Related Experiment Video
Updated: Jul 5, 2026

Swabbing the Urban Environment - A Pipeline for Sampling and Detection of SARS-CoV-2 From Environmental Reservoirs
Published on: April 9, 2021
Contact tracing to control infectious disease: when enough is enough
Benjamin Armbruster1, Margaret L Brandeau
1Department of Management Science and Engineering, Stanford University, Stanford, CA 94305-4026, USA. armbruster@stanford.edu
Contact tracing is crucial for controlling infectious diseases like HIV and STDs. Our study shows diminishing returns on investment, guiding optimal resource allocation for effective disease control.
Area of Science:
- Public Health
- Epidemiology
- Health Economics
Background:
- Contact tracing is a key strategy for managing infectious diseases such as tuberculosis (TB), human immunodeficiency virus (HIV), and sexually transmitted diseases (STDs).
- Optimal investment levels for contact tracing interventions remain largely undetermined.
- Existing research has not fully explored the cost-effectiveness of varying contact tracing efforts.
Purpose of the Study:
- To develop and apply a methodology for determining the optimal investment in contact tracing.
- To evaluate the cost and effectiveness of different contact tracing investment levels using a simulation model.
- To inform public health policy regarding resource allocation for infectious disease control.
Main Methods:
- Development and application of a simulation model to analyze infectious disease spread within a network.
- Evaluation of cost-effectiveness by assessing disease prevalence reductions against investment levels.
- Analysis of budget allocation between contact tracing and different screening strategies (exogenous and endogenous infection).
Main Results:
- Contact tracing investments exhibit diminishing returns to scale, meaning increased spending yields progressively smaller reductions in disease prevalence.
- A cost-effectiveness threshold can be used to identify the optimal investment level for contact tracing.
- The model provides a framework for optimizing resource allocation between contact tracing and screening.
Conclusions:
- Simulation modeling offers a valuable policy tool for determining appropriate contact tracing investment for specific diseases and populations.
- Optimal investment in contact tracing is influenced by diminishing returns and cost-effectiveness thresholds.
- The methodology can be adapted for diseases like chlamydia to guide public health interventions.
Related Concept Videos
Infection
The chain begins with pathogens: bacteria, viruses, fungi, prions, or parasites such as protozoa helminths. These can be present on the skin as transient or resident flora, or they can be acquired from the environment. Identifying and treating the type of infection and...
Standard Precaution
Hand hygiene is the most crucial means to prevent the transmission of disease. Employers are legally required to provide their workers with personal protective equipment (PPE) to minimize exposure or contact with...
Transmission-based Precautions I: Contact, Enteric, and Droplets
Contact Precautions:
Contact precautions are the measures taken to prevent the transmission of infectious agents, especially epidemiologically important microorganisms such as MRSA or influenza, primarily transmitted through direct or indirect contact with an...
Steps in Outbreak Investigation
Investigation of Disease Outbreaks
Smallpox

