Coding means 'deriving and developing concepts from data' [ 18] through constantly going from data to concepts.
Secondary, tertiary, and subsequent readings used constant comparison (40) to identify similarities and differences in these domains within and across cases, with frequent returns to the raw data to review concepts and reflect on patterns and connections with the data in an inductive manner.
Analysis proceeds inductively, beginning with coding, then using coded data to form concepts and categories.
To summarize a large volume of experimental data, To explore concepts and test hypotheses, To predict the behavior of the systems under non-tested conditions, To identify conditions for optimal performance of a process as defined by an objective function.
We went through the process of systematically reducing the massive raw data to identify concepts and themes relating to our research question i.e. identifying how the participants conceptualize severe mental disturbance in relation to causes and what kinds of interventions they prefer for the severely mentally ill.
A mathematical model can be used for different purposes (Ashyraliyev et al. 2009; Hu 2012): To summarize a large volume of experimental data, To explore concepts and test hypotheses, To predict the behavior of the systems under non-tested conditions, To identify conditions for optimal performance of a process as defined by an objective function.
Data and services were mapped to concepts and categories as implemented in legacy and de novo community ontologies.
Compared to the Acoustic Positioning Systems used for the km3 demonstrators, ANTARES and NEMO Phase 1, this new system is based on the "all data to shore" concept and it will permit the enhancement of detector positioning performances, reduction of costs and its use as real-time monitor of environmental acoustic noise.
Within each section we use illustrative examples drawn from the social insect literature (mostly from ants, for which there is the best data) to illustrate concepts or trends and make a number of predictions concerning how a particular trait is expected to correlate with other aspects of social complexity.
An iterative process was used to identify analytical categories, and to analyze the data to uncover key concepts and insights until no new codes or coding groups were required; i.e., until all text from the transcripts had been assigned to one or more codes.
