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TROPICAL MEDICINE COMMUNITY HEALTH CARE & RESEARCH 2015
By… Assoc. Prof. Dr. Sompong Srisaenpang, M.D., Ph.D.
http://home.kku.ac.th/sompong
SAMPLE SIZE DETERMINATION
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Why ?
n is large enough to provide a reliable answer to the research question
too small n a waste of time too many n a waste of money & other
resources May be unethical e.g. delayed beneficial
therapy
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When ?
Quantitative research Descriptive study Analytical study Cohort study Case-control study Cross-sectional study
Intervention study Experimental study (RCT) Quasi-experimental study (Non-RCT)
In “Research Methodology”
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Inferential statistics needs representative sample
Two components of representative sample Probability sampling Adequate sample size
Inferential statistics (95% CI, p-value) Predict results in the study population by
using the discovered results in the relevant samples
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Probability sampling
Single stage Simple random sampling Systematic sampling Stratified random sampling Cluster sampling
Multi-stages Each stage must base on 4 methods above
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Non-probability sampling
Convenience (accidental) sampling Purposive (judgemental) sampling Quota sampling Snow ball (network, chain) sampling
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Adequate sample size
n is usually determined by the primary objective of the study
method of calculating n should be given in the proposal, together with the assumptions made in the calculation
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Steps of sample size determination Determine primary objective of the study Translate it into relevant statistics Proportion (describe, compare) Mean (describe, compare) Correlation
Calculate sample size regarding the defined statistics
Justify for related measurement Before-after measurement in the same
individual Matching
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4 Modules for sample size calculation
Modules Functions
Describe
Compare2
Pairsetc Etcetera
Estimate proportion, mean
Compare 2 proportions, 2 means (assessment of association between variables)
Related measurement Correlation
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