Process / pipelineSampling

Snowball Sampling — Chain-Referral Sampling

Snowball sampling is a non-probability recruitment technique in which initial participants (seeds) refer the researcher to others who meet the study criteria, and those referrals in turn refer further participants. The sample grows incrementally — like a rolling snowball — until the required size or theoretical saturation is reached. It is the method of choice when a target population has no accessible sampling frame, such as undocumented migrants, illicit drug users, survivors of stigmatised experiences, or members of closed professional networks.

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Sources

  1. Goodman, L. A. (1961). Snowball sampling. Annals of Mathematical Statistics, 32(1), 148–170. DOI: 10.1214/aoms/1177705148
  2. Biernacki, P., & Waldorf, D. (1981). Snowball sampling: Problems and techniques of chain referral sampling. Sociological Methods and Research, 10(2), 141–163. DOI: 10.1177/004912418101000205

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Referenced by

ScholarGateSnowball Sampling (Snowball Sampling (Chain-Referral Sampling)). Retrieved 2026-06-04 from https://scholargate.app/en/survey-methodology/snowball-sampling