Reusable frameworks

4 Nonprobability Sampling Templates

Start with structure, then replace every placeholder with information that is true, relevant, and natural for your context. These templates are intentionally skeletal so your final writing does not sound mass-produced.

Use the framework

How to personalize a template

A good nonprobability sample is transparent about recruitment, uses criteria tied to the research purpose, seeks adequate variation or information richness, and does not overstate statistical representativeness.

  1. 1
    Choose the template closest to your actual purpose.
  2. 2
    Replace every bracketed field with specific information.
  3. 3
    Delete any sentence that does not belong in your situation.
  4. 4
    Read the result aloud for unnatural transitions or repeated phrasing.
  5. 5
    Verify names, dates, links, facts, and promises before sending or publishing.
Nonprobability Sampling Template 1
Purpose statement: We used [nonprobability method] because the study required [specific experience/case type] rather than population estimation.
Nonprobability Sampling Template 2
Recruitment sentence: Participants were recruited through [channels] and included when [criteria].
Nonprobability Sampling Template 3
Variation matrix: case dimension → desired contrast → recruited cases → remaining gap.
Nonprobability Sampling Template 4
Limit statement: Recruitment may overrepresent [group/network], so results describe [bounded context] rather than population prevalence.