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Record W4380990287 · doi:10.1016/j.wss.2023.100154

Caring in crisis: The experiences of local religious leaders meeting community food needs in the Philippines during the COVID-19 pandemic

2023· article· en· W4380990287 on OpenAlexafffund
Shoshannah Joanna Speers, Lincoln Lau, Hannah Tait Neufeld, Danilo Servano, Daryn Joy Go, Amy Kipp, Laura Jane Brubacher, Warren Dodd

Bibliographic record

VenueWellbeing Space and Society · 2023
Typearticle
Languageen
FieldHealth Professions
TopicFood Security and Health in Diverse Populations
Canadian institutionsUniversity of TorontoPublic Health OntarioUniversity of Waterloo
FundersSocial Sciences and Humanities Research Council of CanadaUniversity of Waterloo
KeywordsGeneral partnershipPublic relationsWork (physics)Psychological interventionReligious organizationPandemicPolitical scienceSociologyEconomic growthCoronavirus disease 2019 (COVID-19)NursingMedicineLaw

Abstract

fetched live from OpenAlex

To respond to the unintended consequences of prevention measures to reduce COVID-19 transmission, individuals and groups, including religious leaders, have collaborated to provide care to those negatively impacted by these measures. Amid these various efforts and interventions, there is a need to deepen our understanding of diverse expressions of care across various geographical and social contexts. To address this need, the objective of this study was to investigate how religious leaders in the Philippines practiced care for their communities by meeting emergency food needs amid the COVID-19 pandemic. Guided by an ethics of care theoretical orientation, we conducted 25 remote semi-structured interviews with Filipino religious leaders who partnered with a Philippines-based non-governmental organization (NGO) to mobilize essential food aid to their local communities. Through defining the efforts and activities of these religious leaders as care work, we found that religious leader experiences revolved around navigating care responsibilities, caring alongside others, and engaging holistically with the care work. Additionally, we observed how contextual factors such as the humanitarian settings where religious leaders worked, the partnership with an NGO, and the positionality of local religious leaders within their communities, fundamentally shaped the care work. This study expands our understanding of how care is practiced and experienced and also brings greater visibility to the experiences and efforts of local religious leaders in responding to humanitarian emergencies.

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)0.004
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0130.008
Scholarly communication0.0030.003
Open science0.0020.006
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.175
GPT teacher head0.425
Teacher spread0.250 · 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 designQualitative
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

Citations6
Published2023
Admission routes2
Has abstractyes

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