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Published on: November 10, 2023
Course of the first month of the COVID 19 outbreak in the New York State counties
1Mathematics, SUNY New Paltz, New Paltz, NY, United States of America.
Abstract:
We illustrate and study the evolution of reported infections over the month of March in New York State as a whole, as well as in each individual county in the state. We identify piecewise exponential trends, and search for correlations between the timing and dynamics of these trends and statewide mandated measures on testing and social distancing. We conclude that the reports on April 1 may be dramatically under-representing the actual number of statewide infections, an idea which is supported by more recent retroactive estimates based on serological studies. A follow-up study is underway, reassessing data until June 1, using additional measures for validation and monitoring for effects of the PAUSE directive, and of the reopening timeline.
Insights
New York State infection reports in March may have significantly undercounted cases. Analysis of trends and public health measures suggests under-representation, supported by later serological studies.
Area of Science:
- Epidemiology
- Public Health
- Data Science
Background:
- Understanding infection dynamics is crucial for public health.
- Accurate case reporting is essential for effective policy-making.
Purpose of the Study:
- To analyze the evolution of reported infections in New York State during March.
- To identify correlations between infection trends and public health mandates.
- To assess the accuracy of reported infection numbers.
Main Methods:
- Statistical analysis of reported infection data by county and statewide.
- Identification of piecewise exponential trends in infection rates.
- Correlation analysis between trend dynamics and mandated testing/social distancing measures.
Main Results:
- Piecewise exponential trends in infection evolution were identified across New York State.
- Potential under-representation of actual infections in early reports (e.g., April 1st) was indicated.
- Findings align with subsequent serological study estimates.
Conclusions:
- Early infection reports may not reflect the true scale of the outbreak.
- Public health measures' impact on infection dynamics requires ongoing monitoring.
- Further research is needed to refine estimates and understand reopening effects.
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