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OpenSAFELY NHS Service Restoration Observatory 2: changes in primary care activity across six clinical areas during the COVID-19 pandemic

Helen J Curtis, Brian MacKenna, Milan Wiedemann, Louis Fisher, Richard Croker, Caroline E Morton, Peter Inglesby, Alex J Walker, Jessica Morley, Amir Mehrkar, Sebastian CJ Bacon, George Hickman, David Evans, Tom Ward, Simon Davy, William J Hulme, Orla Macdonald, Robin Conibere, Tom Lewis, Martin Myers, Shamila Wanninayake, Kiren Collison, Charles Drury, Miriam Samuel, Harpreet Sood, Andrea Cipriani, Seena Fazel, Manuj Sharma, Wasim Baqir, Chris Bates, John Parry and Ben Goldacre
British Journal of General Practice 1 February 2023; BJGP.2022.0301. DOI: https://doi.org/10.3399/BJGP.2022.0301
Helen J Curtis
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Brian MacKenna
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Milan Wiedemann
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Louis Fisher
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Richard Croker
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Caroline E Morton
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Peter Inglesby
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Alex J Walker
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Jessica Morley
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Amir Mehrkar
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Sebastian CJ Bacon
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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George Hickman
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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David Evans
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Tom Ward
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Simon Davy
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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William J Hulme
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Orla Macdonald
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Robin Conibere
2 Beacon Medical Group, Plymouth, United Kingdom
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Tom Lewis
3 Royal Devon University Healthcare NHS Foundation Trust, Barnstaple, United Kingdom
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Martin Myers
4 Lancashire Teaching Hospitals NHS Foundation Trust, Lancashire, United Kingdom
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Shamila Wanninayake
5 The Manor Surgery, London, United Kingdom
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Kiren Collison
6 NHS England and NHS Improvement, London, United Kingdom
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Charles Drury
7 Herefordshire and Worcestershire Health and Care NHS Trust, London, United Kingdom
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Miriam Samuel
8 Wolfson Institute of Population Health (Queen Mary University of London), London, United Kingdom
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Harpreet Sood
9 University College London Hospitals NHS Foundation Trust, London, United Kingdom
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Andrea Cipriani
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Seena Fazel
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Manuj Sharma
12 Department of Primary Care and Population Health, University College London, London, United Kingdom
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Wasim Baqir
6 NHS England and NHS Improvement, London, United Kingdom
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Chris Bates
13 TPP, TPP House, 129 Low Lane, Horsforth, Leeds, United Kingdom
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John Parry
13 TPP, TPP House, 129 Low Lane, Horsforth, Leeds, United Kingdom
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Ben Goldacre
1 The Bennet Institute for Applied Data Science, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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  • ORCID record for Ben Goldacre
  • For correspondence: ben.goldacre@phc.ox.ac.uk
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Abstract

Background: The COVID-19 pandemic has disrupted healthcare activity across a broad range of clinical services. The NHS stopped non-urgent work in March 2020, later recommending services be restored to near-normal levels before winter where possible. Aims: Using routinely collected data, our aim was to describe changes in the volume and variation of coded clinical activity in general practice in: (i) cardiovascular disease, (ii) diabetes, (iii) mental health, (iv) female and reproductive health, (v) screening, and (vi) processes related to medication. Design and setting: With the approval of NHS England, we conducted a cohort study of 23.8 million patient records in general practice, in-situ using OpenSAFELY. Methods: We selected common primary care activity using CTV3 codes and keyword searches from January 2019 - December 2020, presenting median and deciles of code usage across practices per month. Results: We identified substantial and widespread changes in clinical activity in primary care since the onset of the COVID-19 pandemic, with generally good recovery by December 2020. A few exceptions showed poor recovery and warrant further investigation, such as mental health, e.g. "Depression interim review" (median across practices in December 2020 -41.6% compared to December 2019). Conclusions: Granular NHS GP data at population-scale can be used to monitor disruptions to healthcare services and guide the development of mitigation strategies. The authors are now developing real-time monitoring dashboards for key measures identified here as well as further studies, using primary care data to monitor and mitigate the indirect health impacts of Covid-19 on the NHS.

  • Family medicine
  • Large database research
  • Received June 8, 2022.
  • Accepted October 14, 2022.
  • Copyright © 2022, The Authors

This article is Open Access: CC BY license (https://creativecommons.org/licenses/by/4.0/)

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Accepted Manuscript
OpenSAFELY NHS Service Restoration Observatory 2: changes in primary care activity across six clinical areas during the COVID-19 pandemic
Helen J Curtis, Brian MacKenna, Milan Wiedemann, Louis Fisher, Richard Croker, Caroline E Morton, Peter Inglesby, Alex J Walker, Jessica Morley, Amir Mehrkar, Sebastian CJ Bacon, George Hickman, David Evans, Tom Ward, Simon Davy, William J Hulme, Orla Macdonald, Robin Conibere, Tom Lewis, Martin Myers, Shamila Wanninayake, Kiren Collison, Charles Drury, Miriam Samuel, Harpreet Sood, Andrea Cipriani, Seena Fazel, Manuj Sharma, Wasim Baqir, Chris Bates, John Parry, Ben Goldacre
British Journal of General Practice 1 February 2023; BJGP.2022.0301. DOI: 10.3399/BJGP.2022.0301

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Accepted Manuscript
OpenSAFELY NHS Service Restoration Observatory 2: changes in primary care activity across six clinical areas during the COVID-19 pandemic
Helen J Curtis, Brian MacKenna, Milan Wiedemann, Louis Fisher, Richard Croker, Caroline E Morton, Peter Inglesby, Alex J Walker, Jessica Morley, Amir Mehrkar, Sebastian CJ Bacon, George Hickman, David Evans, Tom Ward, Simon Davy, William J Hulme, Orla Macdonald, Robin Conibere, Tom Lewis, Martin Myers, Shamila Wanninayake, Kiren Collison, Charles Drury, Miriam Samuel, Harpreet Sood, Andrea Cipriani, Seena Fazel, Manuj Sharma, Wasim Baqir, Chris Bates, John Parry, Ben Goldacre
British Journal of General Practice 1 February 2023; BJGP.2022.0301. DOI: 10.3399/BJGP.2022.0301
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Keywords

  • Family medicine
  • Large database research

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Print ISSN: 0960-1643
Online ISSN: 1478-5242