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Record W3015100623 · doi:10.1097/ncm.0000000000000429

Understanding the Increasing Role and Value of the Professional Case Manager

2020· article· en· W3015100623 on OpenAlexaff
Hussein M. Tahan, MaryBeth Kurland, Michelle Baker

Bibliographic record

VenueProfessional Case Management · 2020
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutions123 Certification (Canada)
Fundersnot available
KeywordsCertificationSample (material)Descriptive statisticsKnowledge managementMedical educationFunction (biology)PsychologyCase managementMedicineNursingComputer scienceManagement

Abstract

fetched live from OpenAlex

PURPOSE: The purpose of the national role and function study was to identify the essential activities and necessary knowledge areas for effective professional case management practice from the perspective of those currently functioning in such roles in various care settings and across diverse professional disciplines. PRIMARY PRACTICE SETTINGS: The national study covered the diverse case management practices and/or work settings across the full continuum of health and human services. METHODOLOGY AND SAMPLE: This cross-sectional descriptive study used the practice analysis method and online survey research design. It employed a purposive sample of case managers, in which an open participation link was e-mailed to nearly 60,000 case managers, both certified and not yet certified. A total of 5,416 responses were received, of which 2,810 were found to be acceptable for consideration in the study. A representative group of individuals engaged in case management completed the survey in sufficient numbers to meet the requirements for conducting meaningful statistical analyses including subgroup comparisons. RESULTS: The study identified the common activities (6 domains) and knowledge areas (5 domains) necessary for competent and effective performance by professional case managers, as highlighted in this article, which is the first of a 2-part series on the 2019 role and function study. The results informed the needed update of the test specifications for the Certified Case Manager (CCM) certification examination, as will be delineated in Part II of this article series. The update was necessary because case management practice has continued to evolve and to ensure the examination reflects current practices. IMPLICATIONS FOR CASE MANAGEMENT PRACTICE: The study identified essential activities and knowledge topics at both the micro- and macro levels that define competent and effective professional case management practice, also referred to as the substantive evidence of practice. It helps keep the CCM credentialing examination evidence-based and maintain its validity for evaluating the competency of professional case managers. In addition, the findings document how the practice has evolved over the past 5 years since the conduct of the last national study. Moreover, findings inform the development of programs and curricula for the training and advancement of case managers. The study instrument also is beneficial for further research into professional case management practice-most importantly linking the roles and functions of case managers to client care outcomes.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.803
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.405
Teacher spread0.319 · 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 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

Citations16
Published2020
Admission routes1
Has abstractyes

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