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Statistics & Data Analysis

What Is Jamovi? The Free SPSS Alternative, Honestly Reviewed

Jamovi is free, open-source statistics software with an SPSS-like interface built on R. What it does well, where it can replace SPSS for a thesis, and where it can't.

The phdguide Research Team 9 July 2026 2 min readBeginner

Jamovi answers a question thousands of scholars ask every year: do I really have to pay for (or borrow a licence for) SPSS? It's free, open-source, runs on Windows/Mac/Linux, looks and works enough like SPSS that the transition takes an afternoon — and it's built on R, so the statistics underneath are the same engines the methodologists use.

What Jamovi covers

  • The full thesis staple set — descriptives, t-tests, ANOVA/ANCOVA, correlation, linear and logistic regression, chi-square, non-parametrics.
  • Reliability and factor analysis — Cronbach's alpha and McDonald's omega, EFA and CFA through the standard modules.
  • Mediation/moderation — via community modules (e.g. medmod, jAMM) covering the common mediation and moderation models.
  • A growing module library — meta-analysis (MAJOR), power analysis (jpower) and more, installable inside the app.
  • Live, transparent output — results update as you change options, tables are APA-styled, and the analysis travels with the data file (a real reproducibility win over screenshot-driven SPSS work).

Jamovi vs SPSS for a thesis, honestly

For the analyses in most MBA, MPhil and social-science PhD theses, jamovi is functionally sufficient and pleasanter to use. SPSS retains three real advantages: institutional expectation (some departments and examiners simply know SPSS and its output format — worth checking before switching), the AMOS ecosystem for covariance-based SEM, and some advanced procedures in its paid modules. If your model needs full SEM, you'll pair either tool with AMOS or SmartPLS anyway — jamovi's CFA covers measurement models, not complex structural ones.

Getting started sensibly

  1. 1Download from jamovi.org, open your data (it reads CSV, SPSS .sav and Excel files directly).
  2. 2Run your reliability checks and descriptives; confirm they match expectations before anything inferential.
  3. 3Install the modules your design needs (Modules → jamovi library).
  4. 4Report results exactly as you would from SPSS — jamovi's APA tables make this easier, and examiners care about correct, defended analysis, not the logo on the software.
Our recommendation pattern

Self-funded scholar with standard analyses: jamovi, confidently. Department standardised on SPSS, or an AMOS-based SEM ahead: stay with the SPSS path. Either way, the analysis choices — not the software — are what get defended; that's where mentoring earns its keep.

Frequently asked

Is jamovi acceptable for PhD thesis analysis?+

Yes — it runs the same validated statistical engines (R) as any commercial package, and universities examine your analysis, not your software licence. If your department has an SPSS-output convention, confirm with your guide first.

Is jamovi really free?+

Fully — it's open-source with no licence fees, including the module library. A paid cloud version exists for browser-based use, but the desktop app costs nothing.

Can jamovi do SEM?+

It handles CFA and (via modules like SEMLj) basic structural models, but for serious covariance-based SEM or PLS-SEM you'll still use AMOS or SmartPLS respectively.

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