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Exploratory analyses will lead us to determine which data to use in further analyses, the cut-off points, and the number of categories the explanatory determinants should be divided into.
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Due to our small sample size of 35 participants and the anticipated multicollinearity between cytokines, we decided to run 12 "independent" models, with the same fatigue outcome, and in each model one cytokine as explanatory determinant.
Third, also the explanatory variables (determinants) may change in time.
Following the DEA-based performance measurement of each container port (first stage), the present paper aims at assessing the effect of several determinants (explanatory variables) of technical efficiency (second stage).
Figure 2 Explanatory framework of the determinants of migrant entrepreneurship.
It was part of the work that attempted to validate the explanatory theories of the determinants of the financial structure of firms empirically.
As there is an incremental basis to our dependent variable, we use as per Graham (1996a)—the changes in possible determinants as explanatory variables, except for the variables MTREBIT, NDTS*RISK and RISK.
where Y i t, t + 1) and X it are the environmental productivity change over time of the ith firm at t to t + 1 periods and the determinants (the explanatory variables) of the ith firm at t period, respectively; βs are parameters to be estimated; and μ is the error term.
For OHIP, the decomposition results require cautious interpretation because of the low explanatory power of the determinants of health regression.
A final set of stakeholders is the research community, since associations of data items between data sets may be used for explanatory studies of organisational determinants of care outcomes.
The purpose of this pilot study was two-fold: to examine the relationship between developmental delays and dental caries in low-income preschoolers and to present a preliminary explanatory model on the determinants of caries for enrollees in Head Start, a U.S. school readiness program for low-income preschool-aged children.
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