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A novel quantitative approach to concept analysis: the internomological network.
Paul F Cook1, Kai R Larsen, Teresa J Sakraida
1College of Nursing, University of Colorado, Aurora, USA. paul.cook@ucdenver.edu
Nursing Research
|May 18, 2012
Summary
A new quantitative method, internomological network (INN) analysis, clarifies construct meanings in chronic illness self-management research. It identifies synonyms like "adaptation" and related concepts, improving cross-disciplinary understanding.
Area of Science:
- Health Sciences
- Medical Informatics
- Social Sciences
Background:
- Disciplinary research on patient "transition to self-management" of chronic illness faces semantic confusion due to polysemy and synonymy.
- Clarifying construct meanings is crucial for consistent research and integrated literature.
Purpose of the Study:
- To test a novel quantitative method for clarifying construct meanings by analyzing the similarity of published contexts.
- To compare the novel internomological network (INN) analysis with concept analysis for construct clarification.
Main Methods:
- Published terms related to "transition to self-management" of chronic illness were analyzed using internomological network (INN) analysis, a latent semantic analysis.
- INN analysis calculated mathematical relationships between constructs based on their contextual usage by researchers.
- Results were compared with concept analysis, a qualitative best-practice method, to identify synonyms and related terms.
Main Results:
- INN analysis results were consistent with concept analysis findings.
- "Adaptation" emerged as the clearest synonym for "transition to self-management," though with lower cross-disciplinary use.
- INN analysis confirmed key features and identified new related concepts, while terms like "coping" and "readiness" showed more circumscribed meanings.
Conclusions:
- Intenomological network (INN) analysis is a promising quantitative methodology for assessing semantic relationships between research constructs.
- This method effectively bridges disciplinary boundaries, aiding the integration of diverse literature on chronic illness self-management.
- INN analysis offers a valuable tool for enhancing clarity and consistency in complex health research areas.
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