Associated features of Asperger Syndrome and their relationship to parenting stress
Bibliographic record
Abstract
BACKGROUND: Studies have shown an increased level of stress in parents of autistic children relative to parents of non-autistic children. Few studies have examined parenting stress specifically within the Asperger Syndrome (AS) population. Children with AS often have associated difficulties such as sensory sensitivities and problems with executive functioning (i.e. planning, inhibiting, shifting set). This study was designed to study parenting stress as well as to consider the relationship between parenting stress and some of the associated difficulties of AS. More specifically, the aims of this study were to demonstrate the following: that, as a group, parents of children with AS would report elevated levels of parenting stress, a finding which may be more significant for mothers than fathers; that children with AS show impairment in executive functioning as well as heightened sensory sensitivity according to parent report; that parent report of their child's demanding characteristics would be positively associated with their self-reported levels of parenting stress. METHODS: Participants in this study were the parents of 39 children between the ages of 5 and 12 years, reflecting a 71% response rate, in the Lothian region of Scotland who completed The Parenting Stress Index, the Behavioural Rating Inventory of Executive Function and the Short Sensory Profile. RESULTS: The study revealed that both mothers and fathers of AS children reported elevated levels of parenting stress. There was a significant positive correlation between mother's parenting stress and the child's level of impairment, both with respect to executive dysfunction as well as sensory difficulties. CONCLUSION: The challenges of parenting a child with AS should not be underestimated. Further study is needed to explore the causative role that child impairments play in parenting stress and what types of interventions may prove most helpful to these families.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".