Struggling to report your PLS-SEM results in SmartPLS4? Unlock the secrets of effective research paper reporting with this comprehensive guide on How to Report #SmartPLS4 Results. This video breaks it down step-by-step! Follow along as we navigate the software's output and translate it into clear, concise research paper language. We'll cover measurement model assessment, path coefficient analysis, hypothesis testing, and more.

In this video, we delve into the essential steps for reporting SmartPLS4 results in a research paper. From data screening to structural model analysis, each step is thoroughly explained with insights on handling various constructs, including higher-order constructs.

Don't miss out on the valuable references and examples shared to enhance your understanding. If you're navigating SmartPLS4, this guide is your roadmap to effective result reporting.

Contents include discussion on the Steps to report Data Analysis and Results
00:13: Introduction
00:50: Steps in Data Analysis and Results Section
02:07: Data Screening and Cleaning
02:49: Measurement Model Assessment
05:17: Reporting Outer Loadings, VIF, Construct Reliability, Convergent Validity
08:44: Discriminant Validity
09:17: Higher Order Constructs (Reflective Reflective)
10:47: Higher Order Constructs (Reflective Formative)
12:30: Structural Model Analysis
14:14: Moderation Analysis
16:01: Mediation Analysis (Specific Indirect Effects)
16:57: Predictive Relevance, Explanatory Power, and F Square

Latif, K. F., Machuca, M. M., Marimon, F., & Sahibzada, U. F. (2021). Servant leadership, career, and life satisfaction in higher education: A cross-country study of Spain, China, and Pakistan. Applied Research in Quality of Life, 16, 1221-1247.

Latif, K. F., Pérez, A., & Sahibzada, U. F. (2020). Corporate social responsibility (CSR) and customer loyalty in the hotel industry: A cross-country study. International Journal of Hospitality Management, 89, 102565.

Sahibzada, U. F., Jianfeng, C., Latif, K. F., Shafait, Z., & Sahibzada, H. F. (2022). Interpreting the impact of knowledge management processes on organizational performance in Chinese higher education: mediating role of knowledge worker productivity. Studies in Higher Education, 47(4), 713-730.

Khan, M. A., Latif, K. F., Shahid, S., & Shah, S. A. (2023). Understanding knowledge leadership in improving team outcomes in the health sector: a Covid-19 study. Business Process Management Journal.

Latif, K. F., Tariq, R., Muneeb, D., Sahibzada, U. F., & Ahmad, S. (2022). University Social Responsibility and performance: the role of service quality, reputation, student satisfaction and trust. Journal of Marketing for Higher Education, 1-25.

Complete SmartPLS Playlist
   • SmartPLS4  

Data Screening and Cleaning
   • Data Screening, Cleaning and How to R...  

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 https://www.researchwithfawad.com.

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