Methodology

Precision Is a Method.

Good assessment is less about any single instrument than about the discipline around it: a clear purpose, sound measurement, careful interpretation and responsible use.

01

Framework

Five steps from question to action.

01
Define

Clarify the decision, the role and what must be understood.

02
Structure

Translate the question into dimensions, criteria and an assessment design.

03
Measure

Gather evidence through structured, consistent and appropriate instruments.

04
Interpret

Read results in context, with qualified human judgment.

05
Act

Turn insight into decisions, development and measurable follow-through.

01 / 05The SwissNexa method
Define.

Every program begins with a question. Scattered observations only become useful once we know what we need to understand.

02

Principles

The standards we hold the work to.

Eight principles shape how SwissNexa assessment programs are designed, delivered and interpreted.

01

Assessment design

Programs begin with job and context analysis, so that what is measured is relevant to the decision being made.

02

Measurement

Consistent administration, clear scoring rules and appropriate reference groups support comparable results.

03

Interpretation

Results are read in context, across sources, by qualified practitioners — never as isolated numbers.

04

Reliability

Instruments are expected to produce consistent results; reliability evidence is documented and reviewed.

05

Validity

Every use of an instrument should be supported by evidence that it measures what is relevant for that purpose.

06

Fairness

Design, norms and accommodations are reviewed for potential adverse impact across groups.

07

Confidentiality

Personal data is handled with discretion, purpose limitation and access controls appropriate to its sensitivity.

08

Human oversight

Analytical and AI-assisted tools support professional judgment; consequential conclusions remain with people.

03

Qualitative interpretation

Structure for what people say, not only what they score.

Open-ended responses and interview notes carry context that scales cannot. Analytical support can help organize this material into candidate themes; practitioners review, refine and reject them.

Where AI-assisted analysis is used, its output is treated as supplementary and is always reviewed. It is not used on its own to determine personality, intelligence, aptitude or fitness for employment.

Hover to return to raw responsesIllustrative · synthetic

04

Reference frameworks

Informed by international guidance.

SwissNexa’s approach is designed with reference to widely recognized international guidance on assessment practice. References to these frameworks do not imply certification or endorsement.

ISO

ISO 10667

International standard for assessment service delivery in work and organizational settings.

ITC

ITC Guidelines

International Test Commission guidance on test use, test adaptation and technology-based assessment.

AERA · APA · NCME

Standards for Educational and Psychological Testing

Widely referenced standards addressing reliability, validity and fairness in testing.

Better Understanding Begins with Better Questions.

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