I can help you conduct factor analysis using SPSS

Why Hire Me?

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I offer end-to-end support for conducting robust factor analysis using SPSS, suitable for research, business analytics, and academic use. My work is grounded in statistical rigor and practical application, ensuring clear interpretation and relevant outcomes.

What I Offer:

• 7+ years of experience using SPSS for advanced analytics

• Skilled in both Exploratory and Confirmatory Factor Analysis

• Clarity in interpretation of factor loadings, eigenvalues, and scree plots

• Expertise in applying Varimax, Promax, and other rotation techniques

• Final reports that combine statistical accuracy with accessible language

What I Need to Start Your Project

To ensure accurate and effective factor analysis in SPSS, please share the following details:

1) Project Overview and Goals

• Objective of using factor analysis in your study or business

• Specific hypotheses or latent constructs you wish to investigate

2) Dataset Information

• Clean data file (preferably .sav or Excel) with variable labels and formats

• Sample size and number of observed variables

• Notes on any prior transformations or coding already done

3) Analytical Preferences

• Type of analysis: EFA, CFA, or PCA

• Extraction method preference (e.g., Principal Components, Maximum Likelihood)

• Preferred rotation method (Varimax, Promax, Oblimin, etc.)

4) Output and Report Format

• Preferred format for the final output (SPSS output file, Word report, or PDF)

• Any visual outputs needed (e.g., Scree plots, component matrices)

5) Interpretation Requirements

• Depth of explanation required (basic summary or full academic interpretation)

• Intended audience: academic, managerial, or technical

6) Timeline and Communication

• Deadline for final delivery

• Dates for review or feedback sessions

• Preferred communication channel (e.g., email, Zoom)

7) Confidentiality and Access

• NDA if needed

• Secure method for sharing data and outputs

• Any access issues or SPSS version constraints

8) Post-Delivery Needs

• Do you require a walkthrough or explanation session?

• Do you need the syntax for replication?