

I wanted to focus on 2 Qs I've gotten recently


1/
Quick review:
MEASURE 1: case positivity
- numerator: unique people who test +
- denominator: unique people tested
MEASURE 2: % positivity for new cases
- same calculation but exclude (from numerator and denominator) anyone who tested + prior to the date being assessed.
2/
MEASURE 1: case positivity
- numerator: unique people who test +
- denominator: unique people tested
MEASURE 2: % positivity for new cases
- same calculation but exclude (from numerator and denominator) anyone who tested + prior to the date being assessed.
2/
To understand diff in the measures, I focused on the % excluded from the numerator and denominator of MEASURE 2.
I used data from 9/27 thru 10/3, as listed on the 10/4 state and county reports.
3/
I used data from 9/27 thru 10/3, as listed on the 10/4 state and county reports.
3/
The % removed from the NUMERATOR (+ people who previously tested +) was 29.6% for the week
- daily % removed varied from 26.7% to 32.4%
The % removed from the DENOMINATOR (+/- people who previously tested +) was 8.1% for the week
- daily % removed varied from 7.7% to 8.8%
4/
- daily % removed varied from 26.7% to 32.4%
The % removed from the DENOMINATOR (+/- people who previously tested +) was 8.1% for the week
- daily % removed varied from 7.7% to 8.8%
4/
So, a higher % of people who tested + are being removed from the numerator (about 1 in 3) than the % of people tested from the denominator (about 1 in 12).
That's why the % positivity for new cases is LOWER than the case positivity.
What about the WEEKLY TESTING REPORT?
5/
That's why the % positivity for new cases is LOWER than the case positivity.
What about the WEEKLY TESTING REPORT?

5/
Around 60-65% of people tested daily in FL have been tested previously.
So, we tend to see a lot of repeat testers in the daily positivity measures (both of them).
Florida releases ONE DATASET weekly that de-duplicates people tested during a given week.
6/
So, we tend to see a lot of repeat testers in the daily positivity measures (both of them).
Florida releases ONE DATASET weekly that de-duplicates people tested during a given week.
6/
This report gives numerator and denominator for the "% positivity for new cases" (MEASURE #2).
If one were to ADD the daily numerators and denominators from the week, they would calculate:
- 16,191 / 365,705 = 4.43%
The weekly report calculates:
- 16,191 / 347,123 = 4.66%
7/
If one were to ADD the daily numerators and denominators from the week, they would calculate:
- 16,191 / 365,705 = 4.43%
The weekly report calculates:
- 16,191 / 347,123 = 4.66%
7/
The NUMERATORS are the same, which makes sense.
As soon as a person tests +, they are not included in any subsequent day's calculations (for this positivity measure).
In that sense, the numerator of the "% positivity for new cases" is always de-duplicated, even daily.
8/
As soon as a person tests +, they are not included in any subsequent day's calculations (for this positivity measure).
In that sense, the numerator of the "% positivity for new cases" is always de-duplicated, even daily.
8/
But the DENOMINATORS are different since DOH de-duplicates:
- people who tested negative multiple days in the week
- people who tested negative and then positive during the week
How much did de-duplication remove?
- 18,582 of 365,705 (or 5.1%) of the denominator
9/
- people who tested negative multiple days in the week
- people who tested negative and then positive during the week
How much did de-duplication remove?
- 18,582 of 365,705 (or 5.1%) of the denominator
9/
So, would seem that, if this week is representative of most weeks recently:
- about 1 in 20 who are tested in FL are being tested multiple times WITHIN A 7-DAY PERIOD
Also, the % positivity from the weekly rpt tends to be
than the daily avg due to removal of repeat neg.
10/
- about 1 in 20 who are tested in FL are being tested multiple times WITHIN A 7-DAY PERIOD
Also, the % positivity from the weekly rpt tends to be

10/