Writing & StyleStyle guide

Sampling Section

Curtin University guidance distinguishes probability-oriented quantitative sampling from typically purposeful qualitative sampling and emphasizes that sampling choices depend on the research design and question. Probability, convenience, purposive, theoretical, snowball, and other sampling strategies support different goals; do not present one approach as universally required.

Quick answer

A Sampling section explains how the study selected participants, cases, records, or other units from the relevant population and why that selection approach fits the study.

Key details

Core IssueCurtin University guidance distinguishes probability-oriented quantitative sampling from typically purposeful qualitative sampling and emphasizes that sampling choices depend on the research design and question.
Registerscholarly, professional, or research/report writing

Important caveats

Scope Boundary

Probability, convenience, purposive, theoretical, snowball, and other sampling strategies support different goals; do not present one approach as universally required.

Further guidance

Content

Name the sampling approach accurately, describe the selection or recruitment process, and report sample-size reasoning or eligibility criteria when they are relevant to the design.

Purpose

A Sampling section explains how the study selected participants, cases, records, or other units from the relevant population and why that selection approach fits the study.

Sources and evidence

Sources are shown with the role they play in this guide. Historical or style-sensitive claims are kept within the evidence boundary described above.

  1. Sampling — Quantitative methods (opens in a new tab)Curtin University Library · University research-methods guidance on target populations, samples, probability sampling, and sample-size considerations in quantitative research.
  2. Sampling — Qualitative & mixed methods (opens in a new tab)Curtin University Library · University research-methods guidance on purposeful qualitative sampling and selecting information-rich participants or cases.

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