Snowball Sampling Technique Citation, Oct 23, 2022 · In studies that have problems related to specific issues, requiring a non-probability sampling techniques one of which is the snowball sampling technique. Snowball sampling is often used in qualitative research when the population is hard-to-reach or hidden. Revised on June 22, 2023. Dec 28, 2023 · Snowball sampling Using a snowball sampling technique, we examined the references section of the 22 publications already selected for inclusion in the meta-analysis. and Nyimbili L. Snowball sampling can be a useful way to conduct research about people with specific traits who might otherwise be difficult to identify Jan 1, 2024 · Citation: Nyimbili F. Additionally, purposive sampling is based on the assumption that the researcher intends to explore, understand, and gain insights, and therefore must select a sample from which the maximum amount of information can be gathered (Patton, 2002). Methods This paper is a descriptive review of previous research papers. Background and Objectives: Snowball sampling is applied when samples with the target characteristics are not easily accessible. Despite its popularity, there is still no research-based framework for conducting, teaching and evaluating PS applications. Sep 29, 2014 · Snowball sampling is a well-known, nonprobability method of survey sample selection that is commonly used to locate hidden populations. This method relies on referrals from initially sampled responde Jan 15, 2026 · This research describes snowball sampling as a purposeful method of data collection in qualitative research. In this study, we articulate a framework developed from insights collected from thirteen professors and senior research experts at . This method relies on referrals from initially sampled respondents to other persons believed to have the characteristic of interest. Dec 15, 2025 · This study reviewed the differences and similarities between convenience and purposive sampling techniques. Past studies in business research have used this technique to reach similar populations [add citations of papers using snowball sampling in similar contexts/research areas]. The focus of this article is only on the application Aug 17, 2022 · What Is Snowball Sampling? | Definition & Examples Published on August 17, 2022 by Kassiani Nikolopoulou. Subsequent sections examine instances in which snowball sampling stalls or fails to produce participants, and offers two examples of cases in which researchers successfully overcame those obstacles. The snowball sampling technique is applicable when researchers have limited access to potential participants for their intended study or when participants are difficult to reach (Alston & Bowles, 2003). This research describes snowball sampling as a purposeful method of data collection in qualitative research. This article attends to snowball sampling via constructivist and feminist hermeneutics, suggesting that when viewed critically, this popular sampling method can generate a unique type of social knowledge—knowledge which is emergent, political and interactional. Jul 31, 2023 · Snowball sampling, also known as chain-referral sampling, is a non-probability sampling method where currently enrolled research participants help recruit future subjects for a study. Feb 18, 2023 · This article discusses the snowball sampling strategy that has been successfully used for decades in research in the field of social sciences. We identified a total of 123 references, of which four passed the PRISMA selection procedure (Moher et al. (2024) Types of Purposive Sampling Techniques with Their Examples and Application in Qualitative Research Studies The latter have been overlooked, qualifying only as a 'technical' research stage. Feb 6, 2026 · Purposive and snowball sampling are other non-probability sampling methods (Bell et al. Nov 27, 2024 · The study focused on the preferences of crochetiers regarding hooks, designs, and their familiarity with crochet techniques and applications, using a structured questionnaire and snowball sampling Sep 15, 2025 · The researchers used the snowball sampling technique as described by Alston and Bowles (2003) to recruit the learners to participate in the study. , 2022). Snowball sampling is a non-probability sampling method where new units are recruited by other units to form part of the sample. The review has shown that convenience and purposive sampling techniques are not the same Snowball sampling is a well-known, nonprobability method of survey sample selection that is commonly used to locate hidden populations. Methods: This paper is a descriptive review of previous research papers. , 2009) and were included in the final sample. The next section provides examples of how snowball sampling is used in qualitative research projects. Data were gathered using English keywords, including “review,” “declaration Dec 10, 2024 · Purposive sampling (PS) is one of the most commonly used approaches in qualitative research across a wide range of scientific disciplines. Feb 18, 2023 · PDF | This article discusses the snowball sampling strategy that has been successfully used for decades in research in the field of social sciences. Snowball sampling is a sampling method used by researchers to generate a pool of participants for a research study through referrals made by individuals who share a particular characteristic of research interest with the target population.
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