Interplay of Digital Proximity App Use and SARS-CoV-2 Vaccine Uptake in Switzerland: Analysis of Two Population-Based Cohort Studies

• Paola Daniore,
• Paola Daniore,
• André Moser,
• Marc Höglinger,
• Nicole Probst Hensch,
• Nicole Probst Hensch,
• Medea Imboden,
• Medea Imboden,
• Thomas Vermes,
• Thomas Vermes,
• Dirk Keidel,
• Dirk Keidel,
• Murielle Bochud,
• Natalia Ortega Herrero,
• Natalia Ortega Herrero,
• Stéphanie Baggio,
• Stéphanie Baggio,
• Patricia Chocano-Bedoya,
• Patricia Chocano-Bedoya,
• Nicolas Rodondi,
• Nicolas Rodondi,
• Stefano Tancredi,
• Cornelia Wagner,
• Stéphane Cullati,
• Stéphane Cullati,
• Silvia Stringhini,
• Silvia Stringhini,
• Semira Gonseth Nusslé,
• Caroline Veys-Takeuchi,
• Claire Zuppinger,
• Erika Harju,
• Erika Harju,
• Erika Harju,
• Gisela Michel,
• Irène Frank,
• Christian R. Kahlert,
• Christian R. Kahlert,
• Emiliano Albanese,
• Luca Crivelli,
• Luca Crivelli,
• Sara Levati,
• Rebecca Amati,
• Marco Kaufmann,
• Marco Geigges,
• Tala Ballouz,
• Anja Frei,
• Jan Fehr,
• Jan Fehr,
• Viktor von Wyl,
• Viktor von Wyl,
• Viktor von Wyl

Affiliations

Paola Daniore

Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland

Paola Daniore

Digital Society Initiative, University of Zurich, Zurich, Switzerland

André Moser

Clinical Trials Unit Bern, University of Bern, Bern, Switzerland

Marc Höglinger

Winterthur Institute of Health Economics, Zurich University of Applied Sciences, Winterthur, Switzerland

Nicole Probst Hensch

Swiss Tropical and Public Health Institute, Allschwil, Switzerland

Nicole Probst Hensch

University of Basel, Basel, Switzerland

Medea Imboden

Swiss Tropical and Public Health Institute, Allschwil, Switzerland

Medea Imboden

University of Basel, Basel, Switzerland

Thomas Vermes

Swiss Tropical and Public Health Institute, Allschwil, Switzerland

Thomas Vermes

University of Basel, Basel, Switzerland

Dirk Keidel

Swiss Tropical and Public Health Institute, Allschwil, Switzerland

Dirk Keidel

University of Basel, Basel, Switzerland

Murielle Bochud

Unisanté, University Center for Primary Care and Public Health, Lausanne, Switzerland

Natalia Ortega Herrero

Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland

Natalia Ortega Herrero

Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland

Stéphanie Baggio

Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland

Stéphanie Baggio

Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland

Patricia Chocano-Bedoya

Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland

Patricia Chocano-Bedoya

Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland

Nicolas Rodondi

Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland

Nicolas Rodondi

0Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland

Stefano Tancredi

Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland

Cornelia Wagner

Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland

Stéphane Cullati

Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland

Stéphane Cullati

1Department of Readaptation and Geriatrics, University of Geneva, Geneva, Switzerland

Silvia Stringhini

2Department of Health and Community Medicine, Faculty of Medicine, University of Geneva, Geneva, Switzerland

Silvia Stringhini

3Unit of Population Epidemiology, Division of Primary Care Medicine, Geneva University Hospitals, Geneva, Switzerland

Semira Gonseth Nusslé

Unisanté, University Center for Primary Care and Public Health, Lausanne, Switzerland

Caroline Veys-Takeuchi

Unisanté, University Center for Primary Care and Public Health, Lausanne, Switzerland

Claire Zuppinger

Unisanté, University Center for Primary Care and Public Health, Lausanne, Switzerland

Erika Harju

4Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland

Erika Harju

5Clinical Trial Unit, Lucerne Cantonal Hospital, Lucerne, Switzerland

Erika Harju

6School of Health Sciences, ZHAW Zurich University of Applied Sciences, Winterthur, Switzerland

Gisela Michel

4Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland

Irène Frank

5Clinical Trial Unit, Lucerne Cantonal Hospital, Lucerne, Switzerland

Christian R. Kahlert

7Department of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St. Gallen, St. Gallen, Switzerland

Christian R. Kahlert

8Infectious Diseases and Hospital Epidemiology, Children’s Hospital of Eastern Switzerland, St. Gallen, Switzerland

Emiliano Albanese

9Institute of Public Health, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland

Luca Crivelli

9Institute of Public Health, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland

Luca Crivelli

0Department Business Economics, Health and Social Care, University of Applied Sciences and Arts of Southern Switzerland, Manno, Switzerland

Sara Levati

0Department Business Economics, Health and Social Care, University of Applied Sciences and Arts of Southern Switzerland, Manno, Switzerland

Rebecca Amati

9Institute of Public Health, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland

Marco Kaufmann

1Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland

Marco Geigges

1Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland

Tala Ballouz

1Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland

Anja Frei

1Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland

Jan Fehr

1Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland

Jan Fehr

2Division of Infectious Disease and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland

Viktor von Wyl

Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland

Viktor von Wyl

Digital Society Initiative, University of Zurich, Zurich, Switzerland

Viktor von Wyl

2Division of Infectious Disease and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland