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Record W7154016169 · doi:10.71446/yt48326546

Practice 14 Relational Responsivity: Centring Client Worldviews

2025· book-chapter· W7154016169 on OpenAlexaff
Sandra Collins, Melissa Jay, Ivana Djuraskovic, Don Zeman

Bibliographic record

Venuenot available
Typebook-chapter
Language
FieldPsychology
TopicCounseling, Therapy, and Family Dynamics
Canadian institutionsYorkville UniversityAthabasca University
Fundersnot available
KeywordsMainstreamScholarshipContext (archaeology)Therapeutic relationshipDisciplineFoundation (evidence)Honour

Abstract

fetched live from OpenAlex

This chapter explores relational responsivity as a means of centering client culture, worldview, and preferences in collaborative healing relationships. By applying a Wise Practices lens to the co-construction of wholistic and culturally responsive counselling processes, practitioners are invited to create therapeutic spaces that honour diverse healing traditions and open further possibilities for integrating and adapting mainstream eurowestern practices through relational–ethical engagement. Drawing on contemporary literature about common factors and the centrality of responsive relationships, the authors examine the synergy between Wise Practices and emergent scholarship in counselling and psychology. Drawing on the practice of Etuaptmumk, also known as Two-Eyed Seeing, they position Wise Practices alongside conventional “best practices” as equally valid considerations in therapeutic decision-making. They offer a model of relational responsivity in practice that balances (a) traditional, cultural ways of knowing and client views of health and healing with (b) conventional psychological approaches and practitioner perspectives. Relational responsivity and Wise Practices are threaded through the themes of honouring client lived experience through cultural inquiry, co-creating cultural hypotheses using meaning-making and antipathologizing perspectives, way-making through conceptualizing change and setting therapeutic directions, and co-constructing change at multiple levels. A Wise Practices framework for therapeutic decision-making is proposed that offers a spectrum of choices ranging from culture-centred approaches to integration to suitable adaptation to eurowestern frameworks, all grounded in client cultural context and views of health and healing. The chapter concludes with an invitation to consider a Wise Practices lens as a foundation for ethical decision-making. Melissa and Sandra appreciate the stand-alone contributions of the following co-authors: ● Ivana Djuraskovic shares a refugee story as a foundation for offering guidance on applying an anti-pathologizing lens to conceptualizing diverse refugee lived experiences. ● Don Zeman shares stories to illustrate his approach to engaging in therapeutic conversations about sexuality with queer clients.

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 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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.943
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0190.004

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 head0.039
GPT teacher head0.329
Teacher spread0.290 · 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; both teacher heads agree on what is shown here.

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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