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Record W2988050659 · doi:10.1093/geroni/igz038.2399

CULTURAL MOTIVATION TO VOLUNTEER AMONG OLDER JEWISH ADULTS: AN EXPLORATORY STUDY

2019· article· en· W2988050659 on OpenAlexaffabout
Eireann O’Dea, and Andrew Wister

Bibliographic record

VenueInnovation in Aging · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicTourism, Volunteerism, and Development
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsGenerativityVolunteerJudaismPsychologyPopulationGerontologySocial psychologySociologyMedicineDemography

Abstract

fetched live from OpenAlex

Abstract The physical, mental, and social benefits for older adults who volunteer are well-documented. Absent from this area of research however, is an understanding of volunteer motivation and experiences among culturally diverse older adults. This study addresses this research gap by exploring the volunteer pathways, motivations, and experiences of Jewish older adults in Vancouver, BC, Canada. The Jewish community is notable for possessing high levels of social capital, indicated by close community ties and the large number of faith and culturally based organizations, including community centres, day schools, seniors’ centres, and family service agencies, which provide many opportunities for older adults to volunteer. Despite this, they remain an understudied population. Semi-structured qualitative interviews were conducted with twenty-one older adult volunteers (age 55+), and two paid volunteer staff in the Jewish community. Theoretical concepts including social capital, generativity, and the life course perspective on aging were used to guide interview questions. Data analysis revealed three themes related to cultural motivation to volunteer: 1.) A desire to support the current and future generations of the Jewish community, 2.) To satisfy the “Jewish ethic” of giving back, and 3.) Experiences of discrimination (anti-Semitism) over the life course. Participants frequently volunteered for organizations that supported the infrastructure of the Jewish community. Findings indicate how cultural experiences and values may influence the decision to volunteer and the types of volunteer roles taken on by older adults. Further, they suggest the ways in which cultural and religious generativity may be expressed through volunteerism, a previously unexplored concept.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.055
Threshold uncertainty score0.109

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0080.002
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
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 head0.025
GPT teacher head0.300
Teacher spread0.275 · 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 source (direct Gemma or distilled Codex), 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
Published2019
Admission routes2
Has abstractyes

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