Sample, sample size and sampling: a review of current recommendations

Introduction: The present review is based on the need to know the current recommendations on the sample, sample size and sampling that are considered in various empirical studies, aspects that certainly can generate confusion especially in novice researchers. In this sense, a theoretical and methodo...

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Detalles Bibliográficos
Autores: Gamarra-Moncayo, José, Prada-Chapoñán, Rony
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2025
País:Perú
Institución:Instituto Peruano de Orientación Psicológica
Repositorio:Interacciones
Idioma:inglés
OAI Identifier:oai:ojs.ejournals.host:article/447
Acceso en línea:https://revistainteracciones.com/index.php/rin/article/view/447
Access Level:acceso abierto
Palabra clave:sampling
sample size
sample
research
review
muestra
tamaño de muestra
muestreo
investigación
revisión
Descripción
Sumario:Introduction: The present review is based on the need to know the current recommendations on the sample, sample size and sampling that are considered in various empirical studies, aspects that certainly can generate confusion especially in novice researchers. In this sense, a theoretical and methodological framework is established that attempts to answer different questions raised on this subject, based on publications in high impact journals, guaranteeing their credibility and suitability. Objective: Provide a guide that offers different views on sample sizes and their practical application for researchers, teachers and students. Method: Theoretical study in the form of a narrative review. Results: Current recommendations revolve around performing power analysis to calculate the sample size, regardless of the type of sampling to be used, in addition to the fact that it is a good practice to be guided by the sample sizes of other studies with similar characteristics, preferably from journals indexed in high-level databases. However, it is necessary to clarify that this work should not be taken as a definitive guide, but that it is the duty of the researcher to be informed of new updates in methodologies that may arise on this subject. Conclusions: The choice of sample size depends on multiple factors that should be carefully analyzed.