You will get Structural Equation Modeling with SmartPLS
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Project details
Structural equation modeling includes a diverse set of mathematical models, computer algorithms, and statistical methods that fit networks of constructs to data. SEM includes confirmatory factor analysis, confirmatory composite analysis, path analysis, partial least squares path modeling, and latent growth modeling.
My services include:
✅ Exploratory factor analysis (EFA)
✅ Confirmatory factor analysis (CFA)
✅ Cronbach’s Alpha
✅ Factor Loadings of questionnaire items
✅ Validity and Reliability of tool/questionnaire
✅ Mediation and Moderation Analysis
✅ Composite Reliability (CR)
✅ Average Variance Extracted (AVE)
✅ Mediation analysis
✅ Moderation analysis
✅ Reliability analysis
✅ Validity analysis
✅ Discriminant validity
✅ Heterotrait-monotrait ratio of correlations (HTMT)
✅ Multigroup analysis
✅ Structural equation modeling (SEM)
✅ First-order and second-order analysis
✅ Lower-order and higher-order analysis
✅ Construct and Dimension Analysis
✅ Formative and Reflective variable analysis
✅ Cluster analysis
✅ Pilot study data analysis
Please, feel free to contact me. It would be nice to discuss the work requirements first to be on the same page.
My services include:
✅ Exploratory factor analysis (EFA)
✅ Confirmatory factor analysis (CFA)
✅ Cronbach’s Alpha
✅ Factor Loadings of questionnaire items
✅ Validity and Reliability of tool/questionnaire
✅ Mediation and Moderation Analysis
✅ Composite Reliability (CR)
✅ Average Variance Extracted (AVE)
✅ Mediation analysis
✅ Moderation analysis
✅ Reliability analysis
✅ Validity analysis
✅ Discriminant validity
✅ Heterotrait-monotrait ratio of correlations (HTMT)
✅ Multigroup analysis
✅ Structural equation modeling (SEM)
✅ First-order and second-order analysis
✅ Lower-order and higher-order analysis
✅ Construct and Dimension Analysis
✅ Formative and Reflective variable analysis
✅ Cluster analysis
✅ Pilot study data analysis
Please, feel free to contact me. It would be nice to discuss the work requirements first to be on the same page.
Data Tool
SPSSWhat's included
| Service Tiers |
Starter
$350
|
Standard
$550
|
Advanced
$750
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 1 | 1 | 1 |
Data Source Connectivity | - | - | - |
Web Embedding | - | - | - |
Interactive/Animated Visuals | - | - | - |
103 reviews
(98)
(3)
(2)
(0)
(0)
MD
Marc D.
Jul 12, 2023
MD
Marc D.
Jul 12, 2023
WV
W V.
Jun 7, 2026
Research
WV
W V.
Jul 2, 2025
research
PM
Pouria M.
Jun 30, 2025
Research Computer-vision
Very professional, and everything was delivered on time as requested.
WV
W V.
Mar 20, 2025
Research
WV
W V.
Jan 6, 2025
research
Thank you
About Asim
PhD, Data analysis, Qualitative and Quantitative Research Methods
100%
Job Success
Islamabad, Pakistan - 3:34 am local time
With a portfolio of 40+ peer-reviewed publications and projects spanning the USA, Saudi Arabia, UAE, and Malaysia, I offer deep subject expertise in entrepreneurship, education, leadership, management, and social sciences.
Services I offer:
✅ Market Research & Business Intelligence
— Market research, trend analysis, online desk research
— Google search term analysis, competitor profiling
— Business and academic reports with clear data visualization
— Big data insights (including blockchain) for strategic decision-making
✅ Quantitative Research & Statistical Analysis
— Research design: Quasi-experimental, Survey-based studies
— Exploratory & Confirmatory Factor Analysis (EFA, CFA)
— SEM, Regression, z-test, t-test, CR, AVE, Mediation, Moderation, Cluster Analysis
— Sample size calculation, Validity & Reliability testing
— Tools: IBM SPSS, SmartPLS, STATA, Excel Pivot Tables
— Proficient in questionnaire design and psychometric validation
✅ Qualitative Research & Thematic Coding
— Thematic analysis, grounded theory, IPA, action research
— Interview and FGD protocol design, coding, category development
— Manual and NVivo-based qualitative data analysis
— Support for mixed-method research and narrative synthesis
✅ Systematic Literature Review & Bibliometric Analysis
— SLR using Scopus and Web of Science databases
— Bibliometric and network analysis with VOSviewer
— Extraction of first-order and second-order themes
— Integration of findings into publishable frameworks
✅ Academic Writing & Journal Publication Support
— Manuscript co-authoring, peer-review response writing
— Formatting & referencing as per journal guidelines (APA, MLA, Chicago, etc.)
— Research paper editing, proofreading, and submission readiness
— Deep understanding of publication ethics and scholarly standards
✅ OJS Journal Setup & Editorial Consultancy
— Complete setup of Open Journal Systems (OJS/PKP)
— Workflow design for editors, authors, and reviewers
— Plugin configuration, metadata structure, and journal policy guidance
— Training and support for smooth OJS operations and indexation readiness
If you’re looking for research-based insights, expert data analysis, or help with setting up a professional research journal, feel free to connect.
Steps for completing your project
After purchasing the project, send requirements so Asim can start the project.
Delivery time starts when Asim receives requirements from you.
Asim works on your project following the steps below.
Revisions may occur after the delivery date.
Data cleaning
Remove errors and missing value and covert into .csv for analysis
Measurement Model
To check validity, reliability by using factor loadings, collinearity VIF, Average variance extracted, Cronbach's Alpha, composite reliability, discriminant validity