COVID Surveillance Proposal
What is surveillance testing?
i.e symptomatic
i.e asymptomatic
BPS has effective risk mitigation strategies in place to support hybrid
Detection of SARS-CoV-2 with PCR
3 viral genes in parallel and requires 2 of 3 to be positive
false positive rate <3%
Surveillance a tool to enhance/increase in-person learning
Covid testing costs are decreasing
Examples of affordable testing options to support surveillance
Emerging technologies:
Mirimus SalivaDetect Rapid Test implemented in school setting
Self collection of saliva via a straw. 2 lay people/250 samples to help with logistics/barcodes
Draft Surveillance Testing Plan and Next Steps
All ~4500 BPS students and staff (prior to start of hybrid). Saliva pooled per class
~10% students
~100% teachers
(e.g. Cohort A end of day on Friday)
~10% students
~100% teachers
(e.g. Cohort B end of day on Friday)
Week 1
~$12K
Week 2
~$12K
Week 0 (Baseline)
~$80k
Next Steps:
...
...
Indicative budget for surveillance scenarios
Scenarios | Frequency | Budget ($M)^ | Comment |
1 | Once Weekly | ~$2.8 | Testing 100% of BPS population:
|
2 | Twice weekly | ~$5.5 | |
3 | Once Weekly | ~$0.08* | Boston Public Schools (random 5% teachers) |
4 | Once weekly | ~$0.4 | Belmont Hill: 15% students at random & teachers can opt in |
5 | Once weekly | ~$0.5 | Baseline testing (all BPS), then 10% of students at random and 100% teachers weekly. Provides infrastructure for more parents to opt in. |
^Assumes BPS population ~4542 K-12, cost of test is $15 through academic year, includes cost of deconvolution at $760 per pool, assumption for # deconvolution are scaled for DESE yellow metric (calc in backup).
*Assumes a $160 per test; e.g. Urgent Care to minimize infrastructure build up
Surveillance Proposal
Request School Committee
Backup
COVID testing aligns with BPS strategy
BPS Strategic Pillars | Background and comments |
Safety | •Need a plan should safe and effective vaccine not be available for 2020/21 academic year •Multiple K-12 schools have initiated an surveillance/tests (e.g. Wellesley, Belmont Hill, Boston Public Schools, NH, UN Int/NYC) |
Social/Emotional | •Enabling sustained in school learning key to social emotional and academic success |
Equity | •Adverse effects of remote learning widen the equity gap •Exit from BPS is on the rise; defunds schools, and negatively impacts the mission of public education |
Education | •Impossible to maintain the rigor of in-person learning without sacrificing quality and content •Kids have fallen behind and will likely continue to fall behind •Belmont schools & students will become less competitive relative to school districts already in more comprehensive hybrid in MA and around the country |
Statistical justification for 7.5+% threshold
Input Parameter | Criteria | Rationale |
BPS Population | ~4500 | Teachers and Students |
Target Prevalence | 0.11% | Yellow DESE |
Confidence in prevalence | >90% | Belmont and neighbouring towns Green or better for ~3 months |
Assay Sensitivity | >96% | |
Prob of infection in between testing | <1% | Meyers’ et al risk 1/1000 |
Desired Confidence Interval (CI) for Prev. | >90% | 90% 1 sided 5% acceptable to ensure Prev <0.11% 95% 2-sided, conservative |
Sample calculation using online Epitool
Sample size: estimates based on
n~700 (95% CI), or 170 (90% CI)
Frequency: Authors suggest surveillance over 14 day period is acceptable; provides flexibility to test each BPS cohort at different days over a 2-week period.
Maximizing education while minimizing COVID risk
In person with countermeasure presents low CUMULATIVE risk
Cohen et al, Institute for Disease Modeling, Seattle, Washington, Aug 13, 2020
BPS-like
Enhanced Hybrid
Maximizing education while minimizing COVID risk
In person with countermeasure presents low CUMULATIVE risk
Cohen et al, Institute for Disease Modeling, Seattle, Washington, Aug 13, 2020
BPS-like
Enhanced Hybrid
Summary of positivity rate
Town | Risk based on average daily cases per 100,000 | Positive cases last 14 days | % positive last 14 days | % Trend |
Belmont | Green | 9 | 0.66 | No change |
Watertown | Green | 15 | 0.8 | Lower |
Cambridge | Green | 34 | 0.88 | No change |
Waltham | Green | 34 | 0.88 | No change |
Arlington | White | 5 | 0.21 | No change |
Lexington | White | 3 | 0.24 | No change |
Table 1: Avg. daily COVID-19 case rate per 100K over past two weeks (WCVB accessed 1Sep20)
Comparison of COVID-19 tests
Past infection
Current infection