Standardizing Health Workforce Data in Canada: Legal and Regulatory Levers for Harmonized Collection and Sharing

There is a growing awareness of the benefits of comprehensive, standardized, and accessible data on the health workforce to support more timely and robust planning. We found that provincial regulation and data privacy legislation could be better aligned to strengthen the infrastructure for high-quality health workforce planning data. This article identifies existing legal and regulatory mechanisms that enable the collection and sharing of more standardized health workforce data. We propose a framework that enables the collection and sharing of standardized data by scaling up existing leading practices in certain provinces into a more cohesive approach. Key facilitators include umbrella legislation, privacy frameworks that contemplate data use for workforce planning, efforts to collect anti-discrimination data, and secure data access infrastructure. Together, these facilitators support a viable foundation for improved health workforce data standardization and utilization for planning to improve healthcare delivery across Canada in the existing legal context.

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Publication Details

Journal
Healthcare Management Forum
Published
2026-02-02
DOI
https://doi.org/10.1177/08404704251403158
Primary Topic
Canadian Policy and Governance
Type
article
Field-Weighted Citation Impact
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article

Standardizing Health Workforce Data in Canada: Legal and Regulatory Levers for Harmonized Collection and Sharing

Arthur Sweetman, Sarah J. Lazin, Kathleen Leslie, Alexandra Lyn et al.
Healthcare Management Forum
Canadian Policy and Governance
article

Standardizing Health Workforce Data in Canada: Legal and Regulatory Levers for Harmonized Collection and Sharing

Arthur Sweetman, Sarah J. Lazin, Kathleen Leslie, Alexandra Lyn, Gaurav Sharma, Gwenneth Feeny, Ivy Lynn Bourgeault
article en

Abstract

There is a growing awareness of the benefits of comprehensive, standardized, and accessible data on the health workforce to support more timely and robust planning. We found that provincial regulation and data privacy legislation could be better aligned to strengthen the infrastructure for high-quality health workforce planning data. This article identifies existing legal and regulatory mechanisms that enable the collection and sharing of more standardized health workforce data. We propose a framework that enables the collection and sharing of standardized data by scaling up existing leading practices in certain provinces into a more cohesive approach. Key facilitators include umbrella legislation, privacy frameworks that contemplate data use for workforce planning, efforts to collect anti-discrimination data, and secure data access infrastructure. Together, these facilitators support a viable foundation for improved health workforce data standardization and utilization for planning to improve healthcare delivery across Canada in the existing legal context.

Healthcare Management Forum
University of Ottawa (CA), Athabasca University (CA), MacEwan University (CA), McMaster University (CA)
Openalex Percentile: Top 72%
Canadian Policy and Governance
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Standardizing Health Workforce Data in Canada: Legal and Regulatory Levers for Harmonized Collection and Sharing — Arthur Sweetman, Sarah J. Lazin, et al. · Healthcare Management Forum (2026) | TGRS Research Map | TGRS