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Record W4304606848 · doi:10.36366/frontiers.v34i3.666

Essential Participants: Centering the Experiences of Southern Hosts in Global Service-Learning Pedagogy and Practice

2022· article· en· W4304606848 on OpenAlex
Jessica Vorstermans, Katie MacDonald

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

VenueFrontiers The Interdisciplinary Journal of Study Abroad · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicTourism, Volunteerism, and Development
Canadian institutionsAthabasca UniversityYork University
Fundersnot available
KeywordsScholarshipService-learningFocus groupSociologyService (business)PedagogyPsychologyPolitical science

Abstract

fetched live from OpenAlex

In this paper we are concerned with the ways in which hosts are often excluded from scholarship and programming of global service learning. By global service learning (GSL), we mean a multiplicity of programs that occur facilitating service work for people across borders, generally with volunteers moving from the North to the South. We present findings from a research project conducted in 2014 with 37 host families. We circulated a survey to better understand host experiences of, expectations of, and hopes for GSL. Drawing on these survey results we provide some prompting questions for GSL participants (both students and program designers) to shift focus from student experience to relationship and mutuality. Using global service learning literature, critical disability theory and critical pedagogy through an intersectional lens, we center questions of uneven labor, accessibility, and structures of inequity. Three main themes emerged from our data: mutuality, gendered labor, and preparation. We present several infographic images capturing themes from the study to facilitate discussions with students who are preparing for GSL experiences and for those who are leading and designing programming. Our intention is to provide tools for educators to center the voices, desires, and motivations of Southern hosts in all of their GSL preparations.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.023
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.018
GPT teacher head0.360
Teacher spread0.342 · 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