ERIC Number: EJ1218274
Record Type: Journal
Publication Date: 2019
Pages: 15
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0022-0973
EISSN: N/A
Using Total Sample Size Weights in Meta-Analysis of Log-Odds Ratios
Park, Sunyoung; Beretvas, S. Natasha
Journal of Experimental Education, v87 n3 p400-414 2019
The log-odds ratio (ln[OR]) is commonly used to quantify treatments' effects on dichotomous outcomes and then pooled across studies using inverse-variance (1/v) weights. Calculation of the ln[OR]'s variance requires four cell frequencies for two groups crossed with values for dichotomous outcomes. While primary studies report the total sample size ("n.."), many do not report all four frequencies. Using real data, we demonstrated pooling of ln[OR]s using "n.." versus 1/v weights. In a simulation study we compared two weighting approaches under several conditions. Efficiency and Type I error rates for 1/v versus "n.." weights used to pool ln[OR] estimates depended on sample size and the percent of studies missing cell frequencies. Results are discussed and guidelines for applied meta-analysts are provided.
Descriptors: Sample Size, Meta Analysis, Statistical Analysis, Efficiency, Error Patterns, Effect Size
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A