![Research With Fawad](/img/default-banner.jpg)
- 578
- 5 097 673
Research With Fawad
Pakistan
Registrace 1. 07. 2015
The channel is dedicated to empowering research scholars with essential tools and techniques for success. Whether you're diving into Business and Management Research or exploring other social sciences fields, we’ve got you covered.
- In-Depth Tutorials: Learn how to effectively analyze data using SPSS, AMOS, SMARTPLS4, and other leading software.
- Literature Review Tools: Discover how to efficiently use tools like Google Scholar, QDA Miner Lite, and Mendeley to craft comprehensive literature reviews.
- Research Paper Mastery: Get expert guidance on writing high-quality research papers and theses that stand out.
The channel provides clear, step-by-step tutorials and practical advice to help you excel in your research journey.
#ResearchWithFawad #ResearchCoach #FawadLatif #SocialSciencesResearch #BusinessResearch #DataAnalysis #SPSS #AMOS #SMARTPLS #LiteratureReview #AcademicWriting #ResearchPapers #GoogleScholar #QDAMinerLite #Mendeley #ResearchTools
- In-Depth Tutorials: Learn how to effectively analyze data using SPSS, AMOS, SMARTPLS4, and other leading software.
- Literature Review Tools: Discover how to efficiently use tools like Google Scholar, QDA Miner Lite, and Mendeley to craft comprehensive literature reviews.
- Research Paper Mastery: Get expert guidance on writing high-quality research papers and theses that stand out.
The channel provides clear, step-by-step tutorials and practical advice to help you excel in your research journey.
#ResearchWithFawad #ResearchCoach #FawadLatif #SocialSciencesResearch #BusinessResearch #DataAnalysis #SPSS #AMOS #SMARTPLS #LiteratureReview #AcademicWriting #ResearchPapers #GoogleScholar #QDAMinerLite #Mendeley #ResearchTools
Structure and Format of Data Analysis and Results using #SmartPLS4 (See Description)
Learn to Structure and Format your Paper/Thesis when using SmartPLS4.
Videos for Each Step
Data Screening and Cleaning
czcams.com/video/tyEThb6aZ3M/video.html
Demographic Profile of Respondents
czcams.com/video/bfaNq4daGyg/video.html
Measurement Model Assessment:
Design: czcams.com/video/CAeuAL4gf7Y/video.html
Assessment: czcams.com/video/SXRt_S8Y9tA/video.html
Reporting: czcams.com/video/7s3W2l8cslw/video.html
Higher Order
Reflective-Reflective:
Assessment: czcams.com/video/8IeDw5qMWTY/video.html
Reporting: czcams.com/video/ueraNXSjbEc/video.html
Reflective-Formative
czcams.com/video/OrBGwmsmz78/video.html
Structural Model
Assessment:
czcams.com/video/7COfNQJKPwU/video.html
czcams.com/video/khAH9f_xpRY/video.html
Reporting:
czcams.com/video/rCMWcNJLUr4/video.html
Moderation:
Simple Moderation: czcams.com/video/isVAxbA5DOE/video.html
With HOCs: czcams.com/video/OB_k10l0oIs/video.html
Reporting: czcams.com/video/rmtSkztF9lM/video.html
Mediation:
Simple: czcams.com/video/XkXHJNz9JUk/video.html
With Multiple Mediators: czcams.com/video/Ujpa3HeR-bY/video.html
Reporting: czcams.com/video/OSqI3a7vhaI/video.html
R-Sq: czcams.com/video/jN2KFy35178/video.html
Q-Sq czcams.com/video/OONQ6nhwt0s/video.html
Do you have any questions, tips, or ideas? Let me know in the comments section below!
About:
Research With Fawad is a Research initiative to help young and early career research learn the research tools and techniques. It is an initiative to share research knowledge and help researchers learn to research the easy way.
Learn more about Research With Fawad at www.researchwithfawad.com.
#Research #Reporting #SmartPLS4
Videos for Each Step
Data Screening and Cleaning
czcams.com/video/tyEThb6aZ3M/video.html
Demographic Profile of Respondents
czcams.com/video/bfaNq4daGyg/video.html
Measurement Model Assessment:
Design: czcams.com/video/CAeuAL4gf7Y/video.html
Assessment: czcams.com/video/SXRt_S8Y9tA/video.html
Reporting: czcams.com/video/7s3W2l8cslw/video.html
Higher Order
Reflective-Reflective:
Assessment: czcams.com/video/8IeDw5qMWTY/video.html
Reporting: czcams.com/video/ueraNXSjbEc/video.html
Reflective-Formative
czcams.com/video/OrBGwmsmz78/video.html
Structural Model
Assessment:
czcams.com/video/7COfNQJKPwU/video.html
czcams.com/video/khAH9f_xpRY/video.html
Reporting:
czcams.com/video/rCMWcNJLUr4/video.html
Moderation:
Simple Moderation: czcams.com/video/isVAxbA5DOE/video.html
With HOCs: czcams.com/video/OB_k10l0oIs/video.html
Reporting: czcams.com/video/rmtSkztF9lM/video.html
Mediation:
Simple: czcams.com/video/XkXHJNz9JUk/video.html
With Multiple Mediators: czcams.com/video/Ujpa3HeR-bY/video.html
Reporting: czcams.com/video/OSqI3a7vhaI/video.html
R-Sq: czcams.com/video/jN2KFy35178/video.html
Q-Sq czcams.com/video/OONQ6nhwt0s/video.html
Do you have any questions, tips, or ideas? Let me know in the comments section below!
About:
Research With Fawad is a Research initiative to help young and early career research learn the research tools and techniques. It is an initiative to share research knowledge and help researchers learn to research the easy way.
Learn more about Research With Fawad at www.researchwithfawad.com.
#Research #Reporting #SmartPLS4
zhlédnutí: 366
Video
Mediation using PLS SEM Concept, Theory, Search and Perform using SmartPLS4
zhlédnutí 425Před dnem
In this comprehensive tutorial, we delve into the world of mediation analysis using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4. This video is designed for researchers, data analysts, and students who are keen on understanding and applying mediation concepts within PLS-SEM frameworks. The video starts by exploring the foundational concepts and theoretical underp...
How to Convert a Continuous Variable in to a Categorical Variable using SPSS?
zhlédnutí 237Před 14 dny
In this video, we explore the process of converting a continuous variable into a categorical variable using SPSS. Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a Research initiative to help young and early career research learn the research tools and techniques. It is an initiative to share research knowledge and help researc...
Combined use of IPMA and NCA using #SmartPLS4
zhlédnutí 235Před 14 dny
Combined use of IPMA and NCA using #SmartPLS4 Learn the combined use of Importance Performance Map Analysis (IPMA) with Necessary Condition Analysis (NCA) using SmartPLS. Do you have any questions, tips, or ideas? Let me know in the comments section below! Importance Performance Map Analysis (IPMA): czcams.com/video/6c2_9i4CAgQ/video.html Necessary Condition Analysis: czcams.com/video/dJejEE72i...
Stepwise Interpretation of Moderation Results using #SmartPLS4
zhlédnutí 383Před 14 dny
In this comprehensive tutorial titled "Stepwise Interpretation of Moderation Results using SmartPLS4," we guide you through the process of interpreting moderation results in SmartPLS4, a powerful tool for Partial Least Squares Structural Equation Modeling (PLS-SEM). In this video, you'll learn: Understanding Moderation: An overview of what moderation is and why it's important in your research. ...
How to Structure the Literature Review in a Research Paper/Thesis?
zhlédnutí 841Před 14 dny
In this comprehensive guide, you'll learn the essential steps to effectively structure and format a literature review for your research paper or thesis. What to Write in the Literature Review czcams.com/video/t80f0jp7I-U/video.html Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a Research initiative to help young and early car...
How would I know if my research model is good enough?
zhlédnutí 810Před 14 dny
In this insightful video, "How Would I Know if My Model is Good Enough?" we delve into the critical elements that determine the strength and contributions of your research model. Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a Research initiative to help young and early career research learn the research tools and techniques....
Convergent and Discriminant Validity using SmartPLS4 - Concepts - Analysis - Issues
zhlédnutí 266Před 21 dnem
Learn to understand Convergent and Discriminant Validity using SmartPLS4 with specific focus on the Concepts, Analysis, and how to deal with the Issues pertinent to establishing the convergent and discriminant validity. Resources: Concept of Validity czcams.com/video/0RIoninPQgQ/video.html Convergent Validity: czcams.com/video/pgTIk6-1VTE/video.html Discriminant Validity czcams.com/video/xCBiQI...
Categorical Predictor Variables in Regression using #SPSS
zhlédnutí 484Před měsícem
Learn to use Categorical Predictor Variables in Regression using SPSS. Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a Research initiative to help young and early career researchers learn the research tools and techniques. It is an initiative to share research knowledge and help researchers learn to research the easy way. Lea...
How did they do it? Sample Model Analysis using SmartPLS4
zhlédnutí 831Před měsícem
Learn by example. In this video, the focus is on a practical demonstration of how to use SmartPLS for analysis using a survey dataset from Data in Brief. Journal Link: www.sciencedirect.com/journal/data-in-brief Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a research initiative to help young and early career researchers lear...
Singular Matrix Problem in SmartPLS4
zhlédnutí 805Před 2 měsíci
Learn how to deal with Singular Matrix Problem in SmartPLS4 Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a Research initiative to help young and early career research learn the research tools and techniques. It is an initiative to share research knowledge and help researchers learn to research the easy way. Learn more about ...
Creating Dummy and Composite Variables in SPSS and Excel
zhlédnutí 282Před 2 měsíci
Learn how to create dummy variables and composite variables using SPSS and Microsoft Excel. Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a research initiative to help young and early career researchers learn research tools and techniques. It is an initiative to share research knowledge and help researchers learn to research ...
Binary Logistic Regression Analysis using SmartPLS: How to Run, and Interpret the Results.
zhlédnutí 743Před 2 měsíci
A step-by-step guide to help understand how to run and interpret the output of Binary Logistic Regression using SmartPLS4. Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a research initiative to help young and early career research learn research tools and techniques. It is an initiative to share research knowledge and help re...
Regression Analysis: Assumptions, Interpretation, and Reporting in #SPSS with AI
zhlédnutí 2,1KPřed 2 měsíci
In this video, we will discuss regression analysis with assumptions, interpretation, and reporting in SPSS with AI. Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a Research initiative to help young and early career research learn the research tools and techniques. It is an initiative to share research knowledge and help resea...
How to Report Moderation Analysis Results from SPSS
zhlédnutí 1,3KPřed 2 měsíci
In this video, the focus is on learning how to report moderation analysis results from SPSS. The tutorial further discusses how to perform slope analysis and interpret the moderation slope. Do you have any questions, tips, or ideas? Let me know in the comments section below! About: Research With Fawad is a research initiative to help young and early career research learn the research tools and ...
Statistics for Research - 37 - Moderation Analysis using SPSS with Continuous Variables
zhlédnutí 1,1KPřed 3 měsíci
Statistics for Research - 37 - Moderation Analysis using SPSS with Continuous Variables
Julius.ai for Advance Data Analysis and Insights
zhlédnutí 962Před 3 měsíci
Julius.ai for Advance Data Analysis and Insights
Introducing Julius.ai for Data Screening
zhlédnutí 629Před 3 měsíci
Introducing Julius.ai for Data Screening
Introducing Julius.ai - Your Data Analysis Companion - Chat with your Data Files
zhlédnutí 1,8KPřed 3 měsíci
Introducing Julius.ai - Your Data Analysis Companion - Chat with your Data Files
Statistics for Social Science - Lesson 36 - R Commander for Regression Analysis
zhlédnutí 296Před 3 měsíci
Statistics for Social Science - Lesson 36 - R Commander for Regression Analysis
Conceptualize, Analyze, and Interpret Discriminant Validity using #SmartPLS4
zhlédnutí 567Před 4 měsíci
Conceptualize, Analyze, and Interpret Discriminant Validity using #SmartPLS4
How do SmartPLS4 CB-SEM Model Results Compare with AMOS?
zhlédnutí 292Před 4 měsíci
How do SmartPLS4 CB-SEM Model Results Compare with AMOS?
How to use Control Variables in SmartPLS4?
zhlédnutí 2KPřed 4 měsíci
How to use Control Variables in SmartPLS4?
How to use #ChatGPT to Learn #Moderation Analysis using Hayes Process Macro in SPSS
zhlédnutí 641Před 4 měsíci
How to use #ChatGPT to Learn #Moderation Analysis using Hayes Process Macro in SPSS
Statistics for Social Sciences: How to use R Commander for Correlation Analysis
zhlédnutí 261Před 4 měsíci
Statistics for Social Sciences: How to use R Commander for Correlation Analysis
Understanding Theoretical and Conceptual Framework - Different, Similar, or Complementary
zhlédnutí 1,1KPřed 5 měsíci
Understanding Theoretical and Conceptual Framework - Different, Similar, or Complementary
A Comprehensive Guide to Necessary Condition Analysis using PLS SEM SmartPLS4
zhlédnutí 781Před 5 měsíci
A Comprehensive Guide to Necessary Condition Analysis using PLS SEM SmartPLS4
Importance Performance MAP Analysis using #SmartPLS4
zhlédnutí 1,1KPřed 6 měsíci
Importance Performance MAP Analysis using #SmartPLS4
NCA with Formative (Higher Order) Construct using #SmartPLS4
zhlédnutí 390Před 6 měsíci
NCA with Formative (Higher Order) Construct using #SmartPLS4
What if the condition is not necessary? NCA using PLS-SEM in #SmartPLS4
zhlédnutí 467Před 6 měsíci
What if the condition is not necessary? NCA using PLS-SEM in #SmartPLS4
Excellent video. Can I get the dataset used in the video for self practice?
Sir, for residual normality testing using the P-P plot method, is the moderator variable also placed in the 'Independent(s)' box?
Yes you can do that.
Thank you so much for your video, sir. However, I am wondering how can we increase size and resolution (pixel) of the plot in this case ? Would you please explain it to me.
I am afraid you will have to read more on plots in R for that.
@@researchwithfawad thank you sir. I am glad to hear from you
I am a Chinese master student struggling for my thesis, appreciating for your sharing and reply , It helps me a lot!!
Thanks for watching.
dear professor,in your paper ,in the part of mutiple group analysis, you said " The findings revealed that all the differences were found significant (the difference in the impact of USR on ST was partially significant). " I wonder if "partially significant " means the p value(0.052 in your result) is more than 0.05 and below 0.1? Looking forward to your reply!
Yes it is less than 0.10
Hi Professor, thank you for your videos and explanations! Please, I have a question regarding this.. Can I use (traditional/original) PLS algorithm for evaluate the measurement model and consistent PLS algorithm to evaluate the structural model at the same time? Due to I have an issue with the Fornel and Larcker DV using consistent PLS algorithm.. But when I checked it using the original/traditional ones, the results were good.. And for other analyses, the results were also good using consistent PLS algorithm.. Thank you for your response!
Use Normal PLS Algorithm.
@@researchwithfawad Thank you so much for your responses, Professor. That means it's not possible to use Normal PLS algorithm (for measurement model) and Consistent PLS algorithm (for structural model) at the same time? 🙏
Thank you very much Dr. Fawad for the excellent explanation! Could you please share relevant reference supporting the decision to accept Average Variance Extracted (AVE) <0.50 when the Internal Consistency Reliability (Cronbach’s Alpha, Reliability ρA, Composite Reliability ρC) are >0.70? Appreciating your response.
Please use Fornell and Larcker (1981) suggested that a construct’s convergent validity is still adequate if it has AVE less than 0.50, but CR above 0.60. Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. doi.org/10.1177/002224378101800104
@@researchwithfawad Thank you very much Dr. Fawad. That was very helpful!
dear professor,in my model ,One is more than 0 but other 4 are below 0. should I report it ? Thanks for your reply.
Better not to report it.
Thank you Sir. vis itpro duc tsi te dotb logs potd otc om
Welcome
When the research model is a higher-order construct (reflective-reflective), how about determining a predictor? for example the second order construct have 13 dimensions
Better to consider the LOCs. But try to focus on the recommendations that can be attained like the one by Roscoe.
Thank you for breaking down reporting of measurement model in such a clear and concise way. I've been struggling with this section of my thesis, but your video really cleared things up for me. Keep up the great work!
Glad it was helpful!
A.o.a Sir, for parallel mediation do we have to add mediators separately or together in the mediators column and would the Model 4 be used
Please watch the video.
Wonderful information, u hv provided-thank u so much. I really enjoyed it.
Thanks for watching.
Hello, would one need to do a bonferroni correction for the analysis performed in the video?
Yes, if there are multiple comparisons.
@@researchwithfawad So for one analysis with four groups that counts as multiple comparisons and the program doesn’t automatically correct for it?
Thank you Sir. vis itpro duc tsi te dotb logs potd otc om
Thanks for watching.
Wonderful tutorial!
Thank you!
Thank you sir. Can we get the standardized coefficient of this estimand? How?
Thanks for watching. You may have to check the results with and without checking the standardized estimates from the output.
sir, why you took intrinsic rewards and personality traits as moderators in between Independent variables and Mediating varibles in the new model because in the furture direction it suggest that we could take these variables in between green HRM and proactive pro-environmental performance i.e., P-EP.... sir, if it is possible then please give answer of this question.
It was an example based on recommendations of existing research. You may change if you have theoretical support.
i thought HTMT need to <0.9?
Yes, it can be 0.90, which is a more liberal approach.
Thank you so much sir!!!
Thanks for watching
This is a wonderful teacher
Thanks for watching.
Thank you Sir, but I got a question here, I have observed that you are using one-tailed method while mediation analysis, what is the reasons behind it, and when to use one-tailed and when to use two-tailed, please explain.
I know the possible direction of relationship.
Greetings Dr. I have adopted questionnaire items from well-established studies and I have translated the questionnaire to Malay Language through the use of certified translators. My question is, should I conduct EFA? Or can I just proceed with the analysis in PLS-SEM?
Thanks for watching. It is not required.
Dear dr.My measurement model 's Alpha is 0.697. If I Should report it ? If I report it ,is there some papers to cite?Thanks for your response.
It is acceptable, you can report CR with it, that will be over 0.70.
Dear Fawad, Thank you very much for your videos. I have a doubt. How did you get t= 5,583 for the indirect effect? I don´t see this value in the tables, and I don´t know where does it come from.
Thanks for watching. Divide the effect size by standard error.
@@researchwithfawad Thank you very much for your quick and clear answer!
My model consists of a higher-order construct IV (with 3 lower-order constructs). So before running any mediation or moderation tests, should I've to form the composite score of this higher-order construct using the 3 lower-order ones?
You can directly calculate the mean score for the moderating variable by taking the mean of all items and then use it.
I DID NOT KNOW THIS EXISTS?! You just made my work easier thank you so much 🥹
You're welcome!!
I am following the video and my model got unidentified
Check if each construct has at least 1 fixed parameter.
Thanks
Welcome
Greetings sir I have two questionnaire 43 statements and 25 statements respectively And in both I got sample of 490 and 320 sample respectively Is my sample good enough ?
Please watch the video
Asalamualikum sir, How do we report the moderation analysis results of a multi-group data set, but mga bootstrap results, the influence of moderator in one group is positive and vice versa?
If there are significant differences in the two groups, then there is moderation and you may report it as significant moderating effect.
Good day, sir. I would like to ask if there is a serial mediation effect, when direct effect of X on Y is not significant, but my indirect effects and total effect are all significant. I have another situation which is when my direct and total effect are significant, but one of my indirect effect is not significant while others are significant, is this still considered as serial mediation (partial or full mediation)?
Yes there is mediation in both cases.
Sir, Can the standardised regression weight be above 1.0 and is it right to report that? Thank you!
Please watch czcams.com/video/tK9u0EnJe_I/video.html
Thanks so much
You're welcome!
Dear Prof. Fawad, may I know is the procedure remains the same for a reflective-reflective construct?
Please watch czcams.com/video/8IeDw5qMWTY/video.html
how would you amend this if your indirect effect was insignificant?
Instead of significant write insignificant and no need to check for type of mediation.
Good job 👍👍👍👍
Thank you so much 😀
Dr. Fawad, may I ask if you don't mind. I am trying to create my own model just for practice. Let's say I want to use the UTAUT 2 model in assessing the adoption of web portal enhancement in the university, however most of the references that uses the UTAUT model are web portal based on banking or e-commerce. Can I still use it as reference? Thank you for your response.
Yes why not. This will be your contribution.
Sir mery variables ka relationship nhi nikal raha data change krny pe reliability khrab ho ri ha what can I do now sir please help
Collect more data
Can you help me sir ????
You need to collect more data
I have a question. The IV of my research model consists of one higher order construct that further consists of 3 lower-order ones. So, should I report the CR, HTMT and AVE for both the models separately, the one which simply demonstrates the correlation among lower-order constructs and other variables, or the second model like shown in the video depicting the correlation of higher-order construct with DV? Kindly guide me through it.
Yes, both models shall be validated separately.
Thank you, sir.
You're welcome
Thanks to improve your subjects
Keep watching
Thank you Sir 🎉
Most welcome
I'm very confused analyze in this model. But your kindly explain is very helpful for me. Thank you for your nice video.
Glad it was helpful!
Do you have a published paper you can share , I’d like to see how you presented your theoretical contribution and implications
Please search Khawaja Fawad Latif in Google Scholar for my papers.
Thanks once more, I need these as an early career academic
Pleasure. I am glad you liked it.
Can you show how to normalize data that is not normal
You may read more on Log Transformation for Normalisation of Data.
Can I do meditation using g spss?
Yes you may use Hayes Process Macro in SPSS
You said references are right but not true as the all the years not the same
I said references are to be corrected.