Routine measurement of cardiometabolic disease risk factors in primary care in England before, during and after the COVID-19 pandemic: a population-based cohort study (original) (raw)
Ho, F. K. et al. (2024) Routine measurement of cardiometabolic disease risk factors in primary care in England before, during and after the COVID-19 pandemic: a population-based cohort study.PLoS Medicine, 21(11), e1004485. (doi: 10.1371/journal.pmed.1004485) (PMID:39591388) (PMCID:PMC11593757)
Abstract
Background: This study estimated to what extent the number of measurements of cardiometabolic risk factors (e.g., blood pressure, cholesterol, glycated haemoglobin) were impacted by the COVID-19 pandemic and whether these have recovered to expected levels. Methods and findings: A cohort of individuals aged ≥18 years in England with records in the primary care—COVID-19 General Practice Extraction Service Data for Pandemic Planning and Research (GDPPR) were identified. Their records of 12 risk factor measurements were extracted between November 2018 and March 2024. Number of measurements per 1,000 individuals were calculated by age group, sex, ethnicity, and area deprivation quintile. The observed number of measurements were compared to a composite expectation band, derived as the union of the 95% confidence intervals of 2 estimates: (1) a projected trend based on data prior to the COVID-19 pandemic; and (2) an assumed stable trend from before pandemic. Point estimates were calculated as the mid-point of the expectation band. A cohort of 49,303,410 individuals aged ≥18 years were included. There was sharp drop in all measurements in March 2020 to February 2022, but overall recovered to the expected levels during March 2022 to February 2023 except for blood pressure, which had prolonged recovery. In March 2023 to March 2024, blood pressure measurements were below expectation by 16% (−19 per 1,000) overall, in people aged 18 to 39 (−23%; −18 per 1,000), 60 to 79 (−17%; −27 per 1,000), and ≥80 (−31%; −57 per 1,000). There was suggestion that recovery in blood pressure measurements was socioeconomically patterned. The second most deprived quintile had the highest deviation (−20%; −23 per 1,000) from expectation compared to least deprived quintile (−13%; −15 per 1,000). Conclusions: There was a substantial reduction in routine measurements of cardiometabolic risk factors following the COVID-19 pandemic, with variable recovery. The implications for missed diagnoses, worse prognosis, and health inequality are a concern.
| Item Type: | Articles |
|---|---|
| Additional Information: | This work is carried out with the support of the BHF Data Science Centre led by HDR UK (BHF Grant no. SP/19/3/34678). |
| Status: | Published |
| Refereed: | Yes |
| Glasgow Author(s) Enlighten ID: | Pell, Professor Jill and Mackay, Professor Daniel and Nakada, Shinya and Ho, Dr Frederick and Delles, Professor Christian and Sattar, Professor Naveed and Welsh, Professor Paul |
| Creator Roles: | Ho, F.Conceptualization, Data curation, Formal analysis, Writing – original draftDelles, C.Investigation, Writing – review and editingWelsh, P.Investigation, Writing – review and editingNakada, S.Investigation, Writing – review and editingMackay, D.Investigation, Writing – review and editingPell, J.Investigation, Writing – review and editingSattar, N.Conceptualization, Investigation, Writing – original draft |
| Authors: | Ho, F. K., Dale, C., Mizani, M. A., Bolton, T., Pearson, E. R., Valabhji, J., Delles, C., Welsh, P., Nakada, S., Mackay, D., Pell, J. P., Tomlinson, C., Petersen, S., Bray, B., Ashworth, M., Rahimi, K., Mamas, M., Halcox, J., Sudlow, C., Sofat, R., Sattar, N., and CVD-COVID-UK/COVID-IMPACT Consortium, |
| College/School: | College of Medical Veterinary and Life Sciences > School of Cardiovascular & Metabolic HealthCollege of Medical Veterinary and Life Sciences > School of Health & Wellbeing > Public Health |
| Journal Name: | PLoS Medicine |
| Publisher: | Public Library of Science |
| ISSN: | 1549-1277 |
| ISSN (Online): | 1549-1676 |
| Copyright Holders: | Copyright © 2024 Ho et al. |
| First Published: | First published in PLoS Medicine 21(11):e1004485 |
| Publisher Policy: | Reproduced under a Creative Commons licence |
University Staff: Request a correction | Enlighten Editors: Update this record
Deposit and Record Details
| ID Code: | 338284 |
|---|---|
| Depositing User: | Mr Alastair Arthur |
| Datestamp: | 09 Dec 2024 09:13 |
| Last Modified: | 10 Dec 2024 02:32 |
| Date of acceptance: | 4 October 2024 |
| Date of first online publication: | 26 November 2024 |
| Date Deposited: | 11 October 2024 |
| Data Availability Statement: | No |