MétaCan
Menu
Back to cohort
Record W4404697079 · doi:10.1177/14680173241279028

Spirituality in social work practice: Myth or essential component of ethical and effective service provision?

2024· article· en· W4404697079 on OpenAlexaff
David R. Hodge, Heather Marie Boynton, Jo‐Ann Vis, John R. Graham, Diana Coholic, Edward R. Canda

Bibliographic record

VenueJournal of Social Work · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Spirituality, and Psychology
Canadian institutionsLaurentian UniversityUniversity of British Columbia, Okanagan CampusLakehead UniversityUniversity of Calgary
Fundersnot available
KeywordsSpiritualitySocial workScholarshipAutonomyPsychological interventionPublic relationsEngineering ethicsPsychologySociologyMedicineNursingPolitical scienceLaw

Abstract

fetched live from OpenAlex

Summary Recent scholarship questions the concept of practitioners addressing spirituality in social work practice arguing, for instance, that social workers should not conduct spiritual assessments. This article responds to these criticisms. Employing a modified domain-based review of the relevant literature, this article contends that addressing spirituality is an essential component of ethical and effective service provision. Findings To support the notion that social workers should address spirituality in practice, seven intertwined rationales are delineated. Specifically, conducting a spiritual assessment positions practitioners to (1) observe widely affirmed social work ethical principles, (2) respect client autonomy regarding the nature of the services they receive, (3) identify potential strengths that can be leveraged to assist clients deal with challenges, (4) provide culturally relevant services that resonate, rather than conflict, with clients' values, (5) create evidence-informed spiritual interventions that ameliorate problems, (6) advocate for social justice and clients' fundamental human rights, and (7) comply with professional standards and protocols that require the administration of spiritual assessments to optimize the effectiveness of services. Applications Based on the findings, we suggest that social workers should be equipped and trained to administer spiritual assessments and work with clients' spiritual and religious beliefs and practices to ensure the provision of effective, client-centered services.

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)0.017
metaresearch head score (Gemma)0.026
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.017
Threshold uncertainty score0.092

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.026
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0030.025
Scholarly communication0.0080.009
Open science0.0010.006
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0020.000

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 head0.032
GPT teacher head0.423
Teacher spread0.391 · 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 designTheoretical or conceptual
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

Citations9
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Social WorkSame topicReligion, Spirituality, and PsychologyFrench-language works237,207