The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Snowball Sampling: A Purposeful Method of Sampling in Qualitative Research
Open accessAbstract
Background and Objectives Snowball sampling is applied when samples with the target characteristics are not easily accessible. This research describes snowball sampling as a purposeful method of data collection in qualitative research. Methods This paper is a descriptive review of previous research papers. Data were gathered using English keywords, including “review,” “declaration,” “snowball,” and “chain referral,” as well as Persian keywords that are equivalents of the following: “purposeful sampling,” “snowball,” “qualitative research,” and “descriptive review.” The databases included Google Scholar, Scopus, Irandoc, ProQuest, Science Direct, SID, MagIran, Medline, and Cochrane. The search was limited to Persian and English articles written between 2005 and 2013. Results The preliminary search yielded 433 articles from PubMed, 88 articles from Scopus, 1 article from SID, and 18 articles from MagIran. Among 125 articles, methodological and non-research articles were omitted. Finally, 11 relevant articles, which met the criteria, were selected for review. Conclusions Different methods of snowball sampling can be applied to facilitate scientific research, provide community-based data, and hold health educational programs. Snowball sampling can be effectively used to analyze vulnerable groups or individuals under special care. In fact, it allows researchers to access susceptible populations. Thus, it is suggested to consider snowball sampling strategies while working with the attendees of educational programs or samples of research studies.
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Cites
Content of Weblogs Written by Health Professionals
Lagu, T., Kaufman, E. J., Asch, D. A., & Armstrong, K. (2008) · Journal of General Internal Medicine · doi:10.1007/s11606-008-0726-6 · Cited by 255
Research works printed but not linked: 21
- Abedsaeidi J, 2015, Research Method in Medical Sciences and health.
- Polit DF, 2010, Essentials of nursing research: Appraising evidence for nursing practice.
- Speziale HS, 2011, Qualitative research in nursing: Advancing the humanistic imperative.
- Hejazi S, 2006, Sampling and its variants: Introduction to Research Methodology in Medical Sciences.
- Ahmadzadehasl M, 2010, Sampling and samplesize calculation: Basic Principles of Research in Medical Sciences.
- Burns N, 1993, Conduct Critique Util., 4
- Polit-O'Hara D, 2006, Essentials of nursing research: Methods, appraisal, and utilization., 1
- Jalali R, 2013, J Qual Res Health Sci., 1, 310
- 10.1111/j.1442-2018.2010.00541.x · DOI · Paper page
- Magnani R, 2005, AIDS., 19 Suppl 2, S67, 10.1097/01.aids.0000172879.20628.e1 · DOI · Paper page
- Hughes M, 2005, Buzzmarketing: get people to talk about your stuff.
- 10.1093/her/cyn055 · DOI
- Charkazi A, 2012, J Health Syst Res., 7, 986
- Heshmati F, 2010, Barrier to forming and implementing academic service partnership in nursing; a qualitative study.
- 10.1186/1472-6963-12-33 · doi:10.1186/1472-6963-12-33
- 10.1161/circoutcomes.108.830398 · doi:10.1161/circoutcomes.108.830398
- Zaghloul AA, 2008, J Multidiscip Healthc., 1, 1
- Zareipour MA, 2011, J Urmia Nurs Midwifery Faculty., 9
- 10.1186/1472-6955-9-13 · DOI
- Mishima SM, 2010, Rev Lat Am Enfermagem., 18, 436, 10.1590/S0104-11692010000300020 · doi:10.1590/s0104-11692010000300020
- 10.1111/j.1532-5415.2008.01850.x · DOI
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Ahmad, M., & Wilkins, S. (2025) · Quality & Quantity · doi:10.1007/s11135-024-02022-5 · Cited by 407
Zhang, Z., Xu, Y., Wang, Y., Yao, B., Ritchie, D., Wu, T., Yu, M., Wang, D., & Li, T. J.-J. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3517479 · Cited by 174
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Metadata
- Authors
- Naderifar, M., Goli, H., & Ghaljaie, F.
- Venue
- Strides in Development of Medical Education
- Publisher
- Brieflands
- Published
- 2017-09-30
- Volume
- 14
- Issue
- 3
- ISSN
- 1735-4242 (ISSN-L)
- OpenAlex
- W2801288875
- Cited by
- 2,275
- References
- 1
- FWCI
- 118.58
- Type
- journal article
- Language
- en
- Open access
- diamond
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