Evidence map›Paper›PMID 42934497›Full record

ArticleBMC primary care2026

Professional boundary blurring and role dilution: a taxonomy of diabetes educator activities in Malaysian primary care.

Zalina Libasin, Nur Jihan Noris, Pangie Bakit, Nik Dewi Delina Nik Mohd Kamil, Intan Syafinaz Saimy

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Article in BMC primary care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Zalina LibasinInstitut Kesihatan Negara, Shah Alam, Selangor, Malaysia. zalina.l@moh.gov.my.ORCID https://orcid.org/0009-0001-7722-7268
Nur Jihan NorisInstitut Kesihatan Negara, Shah Alam, Selangor, Malaysia.
Pangie BakitInstitut Kesihatan Negara, Shah Alam, Selangor, Malaysia.
Nik Dewi Delina Nik Mohd KamilUniversiti Malaysia Sabah, Kota Kinabalu, Sabah, Malaysia.
Intan Syafinaz SaimyInstitut Kesihatan Negara, Shah Alam, Selangor, Malaysia.

Funding

Ministry of Health (MOH) Research Grant NMRR-21-1045-59255
6 · The paper itself

Abstract

backgroundThis study develops a comprehensive taxonomy of Diabetes Educators' (DEs) activities in Malaysian primary health clinics (PHCs) to analyze the "blurring" of professional boundaries between specialized education and general clinical duties.

methodsA sequential mixed-methods design was used. Phase 1 defined role expectations through document analysis and expert interviews. Phase 2 validated activities through five-day direct observations of 51 DEs across 43 clinics. Each trained observer monitored the same DE for five consecutive working days. All DE activities, including clinical duties, administrative tasks, and other related activities (discussions, meetings, community outreach), were recorded. Findings were based on frequency rather than time-weighted workload.

resultsThe taxonomy identified 146 activities across five domains. While 56.85% were patient-centric, results revealed significant role dilution, with 32.19% of activities dedicated to non-diabetes care. Activities were further classified into core specialized, routine clinical, and clerical/delegable categories, revealing significant systemic task-shifting. 'Clerical/delegable' (39.04%) highlighted a heavy clerical burden. This research captured the empirical operational reality of DEs, providing evidence of systemic task-shifting in high-volume settings.

conclusionsThe taxonomy clarifies the role of DEs by delineating "core specialized" from "clerical/delegable" tasks. This framework provides an essential evidence-based tool for Family Medicine Specialists to optimize the distribution of human resources, mitigate role dilution, and improve the quality of care in high-volume PHC settings.

Indexed as

Diabetes MellitusHealth EducatorsPrimary Health CareProfessional RoleHumansMalaysiaTask ShiftingDiabetes educatorsHealth services managementPrimary health clinicsProfessional boundariesRole dilutionTaxonomy

Identifiers

PMID42934497
PMCPMC13711968

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.