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Record W4408085433 · doi:10.18103/mra.v13i2.6200

Puppets in therapy assessment and diagnosis

2025· article· en· W4408085433 on OpenAlexaff
Åsa Viklund

Bibliographic record

VenueMedical Research Archives · 2025
Typearticle
Languageen
FieldPsychology
TopicPsychotherapy Techniques and Applications
Canadian institutionsChild, Adolescent and Family Mental Health
Fundersnot available
KeywordsMedicineMedical physicsComputer science

Abstract

fetched live from OpenAlex

Since children are generally not good candidates for “talk therapy”, play is often a modality that therapists use to enhance understanding and communication in treatment. Among many possible assessment tools suggested in work with children are puppets which appeal to a wide age range and are familiar toys to many. This article describes and compares nine different puppet therapy assessment techniques. The assessment techniques are: Spontaneous Group Puppetry; The Puppet Therapy Assessment Technique; The Family Puppet Interview; The Ross Family Puppet Technique; Puppets in Psychotherapy Scales; The Dynamics of Three; The Puppet Sentence Completion Task; The Berkeley Puppet Interview; and The Affect in Play Scale. The current study is a qualitative interview study in which thematic analysis has been applied. Five themes emerged in the analysis: methods and techniques in puppet assessment; assessment in therapy: assessment in diagnosis; different levels of structure; and what works for whom. The level of structure is emphasized in the discussion, as are age considerations. Conclusions suggest aspects in favor of, and against, using these assessments. Aspects in favor of using the techniques are, for example, the need for therapist flexibility; the necessity to create rapport; the importance of an appropriate assessment tool; and the requirement to adapt the level of structure to the client. Possible contraindications may be the child’s age, because young children may be too immature for symbolic play, and severely disturbed children may lack the necessary emotional and/or cognitive skills for puppet play.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.777
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.095
GPT teacher head0.567
Teacher spread0.472 · 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 teacher head, not a consensus.

Study designOther design
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

Citations0
Published2025
Admission routes1
Has abstractyes

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