Jamesian pragmatism: a framework for working towards unified diversity in nursing knowledge development
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Nursing is frequently described as practical or pragmatic and there are many parallels between nursing and pragmatism, the school of thought. Pragmatism is often glancingly referenced by nursing authors, but few have conducted in-depth discussions about its applicability to nursing; and few have identified it as a significant theoretical basis for nursing research. William James's pragmatism has not been discussed substantially in the nursing context, despite obvious complementarities. James's theme of pluralism fits with nursing's diversity and plurality; his emphasis on social conscience in our actions matches nursing's fundamental purpose of improving the lives of others; his continuous testing of pluralistic truths in critically reflective practice pairs well with nursing's focus on developing best-available, holistic evidence; and his conceptualization of truth as being born in practice and becoming an instrument in practice is entirely compatible with nursing's theory-practice identity. The oft-discussed theory-practice gap is seen to hinder the development of nursing knowledge. If nursing is to find its identity in knowledge development and potentiate the knowledge developed, it is imperative to identify and address that which is impeding progress. By way of the pragmatic tenets of William James, I will argue that a significant part of the theory-practice gap lies in how nursing knowledge development is operationalized, creating a false dichotomy between practice and research. I will also argue that the research-practice schism has been widened by continued philosophical and methodological infighting in the research community. I will describe how Jamesian pragmatism can be 'what works' for rebuilding relationships and supporting an engaged plurality within nursing research and bring research and practice together into a collaborative and iterative process of developing nursing knowledge.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it