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Finally, we emphasize the importance of data collection and model validation to ensure, amongst others, compliance to regulatory guidelines.
The importance of data collection for effective pesticide management has been stressed in the Code of Conduct (FAO 2005).
Shareef also stressed the importance of data collection and analysis in measuring the progress that Central Asian countries have made towards achieving the goals of the Millennium Development Summit, Education for All and World Fit for Children.
The lack of a complete supplemental data set limits the strength of the conclusions and is a reminder of the importance of data collection and submission, particularly in rare diseases.
The reason for the under-scoring of PN1 by AQAs might not be due to their inability to identify low grade pneumonia but due to a misunderstanding resulting in an underestimation of the importance of data collection even for low grade pneumonia and the impact on herd health.
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Core variables will be prioritised based on importance and feasibility of data collection.
Secondly, from the reasons given for outcomes being either measured but not analysed or not measured, there was a general lack of clarity about the importance and feasibility of data collection for the outcomes chosen at the time of protocol development.
The outcomes demonstrate the importance of longer periods of data collection, which may be necessary to capture the full range of natural behavioural variability that exists both amongst and within individual fish.
Evidence from research on survey methods confirms the importance of combining various modes of data collection in surveys where potentially sensitive issues are investigated.
As there was no test-retest component in this study, reliability of the importance ratings at each time point of data collection could not be confirmed.
The training also included the importance of supervisors discussing all aspects of data collection with interviewers to ensure their consistency throughout the study.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com