Skip to main content
Top
Published in: BMC Medical Informatics and Decision Making 1/2021

Open Access 01-12-2021 | COVID-19 | Research article

Learnings from the design and acceptance of the German COVID-19 tracing app for IS-driven crisis management: a design science research

Authors: Alina Behne, Nicolai Krüger, Jan Heinrich Beinke, Frank Teuteberg

Published in: BMC Medical Informatics and Decision Making | Issue 1/2021

Login to get access

Abstract

Background

This article investigates the research problem of digital solutions to overcome the pandemic, more closely examining the limited effectiveness and scope of the governmental COVID-19 tracing apps, using the German COVID-19 tracing app (Corona-Warn-App) as an example. A well-designed and effective instrument in the technological toolbox is of utmost importance to overcome the pandemic.

Method

A multi-methodological design science research approach was applied. In three development and evaluation cycles, we presented, prototyped, and tested user-centered ideas of functional and design improvement. The applied procedure contains (1) a survey featuring 1993 participants from Germany for evaluating the current app, (2) a gathering of recommendations from epidemiologists and from a focus group discussion with IT and health experts identifying relevant functional requirements, and (3) an online survey combined with testing our prototype with 53 participants to evaluate the enhanced tracing app.

Results

This contribution presents 14 identified issues of the German COVID-19 tracing app, six meta-requirements, and three design principles for COVID-19 tracing apps and future pandemic apps (e.g., more user involvement and transparency). Using an interactive prototype, this study presents an extended pandemic app, containing 13 potential front-end (i.e., information on the regional infection situation, education and health literacy, crowd and event notification) and six potential back-end functional requirements (i.e., ongoing modification of risk score calculation, indoor versus outdoor). In addition, a user story approach for the COVID-19 tracing app was derived from the findings, supporting a holistic development approach.

Conclusion

Throughout this study, practical relevant findings can be directly transferred to the German and other international COVID-19 tracing applications. Moreover, we apply our findings to crisis management theory—particularly pandemic-related apps—and derive interdisciplinary learnings. It might be recommendable for the involved decision-makers and stakeholders to forego classic application management and switch to using an agile setup, which allows for a more flexible reaction to upcoming changes. It is even more important for governments to have a well-established, flexible, design-oriented process for creating and adapting technology to handle a crisis, as this pandemic will not be the last one.
Appendix
Available only for authorised users
Footnotes
1
WHO Coronavirus (COVID-19) Dashboard, see https://​covid19.​who.​int/​. Accessed 18 April 2021.
 
3
RKI stands for Robert Koch Institute, which is the central institution of the German Federal Government in the field of disease surveillance and prevention, see https://​www.​rki.​de/​, accessed 18 April 2021
 
5
See https://​www.​coronawarn.​app/​en/​. accessed 18 April 2021, see Fig. 7 in “Appendix”.
 
7
SAP is a large publicly traded software company commissioned to develop the CWA.
For more information about SAP, see https://​www.​sap.​com/​index.​html
 
10
The prototype is accessible via https://​t1p.​de/​bisecwa-en (English version).
and https://​t1p.​de/​bisecwa (German version). We also provide a demo video: https://​t1p.​de/​wzu8.
 
Literature
1.
go back to reference Ahmad F, Younis S, Shahzad M. Combating COVID-19 through digital contact tracing. IEEE Internet of Things Magazine. 2020. Ahmad F, Younis S, Shahzad M. Combating COVID-19 through digital contact tracing. IEEE Internet of Things Magazine. 2020.
2.
go back to reference Baier L, Kühl N, Schöffer J, Satzger G. Utilizing concept drift for measuring the effectiveness of policy interventions: The case of the COVID-19 pandemic. arXiv:2012.03728. Accessed 15 Dec 2020. Baier L, Kühl N, Schöffer J, Satzger G. Utilizing concept drift for measuring the effectiveness of policy interventions: The case of the COVID-19 pandemic. arXiv:​2012.​03728. Accessed 15 Dec 2020.
5.
go back to reference Böhme M. Diagnosis Key Analysis: Statistische Analyse und Visualisierung der täglichen Diagnoseschlüssel der deutschen COVID-19 Tracing-App (Corona-Warn-App) (engl. Statistical analysis and visualization of the daily diagnostic keys of the German COVID-19 tracing app). In: GitHub. 2020. https://github.com/micb25/dka. Accessed 1 Nov 2020. Böhme M. Diagnosis Key Analysis: Statistische Analyse und Visualisierung der täglichen Diagnoseschlüssel der deutschen COVID-19 Tracing-App (Corona-Warn-App) (engl. Statistical analysis and visualization of the daily diagnostic keys of the German COVID-19 tracing app). In: GitHub. 2020. https://​github.​com/​micb25/​dka. Accessed 1 Nov 2020.
6.
go back to reference Cho H, Ippolito D, Yu YW. Contact tracing mobile apps for COVID-19: privacy considerations and related trade-offs. 2020. Preprint at arXiv:2003.11511. Cho H, Ippolito D, Yu YW. Contact tracing mobile apps for COVID-19: privacy considerations and related trade-offs. 2020. Preprint at arXiv:​2003.​11511.
7.
go back to reference Conway ME. How do committees invent. Datamation. 1968;14(4):28–31. Conway ME. How do committees invent. Datamation. 1968;14(4):28–31.
9.
go back to reference Davis FD. Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Q. 1989;13(3):319–39.CrossRef Davis FD. Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Q. 1989;13(3):319–39.CrossRef
11.
go back to reference Dix A. Die deutsche Corona Warn-App–ein gelungenes Beispiel für Privacy by Design? (engl.: The German Corona Warning App—a successful example of Privacy by Design). Datenschutz und Datensicherheit-DuD. 2020;44(12):779–85.CrossRef Dix A. Die deutsche Corona Warn-App–ein gelungenes Beispiel für Privacy by Design? (engl.: The German Corona Warning App—a successful example of Privacy by Design). Datenschutz und Datensicherheit-DuD. 2020;44(12):779–85.CrossRef
13.
go back to reference Elkhodr M, Mubin O, Iftikhar Z, Masood M, Alsinglawi B, Shahid S, Alnajjar F. Technology, privacy, and user opinions of COVID-19 mobile apps for contact tracing. Systematic search and content analysis. J Med Internet Res. 2021;23(2):23467.CrossRef Elkhodr M, Mubin O, Iftikhar Z, Masood M, Alsinglawi B, Shahid S, Alnajjar F. Technology, privacy, and user opinions of COVID-19 mobile apps for contact tracing. Systematic search and content analysis. J Med Internet Res. 2021;23(2):23467.CrossRef
14.
go back to reference Gläser J, Laudel G. Experteninterviews Und Qualitative Inhaltsanalyse (engl. Expert interviews and qualitative content analysis). Berlin: Springer; 2010.CrossRef Gläser J, Laudel G. Experteninterviews Und Qualitative Inhaltsanalyse (engl. Expert interviews and qualitative content analysis). Berlin: Springer; 2010.CrossRef
15.
go back to reference Gregor S, Hevner AR. Positioning and presenting design science research for maximum impact. MIS Q. 2013;37:337–55.CrossRef Gregor S, Hevner AR. Positioning and presenting design science research for maximum impact. MIS Q. 2013;37:337–55.CrossRef
16.
go back to reference Hädrich F. Information systems in the COVID-19 pandemic: an analysis of infection dashboards and their state-tracking abilities. In: Hovestadt C, Recker J, Richter J, Werder K, editors. Digital responses to Covid-19 2021. Springer briefs in information systems. Cham: Springer; 2021. Hädrich F. Information systems in the COVID-19 pandemic: an analysis of infection dashboards and their state-tracking abilities. In: Hovestadt C, Recker J, Richter J, Werder K, editors. Digital responses to Covid-19 2021. Springer briefs in information systems. Cham: Springer; 2021.
17.
go back to reference Hair JF, Sarstedt M, Hopkins L, Kuppelwieser VG. Partial least squares structural equation modeling (PLS-SEM). Eur Bus Rev. 2014;26(2):106–121. Hair JF, Sarstedt M, Hopkins L, Kuppelwieser VG. Partial least squares structural equation modeling (PLS-SEM). Eur Bus Rev. 2014;26(2):106–121.
18.
go back to reference Hevner AR, March ST, Park J, Ram S. Design science in information systems research. MIS Q. 2004;28:75–105.CrossRef Hevner AR, March ST, Park J, Ram S. Design science in information systems research. MIS Q. 2004;28:75–105.CrossRef
20.
go back to reference Hovestadt C, Recker J, Richter J, Werder K. Introduction. In: Hovestadt C, Recker J, Richter J, Werder K, editors. Digital responses to Covid-19, 2021 (a). Springer briefs in information systems. Cham: Springer; 2021. Hovestadt C, Recker J, Richter J, Werder K. Introduction. In: Hovestadt C, Recker J, Richter J, Werder K, editors. Digital responses to Covid-19, 2021 (a). Springer briefs in information systems. Cham: Springer; 2021.
21.
go back to reference Hovestadt C, Recker J, Richter J, Werder K. Toward a new wave of digital responses to COVID-19. In: Hovestadt C, Recker J, Richter J, Werder K, editors. Digital responses to Covid-19, 2021 (b). Springer briefs in information systems. Switzerland: Springer, Cham; 2021. Hovestadt C, Recker J, Richter J, Werder K. Toward a new wave of digital responses to COVID-19. In: Hovestadt C, Recker J, Richter J, Werder K, editors. Digital responses to Covid-19, 2021 (b). Springer briefs in information systems. Switzerland: Springer, Cham; 2021.
22.
go back to reference Hussein MR, Shams AB, Apu EH, Mamun KAA, Rahman MS. Digital Surveillance Systems For Tracing COVID-19: privacy and security challenges with recommendations. 2020. Preprint at arxiv:2007.13182. Hussein MR, Shams AB, Apu EH, Mamun KAA, Rahman MS. Digital Surveillance Systems For Tracing COVID-19: privacy and security challenges with recommendations. 2020. Preprint at arxiv:​2007.​13182.
23.
go back to reference Jahnel T, Gerhardus A, Wienert J. Digitales Contact Tracing: Dilemma zwischen Datenschutz und Public Health Nutzenbewertung (Digital contact tracing: dilemma between data protection and public health benefit assessment). Datenschutz und Datensicherheit-DuD. 2020;44(12):786–90.CrossRef Jahnel T, Gerhardus A, Wienert J. Digitales Contact Tracing: Dilemma zwischen Datenschutz und Public Health Nutzenbewertung (Digital contact tracing: dilemma between data protection and public health benefit assessment). Datenschutz und Datensicherheit-DuD. 2020;44(12):786–90.CrossRef
25.
go back to reference Kaufhold MA, Haunschild J, Reuter C. Warning the public: a survey on attitudes, expectations and use of mobile crisis apps in Germany. In: European conference on information systems. 2020. p 1–16. Kaufhold MA, Haunschild J, Reuter C. Warning the public: a survey on attitudes, expectations and use of mobile crisis apps in Germany. In: European conference on information systems. 2020. p 1–16.
29.
go back to reference Kriehn L. Case study: the corona contact tracing app in Germany. In: Hovestadt C, Recker J, Richter J, Werder K, editors. Digital responses to Covid-19 2021. Springer briefs in information systems. Cham: Springer; 2021. Kriehn L. Case study: the corona contact tracing app in Germany. In: Hovestadt C, Recker J, Richter J, Werder K, editors. Digital responses to Covid-19 2021. Springer briefs in information systems. Cham: Springer; 2021.
30.
go back to reference Krippendorff K. Reliability in content analysis. Human communication research. Wiley Online Library 2004;30(3):411-33. Krippendorff K. Reliability in content analysis. Human communication research. Wiley Online Library 2004;30(3):411-33.
31.
go back to reference Krüger N, Behne A, Beinke JH, Stibe A, Teuteberg F. Exploring user acceptance determinants of COVID-19 tracing apps to manage the pandemic. Int J Technol Hum Interact. In press. Krüger N, Behne A, Beinke JH, Stibe A, Teuteberg F. Exploring user acceptance determinants of COVID-19 tracing apps to manage the pandemic. Int J Technol Hum Interact. In press.
32.
go back to reference Lasarov W. Im Spannungsfeld zwischen Sicherheit und Freiheit (engl. In the area of tension between security and freedom). HMD Praxis der Wirtschaftsinformatik 2020;1–18. Lasarov W. Im Spannungsfeld zwischen Sicherheit und Freiheit (engl. In the area of tension between security and freedom). HMD Praxis der Wirtschaftsinformatik 2020;1–18.
34.
go back to reference Leith DJ, Farrell S. Measurement-based evaluation of google/apple exposure notification API for proximity detection in a light-rail tram. Preprint at arxiv:2006.08543. Leith DJ, Farrell S. Measurement-based evaluation of google/apple exposure notification API for proximity detection in a light-rail tram. Preprint at arxiv:​2006.​08543.
36.
go back to reference Likert R. A technique for the measurement of attitudes. Archives of psychology. 1932. Likert R. A technique for the measurement of attitudes. Archives of psychology. 1932.
38.
go back to reference Milsom L, Abeler J, Altmann S, Toussaert S, Zillessen H, Blasone R. Survey of acceptability of app-based contact tracing in the UK, US, France, Germany and Italy. In: OSFHOME. 2020. https://osf.io/7vgq9/. Accessed 23 Apr 2020. Milsom L, Abeler J, Altmann S, Toussaert S, Zillessen H, Blasone R. Survey of acceptability of app-based contact tracing in the UK, US, France, Germany and Italy. In: OSFHOME. 2020. https://​osf.​io/​7vgq9/​. Accessed 23 Apr 2020.
39.
go back to reference Morley J, Cowls J, Taddeo M, Floridi L. Ethical guidelines for COVID-19 tracing apps. Nature. 2020;582(7810):29–31. Morley J, Cowls J, Taddeo M, Floridi L. Ethical guidelines for COVID-19 tracing apps. Nature. 2020;582(7810):29–31.
40.
go back to reference Munzert S, Selb P, Gohdes A, Stoetzer LF, Lowe W. Tracking and promoting the usage of a COVID-19 contact tracing app. Nat Hum Behav. 2021;5(2):247–55.CrossRef Munzert S, Selb P, Gohdes A, Stoetzer LF, Lowe W. Tracking and promoting the usage of a COVID-19 contact tracing app. Nat Hum Behav. 2021;5(2):247–55.CrossRef
41.
go back to reference Peffers K, Tuunanen T, Rothenberger MA, Chatterjee S. A design science research methodology for information systems research. J Manag Inf Syst. 2007;24(3):45–77.CrossRef Peffers K, Tuunanen T, Rothenberger MA, Chatterjee S. A design science research methodology for information systems research. J Manag Inf Syst. 2007;24(3):45–77.CrossRef
44.
go back to reference Recker J. Improving the state-tracking ability of corona dashboards. Eur J Inf Syst. In press. Recker J. Improving the state-tracking ability of corona dashboards. Eur J Inf Syst. In press.
45.
go back to reference RKI. RKI-Fachwörterbuch. Infektionsschutz und Infektionsepidemiologie (engl. Infection control and infectious disease epidemiology). Berlin; 2015. RKI. RKI-Fachwörterbuch. Infektionsschutz und Infektionsepidemiologie (engl. Infection control and infectious disease epidemiology). Berlin; 2015.
49.
go back to reference Schrepp M, Hinderks A, Thomaschewski J. Design and evaluation of a short version of the user experience questionnaire (UEQ-S). IJIMAI. 2017;4(6):103–8.CrossRef Schrepp M, Hinderks A, Thomaschewski J. Design and evaluation of a short version of the user experience questionnaire (UEQ-S). IJIMAI. 2017;4(6):103–8.CrossRef
50.
go back to reference Simko L, Calo R, Roesner F, Kohno T. COVID-19 contact tracing and privacy: studying opinion and preferences. 2020. Preprint at arxiv:2005.06056. Simko L, Calo R, Roesner F, Kohno T. COVID-19 contact tracing and privacy: studying opinion and preferences. 2020. Preprint at arxiv:​2005.​06056.
51.
go back to reference Stadler T, Lueks W, Kohls K, Troncoso C. Preliminary analysis of potential harms in the luca tracing system. 2021. Preprint at arxiv:2103.11958. Stadler T, Lueks W, Kohls K, Troncoso C. Preliminary analysis of potential harms in the luca tracing system. 2021. Preprint at arxiv:​2103.​11958.
52.
go back to reference Stroscher JP, Schomberg S, Heinrich A, Grube T. Datensicherheit von Corona-Apps nach der DSGVO (engl. Data security of corona-apps according to the DSGVO). Datenschutz und Datensicherheit-DuD. 2020;44(8):501–5.CrossRef Stroscher JP, Schomberg S, Heinrich A, Grube T. Datensicherheit von Corona-Apps nach der DSGVO (engl. Data security of corona-apps according to the DSGVO). Datenschutz und Datensicherheit-DuD. 2020;44(8):501–5.CrossRef
53.
go back to reference Thomas O, Hagen S, Frank U, Recker J, Wessel L, Kammler F, et al. Global crises and the role of BISE. Bus Inf Syst Eng. 2020;62(4):385–96.CrossRef Thomas O, Hagen S, Frank U, Recker J, Wessel L, Kammler F, et al. Global crises and the role of BISE. Bus Inf Syst Eng. 2020;62(4):385–96.CrossRef
54.
go back to reference Trang S, Trenz M, Weiger W, Tarafdar M, Cheung C. One app to trace them all?: Examining app specifications for mass acceptance of contact-tracing apps. Eur J Inf Syst. 2020;29(4):415–28.CrossRef Trang S, Trenz M, Weiger W, Tarafdar M, Cheung C. One app to trace them all?: Examining app specifications for mass acceptance of contact-tracing apps. Eur J Inf Syst. 2020;29(4):415–28.CrossRef
55.
go back to reference Troncoso C, Payer M, Hubaux JP, Salathé M, Larus J, Bugnion E, Barman L. Decentralized privacy-preserving proximity tracing. 2020. Preprint at arxiv:2005.12273. Troncoso C, Payer M, Hubaux JP, Salathé M, Larus J, Bugnion E, Barman L. Decentralized privacy-preserving proximity tracing. 2020. Preprint at arxiv:​2005.​12273.
56.
go back to reference Venable J, Pries-Heje J, Baskerville R. FEDS: a framework for evaluation in design science research. Europ J Inform Syst. 2016;25(1):77–89. Venable J, Pries-Heje J, Baskerville R. FEDS: a framework for evaluation in design science research. Europ J Inform Syst. 2016;25(1):77–89.
57.
go back to reference Whitelaw S, Mamas MA, Topol E, Van Spall HGC. Applications of digital technology in COVID-19 pandemic planning and response. Lancet Digit Health. 2021;2(8):435–40.CrossRef Whitelaw S, Mamas MA, Topol E, Van Spall HGC. Applications of digital technology in COVID-19 pandemic planning and response. Lancet Digit Health. 2021;2(8):435–40.CrossRef
Metadata
Title
Learnings from the design and acceptance of the German COVID-19 tracing app for IS-driven crisis management: a design science research
Authors
Alina Behne
Nicolai Krüger
Jan Heinrich Beinke
Frank Teuteberg
Publication date
01-12-2021
Publisher
BioMed Central
Keyword
COVID-19
Published in
BMC Medical Informatics and Decision Making / Issue 1/2021
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/s12911-021-01579-7

Other articles of this Issue 1/2021

BMC Medical Informatics and Decision Making 1/2021 Go to the issue