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Published on: May 17, 2024
Close encounters between infants and household members measured through wearable proximity sensors
Laura Ozella1, Francesco Gesualdo2, Michele Tizzoni1
1Data Science Laboratory, ISI Foundation, Turin, Italy.
Insights
Wearable sensors tracked infant proximity to family, revealing mothers have the most contact. Exclusive breastfeeding correlated with more infant interactions, highlighting vaccination strategies for pertussis prevention.
Area of Science:
- Epidemiology
- Public Health
- Wearable Technology
Background:
- Pertussis (whooping cough) is a significant public health concern, especially for unvaccinated infants.
- Family members are the primary source of pertussis transmission to infants.
- Understanding household transmission dynamics is crucial for effective prevention strategies.
Purpose of the Study:
- To quantify close-proximity interactions between infants and family members using wearable sensors.
- To investigate factors influencing contact patterns, such as feeding practices and demographics.
- To inform strategies for preventing infant pertussis infection.
Main Methods:
- Utilized wearable Radio Frequency Identification (RFID) proximity sensors in 16 households with infants under 6 months.
- Collected data over 2-5 consecutive days per household for approximately 1 year.
- Analyzed 5,958 contact events among 55 individuals (infants, siblings, parents, grandparents).
Main Results:
- Most (70%) close-contact events involved infants and other family members; 30% were among family members excluding infants.
- Mothers had the most frequent and longest contact durations with infants, followed by fathers, siblings, and grandparents.
- Families practicing exclusive breastfeeding showed significantly more infant contact events and longer durations.
Conclusions:
- Wearable proximity sensors provide high-resolution data on household contact patterns.
- Mothers are the predominant source of contact for infants, making them key potential pertussis vectors.
- Maternal pertussis vaccination during pregnancy is a critical strategy to protect young infants.
Abstract:
Describing and understanding close proximity interactions between infant and family members can provide key information on transmission opportunities of respiratory infections within households. Among respiratory infections, pertussis represents a public health priority. Pertussis infection can be particularly harmful to young, unvaccinated infants and for these patients, family members represent the main sources of transmission. Here, we report on the use of wearable proximity sensors based on RFID technology to measure face-to-face proximity between family members within 16 households with infants younger than 6 months for 2-5 consecutive days of data collection. The sensors were deployed over the course of approximately 1 year, in the context of a national research project aimed at the improvement of infant pertussis prevention strategies. We investigated differences in close-range interactions between family members and we assessed whether demographic variables or feeding practices affect contact patterns between parents and infants. A total of 5,958 contact events were recorded between 55 individuals: 16 infants, 4 siblings, 31 parents and 4 grandparents. The aggregated contact networks, obtained for each household, showed a heterogeneous distribution of the cumulative time spent in proximity with the infant by family members. Contact matrices defined by age and by family role showed that most of the contacts occurred between the infant and other family members (70%), while 30% of contacts was among family members (infants excluded). Many contacts were observed between infants and adults, in particular between infant and mother, followed by father, siblings and grandparents. A larger number of contacts and longer contact durations between infant and other family members were observed in families adopting exclusive breastfeeding, compared to families in which the infant receives artificial or mixed feeding. Our results demonstrate how a high-resolution measurement of contact matrices within infants' households is feasible using wearable proximity sensing devices. Moreover, our findings suggest the mother is responsible for the large majority of the infant's contact pattern, thus being the main potential source of infection for a transmissible disease. As the contribution to the infants' contact pattern by other family members is very variable, vaccination against pertussis during pregnancy is probably the best strategy to protect young, unvaccinated infants.
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