A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe

During the second half of 2020, many European governments responded to the resurging transmission of SARS-CoV-2 with wide-ranging non-pharmaceutical interventions (NPIs). These efforts were often highly targeted at the regional level and included fine-grained NPIs. This paper describes a new dataset...

Full description

Bibliographic Details
Main Authors: Altman, G, Ahuja, J, Monrad, JT, Dhaliwal, G, Rogers-Smith, C, Leech, G, Snodin, B, Sandbrink, JB, Finnveden, L, Norman, AJ, Oehm, SB, Sandkühler, JF, Kulveit, J, Flaxman, S, Gal, Y, Mishra, S, Bhatt, S, Sharma, M, Mindermann, S, Brauner, JM
Format: Journal article
Language:English
Published: Springer Nature 2022
_version_ 1826309296146612224
author Altman, G
Ahuja, J
Monrad, JT
Dhaliwal, G
Rogers-Smith, C
Leech, G
Snodin, B
Sandbrink, JB
Finnveden, L
Norman, AJ
Oehm, SB
Sandkühler, JF
Kulveit, J
Flaxman, S
Gal, Y
Mishra, S
Bhatt, S
Sharma, M
Mindermann, S
Brauner, JM
author_facet Altman, G
Ahuja, J
Monrad, JT
Dhaliwal, G
Rogers-Smith, C
Leech, G
Snodin, B
Sandbrink, JB
Finnveden, L
Norman, AJ
Oehm, SB
Sandkühler, JF
Kulveit, J
Flaxman, S
Gal, Y
Mishra, S
Bhatt, S
Sharma, M
Mindermann, S
Brauner, JM
author_sort Altman, G
collection OXFORD
description During the second half of 2020, many European governments responded to the resurging transmission of SARS-CoV-2 with wide-ranging non-pharmaceutical interventions (NPIs). These efforts were often highly targeted at the regional level and included fine-grained NPIs. This paper describes a new dataset designed for the accurate recording of NPIs in Europe's second wave to allow precise modelling of NPI effectiveness. The dataset includes interventions from 114 regions in 7 European countries during the period from the 1st August 2020 to the 9th January 2021. The paper includes NPI definitions tailored to the second wave following an exploratory data collection. Each entry has been extensively validated by semi-independent double entry, comparison with existing datasets, and, when necessary, discussion with local epidemiologists. The dataset has considerable potential for use in disentangling the effectiveness of NPIs and comparing the impact of interventions across different phases of the pandemic.
first_indexed 2024-03-07T07:32:06Z
format Journal article
id oxford-uuid:88266969-4df5-4e01-a830-53fbd89e8fcf
institution University of Oxford
language English
last_indexed 2024-03-07T07:32:06Z
publishDate 2022
publisher Springer Nature
record_format dspace
spelling oxford-uuid:88266969-4df5-4e01-a830-53fbd89e8fcf2023-01-31T06:54:02ZA dataset of non-pharmaceutical interventions on SARS-CoV-2 in EuropeJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:88266969-4df5-4e01-a830-53fbd89e8fcfEnglishSymplectic ElementsSpringer Nature2022Altman, GAhuja, JMonrad, JTDhaliwal, GRogers-Smith, CLeech, GSnodin, BSandbrink, JBFinnveden, LNorman, AJOehm, SBSandkühler, JFKulveit, JFlaxman, SGal, YMishra, SBhatt, SSharma, MMindermann, SBrauner, JMDuring the second half of 2020, many European governments responded to the resurging transmission of SARS-CoV-2 with wide-ranging non-pharmaceutical interventions (NPIs). These efforts were often highly targeted at the regional level and included fine-grained NPIs. This paper describes a new dataset designed for the accurate recording of NPIs in Europe's second wave to allow precise modelling of NPI effectiveness. The dataset includes interventions from 114 regions in 7 European countries during the period from the 1st August 2020 to the 9th January 2021. The paper includes NPI definitions tailored to the second wave following an exploratory data collection. Each entry has been extensively validated by semi-independent double entry, comparison with existing datasets, and, when necessary, discussion with local epidemiologists. The dataset has considerable potential for use in disentangling the effectiveness of NPIs and comparing the impact of interventions across different phases of the pandemic.
spellingShingle Altman, G
Ahuja, J
Monrad, JT
Dhaliwal, G
Rogers-Smith, C
Leech, G
Snodin, B
Sandbrink, JB
Finnveden, L
Norman, AJ
Oehm, SB
Sandkühler, JF
Kulveit, J
Flaxman, S
Gal, Y
Mishra, S
Bhatt, S
Sharma, M
Mindermann, S
Brauner, JM
A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
title A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
title_full A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
title_fullStr A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
title_full_unstemmed A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
title_short A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
title_sort dataset of non pharmaceutical interventions on sars cov 2 in europe
work_keys_str_mv AT altmang adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT ahujaj adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT monradjt adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT dhaliwalg adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT rogerssmithc adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT leechg adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT snodinb adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT sandbrinkjb adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT finnvedenl adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT normanaj adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT oehmsb adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT sandkuhlerjf adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT kulveitj adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT flaxmans adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT galy adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT mishras adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT bhatts adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT sharmam adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT mindermanns adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT braunerjm adatasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT altmang datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT ahujaj datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT monradjt datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT dhaliwalg datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT rogerssmithc datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT leechg datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT snodinb datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT sandbrinkjb datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT finnvedenl datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT normanaj datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT oehmsb datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT sandkuhlerjf datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT kulveitj datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT flaxmans datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT galy datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT mishras datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT bhatts datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT sharmam datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT mindermanns datasetofnonpharmaceuticalinterventionsonsarscov2ineurope
AT braunerjm datasetofnonpharmaceuticalinterventionsonsarscov2ineurope