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Published on: March 8, 2012
Planning for resilience in screening operations using discrete event simulation modeling: example of HPV testing in
Anne F Rositch1, Aditya Singh2, Nadia Lahrichi3
1Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St, Room E6150, Baltimore, MD, 21205, USA. arositch@jhu.edu.
Discrete event simulation (DES) aids planning for cervical cancer screening programs. This approach optimizes resource allocation and operational strategies for resilient healthcare delivery, crucial for program scale-up.
Area of Science:
- Implementation Science
- Health Systems Research
- Operations Research
Background:
- Cervical cancer elimination requires effective prevention strategies, yet faces operational planning barriers.
- Guidance on best practices for resource and operations planning is insufficient for healthcare interventions.
- Discrete event simulation (DES) offers a valuable tool for programmatic and operational planning.
Purpose of the Study:
- To demonstrate the value of discrete event simulation (DES) in implementation science.
- To support programmatic and operational planning for sustainable and resilient healthcare interventions.
- To inform planning for scale-up and resilient operations of an HPV-based screen and treat program in Iquitos, Peru.
Main Methods:
- Developed a DES model using data from a time and motion study and screening registry in Iquitos, Peru.
- Conducted virtual experimentation with "what-if" scenarios to compare workflow and processing strategies.
- Analyzed strategies under resource constraints and potential disruptions to the screening system.
Main Results:
- Simulations quantified potential increases in screening system capacity at current resource levels.
- Identified tolerance for variability in service times and resilience to resource disruptions.
- Determined resources needed for scale-up and increased resilience, highlighting efficiency-resilience tradeoffs.
Conclusions:
- Planning and implementation challenges are common barriers to scaling up preventative health interventions globally.
- DES is a broadly applicable tool for addressing complex implementation challenges at multiple levels.
- DES supports effective and efficient operational and resourcing decisions for program adaptation and long-term fidelity.
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