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Systemic Manpower Modeling for Workforce Accountability: A Governance Framework for Hospital Systems to Enhance Integrated Care and Value-Based Outcomes Cover

Systemic Manpower Modeling for Workforce Accountability: A Governance Framework for Hospital Systems to Enhance Integrated Care and Value-Based Outcomes

Open Access
|Sep 2026

Authors

Yeuk Fan Ng

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

Catherine Ang

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

Bee Hong Peh

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

Hui Mei Wu

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

Wah Yean Lee

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

Yun Hu

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

Angela Lim

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

Cynthia Lee

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

David Kok

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital

Justin Guang Jie Lee

yeukfan@nus.edu.sg

1: Khoo Teck Puat Hospital
Journal eISSN: 1568-4156
Language: English
Page range: 287 - 287
Published on: Sep 11, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services

© 2026 Yeuk Fan Ng, Catherine Ang, Bee Hong Peh, Hui Mei Wu, Wah Yean Lee, Yun Hu, Angela Lim, Cynthia Lee, David Kok, Justin Guang Jie Lee, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.