Related Experiment Video
Updated: Apr 4, 2026

Evaluation of Host-Pathogen Responses and Vaccine Efficacy in Mice
Published on: February 22, 2019
An ecological analysis of pertussis disease in Minnesota, 2009-2013
P Y Iroh Tam1, J S Menk2, J Hughes3
1University of Minnesota Masonic Children's Hospital,Minneapolis,MN,USA.
Abstract:
The increase in pertussis cases in Minnesota in the last decade has been mainly attributed to the switch from whole cell to acellular pertussis [as part of the diphtheria, tetanus and acellular pertussis vaccine (DTaP)]. It is unclear, however, to what degree community-level risk factors also contribute. Understanding these factors can help inform public health policy-makers about where else to target resources. We performed an ecological analysis within Minnesota to identify risk factors at the county level using a Bayesian Poisson generalized linear areal model to account for spatial dependence. Univariate analyses suggested an association between increased pertussis rates at the county level and white maternal ethnicity, being US born, urban counties and average household size. In the multivariable analysis, the rate of pertussis was 1·79 times greater for urban vs. rural counties and 4·75 times greater for counties with a one-person larger average household size. Pertussis rates in counties with higher (i.e. 4+DTaP) receipt in children were 0·97 times lower. Examining county-level factors associated with varying levels of pertussis may help identify those counties that would most benefit from targeted interventions and increased resource allocation.
Insights
Community factors like urban living and household size increase pertussis risk, while higher diphtheria, tetanus and acellular pertussis (DTaP) vaccine uptake may lower it. This highlights areas for targeted public health interventions.
Area of Science:
- Epidemiology
- Public Health
- Infectious Disease Dynamics
Background:
- Pertussis (whooping cough) cases have risen in Minnesota over the past decade.
- The shift from whole-cell to acellular pertussis vaccines (DTaP) is a suspected driver, but community-level factors are less understood.
Purpose of the Study:
- To identify county-level risk factors associated with pertussis incidence in Minnesota.
- To inform public health policy and resource allocation for pertussis control.
Main Methods:
- Ecological analysis of county-level data in Minnesota.
- Utilized a Bayesian Poisson generalized linear areal model to account for spatial dependence.
Main Results:
- Urban counties showed 1.79 times higher pertussis rates compared to rural counties.
- Larger average household size (one person increase) was associated with 4.75 times greater pertussis rates.
- Higher receipt of the 4+ DTaP vaccine series was associated with a 0.97 times lower rate of pertussis.
Conclusions:
- Community-level factors, including urbanization and household size, significantly influence pertussis rates.
- Targeted interventions in high-risk counties could be informed by these findings.
- Vaccine uptake, specifically DTaP, may play a role in mitigating pertussis spread at the community level.
More Related Videos
11:32Following in Real Time the Impact of Pneumococcal Virulence Factors in an Acute Mouse Pneumonia Model Using Bioluminescent Bacteria
Published on: February 23, 2014
12:21A Mouse Model for the Transition of Streptococcus pneumoniae from Colonizer to Pathogen upon Viral Co-Infection Recapitulates Age-Exacerbated Illness
Published on: September 28, 2022
Related Concept Videos
Steps in Outbreak Investigation
Investigation of Disease Outbreaks
Infectious Diseases and Their Occurrence