MétaCan
Menu
Back to cohort
Record W4306173700 · doi:10.1016/j.jpain.2022.10.004

Chronic Struggle: An Institutional Ethnography of Chronic Pain and Marginalization

2022· article· en· W4306173700 on OpenAlexafffund
Fiona Webster, Laura Connoy, Abhimanyu Sud, Kathleen Rice, Joel Katz, Andrew D. Pinto, Ross Upshur, Craig Dale

Bibliographic record

VenueJournal of Pain · 2022
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsUniversity of TorontoToronto General HospitalPublic Health OntarioMcGill UniversityHumber River Regional HospitalSt. Michael's HospitalWestern University
FundersCanadian Institutes of Health ResearchWestern University
KeywordsChronic painSituatedSociologyEthnographyPsychologyPsychiatry

Abstract

fetched live from OpenAlex

There have been several recent calls to re-think chronic pain in response to the growing awareness of social inequities that impact the prevalence of chronic pain and its management. This in turn has resulted in new explorations of suffering as it relates to pain. While laudable, many of these clinically oriented accounts are abstract and often fail to offer a critical theoretical understanding of social and structural inequities. To truly rethink pain, we must also reconsider suffering, beginning in the everyday expert knowledge of people with chronic pain who can offer insights in relation to their bodies and also the organization of the social circumstances in which they live. Our team undertook a sociological approach known as institutional ethnography (IE) to explicate the work of people in managing lives beset by chronic pain and the inequities that stem from marginalization. In keeping with our critical paradigm, we describe participant accounts as situated, rather than lived, to de-emphasize the individual in favour of the social and relational. Through our analysis, we offer a new concept of chronic struggle to capture how pain, illness, economic deprivation, and suffering constitute a knot of experience that people living with chronic pain are obliged to simplify in order to fit existing logics of medicine. Our goal is to identify the social organization of chronic pain care which underpins experience in order to situate the social as political rather than medical or individual. PERSPECTIVE: This article explicates the health work of people living with chronic pain and marginalization, drawing on their situated experience. We offer the concept of chronic struggle as a conceptualization that allows us to bring into clear view the social organization of chronic pain in which the social is visible as political and structural rather than medical or individual.

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)0.005
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.565
Threshold uncertainty score0.373

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.012
GPT teacher head0.281
Teacher spread0.269 · 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 designObservational
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

Citations26
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueJournal of PainSame topicMusculoskeletal pain and rehabilitationFrench-language works237,207