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Record W2986958632 · doi:10.1177/1363459319886115

Professional ambivalence among care workers: The case of doula practice

2019· article· en· W2986958632 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHealth An Interdisciplinary Journal for the Social Study of Health Illness and Medicine · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicEmotional Labor in Professions
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsProfessionalizationAmbivalenceCertificationNursingCare workChildbirthValue (mathematics)Work (physics)IdeologyPsychologyMedicineSociologyPublic relationsSocial psychologyPolitical sciencePoliticsPregnancySocial science

Abstract

fetched live from OpenAlex

Doulas are non-medical, privately paid caregivers to women during pregnancy and childbirth, who have entered the maternity care field in recent decades. In a hospital setting, doulas offer women emotional and physical support that supplements clinical care. Drawing on focus groups and interviews with eight doulas working in one Atlantic Canadian city, along with Abbott and Merrabeau's analysis of the professionalization of 'caring' occupations, I consider how doulas navigate the uncertain terrain of their emerging occupation. In general, the work performed by care workers is viewed as an extension of the work women perform in the domestic sphere, for which they are understood to be 'naturally' talented. As a result, 'caring' occupations need to find ways to emphasize the value of their role and justify the need for adequate pay. While traditional processes of professionalization appear to offer a solution, the credentials associated with being a 'profession' - a monopoly over a field and a distinct body of (scientific) knowledge - may not be relevant when evaluating the quality of care provision. I argue that doulas hold ambivalent perspectives towards the nature of their training, the requirements of certification and 'appropriate' interactions with clients due to the broader tension between care work and professional ideology.

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.

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)0.010
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.130
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0210.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.055
GPT teacher head0.514
Teacher spread0.459 · 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