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Record W4409878073 · doi:10.5539/hes.v15n2p402

Narrative Pedagogy in Public Health: Teaching Systemic Inequities Through the Short and Tragic Life of Robert Peace

2025· article· en· W4409878073 on OpenAlexvenueno aff
Naa-Solo Tettey

Bibliographic record

VenueHigher Education Studies · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHealth and Conflict Studies
Canadian institutionsnot available
Fundersnot available
KeywordsNarrativePedagogySociologyPublic healthTeaching methodInequalityPsychologyMedicineNursingLiteratureArt

Abstract

fetched live from OpenAlex

This study explores the impact of integrating The Short and Tragic Life of Robert Peace into the undergraduate public health course PBHL 2950: Disparities in Health as a pedagogical tool to enhance student understanding of systemic inequities. Traditional lecture-based methods often fail to effectively convey complex concepts such as social determinants of health (SDOH), systemic racism, and economic disparities. Narrative-based learning, however, has been shown to deepen student engagement by humanizing statistical data and theoretical constructs. Using a mixed-methods approach, this study assesses how engagement with Robert Peace’s life story influences students’ comprehension of public health frameworks, including the Social-Ecological Model (SEM) and SDOH, and their ability to critically analyze structural inequities. Findings indicate that students demonstrated significant improvement in their ability to identify systemic health disparities, apply public health theories, and engage in policy discussions. Qualitative analysis of student reflections revealed increased empathy, enhanced systems thinking, and a stronger motivation for public health advocacy. However, students faced challenges in developing actionable, multi-tiered public health interventions, underscoring the need for structured guidance on intervention design. The study suggests that integrating real-world narratives into public health curricula can bridge the gap between theory and lived experience, preparing students with the critical thinking skills necessary for addressing health disparities. These findings contribute to ongoing discussions on innovative teaching strategies that cultivate cultural competence, policy awareness, and advocacy-oriented thinking in future public health professionals.

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)0.005
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.006
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0030.006
Scholarly communication0.0050.005
Open science0.0010.008
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0060.001

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 head0.238
GPT teacher head0.554
Teacher spread0.316 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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