Table 1. Possible data sets for occupational analyses.
Data source | Occupation data | Confounders | Outcome data | Availability to
researchers? |
---|---|---|---|---|
Office of National Statistics (ONS) data | ||||
Numerator: ONS registered deaths
Denominator: Annual Population Survey |
Current occupation | Age, sex, residence,
deprivation, ethnicity |
COVID-19 on death
certificate |
Yes |
National Health Service (NHS) data | ||||
NHS hospitalization data | No | Age, sex, residence,
deprivation, ethnicity |
COVID-19 admission | Yes |
NHS workplace absence reports | Current occupation | Unknown | COVID-19 as cause | Yes |
OpenSafely | No | Age, sex, residence,
deprivation, ethnicity, comorbidities |
Hospital death from
COVID-19 |
Yes |
HSE data | ||||
Workplace sickness reports (RIDDOR) | Current occupation | No | COVID-19 as cause | Yes |
Population cohorts | ||||
UK Biobank + many others | Most are using Wellcome COVID-19 questionnaire;
includes employment, sector, travel to work |
Multiple | SARS-CoV-2 positive test | Yes (UK
Biobank) |
Population surveys | ||||
ONS Infection Survey | Current occupation, working from home, transport | Age, sex, ethnicity,
geographical identifiers |
Series of SARS-CoV-2
tests |
Yes, under
application |
Understanding Society | Employment, work conditions, travel to work - key
work sector, industry, 3-digit SOC code. |
Age, sex, ethnicity,
geographical identifiers |
SARS-CoV-2 test
Symptoms |
Yes |
Real-time Assessment of Community Transmission
(REACT) |
Unknown | Yes | COVID-19 symptoms and
test results |
Possible |
Apps | ||||
ZOE (King’s College) | Not currently | Yes | COVID-19 symptoms and
test results |
Possible |
Population testing | ||||
Pillar 1 | No | No | SARS-CoV-2 test | Possible |
Pillar 2 | No | No | SARS-CoV-2 test | Possible |
Test-Trace-Isolate (TTI) | No | No | Close contacts | Possible |
HSE/PHE data | ||||
Publica Health England (PHE) outbreak
investigations 10 |
Current occupation and exposures | Age, sex, residence,
deprivation, ethnicity |
SARS-CoV-2 test | Yes |