MétaCan
Menu
Back to cohort
Record W4413366243 · doi:10.5334/ijic.nacic24160

Understanding the role of ‘care managers’ across the health care system: A qualitative exploration

2025· article· en· W4413366243 on OpenAlexaboutno aff
Jacobi Elliott, Justine Giosa, Mulugeta Chala, Matthew Meyer

Bibliographic record

VenueInternational Journal of Integrated Care · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicLeadership and Management in Organizations
Canadian institutionsnot available
Fundersnot available
KeywordsQualitative researchHealth careNursingIntegrated careKnowledge managementProcess managementMedicineBusinessSociologyComputer sciencePolitical science

Abstract

fetched live from OpenAlex

Background: Older adults receive care from multiple health care providers and across sectors, making it difficult to coordinate care. Ineffective care coordination leads to poor health outcomes, greater service use, and increased system costs. One proposed solution to better integrate care across the system is through the implementation of a care manager role - someone to organize and oversee care. Based on previous research, we know that one point of contact for older adults and caregivers; and one person responsible for care planning and coordination, is the best approach. However, implementation of this type of role in a complex system is difficult and has resulted in many different iterations leading to a lack of common understanding of the scope of the role. This study aims to understand variations in the implementation of care manager roles across the system, to identify foundational skills and functions related to the role. Approach: A qualitative approach was used to gather in-depth information about the day-to-day role and function of care managers. The interview guide was co-created with health care providers, patients, and caregiver partners. Interviews were conducted with individuals in various care manager roles across the system, or, with health care providers who work with care managers as part of their role. Interview participants were recruited through different primary care, and home and community care organizations across Southwestern Ontario. Interviews lasted between 30-45minutes, were audio-recorded and transcribed. Data were uploaded to NVivo 2, and analyzed using a line-by line emergent coding approach. Results: In total, 0 individuals participated in in-depth interviews. Several key themes emerged, including: the need to establish better accountability for care managers; the need to prioritize person-centered care; and the importance of integrating the role of a care manager with primary care and community care resources. All health care provider participants identified the existing lack of responsibility for a patient care plan as a barrier to quality integrated care. To promote continuity and personalization of care, it was stressed that each patient should have one designated care manager who prioritizes relationship-building to better understand the patient physical, mental, and social needs. Several participants emphasized the role of care managers in both system navigation and implementation of services. The data highlighted that individuals in these roles must be connected to primary care and have an in-depth understanding of available community resources. Providers also discussed the resulting confusion of having multiple care managers involved in the care of one individual, leading to poor experiences, and missed opportunities to integrate care. Implications: Information from this study is critical in understanding the current complexities around care manager roles across the system. We will build on this preliminary work, in an effort to better integrate primary and home and community care for older adults, through an integrated model of home-based primary care.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.884
Threshold uncertainty score0.395

Codex and Gemma teacher scores by category

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

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 head0.052
GPT teacher head0.331
Teacher spread0.279 · 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.

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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Integrated CareSame topicLeadership and Management in OrganizationsFrench-language works237,207