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.
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!
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.
Brother, if r is moderately correlated ( 0.534) but statistically significant (0.001) How? it means data is not correct or it is like a person (businessman ) is moderately dishonest but he is considered very pious (sorry to say this example) if the r value is 0.534 p-value maybe 0.04 not .000
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.
I was very impressed with your explanation👏 but my problem is how to come out with the table before analysis Pls if you can read my comment and ask me i will be over the moon
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
I have been going through numerous videos for a particular explanation until i came across this piece. This was well explained and for me the best explanatory video
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
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!
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.
Correlation is not for reliability and validity. You should use Alpha for reliability and perform EFA to calculate Convergent and Discriminant Validity.
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
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.
Dear Fawad, I have a data set, on one hand, 12 questions related to engaging and felt confident, and on the other hand 13 different statements about online activities. For example So Can I look item by item for correlation? If it is not clear I would like to email you or discuss it with you. It is so important for me. I appreciate if you could help me out
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
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.
@@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
Thank God I found you and thank you so much! all the complicated terms were perfectly and simply explained here. Now I feel more confident with my MBA thesis!
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)?
Brother, can we apply Correlation when variables are responded on 5 point Likert scale . For example, based on gender (dichotomous) of students, their likeness towards teaching staff (1-5 )
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 🙏🏼
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.
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
Hello, thank you for the video! :) However, I have a question for interpreting the results. I wrote a thesis and my hypothesis was « there is a significant relationship between brand image and masstige purchase intent ». I did Pearson’s Correlation and found a weak correlation (r = .273 and p < 0.001). Could you confirm that, even though the correlation is weak, my hypothesis is supported? And what would it concretely mean? Can I say that this is representative of my data or the population? I’m confused as to if I can give recommendations for masstige companies to work on brand image by only showing that there is a correlation. Could you please enlighten me?
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."
Negative means that there is an inverse relationship, higher experience in your study mean poor student performance. This could be possible, you will need to justify the relationship. Experienced teachers may not be able to bring out the best in students, as they may not try new ways of teaching.
Sir, I'm planning to conduct a study examining the influence of independent variables A, B, C, and D on dependent variable X. For this purpose, I have framed a questionnaire adopting questions developed by other researchers for each variable. Is it okay to do that? Please enlighten me on this issue.
Your videos are incredible, the way you teach is so clear, and you solely taught me the whole spss statistics. Huge thanks from me and my friends!!
Thank you. I am glad you liked it.
Literally, the way of teaching ❤️❤️❤️❤️ thank you so much sir. Gratitude and Respect from India🙏🏻
Most welcome!
This got me to the next step in my dissertation results section. Thank you so much.
Thanks. I am glad you liked it.
Thank you so much sir you explained it very smoothly and it is helping me a lot 👍
You are most welcome
Thanks you.
Your style of teaching is incredible.
Thank you.
i feel investing lakhs in university is a waste of money, actual learning are from these videos
Pleasure. I am glad you liked it. Please do share in your research circle.
Excellent presentation.thank you.
Glad it was helpful!
Thank you professor
Pleasure. I am glad you liked it.
Thank you so much for this. May I use this for my students to watch?
Thanks. I am glad you liked it. Sure, please do share the video.
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.
You may refer to any SPSS book. Like by Dail L Fields or Julie Palant.
Thank you for this
My pleasure!
Can you give correlation strength range citation and reference?
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
@@researchwithfawad
Thank you sir, yes correlation coefficient various were -1 to + 1.
P value is .009 it is significant plz tell
P value less than 0.05 is referred to as significant in Social Sciences.
@@researchwithfawad thanks
I don’t know why I’m paying university if you’re my only hope. I’m very grateful for this video and glad I found you. So helpful
Thanks. I am glad the video was helpful.
This is not a lecture. This is a Wonderful Piece of art. Thank you Dr. Fawad
Many thanks. You are very welcome. I am happy to know that the session was helpful.
You are such a good teacher. An ideal model of how a teacher should teach. Thank you so much
Wow, thank you!
You made complicated things simpler. I appreciate you for that.
Pleasure. I am glad you liked it.
You have explained this in a very lucid and simple language. The concept is clear now. Thanks a lot Sir
Thanks. I am glad you liked it.
Thanks so much! Very well explained
You're very welcome!
Thank you very much for you explanation, it was very helpful. By the time Ramadan Mubarak.
You are welcome. Jazak Allah.
Professor. Is checking for correlation among the variables, a requirement before doing cluster analysis using those variables?
I am not sure about cluster analysis. You may read about it.
Thank you so much for making it easy
Thanks for watching
Thank you Fawad, your videos are the best I've seen.
Pleasure. I am glad you liked it.
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!
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.
@@researchwithfawad Thank you so much for the quick and enlightening reply Sir! Truly helped me with my research!
Brother, if r is moderately correlated ( 0.534) but statistically significant (0.001) How? it means data is not correct or it is like a person (businessman ) is moderately dishonest but he is considered very pious (sorry to say this example) if the r value is 0.534 p-value maybe 0.04 not .000
There is a difference between strength and significance. Something that is moderately strong can be highly significant.
Thank you so much. I'm very grateful for this video. May Allah bless you always..aameenn..
You are most welcome
Please see your inbox. I have sent you an email. Khalid Javaid Anwer here - Your Roohani research student.
Please check your email.
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.
Thanks for watching. if by multiple correlation you mean multiple bivariate correlation analysis, then yes
great
Thanks you
Thanks for your explanation. You have been helpful to me in interpreting my correlation analysis.
Glad to help!
You are a life saver man♥️Thankyou so much, you have my respect
Thanks. I am glad you liked it.
I was very impressed with your explanation👏 but my problem is how to come out with the table before analysis
Pls if you can read my comment and ask me i will be over the moon
Thanks for watching. Please visit
researchwithfawad.com/index.php/lp-courses/data-analysis-using-spss/pearson-correlation-analysis-using-spss/
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
Thanks for watching. You can see any statistics book. Books.google.com can be a place to start.
Thank you very much for your video. Please how did you get your nominal variables to become scale variables ?
Which one please
I have been going through numerous videos for a particular explanation until i came across this piece. This was well explained and for me the best explanatory video
Glad it was helpful!
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
No. This doesn't mean the data is wrong. It is just that in that setting there is no relationship between the two variables.
Very enlightening !! Well-taught.. Perfect teaching !! THANK YOU SO MUCH !!
Thanks for watching.
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!
If you have a likert scale to measure the constructs, you can correlate them using Peason Correlation.
@@researchwithfawad thank you so much!
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.
Correlation is not for reliability and validity. You should use Alpha for reliability and perform EFA to calculate Convergent and Discriminant Validity.
@@researchwithfawad thank you sir. can Average Variance Extracted (AVE) be sufficient for testing Validity?
Thank you for this awesome video on using SPSS! I found it to be very helpful!
Thanks. I am glad you liked it
ASSALAM U ALAIKUM JAZAKAALLAH KHAIR VERY WELL EXPLAINED SIR STAY BLESSED AMEEN 🤲
Thanks. I am glad you liked it.
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
Thanks for watching. Please watch the videos
ua-cam.com/video/DMoQ9IT_aPQ/v-deo.html
ua-cam.com/video/PiafWyZxdSg/v-deo.html
excellent method. it was short concise and a great way to make others understand the concept of correlation.
Glad it was helpful!
Is there any videos to know direct and indirect and determination of coefficient using path analysis
No, not using SPSS
Truly a fantastic teacher. Awesome clarity and precision. Invaluable help to my research.
Thank you.
Ir r value is -0.11 and the significant value is .40 is it correct data
Yes the relationship is insignificant.
Well explained professor. I am really much obliged!
Pleasure. I am glad you liked it.
Dr. Fawad your content is a savior. Thankyou so much :)
So nice of you
Thank you so much for your tutorials ! They're so helpful and easy to follow! Your teaching style is simple yet effective!
Glad you like them!
Thanks a lot!!
You're welcome!
Dear sir
I am trying to install SMART PLS but after initial screen everything get disappears.
Can please help me
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.
@@researchwithfawad thanks
10:05 how to transform?
Sir, thankyou so much..... Cleared explaination .
You are most welcome
U are absolutely 💎 sir
May Allah increase ur knowledge manifolds and keep u healthy
Thanks l. Ameen. I am glad you liked it.
Excellent explanation!! I really enjoyed learning Pearson Corr via this video. Thank you!!
Glad you enjoyed it!
For Likert scale statements that are categorized as (Numeric-Ordinal), which correlation approach should I go with? Pearsons or Spearman?
Thanks for watching. Please use Spearman Correlation
@@researchwithfawad Thank you sir. Me and my friends always get instant help from you!
Pleasure. Do share in your circle.
This is very helpful.
Thank you for sharing.
Glad it was helpful!
Thank you so much. Brilliantly well explained
Glad you liked it
Dear Fawad, I have a data set, on one hand, 12 questions related to engaging and felt confident, and on the other hand 13 different statements about online activities. For example So Can I look item by item for correlation? If it is not clear I would like to email you or discuss it with you. It is so important for me. I appreciate if you could help me out
Hi. Here is my email
Kh.fawad83@gmail.com
@@researchwithfawad thank you Fawad, you are kind of you
I will email you soon
Negatively associated ky liy kon sa regression use kry gy kindly sir bata dy
Negative or positive, you will use regression if you want to assess variance in the DV based on 1 or more IV(s)
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
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.
@@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
This means you did not review the literature in detail.
Thank you. The reporting part is really helpful
Glad it was helpful!
I have a question… i give variables name like s.f 1,2,3 than which series i have to take for analysis plz ans as soon
Sorry I don't really understand the question. Variables are taken based on the analysis requirements.
@@researchwithfawad yeah but how u take average… i mean a variable consist of no of questtions than how u take whole variable
Take mean for each latent variable
For instance
mean(sf1,sf2,sf3)
You can do it in SPSS
Amazing
Thank you.
Thank God I found you and thank you so much! all the complicated terms were perfectly and simply explained here. Now I feel more confident with my MBA thesis!
Wonderful! Thank you.
HOW HAVE YOU TRANSFORMED THE VARIABLES I DIDN'T GET THAT
Please take the mean of the indicators for the construct.
Thank you for your explanation. Your explanation is superb. Keep up the good work sir
Thanks. I am glad you liked it
In the data sheet, all the data of LS, SE, JS etc are averaged or SD of them and put as LS, SE etc.
The variable are averaged.
@@researchwithfawad thank you
❤
Thanks. I am glad you liked the video.
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)?
Yes you can run correlation analysis to assess the significance and strength of relationship.
Helpful
Glad it helped
an extremely helpful and simple manner to explain a complex thing. thanks a lot
Glad it was helpful!
The best tutorial so far! Thank you so much, man!
Glad it helped!
Very informative and the way of explaining is good
Thank you so much 🙂
Brother, can we apply Correlation when variables are responded on 5 point Likert scale . For example, based on gender (dichotomous) of students, their likeness towards teaching staff (1-5 )
Yes you can with on Dichotomous and likert scale. Use Spearman Correlation
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 🙏🏼
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.
Ok.
I hope it was helpful.
😭😭😭 THANK YOU SO SO MUCH😊😊
Thanks. I am glad you liked it
Thank you so much for the tutorial. I found it very useful
Glad to hear that! Please do share in your research circle.
Halo Sir? how can i develop my own data set?
Hi
You can generate through R
Short and very useful presentations. Great work keep it p.
Glad you liked it
can we find corelation analysis with categorical variables?
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
Al Salam Alikum: is convergent validity is done through Pearson correlation? what is the acceptable level and how we use the Pearson critical values?
WAS. Please calculate AVE tp assess convergent validity.
Hello, thank you for the video! :) However, I have a question for interpreting the results. I wrote a thesis and my hypothesis was « there is a significant relationship between brand image and masstige purchase intent ». I did Pearson’s Correlation and found a weak correlation (r = .273 and p < 0.001). Could you confirm that, even though the correlation is weak, my hypothesis is supported? And what would it concretely mean? Can I say that this is representative of my data or the population? I’m confused as to if I can give recommendations for masstige companies to work on brand image by only showing that there is a correlation. Could you please enlighten me?
You hypothesis is supported as p value is less than 0.05
Thank you so much for the clear explanation of the stats. please, would you present the effect size concept? Tesfaye from Ethiopia
Pleasure. I am glad you liked it. Hopefully soon i can do a video on Effect Size.
Sir, how to report bi-serial correlation result
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."
sir me research kar rahi hn jis me teachers experience with student performance ka relation check karna hy to mere value negative arahi hy
Negative means that there is an inverse relationship, higher experience in your study mean poor student performance. This could be possible, you will need to justify the relationship. Experienced teachers may not be able to bring out the best in students, as they may not try new ways of teaching.
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.
Thanks. I am glad you liked it. Here is an introductory SPSS video that may help.
ua-cam.com/video/dfzr-SaE1l4/v-deo.html
Such a informative channel
Glad you think so!
Sir one question.. Sir Pearson tb use hota hai when we have two interval Or continue data.. Sir phr one dictomou kasy thn aa sikhta hai
You can use bivariate correlation with Continuous data with a dichotomous variable with 0/1.
Thank you sir. It helped me a lot
Thanks. I am glad you liked it
seriously ap ny kamal ka smjhaya hy 👌🏻
Thanks. I am glad you liked it,
Sir, I'm planning to conduct a study examining the influence of independent variables A, B, C, and D on dependent variable X. For this purpose, I have framed a questionnaire adopting questions developed by other researchers for each variable. Is it okay to do that? Please enlighten me on this issue.
Yes, this is fine.
im scared if id fall in love with research because of u sir! Thank you so much for this! you literally saved me. an excellent video!
Thanks. I am glad you liked it.
Beautifully explained. I am indebted!
Glad it was helpful!
Indeed is very informative. Good bless you.
Glad you liked it.
Excellent sir 👌☺️
Thanks. I am glad you liked it
Outstanding sir .....♥️
So nice of you
Masha Allah. Thank you very much for this tutorial. Very helpful
Thanks for liking
kindly thori help chaheay ap sy
Please refer to my comment on your other post.