Searched over 200M research papers for "convenience sampling"
10 papers analyzed
These studies suggest that convenience sampling can be useful in specific contexts but generally has limitations in generalizability and may introduce selection bias, requiring careful consideration and sometimes empirical replication to validate findings.
20 papers analyzed
Convenience sampling is a widely used non-probability sampling technique where samples are drawn from a population that is conveniently accessible to the researcher. Despite its popularity, this method has significant limitations, particularly concerning the generalizability of the findings. This synthesis explores the key insights from various research papers on the use of convenience sampling, its limitations, and potential ways to mitigate its drawbacks.
Generalizability Issues:
Comparative Studies:
Practical Considerations:
Mitigation Strategies:
Convenience sampling is a practical and widely used method in various research fields, especially when random sampling is not feasible. However, its significant limitations in terms of generalizability and potential biases necessitate careful consideration and the implementation of strategies to mitigate these drawbacks. By incorporating stratification, periodic validation, and quality criteria, researchers can enhance the reliability and validity of their findings, making convenience sampling a more robust tool in scientific research.
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