RESEARCH METRICS AFRICA

Researchers working in SPSS · Worldwide online

SPSS research analysis support

Understand your coding, statistical choices and SPSS outputs rather than receiving unexplained tables.

Book Research Readiness Clinic →Inspect real dataset evidence

THE BUYER PROBLEM

Resolve the decision behind the request.

Value labels, missing-value codes and weighting settings can change results without being visible in an exported chart.

HOW THE WORK MOVES

Scope first. Traceable decisions throughout.

  1. Inspect design and codebook
  2. Agree missing codes and transformations
  3. Run and explain suitable procedures
  4. Review outputs against objectives

Professional delivery uses the existing canonical project and case workflow. Independent QA and release approval are distinct decisions; unresolved findings remain visible.

What the agreed scope can deliver

01 · DELIVERABLE

Reviewed variable and value labels

Confirm the exact format, accountable reviewer and acceptance criteria in the written scope before work begins.

02 · DELIVERABLE

Syntax or documented settings within scope

Confirm the exact format, accountable reviewer and acceptance criteria in the written scope before work begins.

03 · DELIVERABLE

Explained tables, diagnostics and limitations

Confirm the exact format, accountable reviewer and acceptance criteria in the written scope before work begins.

Methods, assumptions and boundaries

SPSS access and licensing remain your responsibility. Software choice does not remove the need for methodological review.

Source values are preserved; changes require documented reasons. Analysis needs a defined outcome, population, design and eligible records. Review may withhold an unsupported test or conclusion.

Read the RMA methodology →

Start with context. Transfer data privately.

The public fit check asks for objectives, stage and constraints. Do not paste participant names, health records, passwords or connector tokens. Access, permitted data, retention and export/deletion arrangements are confirmed before private transfer.

Review data-handling boundaries →

Is this a fit?

For researchers working in spss who can explain the intended decision, provide authorised evidence and accept transparent limitations.

Outside scope: fabricated data, guaranteed significance, thesis ghostwriting, clinical decision-making or claims of regulatory certification.

Before you start

What does the first enquiry commit me to?

Nothing is charged through the fit-check form. RMA reviews scope and confirms deliverables, exclusions, timing and price in writing.

Will I need a personal or organisation workspace?

Your project uses the existing Personal Research Workspace and the shared RMA account system. A professional service is linked to the canonical case; it does not create a separate portal.

Can you guarantee an outcome or approval?

No. Findings depend on the source data and design. QA checks the agreed evidence and cannot guarantee significance, graduation, grant funding or publication.

Prepare a stronger brief.

Research operations overview · Free research tools · Organisation product tour

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