Pearson Correlation Analysis using SPSS - Running, Interpreting, and Reporting

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Pleasure. I am glad you liked it. Please do share in your research circle.

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Thank you.

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[@researchwithfawad]

Glad you like them!

[@serapbayhan2063]

Very enlightening !! Well-taught.. Perfect teaching !! THANK YOU SO MUCH !!

[@researchwithfawad]

Thanks for watching.

[@DeysBangalore]

Thank you so much sir you explained it very smoothly and it is helping me a lot 👍

[@researchwithfawad]

You are most welcome

[@DrPsychlops]

This got me to the next step in my dissertation results section. Thank you so much.

[@researchwithfawad]

Thanks. I am glad you liked it.

[@rdebrah]

Thanks for your explanation. You have been helpful to me in interpreting my correlation analysis.

[@researchwithfawad]

Glad to help!

[@marwanf17]

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[@researchwithfawad]

Thank you.

[@kalukeru]

You have explained this in a very lucid and simple language. The concept is clear now. Thanks a lot Sir

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Thanks l. Ameen. I am glad you liked it.

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[@researchwithfawad]

Thanks. I am glad you liked it,

[@farooqislam47]

excellent method. it was short concise and a great way to make others understand the concept of correlation.

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Glad it was helpful!

[@saliknazir4768]

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Glad it was helpful!

[@parinayamjal5768]

Excellent explanation!! I really enjoyed learning Pearson Corr via this video. Thank you!!

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[@adeenaahmednoor3246]

an extremely helpful and simple manner to explain a complex thing. thanks a lot

[@researchwithfawad]

Glad it was helpful!

[@superfungrandmajenny1269]

Thank you for this awesome video on using SPSS! I found it to be very helpful!

[@researchwithfawad]

Thanks. I am glad you liked it

[@dilberishova9832]

Thank you very much for you explanation, it was very helpful. By the time Ramadan Mubarak.

[@researchwithfawad]

You are welcome. Jazak Allah.

[@hanankhalifa2589]

Thank you. The reporting part is really helpful

[@researchwithfawad]

Glad it was helpful!

[@asupriya808]

Sir, thankyou so much..... Cleared explaination .

[@researchwithfawad]

You are most welcome

[@sharjeelahmed2914]

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Thank you so much. I'm very grateful for this video. May Allah bless you always..aameenn..

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You are most welcome

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Thank you so much for making it easy

[@researchwithfawad]

Thanks for watching

[@mohdmushtaq6891]

Very informative and the way of explaining is good

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Thank you so much 🙂

[@noureddineatouf2908]

Well explained professor. I am really much obliged!

[@researchwithfawad]

Pleasure. I am glad you liked it.

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[@emaaneemaane7emaaneemaane7]

ASSALAM U ALAIKUM JAZAKAALLAH KHAIR VERY WELL EXPLAINED SIR STAY BLESSED AMEEN 🤲

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[@eyerusm721]

Well explained 👏 many thanks 😊

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My pleasure 😊

[@AKSHEHU2012]

Masha Allah. Thank you very much for this tutorial. Very helpful

[@researchwithfawad]

Thanks for liking

[@yudhaaswardani6919]

Thank you for your explanation. Your explanation is superb. Keep up the good work sir

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[@Sunshine-lg7qm]

Thank you sir. It helped me a lot

[@researchwithfawad]

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[@markjoshuapron2883]

Good day! Our research statement of the problem goes like this: 2. What is the level of financial literacy of the students in terms of: A. Savings B. Budgeting C. Investing 3. What is the students' consideration in their purchasing decisions in terms of : A. Social B. Economic C. Psychological aspects We used a 4-point likert scale for the questionnaire and we also used weighted mean for this. If we are to correlate these two variables using pearson correlation, how can we do it since there are factor isolating questions in each statement of the problem? Would really be glad for your help. Thank you so much!

[@researchwithfawad]

If you have a likert scale to measure the constructs, you can correlate them using Peason Correlation.

[@markjoshuapron2883]

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[@lisatsakani4702]

Thank you so much for the tutorial. I found it very useful

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Glad to hear that! Please do share in your research circle.

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Thank you professor

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Nice explanation sir

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Thank you very much sir

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[@Learningroom08]

Thank you very much for your video. Please how did you get your nominal variables to become scale variables ?

[@researchwithfawad]

Which one please

[@rrre4768]

In the data sheet, all the data of LS, SE, JS etc are averaged or SD of them and put as LS, SE etc.

[@researchwithfawad]

The variable are averaged.

[@rrre4768]

@@researchwithfawad thank you

[@tilahunzeleke8871]

Thanks a lot!!

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You're welcome!

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Thank you so much for this. May I use this for my students to watch?

[@researchwithfawad]

Thanks. I am glad you liked it. Sure, please do share the video.

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Amazing

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Thank you.

[@theregflerm7177]

This is great. Thank you

[@researchwithfawad]

Thanks. I am glad you liked it.

[@rabiyashah3882]

13:21 which one is less than.05 and how ? Anyone

[@researchwithfawad]

Please check the Sig.

[@marsimoiigabisaaa8993]

Thank you so much for the clear explanation of the stats. please, would you present the effect size concept? Tesfaye from Ethiopia

[@researchwithfawad]

Pleasure. I am glad you liked it. Hopefully soon i can do a video on Effect Size.

[@mercykadenyi257]

Thank you for this

[@researchwithfawad]

My pleasure!

[@sophiabajracharyapradhan7728]

Helpful

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Glad it helped

[@rathinabala8166]

Is there any videos to know direct and indirect and determination of coefficient using path analysis

[@researchwithfawad]

No, not using SPSS

[@gt8848]

I have been looking for opportunity for a while now. Thank you for the clear presentation. However, I like to ask for knowledge sake. Please is multiple correlation analysis the same thing as correlation matrix you talked about in this video.

[@researchwithfawad]

Thanks for watching. if by multiple correlation you mean multiple bivariate correlation analysis, then yes

[@audreyziqi4227]

Hi Sir, I would like to ask for the data set shown in the video, what are the values for SL1, SL2 and so on referring to? Is it Likert Scale from Strongly Disagree to Strongly Agree? And are there any videos demonstrating how to transform the variables at 10:06? Thank you so much!

[@researchwithfawad]

Thanks for the query. yes, the item response scale was a likert scale. The items (SL1 to SL7) were transformed (Mean Score was taken). You can do it by going into the Transform -> Computer Variable and then take the mean for the variable. As for the data, i am afraid the data is part of an ongoing study and cannot be shared.

[@audreyziqi4227]

@@researchwithfawad Thank you so much for the quick and enlightening reply Sir! Truly helped me with my research!

[@rinreborn7364]

10:05 how to transform?

[@researchwithfawad]

Thanks for watching.

[@nadyaali9692]

Hello thank you so much for explaining this! Can I know from what source the correlation coefficient table that helps us interpret the correlation is from? I would like to find it so that I can cite it as well.

[@researchwithfawad]

You may refer to any SPSS book. Like by Dail L Fields or Julie Palant.

[@deepikamishra7363]

Sir, how to interpret the pearson’s correlation value of a dichotomous and a scale variable?

[@researchwithfawad]

Let's say we have a correlation value of 0.70 between JS and Gender (0: Male, 1: Female). This shows female respondents have higher JS in comparison to male.

[@tracy-leesam5176]

Hi thank you for this it is really helpful, is there anyway I could get the source of where you got the persons strength table, I'm struggling to find one 1 can reference

[@researchwithfawad]

Thanks for watching. You can see any statistics book. Books.google.com can be a place to start.

[@erumshahzadi5070]

Can u explain t.test interpretation or t value interpretation plz

[@researchwithfawad]

In simple words, t value is a statistics used to assess significance, if over 1.96, the relationship is significant.

[@erumshahzadi5070]

@@researchwithfawad plz upload detailed tutorial of t test

[@romnickalfonso8351]

Thank you💕

[@researchwithfawad]

Thanks. I am glad you liked it

[@SirFayez1]

VERY ENJOYABLE LESSON MY ALLAH BLESS YOU

[@researchwithfawad]

Thanks. I am glad you liked it. Ameen

[@SirFayez1]

@@researchwithfawad I enjoyed it more than I liked it. My final SPSS exam is this coming Saturday, and watching your videos made everything easy for me I am about to make a zoom meeting with my colleagues to do a final revision, and this helped me more than you think thank you, brother

[@researchwithfawad]

Thank for your appreciation. Please do share it in your research circle. You may visit my website for other tutorials/lecture notes www.researchwithfawad.com

[@Exiled78]

For Likert scale statements that are categorized as (Numeric-Ordinal), which correlation approach should I go with? Pearsons or Spearman?

[@researchwithfawad]

Thanks for watching. Please use Spearman Correlation

[@Exiled78]

@@researchwithfawad Thank you sir. Me and my friends always get instant help from you!

[@researchwithfawad]

Pleasure. Do share in your circle.

[@chefberrypassionateresearcher]

Professor. Is checking for correlation among the variables, a requirement before doing cluster analysis using those variables?

[@researchwithfawad]

I am not sure about cluster analysis. You may read about it.

[@ayesharehman9448]

In reporting your analysis, what is JS, and how did you re-arrange the table?

[@researchwithfawad]

JS: Job Satisfaction As for formatting, please refer to video content after 15 Minutes

[@valley-of-paradise1]

can we find corelation analysis with categorical variables?

[@researchwithfawad]

Yes, if the categorical variable is ordinal use Spearman Rank Correlation, if it has two categories and the other variable is continuous, you can use Pearson

[@joshuaoluga4770]

Very clear guidance. however, may be there was a need for the facilitator to through more light on how to enter data into SPSS for analysis.

[@researchwithfawad]

Thanks. I am glad you liked it. Here is an introductory SPSS video that may help. kzbin.info/www/bejne/mpfdo2CJlqpkopY

[@healthiswealth5120]

Sir, how to report bi-serial correlation result

[@researchwithfawad]

Here is a sample "An analysis was conducted to investigate the relationship between gender and test scores among high school students. The bi-serial correlation coefficient was calculated to assess the strength and direction of the association. The results revealed a positive bi-serial correlation of 0.35 (p < 0.001), indicating a moderate positive relationship between gender and test scores. Male students tended to have slightly higher test scores compared to female students. These findings suggest that gender may play a role in academic performance among high school students, although other factors may also be at play."

[@aniqachand6306]

Negatively associated ky liy kon sa regression use kry gy kindly sir bata dy

[@researchwithfawad]

Negative or positive, you will use regression if you want to assess variance in the DV based on 1 or more IV(s)

[@gracefolorunsho1815]

Thank for this video. How do I calculate correlation between two different groups with multiple variables? Also can I make a graph for this analysis? Thanks

[@researchwithfawad]

Thanks for watching. Please watch the videos kzbin.info/www/bejne/en7Sgmx_icSUhrM kzbin.info/www/bejne/hprEl4qvj92Xick

[@ProTech_2023]

I have two factors; temperature (15,25), and Feed ( 1-4). What i want to know is, can i run correlation analysis to rest the relationship of either of the factors with dependent variable (weight gain, Length, etc)?

[@researchwithfawad]

Yes you can run correlation analysis to assess the significance and strength of relationship.

[@hasnaahassout5295]

Thank you so much sir, i have 5 variables. But i only found one significant correlation between 2 variables. And others no. Is it ok or is what I m doing wrong. And thank you so much

[@researchwithfawad]

Pleasure. I am glad you liked it. If most of the relationships and insignificant, you need a thorough justification for it. Otherwise, it may seem that the model was not developed after critical thinking.

[@hasnaahassout5295]

@@researchwithfawad thank you for you reponse sir. But I didn't understand what you mean by the last point you said (it may seem that the model was not developed after critical thinking). Thank you again

[@researchwithfawad]

This means you did not review the literature in detail.

[@tusharvchaudhari]

Dear sir I am trying to install SMART PLS but after initial screen everything get disappears. Can please help me

[@researchwithfawad]

This may be an issue with your system as i haven't encountered such issue. You may also try downloading the software again or try 8t on another system.

[@tusharvchaudhari]

@@researchwithfawad thanks

[@anastark]

Hello, sir, I am a MBA student conducting a research study. I do really need your help. In the mins 10:07, you mentioned that you had already transform the variables (SL, SE, JS, LS), so how’s you did that? Is that the mean score from overall variables? Please kindly explain, sir! As I don’t catch up with this part 🙏🏼

[@researchwithfawad]

You can do it in SPSS. You will need to take the sum of the individual items. Let say, i have Organizational Commitment measured using 4 items COM1, COM2, COM3, COM4 If you have it in SPSS, Go to Transform -> Compute Variable In the Target Variable Enter the Name of the New Variable that is to be created based on taking the average, let say COMM. In the numeric expression type in Mean(COM1, COM2, COM3, COM4) Press OK. The new variable is created at the end of the Data View and is also visit in the variable view. You have now composite score for each respondent that you can use in regression.

[@UsmanMehmood-b3l]

Sir i am writing my thesis while using the Process model 7 in SPSS. Im only using Spss. I have performed Pearson Correlation in the "Reliability and Validity analysis" section. is there any other test that i need to perform in this section? I only have 1IV, 1DV, 1MED, 1MOD (my model looks exactly like a basic Hayes model 7). Please help.

[@researchwithfawad]

Correlation is not for reliability and validity. You should use Alpha for reliability and perform EFA to calculate Convergent and Discriminant Validity.

[@UsmanMehmood-b3l]

@@researchwithfawad thank you sir. can Average Variance Extracted (AVE) be sufficient for testing Validity?

[@anaghanarayanan5349]

Ir r value is -0.11 and the significant value is .40 is it correct data

[@researchwithfawad]

Yes the relationship is insignificant.

[@riseblair1398]

When I have made a correlation study between job satisfaction and self awareness of emotional intelligence sig value is greater than 0.05 it means my data wrong

[@researchwithfawad]

No. This doesn't mean the data is wrong. It is just that in that setting there is no relationship between the two variables.

[@genuiskids3362]

Al Salam Alikum: is convergent validity is done through Pearson correlation? what is the acceptable level and how we use the Pearson critical values?

[@researchwithfawad]

WAS. Please calculate AVE tp assess convergent validity.

[@FunFlicks-v7p]

Can you give correlation strength range citation and reference?

[@researchwithfawad]

Please refer to this paper The correlation coefficient: Its values range between+ 1/− 1, or do they? link.springer.com/article/10.1057/jt.2009.5

[@FunFlicks-v7p]

@@researchwithfawad Thank you sir, yes correlation coefficient various were -1 to + 1.