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Behavioral Activation Therapy: Boosting Happiness and Creativity Among College Students

2024· article· en· W4406279057 on OpenAlex
Jingjing Ying, Kamdin Parsakia

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueKMAN Counseling and Psychology Nexus · 2024
Typearticle
Languageen
FieldPsychology
TopicMindfulness and Compassion Interventions
Canadian institutionsnot available
Fundersnot available
KeywordsHappinessCreativityBoosting (machine learning)PsychologyClinical psychologyPsychotherapistMathematics educationSocial psychologyArtificial intelligenceComputer science

Abstract

fetched live from OpenAlex

This study aimed to evaluate the effectiveness of Behavioral Activation Therapy (BAT) in enhancing subjective happiness and creative thinking among university students. By addressing psychological well-being and cognitive functioning concurrently, the study sought to provide a comprehensive intervention model for student development. A randomized controlled trial design was employed, involving 30 university students randomly assigned to either an intervention group (n=15) or a control group (n=15). The intervention group participated in eight 75-minute BAT sessions over two months, while the control group received no intervention. Subjective happiness was measured using the Subjective Happiness Scale (SHS), and creative thinking was assessed using the Torrance Tests of Creative Thinking (TTCT). Assessments were conducted at baseline, post-intervention, and at a two-month follow-up. Data analysis included repeated measures ANOVA and Bonferroni post-hoc tests using SPSS version 27. The results indicated a significant increase in subjective happiness and creative thinking scores in the intervention group compared to the control group. The intervention group showed substantial improvements in SHS and TTCT scores from baseline to post-intervention and sustained these gains at the two-month follow-up. The repeated measures ANOVA confirmed significant main effects for time and group, with post-hoc tests revealing specific time points of significant change. Behavioral Activation Therapy significantly enhances subjective happiness and creative thinking among university students. These findings suggest that BAT is an effective intervention for improving psychological well-being and cognitive functioning in this population. Integrating BAT into university wellness programs could provide substantial benefits for student mental health and academic performance.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.603
Threshold uncertainty score1.000

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)0.0010.000

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 head0.059
GPT teacher head0.411
Teacher spread0.351 · 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