Jamesian pragmatism: a framework for working towards unified diversity in nursing knowledge development
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.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.086 | 0.048 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.010 | 0.005 |
| Science and technology studies | 0.013 | 0.131 |
| Scholarly communication | 0.023 | 0.025 |
| Open science | 0.006 | 0.023 |
| Research integrity | 0.008 | 0.011 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".