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Larger sample sizes are required because of an increase in the variance of the estimate arising from a shorter period of data collection to keep the power.
In studies dealing with complex issues, the researchers need to adopt an adaptive attitude during the data collection to keep in tune with the evolving understanding of the issue under study.
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However, to keep data collection to a minimum, and ensure recruitment to detect the main outcome (overall mortality), computed tomography data were not routinely collected.
First, keep track of every step, from data collection to results, and whenever possible keep track with electronic records.
We kept data collection to a minimum to encourage people to take part, thus increasing the generalisability of the results.
To increase the uptake and follow-up rates, we kept data collection to a minimum, so we do not have data on health outcomes or on the previous strategies for weight loss used by the participants.
The proformas used in this study and the fact that the two allergists did a number of clinics together to standardize data collection helped to keep any bias or variation in the way the information was collected from this cohort to a minimum.
We therefore optimized the data collection protocol to keep the total accumulated electron dosage below this critical value.
The principal investigator supervised data collection to ensure data quality and implemented a daily check of the collected data in order to keep consistency.
A field journal was kept during the intensive period of data collection to further ensure accuracy of findings and to record additional observations.
This industry is in a transition from telephone data collection to Internet data collection".
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