MétaCan
Menu
Back to cohort

The reluctant and the envious: Therapeutic subalternity and the practice of homeopathy in North America

2022· article· en· W4293216309 on OpenAlexafffundabout
Nadine Ijaz

Bibliographic record

VenueSocial Science & Medicine · 2022
Typearticle
Languageen
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsCarleton University
FundersCanadian Institutes of Health Research
KeywordsHomeopathyNaturopathyLegitimationSociologyMedicineTraditional medicineAlternative medicineSocial sciencePolitical scienceLawPoliticsPathology

Abstract

fetched live from OpenAlex

This work presents a neo-Gramscian theorization of therapeutic hegemony and subalternity, deployed with reference to the practice of homeopathy in North America by two increasingly-professionalized but unorthodox health occupational groups: Homeopaths and Naturopaths. Despite both occupations' contemporary sociopolitical subordination to dominant biomedicine, the continent's Homeopaths have been less successful in their professionalization efforts, owing partly to homeopathy-their primary therapeutic modality-being widely considered incommensurable with biomedical science. For Naturopaths, who increasingly align themselves with biomedical evidentiary norms, homeopathy represents but one among several central therapeutic modalities. Using survey (n = 588) and interview (n = 31) data from an empirical case involving Homeopaths and Naturopaths in Ontario, Canada-a jurisdictional outlier in which both groups are regulated by the state-the author employs the theory of therapeutic subalternity to illuminate the internal struggles faced by homeopathy-practising occupations in a biomedically-dominant context. Despite their regulated standing, Homeopaths' negative media characterization and ongoing lack of access to third-party insurance reimbursement contribute to ongoing frustration among practitioners, expressed as displaced envy toward the province's more elite, homeopathy-practising Naturopaths. However, while most Naturopaths express appreciation for homeopathy's clinical merits, many appear increasingly reluctant to use or discuss the practice to prevent compromise to their profession's therapeutic legitimation.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.332
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.013
Scholarly communication0.0000.000
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 head0.022
GPT teacher head0.333
Teacher spread0.311 · 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; both teacher heads agree on what is shown here.

Study designQualitative
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

Citations7
Published2022
Admission routes3
Has abstractyes

Explore more

Same venueSocial Science & MedicineSame topicComplementary and Alternative Medicine StudiesFrench-language works237,207