MétaCan
Menu
Back to cohort
Record W2767103749

Pain Management: Effects on Pain Perception in Older Adults and College Students

2015· article· en· W2767103749 on OpenAlexaboutno aff
Jennifer S. Daks

Bibliographic record

VenueW&M Publish (College of William & Mary) · 2015
Typearticle
Languageen
FieldNeuroscience
TopicPain Management and Placebo Effect
Canadian institutionsnot available
Fundersnot available
KeywordsPain perceptionPerceptionPsychologyPain managementPhysical therapyMedicinePhysical medicine and rehabilitationClinical psychologyNeuroscience
DOInot available

Abstract

fetched live from OpenAlex

This study examined the relationship between pain perception and meditation among older adults and college students diagnosed with a chronic pain condition. Chronic pain was defined as having pain most days of the week for at least three months. 13 participants were older adults recruited from a local senior center and 18 participants were college students recruited from a local university. Participants attended one intervention that measured the immediate effects of a meditation or education training on perceptual aspects of pain. Pain intensity, sensation and emotional response were measured with the McGill pain questionnaire short-form. Catastrophic thoughts about pain were measured by the pain catastrophizing scale. The depression, anxiety and stress scale was also utilized in this study to measure overall distress. Results showed a marginally significant trend towards meditation decreasing the intensity of pain in older adults. Results also revealed greater reductions in all measures of pain in both older adults and college students who underwent meditation training versus an education group, yet these results did not reach statistical significance. College students showed somewhat greater improvement in comparison to older adults in both control and experimental groups, though not significantly so. This study was limited in its effectiveness because of a small sample size and an unclear sample of individuals with chronic pain conditions. Although the study only yielded significant decreases distress levels in college students, it highlights the overall potential benefits of a meditation intervention as a plausible and effective treatment for chronic pain as well as co-morbid conditions associated with pain.

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)0.013
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.666
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.012
GPT teacher head0.243
Teacher spread0.231 · 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.

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

Citations1
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueW&M Publish (College of William & Mary)Same topicPain Management and Placebo EffectFrench-language works237,207