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Firstly, the results are frequently based on aggregate level data that are often subject to potential endogeneity and omit variable bias.
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The supply of pollination is mostly studied at the landscape scale while recent studies on the demand for pollination services provide a global-scale picture based on aggregate national-level data.
The data from the TTO interviews were analysed using two approaches based on aggregate and individual level modelling.
First of all, our trends' calculations are based on aggregate data, not considering the individual level.
The analysis based on aggregate data is limited to the cross-sectional level.
Fourth, because this study was based on aggregate data, it should be noted that an association among variables at an aggregate level does not necessarily mean that the association exists at the individual level[ 38].
(For example, the use of a blood cadmium level alone to predict kidney effects might be inferior to predictions based on aggregate past accumulation of cadmium in the kidney, based on the past history of cadmium blood levels x time).
28 29 30 Fourthly, as our analysis is based on aggregate data, we cannot determine whether it reflects associations at an individual level.
If his compensation were based on aggregate earnings growth, NVR's buybacks would have little effect on his pay.
The synthesised finding may then be downgraded based on the aggregate level of dependability from across the included findings.
This information, however, is based on aggregated data collections, with no analysis at individual patient level.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com