Privatisation and marketisation of post-birth care: the hidden costs for new mothers
Bibliographic record
Abstract
Retrenchment of government services has occurred across a wide range of sectors and regions. Care services, in particular, have been clawed away in the wake of fiscal policies of cost containment and neoliberal policies centred on individual responsibility and market autonomy. Such policies have included the deinstitutionalisation of care from hospitals and clinics, and early discharge from hospital, both of which are predicated on the notion that care can be provided informally within families and communities. In this paper we examine the post-birth "care crisis" that new mothers face in one region of Canada. Method. The data are drawn from a larger study of social determinants of pregnant and new mothers' health in Victoria, Canada. Mixed methods interviews were conducted among a purposive sample of women at three points in time. This paper reports data on sample characteristics, length of stay in hospital and health service gaps. This data is contextualised via a more in-depth analysis of qualitative responses from Wave 2 (4-6 weeks postpartum). Results: Out results show a significant portion of participants desired services that were not publically available to them during the post-birth period. Among those who reported a gap in care, the two most common barriers were: cost and unavailability of home care supports. Participants' open-ended responses revealed many positive features of the public health care system but also gaps in services, and economic barriers to receiving the care they wanted. The implications of these findings are discussed in relation to recent neoliberal reforms. Discussion & conclusions. While Canada may be praised for its public provision of maternity care, mothers' reports of gaps in care during the early postpartum period and increasing use of private doulas is a worrying trend. To the extent that individual mothers or families rely on the market for care provision, issues of equity and quality of care are pivotal. This paper concludes with suggestions for further research on the impact of recent changes in post-birth care on new fathers and on inequities in pre and post-birth care in less-resourced regions of the world.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".