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46 In the qualitative strand, internal validation (credibility) will be performed by using an audio recording device to ensure accuracy; member-checking of collected data for general accuracy and accuracy of quotes and comparing codes among several coders.
We routinely check quality of collected data by comparing information from different sources (e.g. questionnaires, clinical records, biochemical exams); assessing variable range and distribution; evaluating the quality of biospecimens through specific analyses conducted on random samples; and verifying the database completeness through multiple queries.
The identity of the eluted proteins was checked by analysis of collected fractions on SDS-PAGE.
To check the reliability of collected data, Cronbach's alpha values were also determined for each extracted factor as presented in the last column of each table.
This data helped in cross-checking the accuracy of collected data and synthesizing the desired information.
Data audits - Every 3 months a data audit will be conducted to check for completeness of collected data.
Every afternoon, 5% of collected data were checked by three investigators for completeness and consistency.
The principal investigator supervised data collection to ensure data quality and implemented a daily check of the collected data in order to keep consistency.
Cross-checking of data collected by local health authorities at the time of flight arrival showed no recall bias.
Mr. Messina said that 98 percent of checks collected by the campaign were for less than $250, a figure that he suggested "should end any Washington chatter about whether our grass-roots base will be engaged".
J. Bradley Jansen, a privacy advocate at the Free Congress Foundation, a research group, views some of the background checks as the equivalent of "collecting data on innocent people".
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