Purposive sampling: complex or simple? Research case examples
- PMID: 34394687
- PMCID: PMC7932468
- DOI: 10.1177/1744987120927206
Purposive sampling: complex or simple? Research case examples
Abstract
Background: Purposive sampling has a long developmental history and there are as many views that it is simple and straightforward as there are about its complexity. The reason for purposive sampling is the better matching of the sample to the aims and objectives of the research, thus improving the rigour of the study and trustworthiness of the data and results. Four aspects to this concept have previously been described: credibility, transferability, dependability and confirmability.
Aims: The aim of this paper is to outline the nature and intent of purposive sampling, presenting three different case studies as examples of its application in different contexts.
Results: Presenting individual case studies has highlighted how purposive sampling can be integrated into varying contexts dependent on study design. The sampling strategies clearly situate each study in terms of trustworthiness for data collection and analysis. The selected approach to purposive sampling used in each case aligns to the research methodology, aims and objectives, thus addressing each of the aspects of rigour.
Conclusions: Making explicit the approach used for participant sampling provides improved methodological rigour as judged by the four aspects of trustworthiness. The cases presented provide a guide for novice researchers of how rigour may be addressed in qualitative research.
Keywords: interview research; novice nurse researchers; purposive sampling; study design; trustworthiness.
© The Author(s) 2020.
Conflict of interest statement
Declaration of conflicting interests: The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article..
References
-
- Amankwaa L. (2016) Creating protocols for trustworthiness in qualitative research. Journal of Cultural Diversity 23(3): 121–125. - PubMed
-
- Baillie L. (2015) Promoting and evaluating scientific rigour in qualitative research. Nursing Standard 29(46): 36–42. - PubMed
-
- Campbell S, Watson B, Gibson A, et al.(2004) Comprehensive service and practice development: City Hospitals Sunderland's experience of patient journeys. Practice Development in Health Care 3(1): 15–26.
-
- Coyne IT. (1997) Sampling in qualitative research. purposeful and theoretical sampling; merging or clear boundaries?. Journal of Advanced Nursing 26(3): 623–630. - PubMed
-
- Draucker CB, Martsolf DS, Ross R, et al.(2007) Theoretical sampling and category development in Grounded Theory. Qualitative Health Research 17(8): 1137–1148. - PubMed
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