Review Essays

Sampling Strategies for Hard-to-Reach Populations

  • Priya Raman
  • Tomas Novak
Published
June 15, 2025
Open Access
Sampling Strategies for Hard-to-Reach Populations

Abstract

Probability sampling assumes a frame. Where no frame exists, researchers reach for convenience methods and then report confidence intervals as though they had one. This article reviews respondent-driven and time-location sampling, and is explicit about what each can and cannot support.

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