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For example, University of Chicago behavioral scientists found that less experienced pathologists' aggregated findings were better at predicting a cancer patient's survival time, based on viewing a biopsy slide than the expert pathologists' conclusions.
Even in the published articles, only gross aggregated findings were reported, and some important issues such as the review results of the maternal death were generically mentioned.
The strength and direction of the influence of the identified factors were assessed using the aggregated findings from all respective sources and marked with '+' / '++' (positive/very positive influence), '-' / '' (negative/very negative influence) or '+/-' (mixed influence).
21 Our study consisted, respectively, of 10 and 9 years of daily data from Greece and Victoria, and 41 years of monthly data from Norway, which enabled us to validate our aggregated findings and illuminate possible causal pathways through more detailed analyses.
The style adopted by some was descriptive rather than conceptual (e.g., papers S4, S5, S20, S26) and/or read like a narrative synthesis, in which they had aggregated findings from primary studies, or a thematic synthesis (e.g., papers S2, S5, S12, S21, S26).
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In brief, the aggregated list of rater labels was statistically analysed (see below), the aggregate findings were sent out to the reviewers for a second rating round if the consensus coefficient was <0.800.
Individual-level analyses confirm aggregate findings.
The F.A.A. report acknowledged that it could be argued that the wiring issue might not pose an immediate safety risk, but said that "the aggregate findings of the workmanship quality raised the specter of a cumulative safety risk".
Other important problems include publication bias; "fishing" for statistically significant findings; an inability to learn from failed studies; and differences in research design that make it very difficult to aggregate findings from related studies.
We then combined the results from those studies that concerned modern data in a "meta-analysis," a powerful statistical procedure that allowed us to compare and aggregate findings across the individual studies.
Also from these data, simplified average multi-linear plots derived from all the experiments can be compared based on different test specimen and loading types, leading to aggregate findings about various distinctive structural behaviors exhibited.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com