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In particular, the tasks of design space definition and representation as superstructure, as well as the data collection, validation and handling may become too complex and cumbersome to execute, especially when large problems are considered.
This study was carried out in several stages: initial data collection, validation of the results through additional data collection, and analysis using a new categorization scheme (Table 1).
Statistical activities at FAO include the development and implementation of methodologies and standards for data collection, validation, processing and analysis.
BJ assisted with data collection, validation of discharge diagnoses, and data analysis.
The project coordinator facilitated timely data collection, validation of data, and entry onto a study database.
The details of the questionnaire, data collection, validation and ethical approval have been reported in a previous publication [ 18].
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Arafat Mokhtar is a Business Intel Analyst at Stanford School of Medicine, who supports the Human Resources Group with data collections, validation, cleansing, and analytics to provide actionable data insights used by leadership management to make data-driven decisions on the organization workforce.
The CMP uses rigorous methods of data collection and validation to ensure data are complete, valid and reliable, and the CMPD meets the criteria of a high-quality clinical database.
Further data collection and validation sessions were planned if needed based on results of the first validation session.
MycoDB (Data Citation 1: Dryad Digital Repository http://dx.doi.org/10.5061/dryad.723m1) contains data from three main phases of data collection and validation.
Results from data collection, data validation, and survey results analyses are incorporated into a participation database table that restricts duplicate and unwanted responses.
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