articleJournal of Applied Structural Equation ModelingJun 25, 2020DIAMOND OA

Sample Size for Survey Research: Review and Recommendations

National University of Sciences and Technology · UCSI University · +4 more institutions

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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…

Citation impact

1,204
total citations
FWCI
143.18
Percentile
100%
References
96
Citations per year

Authors

6

Topics & keywords

Keywords
  • Sample size determination
  • Rule of thumb
  • Sample (material)
  • Computer science
  • Data science
  • Psychology
  • Statistics
  • Mathematics
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