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Record W3042955941 · doi:10.1177/0091450920941267

Governing Parental Drug Use in the UK: What’s Hidden in “Hidden Harm?”

2020· article· en· W3042955941 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.

Bibliographic record

VenueContemporary Drug Problems · 2020
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsDalhousie University
Fundersnot available
KeywordsHarmScrutinyIntervention (counseling)CriminologyContext (archaeology)NeglectPsychologySociologyPolitical scienceSocial psychologyLawPsychiatry

Abstract

fetched live from OpenAlex

In 2003, the UK Advisory Council on the Misuse of Drugs published Hidden Harm, the product of an inquiry that exposed the “problems” of parental drug use and its neglect by professionals. It outlined an extensive program of reforms designed to protect children from harm. Despite its far-reaching influence, it has rarely been subject to scrutiny, with analyses focusing on its impact instead. Drawing on Bacchi’s post-structuralist “What’s the Problem Represented to be” approach, we examine problematizations within Hidden Harm and their implications for the governance of family life. We illustrate how Hidden Harm produced a simplified version of parenting and child welfare within the context of drug use by largely equating drug use with “bad” parenting and child maltreatment and by ignoring the social determinants of health and the wider social ecology of family life. Using a tried-and-tested driver of policy change, Hidden Harm created a “scandal” about the lack of intervention by professionals that was used to justify and legitimize increased state intervention into the lives of parents who use drugs. Hidden Harm proposed simplistic “solutions” that centered on drug treatment, child protection and the responsibilization of professionals to govern “risky” parents. We argue these rationalities, subjectivities and strategies serve to marginalize and stigmatize families further and hide alternative approaches to understanding, representing and responding to the complex needs of children and families who are disproportionately affected by health and social inequalities. By uncovering what is hidden in Hidden Harm, we aim to stimulate further research and theoretically informed debate about policy and practice related to child welfare, parenting and family life within the context of drug use. We conclude with some ideas about how to reframe public discourse on parents who use drugs and their children, in tandem with collaborative responses to alleviate child poverty and inequalities.

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)0.001
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.496
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.127
GPT teacher head0.361
Teacher spread0.235 · 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