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Record W4410933848 · doi:10.1080/10888691.2025.2510282

Meaning making in the context of the COVID-19 pandemic: effects of purpose in life, positive reframing, acceptance, and event appraisal

2025· article· en· W4410933848 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueApplied Developmental Science · 2025
Typearticle
Languageen
FieldPsychology
TopicCultural Differences and Values
Canadian institutionsUniversity of LethbridgeConcordia University
FundersSocial Sciences and Humanities Research Council of CanadaCanadian Institutes of Health ResearchMinistère de l’Éducation, Gouvernement de l’Ontario
KeywordsCognitive reframingPandemicCoronavirus disease 2019 (COVID-19)Meaning (existential)Context (archaeology)Event (particle physics)Psychology2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Meaning-makingSocial psychologyMedicineHistoryPsychotherapistVirologyDiseaseInfectious disease (medical specialty)

Abstract

fetched live from OpenAlex

In a continuously changing world, we are confronted with stressors that may have negative impacts on well-being across our lifespan. Consequently, having and preserving internal psychological resources is important. In Park and Folkman’s meaning making model, purpose in life may guide individuals through meaning making processes when stressful age-graded events are encountered. Based on this model, we tested the role of purpose in life in the context of COVID-19 in two samples of emerging adults. First, a cross-sectional structural equation model (SEM) showed that there was an indirect effect of purpose in life on distress, via adaptive appraisal of the event and greater engagement in positive reframing. Second, a longitudinal SEM indicated that across an 8-month period, acceptance and positive reframing predicted purpose, and changes in purpose mediated the relation between using acceptance at T1 and maintenance of purpose at T3. Implications for the meaning making model are discussed.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.220
Threshold uncertainty score0.237

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.044
GPT teacher head0.385
Teacher spread0.340 · 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