Related Experiment Video
Updated: Jul 31, 2026

Following in Real Time the Impact of Pneumococcal Virulence Factors in an Acute Mouse Pneumonia Model Using Bioluminescent Bacteria
Published on: February 23, 2014
Density of day cares in relation to reported pertussis incidence in Philadelphia
N D Goldstein1, E C Newbern2, L P Tabb1
1Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, PA 19104, United States.
Insights
Pertussis outbreaks cluster in Philadelphia neighborhoods, but not due to daycare density. Identifying neighborhood-specific risk factors is crucial for targeted vaccination campaigns to control pertussis (whooping cough).
Area of Science:
- Epidemiology
- Public Health
- Pediatrics
Background:
- Reported pertussis (whooping cough) incidence has increased, potentially linked to childcare use and unidentified neighborhood factors.
- Understanding pertussis transmission dynamics is vital for effective public health interventions.
Purpose of the Study:
- To investigate neighborhood-level risk factors for pertussis clustering in children.
- To determine if day care density influences pertussis distribution.
Main Methods:
- A citywide case-control study in Philadelphia (2001-2013) involving 410 pertussis cases and 2050 controls.
- Multilevel logistic regression analyzed individual and neighborhood risk factors, with day care density as a key exposure.
Main Results:
- Pertussis cases showed significant clustering at the neighborhood level (OR 1.3, 95% CI 1.1-1.6).
- Neighborhood day care density was not associated with pertussis case distribution.
- A 30% increased risk of pertussis was linked to the neighborhood of residence.
Conclusions:
- Pertussis exhibits neighborhood-level clustering in Philadelphia, independent of day care density.
- Targeting high-risk neighborhoods for vaccination and further research into etiologic factors is recommended.
Objectives:
Reported pertussis incidence has increased markedly in recent years. In addition to the documented increase in under-immunization and waning immunity, the increase may be related to the more frequent use of child care services by parents over the last few decades. Additionally, clustering of outbreaks may be related to neighborhood characteristics not previously identified.
Study Design:
We conducted a citywide case-control study of children in Philadelphia aged birth through six years, between 2001 and 2013. Cases were reported as probable pertussis diagnoses to the Health Department. Controls were sampled from the city's immunization information system and matched to the cases by date of birth.
Methods:
Multilevel logistic regression was used to isolate the independent contributions of individual and neighborhood risk factors and the corresponding relative odds of pertussis. The density of day cares in each neighborhood served as the main exposure and reported incident cases of confirmed and probable pertussis was the main outcome.
Results:
Between 2001 and 2013, 410 cases of confirmed and probable pertussis were included with four controls matched per case yielding a final sample of 2050 children from 45 Philadelphia neighborhoods. There was a 30% increase in the risk of pertussis based solely on the neighborhood where the children resided (median odds ratio 1.3, 95% credible interval 1.1, 1.6). The density of day cares in each neighborhood was unrelated to the distribution of pertussis cases.
Conclusions:
Pertussis clustering was observed at the neighborhood level in Philadelphia, but was unrelated to the neighborhood's day care density. From a Health Department perspective, the highest risk neighborhoods should be targeted for vaccine campaigns and further research to identify the etiologic risk factors.
Related Concept Videos
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Transmission-based Precautions II: Airborne and Protective Environment
Airborne precautions:
Use airborne precautions when treating patients known or suspected to have diseases that spread through the air—for example, tuberculosis or measles. These organisms are present in smaller droplets expelled by an infected person and...
Transmission-based Precautions I: Contact, Enteric, and Droplets
Contact Precautions:
Contact precautions are the measures taken to prevent the transmission of infectious agents, especially epidemiologically important microorganisms such as MRSA or influenza, primarily transmitted through direct or indirect contact with an...
Pulmonary Tuberculosis I
Causative Organism
The primary infectious agent causing tuberculosis is Mycobacterium tuberculosis, a slow-growing, acid-fast, aerobic rod that exhibits sensitivity to heat and ultraviolet light. Instances of Mycobacterium bovis and Mycobacterium avium contributing to the development of TB infection are rare.
Mode of...
Prevalence and Incidence
Prevalence indicates the proportion of individuals in a population who have a specific disease or health condition at a...
Atypical Pneumonia

