Deliverables
As said in title.
Set up of SORMAS-Corona websiteDescription equals title.
Creation of a user profile at a social networking serviceDescription equals title.
Description equals title
Production of assay components in large quantities to meet requirements for screening of >10,000 samplesDescription equals title
Concluding report on evaluation of COVID-19 specific data generated through SORMAS in Nepal, Côte d'Ivoire, Ghana and NigeriaDescription equals title
Final technical validation of the multiplex serological immunoassay dueDescription equals title.
Report on model analysis of effectiveness of contact tracing for reducing case numbersDescription equals title
Screening of German national cohort samples dueDescription equals title
Identification of an appropriate antigen set to fit the assay goals describedDescription equals title.
Pre-Final technical validation of the multiplex serological immunoassay dueDescription equals title.
Initial rapid assessment of containment measuresDescription equals title.
SORMAS fully implemented at the points of entry in Côte d'Ivoire and NepalDescription equals title
Development of the multiplex serological immunoassay finalizedDescription equals title.
Data evaluation and explorative analyses for all addressed parametersData evaluation and explorative analyses for all addressed parameters including sero-prevalence and pre-existing immunity in the German population and co-determinants of susceptibility to (2019-n)CoV infection
In-depth analysis of containment measures and deployment of SORMASDescription equals title
Report on feasibility of online RDD in two countriesReport on feasibility of online RDD in two countries including if deemed feasible a roadmap for immediate implementation of online RDD combined with SORMAS RIVM
Ethical approval received for countries under reviewDescription equals title.
Description equals title.
An optimized point of entry module in SORMAS which is in use in Ghana and NigeriaDescription equals title.
A SORMAS version which is adjusted to the setting in Côte d´IvoireDescription equals title
Publications
Author(s):
Philipp Dönges
Joel Wagner
Sebastian Contreras
Emil N. Iftekhar
Simon Bauer
Sebastian B. Mohr
Jonas Dehning
André Calero Valdez
Mirjam Kretzschmar
Michael Mäs
Kai Nagel
Viola Priesemann
Published in:
Social Physics, 2022
Publisher:
Frontiers in Physics
DOI:
10.3389/fphy.2022.842180
Author(s):
Alex Dulovic, Monika Strengert, Gema Morillas Ramos, Matthias Becker, Johanna Griesbaum, Daniel Junker, Karsten Lürken, Andrea Beigel, Eike Wrenger, Gerhard Lonnemann, Anne Cossmann, Metodi V Stankov, Alexandra Dopfer-Jablonka, Philipp D Kaiser, Bjoern Traenkle, Ulrich Rothbauer, Gérard Krause, Nicole Schneiderhan-Marra, Georg M N Behrens
Published in:
Emerging Infectious Diseases Journal, Issue Volume 28, 2022, Page(s) 1080-6059
Publisher:
CDC
DOI:
10.3201/eid2804.211907
Author(s):
Torben Heinsohn; Berit Lange; Patrizio Vanella; Isti Rodiah; Stephan Glöckner; Alexander Joachim; Dennis Becker; Tobias Brändle; Stefan Dhein; Stefan Ehehalt; Mira Fries; Annette Galante-Gottschalk; Stefanie Jehnichen; Sarah Kolkmann; Annelene Kossow; Martin Hellmich; Jörg Dötsch; Gérard Krause
Published in:
PLoS Medicine, Issue 19(12), 2022, Page(s) e1003913
Publisher:
PLOS
DOI:
10.1371/journal.pmed.1003913
Author(s):
Arnab Bandyopadhyay, Marta Schips, Tanmay Mitra, Sahamoddin Khailaie,
Sebastian C. Binder, Michael Meyer-Hermann
Published in:
Communications medicine, Issue 2, 2022, Page(s) 75
Publisher:
Nature
DOI:
10.1038/s43856-022-00139-y
Author(s):
Simon Woelfel, Joel Dütschler, Marius König, Alex Dulovic, Nicole Graf, Daniel Junker, Vasileios Oikonomou, Claudia Krieger, Samuel Truniger, Annett Franke, Annika Eckhold, Kristina Forsch, Seraina Koller, Jacqueline Wyss, Niklas Krupka, Melanie Oberholzer, Nicola Frei, Nora Geissler, Peter Schaub; STAR SIGN Study Investigators; Werner C Albrich, Matthias Friedrich, Nicole Schneiderhan-Marra, Be
Published in:
Alimentary Pharmacology and Therapeutics, Issue 2023;00, 2023, Page(s) 1-14
Publisher:
John Wiley & Sons Ltd
DOI:
10.1111/apt.17661
Author(s):
Martin J. Kühn, Daniel Abele, Sebastian Binder, Kathrin Rack, Margrit Klitz, Jan Kleinert, Jonas Gilg, Luca Spataro, Wadim Koslow, Martin Siggel, Michael Meyer‑Hermann, Achim Basermann
Published in:
BMC Infectious Diseases, Issue 22, 2022, Page(s) 333
Publisher:
Springer Nature
DOI:
10.1186/s12879-022-07302-9
Author(s):
Daniel Junker, Alex Dulovic, Matthias Becker, Teresa R. Wagner, Philipp D. Kaiser, Bjoern Traenkle, Katharina Kienzle, Stefanie Bunk, Carlotta Struemper, Helene Haeberle , Kristina Schmauder, Natalia Ruetalo, Nisar Malek, Karina Althaus, Michael Koeppen, Ulrich Rothbauer, Juliane S. Walz, Michael Schindler, Michael Bitzer, Siri Göpel, Nicole Schneiderhan-Marra
Published in:
Scientific Reports, Issue 12, 2022, Page(s) 7168
Publisher:
Springer Nature
DOI:
10.1038/s41598-022-10987-2
Author(s):
Sudip Jung Karki
Alexandar Joachim
Torben Heinsohn
Berit Lange
Published in:
BMJ Open, Issue Volume 11, Issue, 2021
Publisher:
BMJ Journals
DOI:
10.1136/bmjopen-2021-052690
Author(s):
Tanja Barth‑Jaeggi, Clarisse A. Houngbedji, Marta S. Palmeirim, Daouda Coulibaly,
Aboubakar Krouman, Cordula Ressing and Kaspar Wyss
Published in:
BMC Public Health, Issue 2023 23:2189, 2023, Page(s) 23:2189
Publisher:
Springer nature
DOI:
10.1186/s12889-023-17026-3
Author(s):
Manuela Harries, Veronika K. Jaeger, Isti Rodiah, Max J. Hassenstein, Julia Ortmann, Maren Dreier, Isabell von Holt, Melanie Brinkmann, Alex Dulovic, Daniela Gornyk, Olga Hovardovska, Christina Kuczewski, Marc-André Kurosinski, Maike Schlotz, Nicole Schneiderhan-Marra, Monika Strengert, Gérard Krause, Martina Sester, Florian Klein, Astrid Petersmann, Berit Lange
Published in:
International Journal of Infectious Diseases, Issue Volume 139, 2024, Page(s) Pages 50-58
Publisher:
ELSEVIER
DOI:
10.1016/j.ijid.2023.11.014
Author(s):
Simon Fink, Felix Ruoff, Aaron Stahl, Matthias Becker, Philipp Kaiser, Bjoern Traenkle, Daniel Junker, Frank Weise, Natalia Ruetalo, Sebastian Hörber, Andreas Peter, Annika Nelde, Juliane Walz, Gérard Krause, Armin Baillot, Katja Schenke-Layland, Thomas O. Joos, Ulrich Rothbauer, Nicole Schneiderhan-Marra, Michael Schindler, and Markus F. Templin
Published in:
ACS infectious Diseases, Issue Volume 7, 2021, Page(s) 1596–1606
Publisher:
American Chemical Society
DOI:
10.1021/acsinfecdis.0c00725
Author(s):
Alex Dulovic, Barbora Kessel, Manuela Harries, Matthias Becker, Julia Ortmann, Johanna Griesbaum, Jennifer Jüngling, Daniel Junker, Pilar Hernandez, Daniela Gornyk, Stephan Glöckner, Vanessa Melhorn, Stefanie Castell, Jana-Kristin Heise, Yvonne Kemmling, Torsten Tonn, Kerstin Frank, Thomas Illig, Norman Klopp, Neha Warikoo, Angelika Rath, Christina Suckel, Anne Ulrike Marzian, Nicole Grupe, Phil
Published in:
Frontiers Immunology, Issue 16, 2022, Page(s) 1644-3224
Publisher:
frontiers
DOI:
10.3389/fimmu.2022.828053
Author(s):
Claudia Tandler, Jonas S. Heitmann, Tanja M. Michel, Maddalena Marconato, Simon U. Jaeger, Christian M. Tegeler, Monika Denk, Marion Richter, Melek Tutku Oezbek, Yacine Maringer , Sarah M. Schroeder, Nicole Schneiderhan-Marra, Karl-Heinz Wiesmüller , Michael Bitzer, Natalia Ruetalo, Michael Schindler, Christoph Meisner, Imma Fischer, Hans-Georg Rammensee, Helmut R. Salih, Juliane S. Walz
Published in:
International Journal of Infectious Diseases, Issue Volume 139, 2024, Page(s) Pages 69-77
Publisher:
ELSEVIER
DOI:
10.1016/j.ijid.2023.11.009
Author(s):
Mirjam E.Kretzschmar
BenAshby
ElizabethFearon
Christopher E.Overtone
JasminaPanovska-Griffiths
LorenzoPellise
MatthewQuaife
GannaRozhnova
FrancescaScarabele
Helena B.Stage
BenSwallow
Robin N.Thompson
Michael J.Tildesley
DanielVillela
Published in:
Epidemics, Issue Volume 38, 2022, Page(s) 100546
Publisher:
Science Direct
DOI:
10.1016/j.epidem.2022.100546
Author(s):
Isti Rodiah · Patrizio Vanella · Alexander Kuhlmann · Veronika K. Jaeger · Manuela Harries · Gerard Krause · Andre Karch · Wolfgang Bock · Berit Lange
Published in:
European Journal of Epidemiology, Issue 2023-38, 2023, Page(s) 39–58
Publisher:
Springer
DOI:
10.1007/s10654-022-00938-6
Author(s):
Patrizio Vanella, Christian Wiessner, Anja Holz, Gérard Krause, Annika Möhl, Sarah Wiegel, Berit Lange, Heiko Becher
Published in:
Vienna Yearbook of Population Research 2022, Issue Vol.20, 2022, Page(s) 1-27, ISBN 978-3-7001-8882-7
Publisher:
Vienna Institute of Demography
DOI:
10.1553/populationyearbook2022.res1.4
Author(s):
Florian Dorn
Sahamoddin Khailaie
Marc Stoeckli
Sebastian C. Binder
Tanmay Mitra
Berit Lange
Stefan Lautenbacher
Andreas Peichl
Patrizio Vanella
Timo Wollmershäuser
Clemens Fuest
Michael Meyer‑Hermann
Published in:
The European Journal of Health Economics, 2022
Publisher:
Springer Link
DOI:
10.1007/s10198-022-01452-y
Author(s):
Barbora Kessel, Torben Heinsohn, Jördis J. Ott, Jutta Wolff, Max
J. Hassenstein, Berit Lange
Published in:
PLOS Glob Public Health, Issue 3(5), 2023, Page(s) e0001018
Publisher:
PLOS
DOI:
10.1371/journal.pgph.0001018
Author(s):
Berit Lange
Published in:
Public Health Forum 2021, Issue 29(1), 2021, Page(s) 57–60
Publisher:
De Gruyter
DOI:
10.1515/pubhef-2020-0122
Author(s):
Ludwig Knabl, Tanmay Mitra, Janine Kimpel, Annika Rössler, André Volland, Andreas Walser, Hanno Ulmer, Lisa Pipperger, Sebastian C. Binder, Lydia Riepler, Katie Bates, Arnab Bandyopadhyay, Marta Schips, Mrinalini Ranjan, Barbara Falkensammer, Wegene Borena, Michael Meyer-Hermann, Dorothee von Laer
Published in:
Communications Medicine, Issue 1, 2021, Page(s) 4 (2021)
Publisher:
Nature
DOI:
10.1038/s43856-021-00007-1
Author(s):
Y. B. Helms, M. L. Stein, N. Hamdiui, A. van der Meer, R. Baron, R. Eilers, R. Crutzen, M. E. E. Kretzschmar and A. Timen
Published in:
BMC Health Services Research, Issue 22, 2022, Page(s) 1378
Publisher:
Springer Nature
DOI:
10.1186/s12913-022-08764-y
Author(s):
Wadim Koslow,Martin J. Kühn,Sebastian Binder,Margrit Klitz,Daniel Abele,Achim Basermann ,Michael Meyer-Hermann
Published in:
PLOS Computational Biology, Issue 18(5): e1010054, 2022, Page(s) 1 / 26
Publisher:
PLOS
DOI:
10.1371/journal.pcbi.1010054
Author(s):
Augustine Okolie, Johannes Müller and Mirjam Kretzschmar
Published in:
Journal of the royal society interface, Issue 20, 2023, Page(s) 20230409
Publisher:
The Royal Society
DOI:
10.1098/rsif.2023.0409
Author(s):
Paul R.Wratil
Niklas A.Schmacke
BurakKarakoc
AlexDulovic
DanielJunker
MatthiasBecker
UlrichRothbauer
AndreasOsterman
Patricia M.Spaeth
AdrianRuhle
MadeleineGapp
StephanieSchneider
MaximilianMuenchhoff
Johannes C.Hellmuth
ClemensScherer
JuliaMayerle
MartinReincke
JuergenBehr
StefanKääb
BernhardZwissler
Michaelvon Bergwelt-Baildon
JosefEberle
LarsKaderali
NicoleSchneiderhan-Marra
VeitHornung
Olive
Published in:
Cell Reports, Issue Volume 37, Issue 13, 2021, Page(s) 110169
Publisher:
Science Direct
DOI:
10.1016/j.celrep.2021.110169
Author(s):
Teresa R Wagner
Daniel Schnepf
Julius Beer
Natalia Ruetalo
Karin Klingel
Philipp D Kaiser
Daniel Junker
Martina Sauter
Bjoern Traenkle
Desiree I Frecot
Matthias Becker
Nicole Schneiderhan-Marra
Annette Ohnemus
Martin Schwemmle
Michael Schindler
Ulrich Rothbauer
Published in:
EMBO Reports, Issue Volume 23, 2021, Page(s) e53865
Publisher:
EMBO Reports
DOI:
10.15252/embr.202153865
Author(s):
Alexandra Teslya, Ganna Rozhnova, Thi Mui Pham, Daphne A. van Wees, Hendrik Nunner,
Noortje G. Godijk , Martin Bootsma, Mirjam E. Kretzschmar
Published in:
Communications Medicine, Issue (2022) 2, 2022, Page(s) 146
Publisher:
Nature
DOI:
10.1038/s43856-022-00207-3
Author(s):
Daniel Junker, Matthias Becker, Teresa R. Wagner, Philipp D. Kaiser, Sandra Maier, Tanja M. Grimm, Johanna Griesbaum, Patrick Marsall, Jens Gruber, Bjoern Traenkle, Constanze Heinzel, Yudi T. Pinilla, Jana Held, View ORCID ProfileRolf Fendel, Andrea Kreidenweiss, Annika Nelde, Yacine Maringer, Sarah Schroeder, Juliane S. Walz, Karina Althaus, Gunalp Uzun,
Published in:
Clinical Infectious Diseases, Issue 76, 3, 2022, Page(s) e240-249
Publisher:
Oxford Academic
DOI:
10.1093/cid/ciac498
Author(s):
Patrizio Vanella, Ugofilippo Basellini, Berit Lange
Published in:
Journal of Population Sciences, Issue 16 (2021), 2021
Publisher:
Springer Open
DOI:
10.1186/s41118-021-00123-9
Author(s):
Viola Priesemann; Melanie M. Brinkmann; Sandra Ciesek; Sarah Cuschieri; Thomas Czypionka; Giulia Giordano; Deepti Gurdasani; Claudia Hanson; Niel Hens; Emil Iftekhar; Michelle Kelly-Irving; Peter Klimek; Mirjam Kretzschmar; Andreas Peichl; Matjaž Perc; Francesco Sannino; Eva S. Schernhammer; Alexander Schmidt; Anthony Staines; Ewa Szczurek
Published in:
The Lancet, Issue Volume 397, Issue 10269, 2021, Page(s) 92-93
Publisher:
Science Direct
DOI:
10.1016/s0140-6736(20)32625-8
Author(s):
Calero Valdez A, Iftekhar E, Oliu-Barton M, Böhm R, Cuschieri S, Czypionka T, Dumpis U, Giordano G, Hanson C, Hel Z, Helova A, … Kretzschmar M, …. et al
Published in:
the BMJ, 2022, Page(s) 376:o90
Publisher:
BMJ
DOI:
10.1136/bmj.o90
Author(s):
Daniela Gornyk, Manuela Harries, Stephan Glöckner, Monika Strengert, Tobias Kerrinnes, Jana-Kristin Heise, Henrike Maaß, Julia Ortmann, Barbora Kessel, Yvonne Kemmling, Berit Lange, Gérard Krause and and the MuSPAD Team
Published in:
Deutsches Ärzteblatt, Issue 118(48), 2021, Page(s) 824-831
Publisher:
Deutsches Ärzteblatt International
DOI:
10.3238/arztebl.m2021.0364
Author(s):
Matthias Becker, Anne Cossmann, Karsten Lürken, Daniel Junker, Jens Gruber, Jennifer Juengling, Gema Morillas Ramos, Andrea Beigel, Eike Wrenger, Gerhard Lonnemann, Metodi V Stankov, Alexandra Dopfer-Jablonka, Philipp D Kaiser, Bjoern Traenkle, Ulrich Rothbauer, Gérard Krause, Nicole Schneiderhan-Marra, Monika Strengert, Alex Dulovic, Georg M N Behrens
Published in:
frontiers in Immunology, Issue 13,2022, 2022, Page(s) n.a
Publisher:
frontiers
DOI:
10.3389/fimmu.2022.1004045
Author(s):
Nathalie Verónica Fernández Villalobos, Jördis Jennifer Ott, Carolina Judith Klett-Tammen, Annabelle Bockey, Patrizio Vanella, Gérard Krause, Berit Lange
Published in:
Systematic Reviews, Issue 10/1, 2021, ISSN 2046-4053
Publisher:
BioMed Central
DOI:
10.1186/s13643-021-01732-3
Author(s):
Monika Strengert, Matthias Becker, Gema Morillas Ramos, Alex Dulovic, Jens Gruber, Jennifer Juengling, Karsten Lürken, Andrea Beigel, Eike Wrenger, Gerhard Lonnemann, Anne Cossmann, Metodi V. Stankov, Alexandra Dopfer-Jablonka, Philipp D. Kaiser, Bjoern Traenkle, Ulrich Rothbauer, Gérard Krause, Nicole Schneiderhan-Marra, Georg M.N. Behrens
Published in:
EBioMedicine, Issue 70, 2021, Page(s) 103524, ISSN 2352-3964
Publisher:
Elsevier BV
DOI:
10.1016/j.ebiom.2021.103524
Author(s):
Teresa R Wagner, Elena Ostertag, Philipp D Kaiser, Marius Gramlich, Natalia Ruetalo, Daniel Junker, Julia Haering, Bjoern Traenkle, Matthias Becker, Alex Dulovic, Helen Schweizer, Stefan Nueske, Armin Scholz, Anne Zeck, Katja Schenke‐Layland, Annika Nelde, Monika Strengert, Juliane S Walz, Georg Zocher, Thilo Stehle, Michael Schindler, Nicole Schneiderhan‐Marra, Ulrich Rothbauer
Published in:
EMBO reports, Issue 22/5, 2021, ISSN 1469-221X
Publisher:
Nature Publishing Group
DOI:
10.15252/embr.202052325
Author(s):
Annika Nelde, Tatjana Bilich, Jonas S. Heitmann, Yacine Maringer, Helmut R. Salih, Malte Roerden, Maren Lübke, Jens Bauer, Jonas Rieth, Marcel Wacker, Andreas Peter, Sebastian Hörber, Bjoern Traenkle, Philipp D. Kaiser, Ulrich Rothbauer, Matthias Becker, Daniel Junker, Gérard Krause, Monika Strengert, Nicole Schneiderhan-Marra, Markus F. Templin, Thomas O. Joos, Daniel J. Kowalewski, Vlatka Sto
Published in:
Nature Immunology, 2020, ISSN 1529-2908
Publisher:
Nature Publishing Group
DOI:
10.1038/s41590-020-00808-x
Author(s):
Johannes Müller, Mirjam Kretzschmar
Published in:
Infectious Disease Modelling, Issue 6, 2021, Page(s) 222-231, ISSN 2468-0427
Publisher:
Keai/Elsevier
DOI:
10.1016/j.idm.2020.12.005
Author(s):
Lara Marleen Fricke, Stephan Glöckner, Maren Dreier, Berit Lange
Published in:
Journal of Infection, Issue 82/1, 2021, Page(s) 1-35, ISSN 0163-4453
Publisher:
W. B. Saunders Co., Ltd.
DOI:
10.1016/j.jinf.2020.11.039
Author(s):
Martin J. Kühn, Daniel Abele, Tanmay Mitra, Wadim Koslow, Majid Abedi, Kathrin Rack, Martin Siggel, Sahamoddin Khailaie, Margrit Klitz, Sebastian Binder, Luca Spataro, Jonas Gilg, Jan Kleinert, Matthias Häberle, Lena Plötzke, Christoph D. Spinner, Melanie Stecher, Xiao Xiang Zhu, Achim Basermann, Michael Meyer-Hermann
Published in:
Mathematical Biosciences, Issue 339, 2021, Page(s) 108648, ISSN 0025-5564
Publisher:
Elsevier BV
DOI:
10.1016/j.mbs.2021.108648
Author(s):
Ganna Rozhnova, Christiaan H. van Dorp, Patricia Bruijning-Verhagen, Martin C. J. Bootsma, Janneke H. H. M. van de Wijgert, Marc J. M. Bonten, Mirjam E. Kretzschmar
Published in:
Nature Communications, Issue 12/1, 2021, ISSN 2041-1723
Publisher:
Nature Publishing Group
DOI:
10.1038/s41467-021-21899-6
Author(s):
Matthias Becker, Monika Strengert, Daniel Junker, Philipp D. Kaiser, Tobias Kerrinnes, Bjoern Traenkle, Heiko Dinter, Julia Häring, Stéphane Ghozzi, Anne Zeck, Frank Weise, Andreas Peter, Sebastian Hörber, Simon Fink, Felix Ruoff, Alex Dulovic, Tamam Bakchoul, Armin Baillot, Stefan Lohse, Markus Cornberg, Thomas Illig, Jens Gottlieb, Sigrun Smola, André Karch, Klaus Berger, Hans-Georg Rammense
Published in:
Nature Communications, Issue 12/1, 2021, ISSN 2041-1723
Publisher:
Nature Publishing Group
DOI:
10.1038/s41467-021-20973-3
Author(s):
Matthias Becker, Alex Dulovic, Daniel Junker, Natalia Ruetalo, Philipp D. Kaiser, Yudi T. Pinilla, Constanze Heinzel, Julia Haering, Bjoern Traenkle, Teresa R. Wagner, Mirjam Layer, Martin Mehrlaender, Valbona Mirakaj, Jana Held, Hannes Planatscher, Katja Schenke-Layland, Gérard Krause, Monika Strengert, Tamam Bakchoul, Karina Althaus, Rolf Fendel, Andrea Kreidenweiss, Michael Koeppen, Ulrich Rot
Published in:
Nature Communications, Issue 12/1, 2021, ISSN 2041-1723
Publisher:
Nature Publishing Group
DOI:
10.1038/s41467-021-23473-6
Author(s):
Sahamoddin Khailaie, Tanmay Mitra, Arnab Bandyopadhyay, Marta Schips, Pietro Mascheroni, Patrizio Vanella, Berit Lange, Sebastian C. Binder, Michael Meyer-Hermann
Published in:
BMC Medicine, Issue 19/1, 2021, ISSN 1741-7015
Publisher:
BioMed Central
DOI:
10.1186/s12916-020-01884-4
Author(s):
Emil Nafis Iftekhar, Viola Priesemann, Rudi Balling, Simon Bauer, Philippe Beutels, André Calero Valdez, Sarah Cuschieri, Thomas Czypionka, Uga Dumpis, Enrico Glaab, Eva Grill, Claudia Hanson, Pirta Hotulainen, Peter Klimek, Mirjam Kretzschmar, Tyll Krüger, Jenny Krutzinna, Nicola Low, Helena Machado, Carlos Martins, Martin McKee, Sebastian Bernd Mohr, Armin Nassehi, Matjaž Perc, Elena Petelos,
Published in:
The Lancet Regional Health - Europe, Issue 8, 2021, Page(s) 100185, ISSN 2666-7762
Publisher:
The Lancet Regional Health - Europe
DOI:
10.1016/j.lanepe.2021.100185
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