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Illustrating the Anticipate, Recruit, Retain, Adapt, Sustain (ARRAS) Framework for Surge Capacity. How Bangladesh, Sri Lanka, and Nepal Maintained Their Health Workforce During COVID-19

Published online by Cambridge University Press:  28 October 2024

Katelyn J. Yoo*
Affiliation:
World Bank, Health, Nutrition, and Population; Johns Hopkins University School of Public Health
Masuma Mannan
Affiliation:
Pothikrit Institute of Health Studies and EskeGen Ltd.
Inoka Weerasinghe
Affiliation:
National Hospital of Kandy
Nagesh N. Borse
Affiliation:
Project HOPE
David Bishai
Affiliation:
Johns Hopkins University School of Public Health; University of Hong Kong
*
Corresponding author: Katelyn J. Yoo; Email: kyoo12@jhu.edu
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Abstract

Surge capacity—the ability to acquire additional workers and resources during unexpected increases in service demand—is often perceived as a luxury. However, the COVID-19 pandemic necessitated an urgent expansion of surge capacity within health systems globally. Health systems in Bangladesh, Nepal, and Sri Lanka managed to scale up their capacities despite severely limited budgets. This study employs a mixed-methods approach, integrating qualitative interviews with quantitative data analysis, to propose a comprehensive framework for understanding Human Resources for Health (HRH) surge capacity from 2018 to 2021, termed ARRAS: Anticipate, Recruit, Retain, Adapt, Sustain. We present national-level data to demonstrate how each country was able to maintain their per capita health care workforce during the crisis. Interviews with key informants from each country reinforce the ARRAS framework. Quantitative data revealed ongoing increases in doctors and nurses pre- and post-pandemic, but no country could rapidly expand its health workforce during the crisis. Qualitative findings highlighted critical strategies such as pre-crisis planning, financial incentives, telemedicine, and re-skilling the workforce. Despite adaptive measures, challenges included inadequate funding, poor data systems, and coordination issues. This study underscores the necessity for robust, long-term strategies to enhance surge capacity and better prepare health systems for future crises.

Information

Type
Original Research
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2024. Published by Cambridge University Press on behalf of Society for Disaster Medicine and Public Health, Inc.
Figure 0

Table 1. Numbers of interviews in each country by type of participant

Figure 1

Figure 1. Trends of HRH in Bangladesh, Nepal, and Sri Lanka from 2018 to 2021 (absolute and per capita terms, and annual changes).Source: WHO Global Health Observatory (GHO) 2023.

Figure 2

Figure 2. Proportions of medical doctors compared to nursing and midwifery in Bangladesh, Nepal, and Sri Lanka from 2018 to 2022.Source: WHO Global Health Observatory (GHO) 2023.

Figure 3

Figure 3. Conceptual framework of HRH surge capacity: Anticipate, Recruit, Retain, Adapt, Sustain (ARRAS).Source: Original conceptual framework of authors.