MétaCan
Menu
Back to cohort
Record W4388098103 · doi:10.15566/cjgh.v10i2.839

Moral injury among western healthcare missionaries: a qualitative study

2023· article· en· W4388098103 on OpenAlexaff
Jason Paltzer, James Ritchie, Doug Lindberg, Michael Toppe

Bibliographic record

VenueChristian Journal for Global Health · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Society, and Development
Canadian institutionsConcordia University
Fundersnot available
KeywordsHealth careMoral injurySpiritualityQualitative researchSpiritual carePsychologyNursingFaithPublic relationsSociologyMedicineSocial psychologyPolitical scienceLawAlternative medicineSocial science

Abstract

fetched live from OpenAlex

Introduction Moral injury among healthcare missionaries leads to negative consequences for the individual, healthcare team, patients, and sending agencies. Conflicting values in clinical care, culture, and spirituality provide unique potentially morally injurious experiences. The purpose of this qualitative study is to explore the phenomenon of moral injury among western healthcare missionaries to develop effective support and treatment strategies. Methods A qualitative interview guide was developed based on the existing literature on moral injury. Twenty-one key informant interviews were completed by two former healthcare missionaries. Participants were based in Africa, Asia, and Eastern Europe healthcare mission settings. Questions were based on clinical, cultural, and spiritual domains of potential ethical and moral conflicts. Protective factors were also explored based on one’s faith and spiritual practices. Interviews were transcribed and coded independently by two analysts. The team reviewed the codes and determined themes from across the three domains. Results Seven themes emerged from the interviews ranging from morally injurious experiences with cultural leadership practices and unfamiliar clinical care experiences to guilt over practicing outside of one’s scope of practice and addressing suffering alongside God’s sovereignty. The themes led to the development of an injury/growth pathway as a potential model for helping healthcare missionaries describe and move through potentially morally injurious experiences. Conclusion The themes allow for healthcare missionary sending agencies to develop strategies, training, and support systems for teams preparing to enter the mission field and for individuals already in the field. Recommendations for growing through potentially morally injurious experiences are suggested to guide practice and support for missionaries in the field. The growth values and strategies could inform the development of a screening tool to assess moral injury among healthcare missionaries.

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)0.009
metaresearch head score (Gemma)0.007
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 score0.014
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0140.008
Scholarly communication0.0040.004
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.086
GPT teacher head0.491
Teacher spread0.405 · 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

Citations1
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueChristian Journal for Global HealthSame topicReligion, Society, and DevelopmentFrench-language works237,207