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Record W7014700784

Psychological Recovery After Aneurysmal Subarachnoid Haemorrhage: The Role of Post-traumatic Growth and Self-Compassion

2021· other· en· W7014700784 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVictoria University Research Repository (Victoria University) · 2021
Typeother
Languageen
FieldPsychology
TopicPosttraumatic Stress Disorder Research
Canadian institutionsnot available
Fundersnot available
KeywordsPsychosocialDepression (economics)Social supportTraumatic stressSubarachnoid hemorrhageSubarachnoid haemorrhageCognitionTraumatic brain injuryQuality of life (healthcare)
DOInot available

Abstract

fetched live from OpenAlex

Aneurysmal subarachnoid haemorrhage (aSAH), a subset of haemorrhagic stroke, is a potentially fatal condition with a mortality rate of 50%. Of those that survive, some 60% will experience ongoing disability and impairment. Forty percent of remaining survivors will experience what is deemed as a good neurological recovery. Despite this seemingly good recovery, people have still been found to experience negative psychosocial outcomes such as elevated levels of post- traumatic stress symptoms (PTSS), depression and reduced levels of overall well- being. As a result, an aSAH can be viewed as a traumatic life experience with the potential for ongoing psychological sequelae. More recently the literature has identified that traumatic experiences can also elicit an opportunity for growth. Post-traumatic growth (PTG) has previously been investigated as an outcome after a range of natural disasters and medical conditions; however, no known studies have specifically investigated PTG after an aSAH. Recently PTG has been identified as playing a psychologically protective role after a diagnosis of breast cancer. The Transformational theory of PTG posits that there is an interrelationship between cognitive and social aspects of an individual’s functioning after trauma that may support the recovery process. This model will be used for this study. This research comprised two separate studies incorporating established measures and semi-structured interviews. The quantitative study comprised N = 251 adults who had experienced an aSAH, and were recruited from Australia, New Zealand, U.K., U.S.A. and Canada. This study examined whether people who have survived an aSAH experience PTG; if predictors including self-compassion and social support influence the development of PTG after an aSAH; if PTG moderates the relationship between PTSS, and depression and subjective well-being (SWB); and if self-compassion moderates the relationship between PTSS and depression and SWB. Regression analyses were used to analyse the data. Results showed that people experience PTG after an aSAH; Self-compassion predicted PTG, but social support did not; PTG and self- compassion were not found to moderate the relationship between PTSS and either depression or SWB domains. Supplementary analyses revealed that self- compassion was found to mediate the relationship between PTSS and depression and PTSS and SWB domains. The qualitative study comprised N = 6 Australian adults exploring experiences of recovery. Qualitative data was analysed using a comparative exploratory descriptive case studies approach with four categories (physical, psychological, social, and treatment) and four main cross-case themes identified: psychological impacts, physical impacts, impact on family, friends and work, interaction with medical professionals and the implications of surgical treatment. Exploration of PTG and self-compassion after an aSAH was also explored with seven themes being identified: feeling grateful, new directions in life, prioritising living life to the fullest, strengthening of relationships, spiritual and existential growth and change, self-criticism and frustration, and putting the aSAH experience in context.

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 categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.699
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.027
GPT teacher head0.296
Teacher spread0.269 · 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