Denominator1: UDS patients or patients with a medic{al encounter in 2019 or beyond

Denominator2: Patients who received a COVID-19 related service (testing, vaccine, other screening for SDOH) without a medical visit or meeting UDS criteria

Risk:

Demographics
1. Race & Ethnicity
2. Gender
3. Age (categories)
4. Location (Zip or Partial Zip/State)-- include state at a minimum
5. SOGI
SDOH
1. Food Insecurity
2. Housing Insecurity/Homelessness

Testing:

Unique # of patients who had each following type of COVID-19 tests and their corresponding results
1. PCR
2. Antigen
3. Antibody (Omit - non-diagnostic)
  1. IgG
  2. IgM
  3. Others
Total # of unique patients tested by result for diagnostic tests: positive, negative, indeterminate
1. Positive Test, Undiagnosed
2. No Test, Diagnosed
3. Negative Test, Diagnosed
Unique # of patients tested with positive results (diagnostic only)
Average number of tests per unique patient
Antibody tests and results by unique patient: positive, negative, indeterminant (Omit, non-diagnostic)
What is the percent of patients who had a positive Antigen test had a follow-up molecular/PCR test?
What is the average time from a positive Antigen test result to a molecular/PCR report?

Planned Next Analytics:

1) Determine risk factors that predict COVID infection

Look at proportion of patients with COVID diagnosis and see how many have also a positive test.
Look at number of patients who had a positive test but no recorded COVID diagnosis.
See how many encounters patients in the positive test-no diagnosis had in the dataset.
Work with team to determine whether to include "positive test only" patients in the denominator or not based on amount of missing data for those patients.
Perform logistic regression to look at risk for COVID diagnosis based on demographics: age, location, race/ethnicity, number of comorbidities,

Vaccination:

Number of Denominator1 who are vaccinated (unique patients):

To Flu:
1. At FQHC affiliated site
2. All other flu vaccine history in 2020
To COVID-19:
1. At FQHC affiliated site
2. All other COVID-19 vaccine history in 2020

Number of Denominator2 patients who received vaccination with:

Flu at the FQHC affiliated site
COVID-19 at the FQHC affiliated site

Diagnoses:

Number of patients with codes for COVID-19 exposure, suspected COVID, COVID-19+ diagnosis
1. Look at how many COVID-19 diagnosed patients have a positive test
Number of comorbidities per positive patients

Encounters: exclude Denominator2:

Number of encounters per patient by week or month
Number of encounters per COVID-19 + patient
Encounters for Post-COVID

Outcomes:

Post-COVID syndromes
1. How many patients were diagnosed with PASC, MISC, Long COVID, Post-COVID syndromes?
  1. By month
Death: How many patients with COVID-19 + were noted to have died
Hospitalizations
Complications

COVID-19

COVID-19 CDC Data Analyses