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The social construction of chronicity – a key to understanding chronic care transformations

2009· article· en· W2144747684 on OpenAlexaff
Carmel M. Martin, Chris L. Peterson

Bibliographic record

VenueJournal of Evaluation in Clinical Practice · 2009
Typearticle
Languageen
FieldMedicine
TopicChronic Disease Management Strategies
Canadian institutionsNOSM University
Fundersnot available
KeywordsHealth careArgument (complex analysis)Context (archaeology)NarrativePublic healthMedicineSociologyPolitical scienceNursingLaw

Abstract

fetched live from OpenAlex

PURPOSE: The purpose of this paper is to argue the importance of contemporary analysis of the modern social construction of chronicity--encapsulating the world views of the chronically ill, and the medical and health system constructions of chronic disease, through the nature of care for chronic conditions. It is argued that chronic diseases are themselves, socially constructed, despite widely accepted disease classification systems. Thus, there is a need to examine how different ideas have permeated our clinical and health system developments and their social context and vice versa. METHODS: We examine historical ideas, theory and evidence about the tensions in social construction of chronic illness by those afflicted and the responses of society, the medical and health professions and increasingly the public and private institutions that shape health care. This is with the background of major differences in the two cultures that create knowledge: those based upon argument and intellectual logic--hermeneutic, and those based upon 'objectivist' empirical science, often called heuristic. Evidence-based medicine (EBM) is the flagship of disease management, increasingly narrative-based medicine and other similar genres are becoming the pragmatic face of social constructions, yet sit in juxtaposition without synthesis. A third culture has emerged of scientific intellectuals who straddle these cultures and in health care their public face is 'mixed methods'. FINDINGS: Recent cases of modern ideas about improving chronic care were reviewed. We found that despite developments of social theory, the world view of the chronically ill exerts small influence in health system redesign, apparently dominated by chronic disease models. Confusion remains within health system reforms as to the social construction of chronicity--chronic disease, chronic condition or chronic illness and chronic care transformations. The role of Primary Care remains ambiguous straddling disease and illness. Radical redesign of health systems is taking place without an understanding and discourse about the nature of their construction. Ad hoc eclectism with unquestioning adoption of the dominant EBM paradigm is driving a new health culture based on disease-based performance incentives, which is intrusive beyond the medical model and pays little attention to narratives of illness and even less to the whole social reconstruction of illness and wellness. CONCLUSIONS: Health care systems cannot afford to avoid, and should actively embrace the critiques of social theory and analyses in the transformations of health systems to improve chronic care. Creative tensions between empirical and intellectual critique, and a synthetic middle ground are likely to lead to more realistic and innovative approaches spanning the nature of chronicity and the transformation of Primary Care.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.575
Threshold uncertainty score0.851

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.192
GPT teacher head0.530
Teacher spread0.338 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designOther design
Domainnot available
GenreEmpirical

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".

Quick stats

Citations47
Published2009
Admission routes1
Has abstractyes

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