SPSS Analysis
Data screening, reliability, descriptives, t-tests, ANOVA, chi-square, correlation, regression and EFA.
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SPSS, SmartPLS, R, Python, Stata
Statistical & Data Analysis
Choose the right test, run it correctly and understand every number in your output.
- 7Specialised services
- 5Clear steps
- 13Tools we use
- 1:1Expert support
Reply within 1 working dayFree consultation · fixed quote
Overview
How we help with Statistical & Data Analysis
Statistics is where many strong research projects lose marks. We help you choose tests that match your research questions and data, run the analysis correctly and report it the way examiners and reviewers expect.
Every analysis comes with a plain-language interpretation note and APA-style tables, so you can write up and discuss your results confidently.
Who it's for
- Quantitative, qualitative and mixed-methods theses
- Journal manuscripts under review
- Survey-based business, education and social-science research
- Clinical and public-health studies
What's included
7 services, one expert team
Choose a single service or combine them — every engagement is scoped to your stage and deadline.
AMOS & SmartPLS
CFA and structural equation modelling (CB-SEM and PLS-SEM), mediation, moderation and multi-group analysis.
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Reproducible scripts for statistics, machine learning, panel and time-series models, and publication-quality plots.
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Descriptive and econometric analysis — panel data, logit/probit and time-series models with clear outputs.
Ask about thisRegression & Correlation
Linear, multiple, logistic and hierarchical regression with assumption checks and correct interpretation.
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Choosing and running the right parametric or non-parametric tests, with effect sizes and decisions explained.
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Coding, thematic and content analysis in NVivo, ATLAS.ti or MAXQDA with a clear audit trail.
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Steps to complete
A clear process, start to finish
You always know what happens next, who is working on it and when it will be ready.
- 1
Share data and objectives
Send your data file, questionnaire and objectives or hypotheses.
- 2
Analysis plan
We recommend the tests and software, and confirm the plan and quote with you.
- 3
Data preparation
Cleaning, coding, missing values, outliers and assumption checks.
- 4
Run the analysis
Tests and models are run, and outputs are verified for accuracy.
- 5
Interpretation and walkthrough
APA-style tables, an interpretation note and a call to explain your results.
Tools & software
Work done in the tools you use
Files are delivered in formats you can open, edit and submit.
IBM SPSS Statistics- IBM SPSS Amos
SmartPLS
R
Python
Stata
Microsoft Excel
JASP
jamovi
Minitab
NVivo
ATLAS.ti
MAXQDA
Product names and logos are trademarks of their respective owners, shown only to identify the software we work with.
FAQs
Frequently asked questions
Can't find what you are looking for? Our team replies within one working day.
Ask a questionDo I get the output files?
Yes. You receive the software output, the cleaned data file and an interpretation note for every result.
Can you check analysis I have already run?
Yes. We review existing analysis, flag problems and suggest corrections before you submit.
Which software should I use?
That depends on your design and your university’s expectations. We recommend the best fit during the free consultation.
Do you analyse qualitative interviews?
Yes — transcripts are coded and themed in NVivo, ATLAS.ti or MAXQDA with a documented codebook.
Get a free quote
Tell us about your statistical & data analysis needs
Share a few details and a subject expert will reply with a clear plan, timeline and fixed quote.
- Free, no-obligation consultation
- Fixed written quote — no hidden charges
- Strictly confidential, NDA on request
- Ethical, guidance-led support