Spatial and temporal dynamics of rubella in Peru, 1997-2006

Geographic patterns, age at infection and estimation of transmissibility

Daniel Rios-Doria, Gerardo Chowell, Cesar Munayco-Escate, Alvaro Witthembury, Carlos Castillo-Chavez

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Citations (Scopus)

Abstract

Detailed studies on the spatial and temporal patterns of rubella transmission are scarce particularly in developing countries but could prove useful in improving epidemiological surveillance and intervention strategies such as vaccination. We use highly refined spatial, temporal and age-specific incidence data of Peru, a geographically diverse country, to quantify spatial-temporal patterns of incidence and transmissibility for rubella during the period 1997-2006. We estimate the basic reproduction number (R 0) based on the mean age at infection and the per capita birth rate of the population as well as the reproduction number (accounting for the fraction of the population effectively protected to infection) using the initial intrinsic growth rate of individual outbreaks and estimates of epidemiological parameters for rubella. A wavelet time series analysis is conducted to explore the periodicity of the rubella weekly time series, and the results of our analyses are compared to those carried out for time series of other childhood infectious diseases. We also identify the presence of a critical community size and quantify spatial heterogeneity across geographic regions through the use of Lorenz curves and their corresponding Gini indices. The underlying distributions of rubella outbreak attack rates and epidemic durations across Peru are characterized.

Original languageEnglish (US)
Title of host publicationMathematical and Statistical Estimation Approaches in Epidemiology
PublisherSpringer Netherlands
Pages325-341
Number of pages17
ISBN (Print)9789048123124
DOIs
StatePublished - 2009

Fingerprint

Infection
Incidence
Quantify
Time series
Gini Index
Lorenz Curve
Reproduction number
Spatial Heterogeneity
Basic Reproduction number
Vaccination
Wavelet Analysis
Developing Countries
Infectious Diseases
Time Series Analysis
Estimate
Surveillance
Periodicity
Attack
Strategy
Community

Keywords

  • Age at infection
  • Epidemic
  • Periodicity
  • Peru
  • Reproduction number
  • Rubella

ASJC Scopus subject areas

  • Mathematics(all)

Cite this

Rios-Doria, D., Chowell, G., Munayco-Escate, C., Witthembury, A., & Castillo-Chavez, C. (2009). Spatial and temporal dynamics of rubella in Peru, 1997-2006: Geographic patterns, age at infection and estimation of transmissibility. In Mathematical and Statistical Estimation Approaches in Epidemiology (pp. 325-341). Springer Netherlands. https://doi.org/10.1007/978-90-481-2313-1_13

Spatial and temporal dynamics of rubella in Peru, 1997-2006 : Geographic patterns, age at infection and estimation of transmissibility. / Rios-Doria, Daniel; Chowell, Gerardo; Munayco-Escate, Cesar; Witthembury, Alvaro; Castillo-Chavez, Carlos.

Mathematical and Statistical Estimation Approaches in Epidemiology. Springer Netherlands, 2009. p. 325-341.

Research output: Chapter in Book/Report/Conference proceedingChapter

Rios-Doria, D, Chowell, G, Munayco-Escate, C, Witthembury, A & Castillo-Chavez, C 2009, Spatial and temporal dynamics of rubella in Peru, 1997-2006: Geographic patterns, age at infection and estimation of transmissibility. in Mathematical and Statistical Estimation Approaches in Epidemiology. Springer Netherlands, pp. 325-341. https://doi.org/10.1007/978-90-481-2313-1_13
Rios-Doria D, Chowell G, Munayco-Escate C, Witthembury A, Castillo-Chavez C. Spatial and temporal dynamics of rubella in Peru, 1997-2006: Geographic patterns, age at infection and estimation of transmissibility. In Mathematical and Statistical Estimation Approaches in Epidemiology. Springer Netherlands. 2009. p. 325-341 https://doi.org/10.1007/978-90-481-2313-1_13
Rios-Doria, Daniel ; Chowell, Gerardo ; Munayco-Escate, Cesar ; Witthembury, Alvaro ; Castillo-Chavez, Carlos. / Spatial and temporal dynamics of rubella in Peru, 1997-2006 : Geographic patterns, age at infection and estimation of transmissibility. Mathematical and Statistical Estimation Approaches in Epidemiology. Springer Netherlands, 2009. pp. 325-341
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