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The data format of variables was regulated by BPHIC.
To guarantee similar quality and format of variables and identical encryption procedure at each site, the linkage center generates semi-automated pre-processing and encryption templates.
Then we will create a new data set for all the raw data and harmonise the names and format of variables, which will be used for further IPD meta-analysis.
For example, the format of variables may differ or string variables such as names can be inconsistent due to typographical errors, use of nicknames or abbreviations, changes due to marriage or pre- and postfixes.
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Most questions are in the format of binary variables, and can be answered by "yes" or "no".
The aim of using templates for pre-processing is to guarantee similar quality and format of linkage variables after data cleaning at each individual site.
Other non climatic factors might explain outbreaks of dengue such as (i) geographical characteristics of the study area (i.e. housing density, climate and agriculture works) and (ii) virus characteristics (serotype or virulence), but could not be explored in our study because of the non temporal format of these variables.
However, attrition was high (41%) and the format of this variable was different from the other alcohol drinking variables at previous time-points, and therefore it was not used in formal association analyses.
The effects of individual differences such as self-efficacy and preference for group work were contingent on the format of the variable pay plan.
A common format for coding of variables, used by all partners, was made by the coordinator, who also merged all files.
The appropriate functional formats of continuous variables were determined by examining nonparametric regression (smoothing) plots with a restricted cubic spline function.
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