SPSS Analysis
Descriptives through to regression, ANOVA, reliability and factor analysis — with assumption checks and APA-formatted output.
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Data & Statistics
Mediation & Moderation
PROCESS, bootstrapped indirect effects, moderated mediation and clean interaction plots.
Mediation asks how an effect happens; moderation asks when it is stronger or weaker. Both are routinely tested with methods that have been superseded — the Baron and Kenny causal-steps approach in particular.
We use bootstrapped confidence intervals for indirect effects, model the interaction correctly with centred predictors, and produce simple-slopes plots and Johnson-Neyman regions where they add something.
What you receive
- PROCESS (or lavaan / SmartPLS) models fitted to your hypotheses
- Bootstrapped indirect effects with bias-corrected intervals
- Interaction plots and simple-slopes analysis
- Conditional indirect effects for moderated mediation
- Hypothesis-by-hypothesis results write-up
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Next step
Ready to talk about Mediation & Moderation?
Send the brief, the deadline and anything you already have. You will get a reference number straight away and a considered reply, usually within one working day.
- Fixed quote agreed before any work begins
- A reference number you can quote on WhatsApp
- Confidential handling, and an NDA if you want one
- An honest answer if your deadline is not realistic
