MétaCan
Menu
Back to cohort
Record W2580917531 · doi:10.1093/deafed/enw077

Working Together—with Families

2016· article· en· W2580917531 on OpenAlexaff
Janet R. Jamieson

Bibliographic record

VenueThe Journal of Deaf Studies and Deaf Education · 2016
Typearticle
Languageen
FieldPsychology
TopicCounseling, Therapy, and Family Dynamics
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPsychologyDevelopmental psychology

Abstract

fetched live from OpenAlex

Early interventionists, audiologists, physicians, and deaf and hard-of-hearing (DHH) adults—all these, and more, are stakeholders in the well-being of DHH infants, toddlers, and their families. Dr Marilyn Sass-Lehrer has compiled a volume that mentors us across disciplines in working positively and collaboratively with parents as they embark on this journey. From an outsider's perspective, it may sometimes appear that it takes a village of professionals to raise a deaf or hard-of-hearing (D/HH) child. Physicians, audiologists, teachers of the DHH, deaf mentors, speech-language pathologists: all of these professionals—and more—contribute unique and valuable expertise. In reality, of course, it is the family who raises the child, and Early Intervention for Deaf and Hard-of-Hearing Infants, Toddlers, and Their Families: Interdisciplinary Perspectives rests securely on the foundation of family-oriented support. Collectively, this edited volume addresses how professionals can work collaboratively across disciplines to provide exemplary early intervention services, working in partnership with families. Each of the 10 chapters is clearly written and contains minimal jargon, which will enhance the appeal of this text to readers across disciplines. The book is organized into two parts. Part I focuses on the foundational knowledge required by early intervention providers, including approaches to continuing professional development, the role of legislation and research in shaping practice, and collaboration with DHH communities. Part II addresses the move from theory to practice, that is, the implementation of early intervention services, from hearing screening, to developmental assessment, to individualized programming. The chapter sequencing is entirely logical and follows the family's journey. The contributing authors represent a range of disciplines involved in early intervention, and include researchers, professionals, and parents of DHH children. They draw on recent empirical data to underscore the central message that recurs across the chapters: families are different, and they need professionals who will meet them at their current levels of coping and understanding, and who will support them as they learn to make informed decisions for their child and family. Although most of the content pertains to early intervention programming across borders, it has an admittedly American perspective at certain points. For example, the discussion of legislation (Raimondo & Yoshinaga-Itano) is focused on U.S. legislation and policies. However, Sass-Lehrer is to be commended for including a final chapter on early intervention in developing countries (Störbeck & Young). The content of this particular chapter reminds us that early intervention is effective only when it is delivered with cultural understanding, respect, and sensitivity. One unique feature of this book is the problem-based learning approach utilized throughout. Each chapter contains a vignette—a problem—pertaining to how an early interventionist could apply evidence-based information to a question of practice. Possible steps the practitioner could take, guided by evidence, are outlined throughout each chapter. Guiding questions, competencies addressed, suggested activities, and valuable recommended resources are included in each chapter. Embedded in this framework, the book would be an outstanding professional development resource for the practicing early interventionist and student alike. A book on best practice in any sphere of Deaf Education eventually touches on the question of methodological bias and divergent philosophical perspectives. In this respect, Marilyn Sass-Lehrer has modeled exemplary practice herself. The vignettes represent a range of family (and practitioner) ethnic, cultural, socioeconomic, and linguistic backgrounds. Even with this diversity—and perhaps because of it—the reader is continually guided by the recurrent central tenet of working collaboratively with other professionals to help families realize and develop their own resources and abilities. This book achieves the editor's aim of providing a valuable resource for specialists and program administrators in the early hearing detection and intervention process. Moreover, it is a “must read” for students and faculty involved in the professional preparation of specialists across disciplines whose goal is to work with DHH infants, toddlers, and their families.

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)0.006
metaresearch head score (Gemma)0.013
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: none
Teacher disagreement score0.040
Threshold uncertainty score0.120

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.013
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0400.007
Scholarly communication0.0080.011
Open science0.0020.014
Research integrity0.0030.010
Insufficient payload (model declined to judge)0.0360.005

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 head0.031
GPT teacher head0.330
Teacher spread0.299 · 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

Citations0
Published2016
Admission routes1
Has abstractno

Explore more

Same venueThe Journal of Deaf Studies and Deaf EducationSame topicCounseling, Therapy, and Family DynamicsFrench-language works237,207