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Sample Size for Survey Research: Review and Recommendations
Journal
Journal of Applied Structural Equation Modeling
ISSN
2590-4221
Date Issued
2020-06-25
Author(s)
Mumtaz Ali Memon
Hiram Ting
Jun-Hwa Cheah
Ramayah Thurasamy
Francis Chuah
DOI
10.47263/jasem.4(2)01
Abstract
Determining an appropriate sample size is vital in drawing realistic conclusions from research findings. Although there are several widely adopted rules of thumb to calculate sample size, researchers remain unclear about which one to consider when determining sample size in their respective studies. ‘How large should the sample be?’ is one the most frequently asked questions in survey research. The objective of this editorial is three-fold. First, we discuss the factors that influence sample size decisions. Second, we review existing rules of thumb related to the calculation of sample size. Third, we present the guidelines to perform power analysis using the G*Power programme. There is, however, a caveat: we urge researchers not to blindly follow these rules. Such rules or guidelines should be understood in their specific contexts and under the conditions in which they were prescribed. We hope that this editorial does not only provide researchers a fundamental understanding of sample size and its associated issues, but also facilitates their consideration of sample size determination in their own studies.
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