An example of method-decomposing on the coding method in grounded theory
On 8 main ideas of the coding method (notably, from open
coding to axial coding, to selective coding) of the grounded theory, and
describe 2 claims of this method in terms of Toulmin's model of argument.
Grounded theory's coding
method, developed by Glaser and Strauss and refined by Strauss and Corbin,
progresses through open, axial, and selective coding stages to build theory
inductively from data. Here are its eight main ideas, followed by two key claims
analyzed via Toulmin's model.
Coding Stages
·
Open coding breaks raw data into discrete concepts by line-by-line analysis,
labeling events, actions, and ideas as initial codes.
·
Constant comparison runs throughout, pitting data against data, codes against codes,
and categories against categories to refine emerging ideas.
·
Axial coding links open codes around axial categories, exploring causal
conditions, contexts, strategies, and consequences via a coding paradigm.
·
Selective coding identifies a core category that integrates all others into a
cohesive theory, validating relationships across the data.
·
Theoretical sampling guides ongoing data collection based on emerging codes, ensuring
saturation rather than exhaustive coverage.
·
Theoretical saturation halts analysis when new data yields no fresh insights, confirming
category stability.
·
Memo-writing captures reflections, code-category links, and theoretical hunches
to track the emergent theory.
·
Iterative flexibility allows fluid movement between stages, prioritizing data-driven
discovery over rigid sequence.
Claim 1: Inductive Theory
Building
Grounded theory generates robust theories directly from empirical data
without preconceived hypotheses.
Toulmin Analysis:
Claim: The coding method produces valid, emergent theories superior to
deductive approaches.
Grounds: Open-to-selective progression yields patterns via constant
comparison, as seen in studies deriving novel social processes from interviews.
Warrant: Inductive saturation ensures comprehensive coverage, linking
micro-data to macro-theory through iterative refinement.
Claim 2: Rigor in Qualitative
Analysis
The method imposes systematic structure on subjective data, enhancing
replicability and credibility.
Toulmin Analysis:
Claim: Grounded theory coding rivals quantitative methods in analytical
rigor.
Grounds: Defined stages (e.g., axial paradigm) and saturation criteria
provide audit trails, unlike unstructured thematic analysis.
Warrant: Constant comparison as a causal logic bridges discrete codes to
integrated theory, mirroring scientific falsification.
Relevant links: on ALRA 2026.
A collection of blog notes on using chatgpt for research purpose.
No comments:
Post a Comment