Statistical analysis · Psychology

Statistical analysis in psychology

In psychology papers, data usually comes from questionnaires, and there are almost always scales whose reliability has to be checked before any analysis. Many research questions are about relationships between variables, and mediation and moderation models are routine.

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Statistical analysis in psychology

Topics that come up a lot

  • Scale reliability (Cronbach's alpha, omega)
  • Correlations and multiple regression
  • Mediation and moderation models (PROCESS)
  • Confirmatory factor analysis (CFA)
  • ANOVA and repeated measures in experiments

What's included

  • Choosing a statistical test that fits your questions and data
  • Cleaning and preparing the data file
  • Running analyses: t-tests, ANOVA, regression, correlations, CFA, mediation models
  • Interpreting the output with an explanation you can stand behind
  • Tables and figures in APA format

Frequently asked questions

Do I need a data file already?

No. You can start at the planning stage, and we'll help build the questionnaire and the analysis plan.

Which software do you use?

SPSS, R, JASP, AMOS, Jamovi and Excel. If your course requires specific software, we work in it.

Will I understand what was done?

That's the point. You get an explanation of every analysis, so you can present and defend the results.

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