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The paper concludes with a consideration of the dilemma facing transport researchers: the wish to collect ever more complex information to advance understanding versus the need to develop methodologies that are simple to use, to maximise data quality and response rates.
To maximise data quality and the inclusion of sequences representing genuine transcripts, we used a three-step assembly strategy.
In order to minimise participant burden and to maximise data quality, the list of items provided to participants was limited to 42.
Standard data checks and cleaning procedures (e.g. range and consistency checks) were used to minimise errors and missing values and to maximise data quality.
Further refinements to these strategies, or more novel strategies, aimed at increasing response specifically among GPs need to be identified in order to maximise data quality and generalisability of research results.
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One of the responsibilities of this employee was to maximise IIMS data quality, which involved, among other things, ensuring that incidents were assigned the appropriate "Incident Type".
To maximise response and thus data quality and generalisability from GP surveys, further research is needed to establish optimal questionnaire length and incentives and to systematically investigate, and seek solutions for, barriers to GP participation in research.
Different processes will be carried out to guarantee study data quality and thus maximise the validity and reliability of measurements of the results.
30 We will use advanced survey design techniques that maximise the potential for trading between attributes to enhance the data quality.
Vijaya Ramachandran Take advantage of existing data: Data use is strongly tied to data quality.
Data Quality Obligation.
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optimal data quality
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maximise data precision
maximise data detail
maximise data verifiability
maximise data usefulness
maximise data extraction
maximise data completeness
maximise data accessibility
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