolomon2988]

Hello sir, I had a doubt, How is the interpretation done if the coefficient value is negative ..? Can you give an example

[@KokabManzoor]

Say for example.. coefficient value is - 0.56, it means that increase in IV by one unit will lead to decrease the DV by 0.56 units

[@bilalhassan51]

Kindly sir work on r language and sata

[@roshikagujarati6150]

Thank you sir

[@KokabManzoor]

Welcome.. if found it helpful then kindly share these videos with others to help others

[@kritibhattarai5583]

if r square is .036 how can it be interpret?

[@HarrisKhan-lg7xn]

Sir! Humara research ka independent variable hai Teacher's burnout and dependent variable Teacher's performances. Significant value of anova is .835b hai and significant value of coefficients is .000 and beta value is -.029. There is a significant impact is found??

[@KokabManzoor]

Model is not significant However coefficient is significant but with very low impact

[@Mohabat137]

Salam, I need your help sir. I want to test the relationship between Customer Awareness And Banking. That whether there is a significant and positive relationship or not. What tool used i use to test my hypothesis? I am really confused.

[@KokabManzoor]

You can use correlation, regression and t test..

[@missmoody7409]

coefficient m sare null hypothesis rejected hona zrori h? Mean kch rejected hn kch ni hn, Es se meri research p koe impact to ni prega? Ya hame srf show he krna h interpretation m, k ye hypothesis rejected hue hn, or ye hypothesis rejected ni hue hn Hamara kam srf itna he h k hme btana h, Ya sarf hypothesis ko rejected hona zrori h? Agr rejected ni hue to research report accept ni hogy?? 🙄 Kindly guide i m confused. This is my first research in master level.

[@KokabManzoor]

It's not important that all null hypotheses must be rejected...sometimes, some are accepted...bus ap usko as it report kr den.. and jusify the results .

[@arbabzafar3423]

Sir make another video on correlation analysis in SPSS

[@KokabManzoor]

Oky.. thanks for suggestions

[@hinaakram111]

Sir, in the linear regression, while interpreting the last table i.e., coefficients; we refer to unstandardized co-efficient or standardized co-efficient for analysis purpose? In the video, we used the unstandardized but can you please clarify.

[@KokabManzoor]

Yes, we usually use u standardised coefficient

[@dr.farkhandatabassum7161]

Very informative lecture about regression. Please guide that how the scores of students will be used in regression as dependent variable?

[@KokabManzoor]

simply take it as dv.

[@sairamustafa6208]

Sir agar IV beta ki value .040 ho or Lower bound -.210 or non significant ho to kiya IV ka DV ka sath positive predict ho ja ya negative ?

[@KokabManzoor]

It is insignificant...no matter positive or negative

[@eas8379]

Need help sir please reply soon… If I have 1 Dv, 1 IV , 1 Moderator and one mediator which one should I use?

[@KokabManzoor]

What do you mean, which one should I use... you need to do mediation analysis and moderation analysis...

[@AllinOne-gv3vh]

useful video. Sir is there your any video related to multiple hierarchical regression (with mediator)? if yes, kindly share the link.

[@KokabManzoor]

Sorry no such video on this topic

[@TariqAziz-sg9fl]

I need some help I want to compare my research results which were obtained from three different district

[@KokabManzoor]

What's your research details at 00923338371767

[@rabihaawan8347]

Sir 105 questionnaire thy galti sy 115 tak chali gai phir back kia iss k bawajhud b count hu gay ab missing error aa raha hai

[@laibazaidi8343]

Kindly tell me what does “t” value represent? which is in coefficient table. Thankyou

[@KokabManzoor]

@laiba. t value can also be used to decide for significance. You can compare this value with tabulated value (manually).

[@laibazaidi8343]

@@KokabManzoor Thankyou sir.

[@rabihaawan8347]

SIR SPSS main missing value kiasy theek karty hai

[@missmoody7409]

How can i interpretation in Reliability. My cronpach's alpha is. 935. So how can i write interpretation. Kindly guide me.

[@KokabManzoor]

its very simple. you can write, since cronbach alph is 0.935, which is greater than acceptable standard (0.70). hence there is no issues of reliability. the instrument is reliable.

[@missmoody7409]

@@KokabManzoor JazakAllah

[@hudahabib6285]

sir my beta value is 0.191, and I used "glass ceiling" as the independent variable (IV) and "employee performance" as the dependent variable (DV). The positive beta value suggests that when the glass ceiling increases, employee performance also tends to increase. but how is this possible? am i making any mistake?

[@KokabManzoor]

In that case there is some issue in your data...

[@sikenumber2025]

Assalamualikum SIr its a request to you that i can get this data file for my work that i learn from it in video it ll show just 22 value that that i can"t use it to interpret the results. Alllah shower his bless on you

[@KokabManzoor]

Ws . Sorry, data can't be shared..

[@muskankarnool6883]

Very helpful, Thank you sir

[@hannahhere3504]

If i have one Independent variable and two dependent then should i go for multiple regression or what?

[@KokabManzoor]

Multivariate analysis

[@prashannakayastha]

Sir how to calculate the dependent variable by using 5 independent variable

[@KokabManzoor]

Dependent variable is not calculated with the help of IVs, in fact we see the impact of IV on Dv

[@riamer8911]

Thank you so much sir.... I have taken five no. of items for independent variable...and the overalll mean score (of these five) as dependent variable.... my dataset is continuos variable, but while testing the normality, it turn out non- normal/ not nornally distributed...so, i transform my data (dependent variable) into normally distributed...sir my question is can i use this transform data (dependebt variable) in regression and run it?.because the earlier data is not normally distributed....please clarify me..

[@prashannakayastha]

Do you got the answer for it

[@asadnaeem8095]

Dear sir what is the different between unstandardized coefficient beta and standardized coefficient beta? Nd also which value is taken while accepting/rejecting a hypothesis?

[@KokabManzoor]

Unstandardized coefficient is used for interpretation... coefficient ki base acceptance/rejection nahi hoti.... its P value which decides

[@AasthaNigam]

@@KokabManzoor Sir but in this video you have interpreted data from standardised coefficient . Kindly explain why?

[@radhachaudhary7517]

In anova table if significance value is

[@naginakhan2814]

It means model fit significance

[@NishaNarang-kw1yv]

What if we have more than one dependent variable

[@KokabManzoor]

@@NishaNarang-kw1yv then u need to run multivariate analysis

[@kumargovind1454]

Greetings Sir, If beta value comes in negative than what would be the statement ? Kindly suggest.

[@KokabManzoor]

Means there is exsit negative relationship....means increase in IV will lead to decrease in DV by that amount..

[@psychologyforcsspmsppscpre5741]

Sir agr value 0.000 ne 0.007 aa gae ha to es kelye bhe interpret ka bta dyn

[@KokabManzoor]

0.007 is less than 0.05, hence your hypothesis is significant

[@sabashehzadi7098]

Send me the link of in dependent nd matched samples by t test

[@KokabManzoor]

No such video.. available.. sorry

[@mahamtahirb5412]

informative, sir hme pta kesy chlta h k konsa test apply krna h ??

[@KokabManzoor]

There are three video explaining details about which test to use when.. You can watch those.. Video name is parametric and non parameter tests..

[@mahamtahirb5412]

@@KokabManzoor thank you so much sir!

[@asmarani8066]

sir,if we have two dependent variables instead of two independent variables what should we do...? kindly,Please explain sir...?

[@KokabManzoor]

Run multivariate analysis

[@asmarani8066]

@@KokabManzoor Thankyou sir,JazakAllah...

[@shazmakanwal758]

Kindly sir guide me how to do regression analysis if we have 3 dependent variables and only 1 independent variable?? Should we use linear or multiple regression and kindly explain it step wise Its imp and needed urgently plzzz

[@KokabManzoor]

In that case, u need to run multivariate analysis

[@shazmakanwal758]

@@KokabManzoor mean multiple regression??? But in multiple regression analysis only 1 dependent variables analysis can be done at a time so I hv to do the analysis for each dependent variable separately??? Because I hv 3 dependent variables n only 1 independent variable

[@KokabManzoor]

@@shazmakanwal758 not multiple regression.... rather multivariate analysis

[@shazmakanwal758]

@@KokabManzoor yes sir but in multivariate analysis which dependence technique I should used in spss(there are so many) while I wanted to find the effect of 1 independent variable on 3 dependent variables??

[@KokabManzoor]

@@shazmakanwal758 apply MANOVA

[@rinkikumari7196]

Good morning sir.. Sir can the significant value of constant in the coefficients table more than 0.000 mine it is coming .029 Is it ok or is there something wrong ?? Do reply

[@KokabManzoor]

0.00 means 0.029?? How??

[@naginakhan2814]

Yes, it is significant, your p value is less than .050 so. 029 is acceptable

[@mujtabahere8362]

Sir is me mediation or moderator b hon tb kese ho ga regression

[@KokabManzoor]

Mediation analysis pe alag sy video hy.. wo daik len

[@creativeminderz9188]

Sir when we will use Adjusted R squsre

[@KokabManzoor]

In research we usually don't discuss it in analysis... Adjusted R is discussed while addressing econometric problems

[@KokabManzoor]

In research we usually don't discuss it in analysis... Adjusted R is discussed while addressing econometric problems

[@arsalanar1]

Hello sir.

[@rabihaawan8347]

Sir g bat sunian

[@KokabManzoor]

Sunaaain..

[@snehasinghal4134]

Sir I have doubts regarding my result table....can u help me let u contact through any other social connect...so I can clear my doubts

[@KokabManzoor]

Sure... you can whats app at 0092 3338371767

[@manaranjan7938]

Thank you sir🙏

[@KokabManzoor]

@@manaranjan7938 welcome... kindly share these videos with others to help others in learning SPSS and data analysis

[@manaranjan7938]

Sure sir👍

[@excolenterprises6116]

Very good

[@alipachel7328]

In anova table if the significant value is

[@KokabManzoor]

It means your model is significant

[@Vlogsbyneha110]

Sir my results are not significant i am doing binary regression, what to do please guide me...I have to submit my thiesis