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The important fisheries and aquaculture industries suffer from weak data collection and management systems.
Uncertainty was also involved in the measurements and estimates for the covariables over 20 years and for countries with weak data collection and measurement systems.
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The capacities of the statistical bureaus are weak and their data collection exercises are not coordinated with the demands of policy decision makers.
In the wider health centres, however, mechanisms of administrative accountability remained weak, hindered by poor data collection and under capacitated leadership.
Quantitative studies most commonly received weak ratings for confounders, data collection methods and withdrawals and drop outs (see Tables 2 and 3 for further details on study quality assessments).
Similarly, population health interventions are often conducted in settings where data collection procedures are weak, therefore, addressing the challenges of creating robust information systems must also be considered.
A weak rating was allocated to the data collection component for this study as we were unable to determine from the paper whether the data collection tools/methods were reliable and valid.
However, the data collection systems are weakest in this area.
This may explain why the laws governing data collection firms have been so weak.
The sophisticated mathematics we use to analyze vast collections of data sometimes disguises weak data.
23 26 30 Studies were shown to be particularly weak when reporting controlling for confounders and methods of data collection.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com