Adaptation to Parenthood During the Post-Adoption Period: A Review of the Literature
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.
Bibliographic record
Abstract
Substantial research has been conducted on new parents’ adjustment during the transition to biological parenthood. However, very little is known about adjustment experiences during the transition to adoptive parenthood. Such information could assist in creating support systems for adoptive parents similar to those that currently exist for biological parents. A systematic literature review was conducted to examine individual and relational adjustment outcomes during the transition to adoptive parenthood, limited to those studies that examined the immediate post-adoption period through 3 years post-placement. By searching six databases using a variety of keywords including post-adoption, adapt, and parent, 11 research studies were identified that reported on parental mental health, physical health, and intimate partner relationship satisfaction in the immediate post-adoption period. The studies reviewed appear to indicate that post-adoption depression is relatively common, although perhaps less so than depression among biological parents. It is difficult to draw conclusions about physical health and relationship satisfaction as only one study directly assessing each outcome was located. Findings suggest that additional research is warranted to provide a clearer characterization of physical and psychological adaptation to parenthood among adoptive parents.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it