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The remaining 19 meta-analyses reported insignificant effect sizes, and the pooled ROR was 0.69 (95%: 0.59 to 0.79).
Given that the study sample was quite large, one possible explanation for the statistical significances with insignificant effect sizes would be the result of type I error (false positive) [ 38].
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The decline in omnivores was completely explained by effects on Formicidae (E = −0.43±0.31, n = 24) and removal of this group led to an insignificant effect size (E = −0.05±0.33, n = 21).
The subgroups of either isometric, concentric-eccentric, or purely eccentric contraction type showed comparable (statistically insignificant) weighted averaged effect sizes of 0.95, 0.82, and 1.04, respectively.
The results showed that the chi-square statistics did not change significantly (∆ χ 2 (1) = 0.00, p = 1.00), the loadings of the Common Latent Factor on all indicators were insignificant, and the effect sizes between the constructs remained unchanged.
All other variables tested in univariable analysis had relatively small effect sizes with insignificant p values (Table 3).
Baseline differences for psychological parameters were analysed using independent group t-test, and showed statistically insignificant, but small to medium effect sizes for most measures.
Fifth, unpublished researches were not included in our meta-analysis, and unpublished outcomes were often insignificant, which might inflate the effect sizes in the presented study.
If this research area is to develop into a more mature science, it will also be important to replicate effects and report both significant and insignificant findings to facilitate meta-analysis and estimation of effect sizes.
Both porosity and grain size are secondary parameters with an insignificant effect on the compressive strength of the beach calcarenite.
Effect size was moderate (0.40) for the EQ-5D Index among patients experiencing an adverse event; effect sizes for all other dimensions were "small" and insignificant (0.05 0.20).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com