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It is of great importance to address issues that arise when original data are being harmonized.
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Data were harmonized at the data coordinating center with regular input from each study's principal investigator and data collection staff.
In Malawi, where facility level is available electronically through the national M and E system, data was harmonized with the national data to confirm accuracy and generalizability.
While data collection will be harmonized, information will be obtained from an international group whose range of perspectives will yield different interpretations of epidemiologic events.
The data were harmonized, merged, and subsequently imputed using the Genome of the Netherlands (GoNL) data set.
Clinical and epidemiologic data was harmonized across the two studies through a systematic evaluation of individual study questionnaires, protocols, and data dictionaries.
This ideally requires that the data are harmonized before collection and prior to merging.
Together with the USAID-supported Demographic and Health Surveys (DHS), with which the data are harmonized, this is the largest single source of MDG information.
Once these data were harmonized and standardized across available years, additional processing was unnecessary.
In the final step the BCG data was harmonized to a synchronized recorded ECG).
Unfortunately, these data could not be harmonized because of heterogeneity of the social activity questionnaires across cohorts.
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