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Record W4406873257 · doi:10.23880/eoij-16000338

Effects of a Psychotherapeutic Pathway Based on Mindfulness, Acceptance and Commitment Therapy and Creative Contact with Nature in People with Mild Intellectual Disability

2025· article· en· W4406873257 on OpenAlexaff
Mario Vaccaro, D Nicolosi, N Aiello, Karen Macmillan, P Vaccaro, Teresa Iona, Fruci GM, M Agnesone

Bibliographic record

VenueErgonomics International Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicDiverse Approaches in Healthcare and Education Studies
Canadian institutionsProvincial Health Services Authority
Fundersnot available
KeywordsMindfulnessPsychotherapistPsychologyAcceptance and commitment therapyIntellectual disabilityPsychiatryIntervention (counseling)

Abstract

fetched live from OpenAlex

Mild intellectual disability is characterized by a limited ability to adapt to novel situations and difficulties in managing emotions. Common challenges faced by individuals with mild intellectual disability include difficulty managing anger and reduced psychological flexibility, factors that can hinder their ability to cope with daily challenges and negatively impact their quality of life. The current study demonstrates that an integrated psychotherapeutic program, incorporating Mindfulness exercises, the third-generation cognitive-behavioural approach known as Acceptance and Commitment Therapy (ACT), and interactions with nature inspired stimuli either imagined or co-created with the participant (for example billboards depicting sea or mountain landscapes, plants present in the psychotherapeutic work context, background nature sounds, etc.), can enhance psychological flexibility, anger management skills, reduce perceived stress, and improve subjective well-being in individuals with mild intellectual disability. The sample, consisting of 20 people with mild intellectual disability aged 17-26 years showed significant improvements after the intervention. These results fill the existing gap in the literature. Historically, research has often emphasized the limitations associated with patients’ cognitive impairments, overlooking their inherent strengths and underutilizing their personal resources. As a result, reduced cognitive ability has frequently been cited as a barrier to benefiting from psychological counselling, leading to limited therapeutic options being offered to this population.

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.

How this classification was reachedexpand

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.068
Threshold uncertainty score0.315

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.023
GPT teacher head0.320
Teacher spread0.297 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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