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CoMix: comparing mixing patterns in the Belgian population during and after lockdown
Pietro Coletti1, James Wambua2, Amy Gimma3
1UHasselt, Data Science Institute and I-BioStat, Hasselt, 3500, Belgium. pietro.coletti@uhasselt.be.
Insights
Social distancing measures significantly reduced COVID-19 transmission in Belgium. A survey tracked contact behavior, showing an 80% drop initially, with gradual increases but sustained lower contact rates, highlighting the importance of monitoring interventions.
Area of Science:
- Public Health
- Epidemiology
- Sociology
Background:
- The COVID-19 pandemic presented a significant public health challenge, necessitating social distancing measures like lockdowns and phased re-openings.
- Effective public health strategies require understanding population behavior and compliance during interventions.
Purpose of the Study:
- To assess the impact of social distancing measures on contact behavior and COVID-19 spread in Belgium.
- To evaluate compliance with protective measures such as face masks and hygiene protocols.
Main Methods:
- A representative survey of Belgian adults tracked contact behavior from mid-April to early August.
- Contact rates were compared to pre-pandemic levels, and the reproduction number (R) was estimated.
- Data collection occurred during various stages of intervention measures, including lockdown and re-opening phases.
Main Results:
- Initial contact reductions averaged around 80%, consistent across age groups.
- Contact rates increased over time, especially among younger individuals, but remained below pre-pandemic levels.
- The estimated reproduction number exceeded one from late May to late July, falling below one by early August.
Conclusions:
- Rapidly deployed surveys can effectively measure social distancing compliance and its impact on disease transmission.
- Continuous monitoring of intervention effectiveness is crucial for preventing further waves of COVID-19.
- Sustained lower contact rates, even with increases, contributed to managing disease spread.
Abstract:
The COVID-19 pandemic has shown how a newly emergent communicable disease can lay considerable burden on public health. To avoid system collapse, governments have resorted to several social distancing measures. In Belgium, this included a lockdown and a following period of phased re-opening. A representative sample of Belgian adults was asked about their contact behaviour from mid-April to the beginning of August, during different stages of the intervention measures in Belgium. Use of personal protection equipment (face masks) and compliance to hygienic measures was also reported. We estimated the expected reproduction number computing the ratio of [Formula: see text] with respect to pre-pandemic data. During the first two waves (the first month) of the survey, the reduction in the average number of contacts was around 80% and was quite consistent across all age-classes. The average number of contacts increased over time, particularly for the younger age classes, still remaining significantly lower than pre-pandemic values. From the end of May to the end of July , the estimated reproduction number has a median value larger than one, although with a wide dispersion. Estimated [Formula: see text] fell below one again at the beginning of August. We have shown how a rapidly deployed survey can measure compliance to social distancing and assess its impact on COVID-19 spread. Monitoring the effectiveness of social distancing recommendations is of paramount importance to avoid further waves of COVID-19.
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