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Record W4409336639 · doi:10.5334/ijic.icic24130

Person-Centered Plans from the Perspective of Persons-Supported in a Community Care Organization

2025· article· en· W4409336639 on OpenAlexaboutno aff
Gillian Young, Brian Dunne, Donnie Antony, Ruth Armstrong, Bridget Ryan, Shannon L. Sibbald, Leslie Meredith, Maria Mathews

Bibliographic record

VenueInternational Journal of Integrated Care · 2025
Typearticle
Languageen
FieldMedicine
TopicMedical Research and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)Integrated careNursingPublic relationsPsychologyMedicineHealth carePolitical scienceComputer science

Abstract

fetched live from OpenAlex

Background: Person-centred plans (PCPs) are widely used in community care organizations and required for service providers in many jurisdictions, but there are very few guidelines, evidence, or formal evaluations of PCP creation and implementation practices. PHSS is a non-profit community-care organization in a large urban city in Ontario, Canada. Objective: To describe person-centred planning and implementation practices from the perspective of individuals with intellectual and developmental disabilities and/or complex medical issues supported by community care organizations. Methods: We are an interdisciplinary team of researchers from Western University who partnered with PHSS. Our project team included community-care providers from PHSS and academic researchers. We involved PHSS staff at all stages of the study design, and persons-supported by PHSS were interviewed as part of the study. As part of a larger study evaluating the PCP process, we interviewed 18 persons-supported and 1 family member of a person-supported by PHSS. We asked participants about their goals, accomplishments, and experiences with the PCP process. We asked about the process used to create PCPs; examples of how the PCP is tailored to the individual; perceived benefits and challenges; and supports or barriers that facilitate or hinder the PCP process. Results: We identified three overall areas of the person-centred planning: 1) the process of creating a PCP, 2) PCP implementation, and 3) factors that support the creation and implementation of PCPs. PCPs are created annually with check-ins after 6 months. They are created through discussion with the person-supported, the staff who support them, friends, family, and community members. The PCP is shaped by the person-supported’s attributes including their likes, dislikes, and goals. PCPs could include different types of goals such as health-related goals, goals for daily living, and goals for hobbies and interests. The PCP goals are tracked both formally and informally. The process of creating the PCP is individualized and adaptable and centers the person-supported. The PCP creates a blueprint for daily activities with staff assisting persons-supported to participate in activities that align with goals and match preferences, personalities and capacities. Factors that facilitate the success of the PCP process include the nature of the person-supported’s goals, the person-supported’s capacity (i.e., physical and mental health status), and the organizational capacity (i.e., funding, staffing, organizational culture, and organizational infrastructure). Conclusions: This project offers a description of person-centred planning to improve standards of care and health equity for persons-supported by community-care organizations. Our next steps are to integrate findings from this study with findings from the other components of our project and to disseminate findings through knowledge translation strategies appropriate to the PHSS organization, other relevant community organizations, and policy stakeholders. Our findings will inform PCP process design and implementation for community care organizations both within Canada and globally. This project provides evidence for how person-centred planning can incorporate different types of goals and how those goals are translated into everyday supports for persons-supported in community 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 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)0.007
metaresearch head score (Gemma)0.006
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: Empirical
Teacher disagreement score0.139
Threshold uncertainty score0.276

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0140.018
Scholarly communication0.0070.004
Open science0.0020.007
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0050.000

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 head0.030
GPT teacher head0.345
Teacher spread0.315 · 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
Published2025
Admission routes1
Has abstractyes

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