• Who we are
    • About us
    • Our values
    • Environmental, social & governance
    • Therapeutic areas
  • What we do
    • Consulting (Acsel Health)
    • HEOR & market access
    • Scientific communications
    • Patient engagement
  • Insights
  • News & Events
  • Join us
    • Careers
    • Reasons to join
  • Contact us
  • Menu Menu

Publication Library / Publications

Risk predictors and symptom features of long COVID within a broad primary care patient population including both tested and Untested Patients

Introduction

Symptoms may persist after the initial phases of COVID-19 infection, a phenomenon termed long COVID. Current knowledge on long COVID has been mostly derived from test-confirmed and hospitalized COVID-19 patients. Data are required on the burden and predictors of long COVID in a broader patient group, which includes both tested and untested COVID-19 patients in primary care.

Methods

This is an observational study using data from Platform C19, a quality improvement program-derived research database linking primary care electronic health record data (EHR) with patient-reported questionnaire information. Participating general practices invited consenting patients aged 18-85 to complete an online questionnaire since 7th August 2020. COVID-19 self-diagnosis, clinician-diagnosis, testing, and the presence and duration of symptoms were assessed via the questionnaire. Patients were considered present with long COVID if they reported symptoms lasting ≥4 weeks. EHR and questionnaire data up till 22nd January 2021 were extracted for analysis. Multivariable regression analyses were conducted comparing demographics, clinical characteristics, and presence of symptoms between patients with long COVID and patients with shorter symptom duration.

Results

Long COVID was present in 310/3151 (9.8%) patients with self-diagnosed, clinician-diagnosed, or test-confirmed COVID-19. Only 106/310 (34.2%) long COVID patients had test-confirmed COVID-19. Risk predictors of long COVID were age ≥40 years (adjusted Odds Ratio [AdjOR]=1.49 [1.05-2.17]), female sex (adjOR=1.37 [1.02-1.85]), frailty (adjOR=2.39 [1.29-4.27]), visit to A&E (adjOR=4.28 [2.31-7.78]), and hospital admission for COVID-19 symptoms (adjOR=3.22 [1.77-5.79]). Aches and pain (adjOR=1.70 [1.21-2.39]), appetite loss (adjOR=3.15 [1.78-5.92]), confusion and disorientation (adjOR=2.17 [1.57-2.99]), diarrhea (adjOR=1.4 [1.03-1.89]), and persistent dry cough (adjOR=2.77 [1.94-3.98]) were symptom features statistically more common in long COVID.

Conclusion

This study reports the factors and symptom features predicting long COVID in a broad primary care population, including both test-confirmed and the previously missed group of COVID-19 patients.

Authors R Jones, A Davis, B Stanley, S Julious, D Ryan, D J Jackson, D M G Halpin, K Hickman, H Pinnock, J K Quint, K Khunti, L G Heaney, P Oliver, S Siddiqui, I Pavord, D H M Jones, M Hyland, L Ritchie, P Young, T Megaw, S Davis, S Walker, S Holgate, S Beecroft, A Kemppinen, F Appiagyei, E-J Roberts, M Preston, A Hardjojo, V Carter, M van Melle, D Price
Journal Pragmatic and observational research
Therapeutic Area Pulmonology and respiratory
Center of Excellence Real-world Evidence & Data Analytics
Year 2021
Read full article

Services

  • Consulting
  • HEOR & market access
  • Scientific communications
  • Creative communications
  • Patient engagement

Company

  • About Us
  • Our values
  • Environmental, social & governance
  • Our commitment to rare disease
  • Careers
  • Reasons to join
  • News & insights
  • Events
  • Locations & contact

Legal and Governance

  • Terms of use
  • Privacy notice
  • Cookie policy
  • IT security measures
  • Modern slavery statement
  • Disclosure UK – ABPI
  • Looking for OpenHealth Company?
  • Legal statements & documents
  • Global ethical business conduct code
  • Suppliers
footer-logo-mark
  • Twitter
  • Linkedin
  • Instagram
  • Facebook

© Copyright OPEN Health 2025. All rights reserved. OPEN Health is a registered trademark.

backtotop-arrow
Scroll to top