The process of qualitative data analysis will use the three step method of data reduction, data display, and drawing conclusions/verification [ 49].
Nvivo software [ 48] will be used to assist with organization of data during thematic analysis, and data analyzed using the interpretive descriptive method [ 45]. 'The process of qualitative data analysis will use the three step method of data reduction, data display, and drawing conclusions/verification [ 49], and contextualized using the postcolonial theoretical lens provided by Battiste [ 22].
PCA is a method of data reduction.
GIFT analysis was performed following three main steps: (i) data reduction, (ii) ICA, and (iii) back reconstruction.
Generic thematic analysis techniques [ 32- 34] were employed, and the three concurrent steps of data analysis activity described were followed: data reduction, data display and conclusion drawing [ 33].
Therefore, whether dealing with 454 or Illumina data, we recommend combining annotations from contigs and unassembled (debris) sequences for 454 samples and employing a two-step data reduction of assembly followed by clustering of contigs and debris for Illumina.
Manual coding [ 17] of the transcripts was the first step towards data reduction.
Local variable time steps will make data reduction inordinately complex, and for what possible benefit?
For both activity monitors, pedometers and accelerometers, a last step in the data reduction process was the determination of a weekday average.
The finite-element polycrystal model serves as the final step in the data reduction process, revealing significant spatial heterogeneity of orientation, stress and plastic strain rate distributions.
