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

**Authors:** Alexandra Lyn, Kathleen Leslie, Arthur Sweetman, Geetanjali Sharma, Sarah Lazin, Gwenneth Feeny, Ivy Lynn Bourgeault

PMC · DOI: 10.1177/08404704251403158 · Healthcare Management Forum · 2026-02-02

## TL;DR

This paper explores how legal and regulatory changes can help standardize health workforce data in Canada to improve healthcare planning.

## Contribution

The paper introduces a framework for harmonizing health workforce data collection and sharing through legal and regulatory alignment.

## Key findings

- Provincial regulations and privacy laws can be better aligned to improve health workforce data infrastructure.
- Existing legal mechanisms can be scaled up to create a cohesive approach for standardized data collection.
- Secure data access and anti-discrimination data collection efforts are key facilitators for better workforce planning.

## 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.

## Full-text entities

- **Diseases:** ORCID iDs (MESH:C535742), MDS (MESH:D009190), discrimination (MESH:D010468)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13039225/full.md

## References

44 references — full list in the complete paper: https://tomesphere.com/paper/PMC13039225/full.md

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Source: https://tomesphere.com/paper/PMC13039225