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Published on: June 23, 2022
The threat of asymptomatic carriers and the benefits of testing
1School of Economics, University of East Anglia, Norwich Research Park, Norwich, Norfolk, NR4 7TJ, UK.
Abstract:
I present a model of infectious disease transmission with asymptomatic carriers, social distancing, and diagnostic testing. First, I study the impact of asymptomatic carriers on the spread of an infectious disease in the absence of testing, to determine when their presence increases the overall prevalence of symptomatic infection and hence unhealthy agents. Then, I consider mass testing and isolation policies to identify and isolate asymptomatic carriers, and incorporate them into my model. I establish that diagnostic testing successfully reduces steady state disease prevalence. I then explore the implications of testing accuracy, explicitly studying the impact of false positive and false negative test results. I find that reducing the rate of false negatives is unambiguously beneficial, since it improves the identification and isolation of asymptomatic carriers. In contrast, reducing the rate of false positives can be detrimental: by limiting the unintended isolation of susceptible individuals, lower rates of false positives reduce the overall level of social distancing in the population and increase disease spread. Hence, I demonstrate how, under certain conditions, false positive results can improve social welfare.
Insights
Asymptomatic carriers significantly impact infectious disease spread. Diagnostic testing reduces prevalence, but false positives can paradoxically increase disease spread by reducing social distancing.
Area of Science:
- Epidemiology
- Mathematical Modeling
- Public Health
Background:
- Infectious diseases can spread through asymptomatic carriers, complicating control efforts.
- Social distancing and diagnostic testing are key public health interventions.
- Understanding the interplay of these factors is crucial for disease management.
Purpose of the Study:
- To model infectious disease transmission incorporating asymptomatic carriers, social distancing, and diagnostic testing.
- To evaluate the impact of asymptomatic carriers on disease prevalence without testing.
- To assess the effectiveness and implications of diagnostic testing accuracy on disease control and social welfare.
Main Methods:
- Development of a mathematical model for infectious disease transmission.
- Analysis of disease spread dynamics with and without asymptomatic carriers.
- Incorporation of mass testing, isolation policies, and testing accuracy (false positives/negatives) into the model.
Main Results:
- Asymptomatic carriers can increase overall disease prevalence.
- Diagnostic testing effectively reduces steady-state disease prevalence.
- Reducing false negatives improves carrier identification and isolation.
- Reducing false positives can decrease social distancing and increase disease spread, potentially improving social welfare under specific conditions.
Conclusions:
- Diagnostic testing is a valuable tool for controlling infectious diseases.
- Testing accuracy, particularly the balance between false positives and false negatives, critically influences disease control outcomes.
- False positive test results, while seemingly undesirable, can under certain circumstances enhance social welfare by maintaining population-level social distancing.
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