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Record W3144859804 · doi:10.1007/s41042-021-00052-0

Exploring the Relationship Between Character Strengths and Meditation: a Cross-Sectional Study Among Long-Term Practitioners of Sahaja Yoga Meditation

2021· article· en· W3144859804 on OpenAlex
Tom Hendriks, Joshua N. Pritikin, Rajeev Choudhary, Chad Danyluck

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

VenueInternational Journal of Applied Positive Psychology · 2021
Typearticle
Languageen
FieldPsychology
TopicMindfulness and Compassion Interventions
Canadian institutionsCarleton University
FundersUniversity of Nottingham Ningbo China
KeywordsMeditationGratitudePsychologyStrengths and weaknessesCharacter (mathematics)Set (abstract data type)ForgivenessMindfulnessClinical psychologyApplied psychologySocial psychologyPsychotherapistComputer science

Abstract

fetched live from OpenAlex

Abstract A growing body of research has associated the practice of meditation with the development of character strengths. Sahaja Yoga (SY) is a spiritual practice designed to help people develop a set of character strengths. The primary goal of the current work is to determine whether practitioners of SY meditation endorse signature strengths. Using the VIA Inventory of Strengths 120, we conducted a survey to measure character strengths among 310 daily practitioners of SY meditation and compared them to a matched sample from the database of the VIA Institute on Character. Practitioners of SY meditation endorsed seven signature strengths, relative to non-meditators: spirituality, forgiveness, gratitude, self-regulation, teamwork, appreciation of beauty, and hope. Findings suggest that the practice of SY meditation may be related to a unique and broad set of character strengths. The findings pave the way for research identifying signature strength development in other group contexts.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.031
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.116
GPT teacher head0.438
Teacher spread0.322 · 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