The ideal reporting interval for an epidemic to objectively interpret the epidemiological time course
- 1 July 2009
- journal article
- Published by The Royal Society in Journal of The Royal Society Interface
- Vol. 7 (43) , 297-307
- https://doi.org/10.1098/rsif.2009.0153
Abstract
The reporting interval of infectious diseases is often determined as a time unit in the calendar regardless of the epidemiological characteristics of the disease. No guidelines have been proposed to choose the reporting interval of infectious diseases. The present study aims at translating coarsely reported epidemic data into the reproduction number and clarifying the ideal reporting interval to offer detailed insights into the time course of an epidemic. We briefly revisit the dispersibility ratio, i.e. ratio of cases in successive reporting intervals, proposed by Clare Oswald Stallybrass, detecting technical flaws in the historical studies. We derive a corrected expression for this quantity and propose simple algorithms to estimate the effective reproduction number as a function of time, adjusting the reporting interval to the generation time of a disease and demonstrating a clear relationship among the generation-time distribution, reporting interval and growth rate of an epidemic. Our exercise suggests that an ideal reporting interval is the mean generation time, so that the ratio of cases in successive intervals can yield the reproduction number. When it is impractical to report observations every mean generation time, we also present an alternative method that enables us to obtain straightforward estimates of the reproduction number for any reporting interval that suits the practical purpose of infection control.Keywords
This publication has 27 references indexed in Scilit:
- Transmissibility of the Influenza Virus in the 1918 PandemicPLOS ONE, 2008
- Time Lines of Infection and Disease in Human Influenza: A Review of Volunteer Challenge StudiesAmerican Journal of Epidemiology, 2008
- Likelihood-based estimation of continuous-time epidemic models from time-series data: application to measles transmission in LondonJournal of The Royal Society Interface, 2008
- Estimating Individual and Household Reproduction Numbers in an Emerging EpidemicPLOS ONE, 2007
- Model-consistent estimation of the basic reproduction number from the incidence of an emerging infectionJournal of Mathematical Biology, 2007
- The Transmissibility of Highly Pathogenic Avian Influenza in Commercial Poultry in Industrialised CountriesPLOS ONE, 2007
- Infectiousness of smallpox relative to disease age: estimates based on transmission network and incubation periodEpidemiology and Infection, 2006
- Comparative estimation of the reproduction number for pandemic influenza from daily case notification dataJournal of The Royal Society Interface, 2006
- The earliest notes on the reproduction number in relation to herd immunity: Theophil Lotz and smallpox vaccinationJournal of Theoretical Biology, 2006
- Time Series Modelling of Childhood Diseases: A Dynamical Systems ApproachJournal of the Royal Statistical Society Series C: Applied Statistics, 2000