» Articles » PMID: 30133457

Enhancing the Sample Diversity of Snowball Samples: Recommendations from a Research Project on Anti-dam Movements in Southeast Asia

Overview
Journal PLoS One
Date 2018 Aug 23
PMID 30133457
Citations 101
Authors
Affiliations
Soon will be listed here.
Abstract

Snowball sampling is a commonly employed sampling method in qualitative research; however, the diversity of samples generated via this method has repeatedly been questioned. Scholars have posited several anecdotally based recommendations for enhancing the diversity of snowball samples. In this study, we performed the first quantitative, medium-N analysis of snowball sampling to identify pathways to sample diversity, analysing 211 reach-outs conducted via snowball sampling, resulting in 81 interviews; these interviews were administered between April and August 2015 for a research project on anti-dam movements in Southeast Asia. Based upon this analysis, we were able to refine and enhance the previous recommendations (e.g., showcasing novel evidence on the value of multiple seeds or face-to-face interviews). This paper may thus be of particular interest to scholars employing or intending to employ snowball sampling.

Citing Articles

Health-care staff perspectives in optimising delirium prevention using data-driven interventions.

Gokhale S, Garth B, Webb-St Mart M, Taylor D, Zeps N, Enticott J Australas J Ageing. 2025; 44(1):e70011.

PMID: 40044603 PMC: 11882484. DOI: 10.1111/ajag.70011.


Perspectives of primary care nurses on the organization of the COVID-19 vaccine rollout: a qualitative study.

Lyons R, Mathews M, Hedden L, Lukewich J, Marshall E, Isenor J BMC Prim Care. 2025; 26(1):53.

PMID: 40001003 PMC: 11863444. DOI: 10.1186/s12875-025-02747-8.


Incorporating preference uncertainty in best worst scaling.

Areal F, Perez R PLoS One. 2025; 20(1):e0315705.

PMID: 39883691 PMC: 11781646. DOI: 10.1371/journal.pone.0315705.


Inclusive education pandemic: Learning barriers for children with disabilities in South Africa.

Chirowamhangu R Afr J Disabil. 2025; 13():1462.

PMID: 39822750 PMC: 11736512. DOI: 10.4102/ajod.v13i0.1462.


Developing airport management practices towards net zero emissions: Experiences from the Australian aviation industry.

Dissanayaka M, Ryley T, Spasojevic B, Caldera S Heliyon. 2025; 11(1):e41201.

PMID: 39811344 PMC: 11729651. DOI: 10.1016/j.heliyon.2024.e41201.


References
1.
Pourhoseingholi M, Baghestani A, Vahedi M . How to control confounding effects by statistical analysis. Gastroenterol Hepatol Bed Bench. 2014; 5(2):79-83. PMC: 4017459. View

2.
Ferguson L . External validity, generalizability, and knowledge utilization. J Nurs Scholarsh. 2004; 36(1):16-22. DOI: 10.1111/j.1547-5069.2004.04006.x. View

3.
Handcock M, Gile K . Comment: On the Concept of Snowball Sampling. Sociol Methodol. 2022; 41(1):367-371. PMC: 8797839. DOI: 10.1111/j.1467-9531.2011.01243.x. View

4.
Martinez-Mesa J, Gonzalez-Chica D, Bastos J, Bonamigo R, Duquia R . Sample size: how many participants do I need in my research?. An Bras Dermatol. 2014; 89(4):609-15. PMC: 4148275. DOI: 10.1590/abd1806-4841.20143705. View

5.
Reich W, Earls F . Interviewing adolescents by telephone: is it a useful methodological strategy?. Compr Psychiatry. 1990; 31(3):211-5. DOI: 10.1016/0010-440x(90)90004-c. View