0474 Three-arm randomised controlled trial of Cognitive Behavioural Therapy for Insomnia, a responsive bassinet, and sleep hygiene for preventing postpartum insomnia: Preliminary findings on maternal insomnia and sleep outcomes (Study for Mother-Infant Sleep)
Bibliographic record
Abstract
Abstract Introduction Insomnia symptoms are common during the perinatal period and are linked to adverse parent/infant outcomes. This single-blind 3-arm randomised controlled trial examined how two interventions targeting different mechanisms prevent postpartum insomnia compared to sleep hygiene control. Trial registration: ACTRN12619001166167. Methods Participants were nulliparous females 26-32 weeks gestation with self-reported insomnia symptoms (Insomnia Severity Index [ISI] scores ≥ 8). Participants were randomized 1:1:1 to: (a) a responsive bassinet designed to support infant sleep until 6 months postpartum (RB), (b) therapist-assisted cognitive behavioural therapy for insomnia (CBT-I) delivered during pregnancy and postpartum, or (c) a sleep hygiene booklet (control condition; CTRL). Outcomes were assessed at baseline (T1), 35-36 weeks gestation (T2), and 2, 6, and 12 months postpartum (T3-T5). The primary outcome is ISI scores averaged T3-T5. Secondary outcomes are PROMIS Sleep Disturbance (SDI), Sleep-Related Impairment (SRI), and self-report total sleep time (TST). We report preliminary results on T1-T4 as T5 is ongoing. Multiple regression analyses controlling for baseline outcomes examined group differences at post-baseline timepoints. Results 127 participants were randomised (age M±SD=32.62±3.49; RB = 44, CBT-I = 42, CTRL = 41), and 118 (92.9%) completed T4. Compared to CTRL, CBT-I had lower ISI, SDI, and SRI at T2, T3, and T4 (all p<.05 except p=.07 and .06 for ISI at T3 and T4; Cohen’s d ranges 0.39-0.99); differences in TST were non-significant at all timepoints (all p>.25). The RB condition had significantly longer TST at T4 (40.10 min longer, p=.008, d=.63) compared to CTRL, but these two conditions did not differ significantly on any other measures across all timepoints (p>.22). Conclusion Preliminary findings suggest CBT-I was efficacious in preventing insomnia symptoms and reducing sleep disturbance and sleep-related impairment, but did not increase maternal sleep duration postpartum. Conversely, a responsive bassinet designed to support infant sleep meaningfully increased maternal sleep duration at 6 months postpartum but did not prevent insomnia symptoms. These initial findings suggest that perinatal sleep complaints are a multifactorial problem that likely require multi-component interventions targeting different causes and mechanisms. Support (If Any) National Health and Medical Research Council, Department of Education and Training.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".