Parallel trends in the transmission of SARS-CoV-2 and retail/recreation and public transport mobility during non-lockdown periods

•A strong relationship was found between transmission of severe acute respiratory syndrome coronavirus-2 and mobility during the period between the first two waves of the coronavirus disease-2019 pandemic.•Trends in mobility and viral transmission evolved almost in parallel during this period.•Track...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of infectious diseases Vol. 104; pp. 693 - 695
Main Authors Cazelles, Bernard, Comiskey, Catherine, Nguyen-Van-Yen, Benjamin, Champagne, Clara, Roche, Benjamin
Format Journal Article
LanguageEnglish
Published Canada Elsevier Ltd 01.03.2021
Elsevier
The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases
Subjects
Online AccessGet full text

Cover

Loading…
Abstract •A strong relationship was found between transmission of severe acute respiratory syndrome coronavirus-2 and mobility during the period between the first two waves of the coronavirus disease-2019 pandemic.•Trends in mobility and viral transmission evolved almost in parallel during this period.•Tracking changes in mobility patterns would help public health authorities to anticipate increases in transmission.•This result is important from a public health perspective when relaxing mitigation measures. Recent literature strongly supports the hypothesis that mobility restriction and social distancing play a crucial role in limiting the transmission of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). During the first wave of the coronavirus disease 2019 (COVID-19) pandemic, it was shown that mobility restriction reduced transmission significantly. This study found that, in the period between the first two waves of the COVID-19 pandemic, there was high positive correlation between trends in the transmission of SARS-CoV-2 and mobility. These two trends oscillated simultaneously, and increased mobility following the relaxation of lockdown rules was significantly associated with increased transmission. From a public health perspective, these results highlight the importance of tracking changes in mobility when relaxing mitigation measures in order to anticipate future changes in the spread of SARS-CoV-2.
AbstractList Recent literature strongly supports the hypothesis that mobility restriction and social distancing play a crucial role in limiting the transmission of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). During the first wave of the coronavirus disease 2019 (COVID-19) pandemic, it was shown that mobility restriction reduced transmission significantly. This study found that, in the period between the first two waves of the COVID-19 pandemic, there was high positive correlation between trends in the transmission of SARS-CoV-2 and mobility. These two trends oscillated simultaneously, and increased mobility following the relaxation of lockdown rules was significantly associated with increased transmission. From a public health perspective, these results highlight the importance of tracking changes in mobility when relaxing mitigation measures in order to anticipate future changes in the spread of SARS-CoV-2.
•A strong relationship was found between transmission of severe acute respiratory syndrome coronavirus-2 and mobility during the period between the first two waves of the coronavirus disease-2019 pandemic.•Trends in mobility and viral transmission evolved almost in parallel during this period.•Tracking changes in mobility patterns would help public health authorities to anticipate increases in transmission.•This result is important from a public health perspective when relaxing mitigation measures. Recent literature strongly supports the hypothesis that mobility restriction and social distancing play a crucial role in limiting the transmission of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). During the first wave of the coronavirus disease 2019 (COVID-19) pandemic, it was shown that mobility restriction reduced transmission significantly. This study found that, in the period between the first two waves of the COVID-19 pandemic, there was high positive correlation between trends in the transmission of SARS-CoV-2 and mobility. These two trends oscillated simultaneously, and increased mobility following the relaxation of lockdown rules was significantly associated with increased transmission. From a public health perspective, these results highlight the importance of tracking changes in mobility when relaxing mitigation measures in order to anticipate future changes in the spread of SARS-CoV-2.
Author Champagne, Clara
Nguyen-Van-Yen, Benjamin
Cazelles, Bernard
Roche, Benjamin
Comiskey, Catherine
Author_xml – sequence: 1
  givenname: Bernard
  surname: Cazelles
  fullname: Cazelles, Bernard
  email: cazelles@bologie.ens.fr
  organization: UMMISCO, Sorbonne Université, Paris, France
– sequence: 2
  givenname: Catherine
  surname: Comiskey
  fullname: Comiskey, Catherine
  organization: School of Nursing and Midwifery, Trinity College Dublin, University of Dublin, Dublin, Ireland
– sequence: 3
  givenname: Benjamin
  surname: Nguyen-Van-Yen
  fullname: Nguyen-Van-Yen, Benjamin
  organization: Eco-Evolution Mathématique, IBENS, UMR 8197, CNRS, Ecole Normale Supérieure, Paris, France
– sequence: 4
  givenname: Clara
  surname: Champagne
  fullname: Champagne, Clara
  organization: Swiss Tropical and Public Health Institute, Basel, Switzerland
– sequence: 5
  givenname: Benjamin
  surname: Roche
  fullname: Roche, Benjamin
  organization: MIVEGEC, IRD, CNRS and Université de Montpellier, Montpellier, France
BackLink https://www.ncbi.nlm.nih.gov/pubmed/33540130$$D View this record in MEDLINE/PubMed
https://hal.sorbonne-universite.fr/hal-03134842$$DView record in HAL
BookMark eNp9kk2LFDEQhhtZcT_0D3iQHPXQs_noTqdBhGFQd2FAcdVrSCfVM2kzyZj0jOzRf27aXhfXg1CQpPLWEyr1nhcnPngoiucELwgm_HJY2MGaBcWULHAO3jwqzohoRMlqQk7ynmJStg2hp8V5SgPGuOJcPClOGasrTBg-K35-VFE5Bw6NEbxJyHo0biGflE87m5INHoUe3Sw_3ZSr8LWkSHmDIozKussIOoIaJ82U3R86Z_Vcuw9xRLvQWWfHW2QO0foNyg2ULuhvJvzwaA_RBpOeFo975RI8u1svii_v3n5eXZXrD--vV8t1qTklY1m3nQHWGtK2hrWKqKbTPWlrAi1XptagBGMCU65pRbUxomG8Y4KphhBDCWMXxfXMNUENch_tTsVbGZSVvxMhbqSKo9UOZKYxWmOFGwIVF1jUymDVd0pwxnveZ9abmZU73oHR4HPP7gH04Y23W7kJR9mIqq1EnQGvZsD2n7Kr5VpOOcwIq0RFjzRrX949FsP3A6RR5rlocE55CIckaSUaUtMWiyyls1THkFKE_p5NsJw8Iwc5eUZOnpE4B29y0Yu_m7kv-WOSLHg9CyCP52ghyqQteA3GZgOM-f_s__i_ACI71dU
CitedBy_id crossref_primary_10_1016_j_ijid_2021_08_029
crossref_primary_10_1016_j_ijid_2021_10_007
crossref_primary_10_1186_s12879_021_06433_9
crossref_primary_10_3390_epidemiologia2030022
crossref_primary_10_1016_j_buildenv_2022_109224
crossref_primary_10_1371_journal_pcbi_1009211
crossref_primary_10_1016_j_cstp_2022_03_023
crossref_primary_10_3390_pathogens12111307
crossref_primary_10_1093_eurpub_ckab126
crossref_primary_10_3390_v14102232
crossref_primary_10_3390_v15010162
Cites_doi 10.1371/journal.pcbi.1008409
10.1371/journal.pcbi.1003716
10.4414/smw.2020.20295
10.1126/science.abb4218
10.1016/S1473-3099(20)30553-3
10.1186/s12879-021-06433-9
10.3201/eid2611.201099
10.1371/journal.pcbi.1006211
10.1038/s41586-020-2923-3
ContentType Journal Article
Copyright 2021 The Authors
Copyright © 2021 The Authors. Published by Elsevier Ltd.. All rights reserved.
Attribution - NonCommercial - NoDerivatives
2021 The Authors 2021
Copyright_xml – notice: 2021 The Authors
– notice: Copyright © 2021 The Authors. Published by Elsevier Ltd.. All rights reserved.
– notice: Attribution - NonCommercial - NoDerivatives
– notice: 2021 The Authors 2021
DBID 6I.
AAFTH
CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
7X8
1XC
VOOES
5PM
DOA
DOI 10.1016/j.ijid.2021.01.067
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
CrossRef
MEDLINE - Academic
Hyper Article en Ligne (HAL)
Hyper Article en Ligne (HAL) (Open Access)
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
CrossRef
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic

MEDLINE



Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
Public Health
EISSN 1878-3511
EndPage 695
ExternalDocumentID oai_doaj_org_article_5ce3250a071e468085ad0afba8636f6f
oai_HAL_hal_03134842v2
10_1016_j_ijid_2021_01_067
33540130
S1201971221000795
Genre Journal Article
GroupedDBID ---
--K
.1-
.FO
.~1
0R~
0SF
1B1
1P~
1~.
1~5
29J
3O-
3V.
4.4
457
4G.
53G
5GY
5VS
6I.
7-5
71M
7X7
88E
8C1
8FI
8FJ
8FQ
8R4
8R5
AACTN
AAEDW
AAFTH
AAIKJ
AALRI
AAQFI
AAQXK
AARKO
AAXUO
ABBQC
ABFRF
ABMAC
ABUWG
ABVKL
ACGFO
ADBBV
ADEZE
ADMUD
AEFWE
AEKER
AENEX
AEVXI
AEXQZ
AFCTW
AFKRA
AFRHN
AFTJW
AGEKW
AGHFR
AGYEJ
AHMBA
AITUG
AJRQY
AJUYK
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
ASPBG
AVWKF
AZFZN
BAWUL
BCNDV
BENPR
BPHCQ
BR6
BVXVI
CCPQU
CS3
DIK
DU5
DWQXO
E3Z
EBS
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FEDTE
FGOYB
FNPLU
FYUFA
G-Q
GBLVA
GROUPED_DOAJ
GX1
HMCUK
HVGLF
HZ~
IHE
IXB
J1W
KQ8
M1P
M3C
M3G
M41
MO0
N9A
NCXOZ
O-L
O9-
OD-
OK1
OO.
OZT
P-8
P-9
P2P
PC.
PQQKQ
PROAC
PSQYO
Q2X
Q38
QTD
R2-
RIG
ROL
RPZ
RWL
RXW
SDF
SDG
SEL
SES
SEW
SSZ
TAE
UKHRP
UNMZH
Z5R
ADVLN
AKRWK
ALIPV
CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
7X8
1XC
VOOES
5PM
ID FETCH-LOGICAL-c621t-59bde39d199d39a1a7bcf1951e96ad5cea8338026c242cdd8736b383a711d2133
IEDL.DBID DOA
ISSN 1201-9712
IngestDate Thu Sep 05 15:43:36 EDT 2024
Tue Sep 17 21:24:05 EDT 2024
Wed Sep 11 06:37:30 EDT 2024
Sat Aug 17 05:34:37 EDT 2024
Fri Aug 23 00:22:24 EDT 2024
Tue Aug 27 13:45:54 EDT 2024
Fri Feb 23 02:45:04 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Mobility
SARS-Cov-2
Effective reproduction number
Transmission
Language English
License This is an open access article under the CC BY-NC-ND license.
Copyright © 2021 The Authors. Published by Elsevier Ltd.. All rights reserved.
Attribution - NonCommercial - NoDerivatives: http://creativecommons.org/licenses/by-nc-nd
Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c621t-59bde39d199d39a1a7bcf1951e96ad5cea8338026c242cdd8736b383a711d2133
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
PMCID: PMC7849485
ORCID 0000-0001-7975-4232
0000-0002-7972-361X
OpenAccessLink https://doaj.org/article/5ce3250a071e468085ad0afba8636f6f
PMID 33540130
PQID 2487152908
PQPubID 23479
PageCount 3
ParticipantIDs doaj_primary_oai_doaj_org_article_5ce3250a071e468085ad0afba8636f6f
pubmedcentral_primary_oai_pubmedcentral_nih_gov_7849485
hal_primary_oai_HAL_hal_03134842v2
proquest_miscellaneous_2487152908
crossref_primary_10_1016_j_ijid_2021_01_067
pubmed_primary_33540130
elsevier_sciencedirect_doi_10_1016_j_ijid_2021_01_067
PublicationCentury 2000
PublicationDate 2021-03-01
PublicationDateYYYYMMDD 2021-03-01
PublicationDate_xml – month: 03
  year: 2021
  text: 2021-03-01
  day: 01
PublicationDecade 2020
PublicationPlace Canada
PublicationPlace_xml – name: Canada
PublicationTitle International journal of infectious diseases
PublicationTitleAlternate Int J Infect Dis
PublicationYear 2021
Publisher Elsevier Ltd
Elsevier
The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases
Publisher_xml – name: Elsevier Ltd
– name: Elsevier
– name: The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases
References Cazelles, Champagne, Dureau (bib0010) 2018; 14
Chang, Pierson, Koh, Gerardin, Redbird, Grusky (bib0020) 2021; 589
Google (bib0025) 2020
Kraemer, Yang, Gutierrez, Wu, Klein, Pigott (bib0035) 2020; 368
Tizzoni, Bajardi, Decuyper, Kon Kam King, Schneider, Blondel (bib0050) 2014; 10
Gostic, McGough, Baskerville, Abbott, Joshi, Tedijanto (bib0030) 2020; 16
Park, Sun, Viboud, Grenfell, Dushoff (bib0045) 2020; 26
Lemaitre, Perez-Saez, Azman, Rinaldo, Fellay (bib0040) 2020; 150
Badr, Du, Marshall, Dong, Squire, Gardner (bib0005) 2020; 20
Cazelles, Nguyen Van Yen, Champagne, Comiskey (bib0015) 2021
Gostic (10.1016/j.ijid.2021.01.067_bib0030) 2020; 16
Kraemer (10.1016/j.ijid.2021.01.067_bib0035) 2020; 368
Tizzoni (10.1016/j.ijid.2021.01.067_bib0050) 2014; 10
Google (10.1016/j.ijid.2021.01.067_bib0025) 2020
Cazelles (10.1016/j.ijid.2021.01.067_bib0015) 2021
Lemaitre (10.1016/j.ijid.2021.01.067_bib0040) 2020; 150
Badr (10.1016/j.ijid.2021.01.067_bib0005) 2020; 20
Chang (10.1016/j.ijid.2021.01.067_bib0020) 2021; 589
Cazelles (10.1016/j.ijid.2021.01.067_bib0010) 2018; 14
Park (10.1016/j.ijid.2021.01.067_bib0045) 2020; 26
References_xml – volume: 16
  start-page: e1008409
  year: 2020
  ident: bib0030
  article-title: Practical considerations for measuring the effective reproductive number
  publication-title: PLoS Comput Biol
  contributor:
    fullname: Tedijanto
– volume: 150
  start-page: w20295
  year: 2020
  ident: bib0040
  article-title: Assessing the impact of non-pharmaceutical interventions on SARS-CoV-2 transmission in Switzerland
  publication-title: Swiss Med Wkly
  contributor:
    fullname: Fellay
– volume: 368
  start-page: 493
  year: 2020
  end-page: 497
  ident: bib0035
  article-title: The effect of human mobility and control measures on the COVID-19 epidemic in China
  publication-title: Science
  contributor:
    fullname: Pigott
– volume: 26
  start-page: 2697
  year: 2020
  end-page: 2700
  ident: bib0045
  article-title: Potential roles of social distancing in mitigating the spread of coronavirus disease 2019 (COVID-19) in South Korea
  publication-title: Emerg Infect Dis
  contributor:
    fullname: Dushoff
– volume: 10
  start-page: e1003716
  year: 2014
  ident: bib0050
  article-title: On the use of human mobility proxies for modeling epidemics
  publication-title: PLoS Comput Biol
  contributor:
    fullname: Blondel
– volume: 14
  start-page: e1006211
  year: 2018
  ident: bib0010
  article-title: Accounting for non-stationarity in epidemiology by embedding time-varying parameters in stochastic models
  publication-title: PLoS Comput Biol
  contributor:
    fullname: Dureau
– volume: 589
  start-page: 82
  year: 2021
  end-page: 87
  ident: bib0020
  article-title: Mobility network models of COVID-19 explain inequities and inform reopening
  publication-title: Nature
  contributor:
    fullname: Grusky
– volume: 20
  start-page: 1247
  year: 2020
  end-page: 1254
  ident: bib0005
  article-title: Association between mobility patterns and COVID-19 transmission in the USA: a mathematical modelling study
  publication-title: Lancet Infect Dis
  contributor:
    fullname: Gardner
– year: 2021
  ident: bib0015
  article-title: Dynamics of the COVID-19 epidemic in Ireland under mitigation 2021
  publication-title: BMC Infect Dis
  contributor:
    fullname: Comiskey
– year: 2020
  ident: bib0025
  article-title: Google COVID-19 Community Mobility Reports
  contributor:
    fullname: Google
– volume: 16
  start-page: e1008409
  year: 2020
  ident: 10.1016/j.ijid.2021.01.067_bib0030
  article-title: Practical considerations for measuring the effective reproductive number
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1008409
  contributor:
    fullname: Gostic
– year: 2020
  ident: 10.1016/j.ijid.2021.01.067_bib0025
  contributor:
    fullname: Google
– volume: 10
  start-page: e1003716
  year: 2014
  ident: 10.1016/j.ijid.2021.01.067_bib0050
  article-title: On the use of human mobility proxies for modeling epidemics
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1003716
  contributor:
    fullname: Tizzoni
– volume: 150
  start-page: w20295
  year: 2020
  ident: 10.1016/j.ijid.2021.01.067_bib0040
  article-title: Assessing the impact of non-pharmaceutical interventions on SARS-CoV-2 transmission in Switzerland
  publication-title: Swiss Med Wkly
  doi: 10.4414/smw.2020.20295
  contributor:
    fullname: Lemaitre
– volume: 368
  start-page: 493
  year: 2020
  ident: 10.1016/j.ijid.2021.01.067_bib0035
  article-title: The effect of human mobility and control measures on the COVID-19 epidemic in China
  publication-title: Science
  doi: 10.1126/science.abb4218
  contributor:
    fullname: Kraemer
– volume: 20
  start-page: 1247
  year: 2020
  ident: 10.1016/j.ijid.2021.01.067_bib0005
  article-title: Association between mobility patterns and COVID-19 transmission in the USA: a mathematical modelling study
  publication-title: Lancet Infect Dis
  doi: 10.1016/S1473-3099(20)30553-3
  contributor:
    fullname: Badr
– year: 2021
  ident: 10.1016/j.ijid.2021.01.067_bib0015
  article-title: Dynamics of the COVID-19 epidemic in Ireland under mitigation 2021
  publication-title: BMC Infect Dis
  doi: 10.1186/s12879-021-06433-9
  contributor:
    fullname: Cazelles
– volume: 26
  start-page: 2697
  year: 2020
  ident: 10.1016/j.ijid.2021.01.067_bib0045
  article-title: Potential roles of social distancing in mitigating the spread of coronavirus disease 2019 (COVID-19) in South Korea
  publication-title: Emerg Infect Dis
  doi: 10.3201/eid2611.201099
  contributor:
    fullname: Park
– volume: 14
  start-page: e1006211
  year: 2018
  ident: 10.1016/j.ijid.2021.01.067_bib0010
  article-title: Accounting for non-stationarity in epidemiology by embedding time-varying parameters in stochastic models
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1006211
  contributor:
    fullname: Cazelles
– volume: 589
  start-page: 82
  year: 2021
  ident: 10.1016/j.ijid.2021.01.067_bib0020
  article-title: Mobility network models of COVID-19 explain inequities and inform reopening
  publication-title: Nature
  doi: 10.1038/s41586-020-2923-3
  contributor:
    fullname: Chang
SSID ssj0004668
Score 2.3905518
Snippet •A strong relationship was found between transmission of severe acute respiratory syndrome coronavirus-2 and mobility during the period between the first two...
Recent literature strongly supports the hypothesis that mobility restriction and social distancing play a crucial role in limiting the transmission of severe...
SourceID doaj
pubmedcentral
hal
proquest
crossref
pubmed
elsevier
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Publisher
StartPage 693
SubjectTerms Basic Reproduction Number
COVID-19
COVID-19 - prevention & control
COVID-19 - transmission
Effective reproduction number
Emerging diseases
Human health and pathology
Humans
Infectious diseases
Life Sciences
Mobility
Public Health
Quarantine
Recreation
Santé publique et épidémiologie
SARS-CoV-2
Short Communication
Transmission
Travel
SummonAdditionalLinks – databaseName: Open Access: Elsevier Open Archive Journals
  dbid: ABVKL
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwELe2TkJICMH4Cl8yiDdktXGcOH7sKqYKNoQom_ZmXeKEZUAydR0Sj_zn3NnJWEDiAakvcZM46V19vzvf_Y6xV1LHKeh6JnShQKgqyQRADMJpZwDQIjgfyj58ny2P1NuT9GSLLYZaGEqr7Nf-sKb71bofmfa_5vS8aaarGG2X0bGUFKLWJt1mO1JnMzlhO_O943cH18ojQ0Ucni_ogr52JqR5NWcNEYbK2LN3-nbzv-2Tp_EfmantU8qX_BuM_plTec1I7d9ht3t0yefhBe6yrardZTcO-_3zXXYrROl4KD66x35-gDU1U_nKNz43ljctR0SIR2jBUAMolMa7mq_mH1di0R0LyaF1fO3zTinA00NOPxoYs8O1hOr5t85n3v7goRaSt10r0HZ-cej5c2JY7tzFfXa0_-bTYin6pgyizGS8EakpXJUYFxvjEoNi1UVZx4jTKpOBS8sKcvR60bMr0fiXzuU6yQp0g0HHsZPoET9gE5yuekTl4lKViL9oM1jVdVKkKYACB9SevTAqYq8HUdjzwL1hh6S0M0uCsyQ4O8NPpiO2R9K6OpN4s_1At_5se8Wx-HwJgj5AYFUp6jqSgptBXUCeJVmd1RFLB1nbkRrirZp_Tv4SFWM093J-YGmMyDFVruR3GbEXg95YFCHtzEBbdZcXVqLbiEDKzPKIPQx6dHWvhCJziDQipkcaNpps_E3bnHqicJ178p_H__lST9hNOgoZd0_ZZLO-rJ4hBNsUz_u_2C9sQS81
  priority: 102
  providerName: Elsevier
Title Parallel trends in the transmission of SARS-CoV-2 and retail/recreation and public transport mobility during non-lockdown periods
URI https://dx.doi.org/10.1016/j.ijid.2021.01.067
https://www.ncbi.nlm.nih.gov/pubmed/33540130
https://search.proquest.com/docview/2487152908
https://hal.sorbonne-universite.fr/hal-03134842
https://pubmed.ncbi.nlm.nih.gov/PMC7849485
https://doaj.org/article/5ce3250a071e468085ad0afba8636f6f
Volume 104
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3fb9MwELbYkBASQjB-hR-VQbwhQ-04cfLYTkyFbQgYm_pmXeJEy9gS1HVIvCDxn3NnJ2UFCV6Qqkh12ljJXft9Z999x9hzZWQCph4LU2gQuopTASBBOONyAEQE55ey99-ls0P9dp7ML7X6opywIA8cHtyrpKxihGlAKKw09YlIwI2hLiBL47ROa__vK5MhmFpVRIYiOIQ3kRup-nKZkNnVnDSkEaqkF-z0HeZ_QZJX7l9Dpo1jSpH8k3_-nkZ5CZd2brGbPaHkk3Ajt9mVqt1i1_b7LfMtdiMszPFQb3SH_XgPC-qfcsqXPh2WNy1HEojvELTQ6LR6xruaH0w-Hojt7kgoDq3jC59qSms6Pcv0o0EkO3yXiDw_63yy7Tceyh9527UC4fKzw2Cfk6hy587vssOd15-2Z6LvwyDKVMmlSPLCVXHuZJ67OEdLmqKsJVKzKk_BoYEgw0AXg7kS8b50LjNxWmDkC0ZKpzAIvsc2cbrqAVWIK10i5aL9X13XcZEkABocUEf2ItcRezGYwn4Jcht2yEM7sWQ4S4azY3ylJmJTstbqkySV7QfQgWzvQPZfDhSxZLC17VlHYBN4qeavkz9Dx1ibezbZszRGepg60-qritjTwW8smpA2Y6CtuotzqzBSRO6Uj7OI3Q9-tLpWTItxSC4iZtY8bG2y9TNtc-y1wU3m9X4e_o8n84hdp_sNGXeP2eZycVE9QQq2LEZs4-V3OWJXJ9Oj3b2R_-3h8c18isfdD9lP85YyKg
link.rule.ids 230,315,786,790,870,891,2115,3525,4521,27602,27957,27958,45620,45698,45909
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwELe2IQESQjC-wqdBvCHT2vlw_FgqpgLthNiG9mZd4oRlQDJ1HRIvSPzn3NnpWEDiAakvddw47V19vzvf_Y6x50rLFHQ9FrpIQCRVnAkACcJpZwDQIjgfyl7sZrOD5O1herjBputaGEqr7Pf-sKf73bofGfW_5uikaUZ7Em2X0VIpClFrk26ySwTnqX_Dyx_yQnFkqIfD2YKm95UzIcmrOW6ILlRJz93pm83_tk6exH9gpDaPKFvybyj6Z0blBRO1c4Nd77Eln4THv8k2qnabXV70p-fb7FqI0fFQenSL_XwPS2ql8oWvfGYsb1qOeBDfof1C-VMgjXc135t82BPT7qNQHFrHlz7rlMI7PeD0o4EvO3yWMD3_2vm82-88VELytmsFWs7PDv1-TvzKnTu9zQ52Xu9PZ6JvySDKTMmVSE3hqtg4aYyLDQpVF2UtEaVVJgOXlhXk6POiX1ei6S-dy3WcFegEg5bSKfSH77AtXK66R8XiKilRXnQUnNR1XKQpQAIOqDl7YZKIvViLwp4E5g27Tkk7tiQ4S4KzY3xlOmKvSFrnM4k12w90y0-2VxuLzxcj5AOEVVVCPUdScGOoC8izOKuzOmLpWtZ2oIR4q-afiz9DxRisPZvMLY0RNWaSJ-qbitjTtd5YFCGdy0BbdWenVqHTiDDKjPOI3Q16dH6vmOJyiDMipgcaNlhseKVtjjxNuM499c_9__xST9iV2f5ibudvdt89YFfpSsi9e8i2Vsuz6hGCsVXx2P_ZfgEVUjD1
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Parallel+trends+in+the+transmission+of+SARS-CoV-2+and+retail%2Frecreation+and+public+transport+mobility+during+non-lockdown+periods&rft.jtitle=International+journal+of+infectious+diseases&rft.au=Cazelles%2C+Bernard&rft.au=Comiskey%2C+Catherine&rft.au=Nguyen-Van-Yen%2C+Benjamin&rft.au=Champagne%2C+Clara&rft.date=2021-03-01&rft.eissn=1878-3511&rft.volume=104&rft.spage=693&rft.epage=695&rft_id=info:doi/10.1016%2Fj.ijid.2021.01.067&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1201-9712&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1201-9712&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1201-9712&client=summon