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Erschienen in: Ethics and Information Technology 3/2022

01.09.2022 | Review Article

Tracing app technology: an ethical review in the COVID-19 era and directions for post-COVID-19

verfasst von: Saleh Afroogh, Amir Esmalian, Ali Mostafavi, Ali Akbari, Kambiz Rasoulkhani, Shahriar Esmaeili, Ehsan Hajiramezanali

Erschienen in: Ethics and Information Technology | Ausgabe 3/2022

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Abstract

We conducted a systematic literature review on the ethical considerations of the use of contact tracing app technology, which was extensively implemented during the COVID-19 pandemic. The rapid and extensive use of this technology during the COVID-19 pandemic, while benefiting the public well-being by providing information about people’s mobility and movements to control the spread of the virus, raised several ethical concerns for the post-COVID-19 era. To investigate these concerns for the post-pandemic situation and provide direction for future events, we analyzed the current ethical frameworks, research, and case studies about the ethical usage of tracing app technology. The results suggest there are seven essential ethical considerations—privacy, security, acceptability, government surveillance, transparency, justice, and voluntariness—in the ethical use of contact tracing technology. In this paper, we explain and discuss these considerations and how they are needed for the ethical usage of this technology. The findings also highlight the importance of developing integrated guidelines and frameworks for implementation of such technology in the post- COVID-19 world.

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Literatur
Zurück zum Zitat Abuhammad, S., Khabour, O. F., & Alzoubi, K. H. (2020). Covid-19 contact-tracing technology: Acceptability and ethical issues of use. Patient Preference and Adherence, 14, 1639–1647.CrossRef Abuhammad, S., Khabour, O. F., & Alzoubi, K. H. (2020). Covid-19 contact-tracing technology: Acceptability and ethical issues of use. Patient Preference and Adherence, 14, 1639–1647.CrossRef
Zurück zum Zitat Afroogh, S., Esmalian, A., Donaldson, J., & Mostafavi, A. (2021). Empathic design in engineering education and practice: An approach for achieving inclusive and effective community resilience. Sustainability, 13(7), 4060.CrossRef Afroogh, S., Esmalian, A., Donaldson, J., & Mostafavi, A. (2021). Empathic design in engineering education and practice: An approach for achieving inclusive and effective community resilience. Sustainability, 13(7), 4060.CrossRef
Zurück zum Zitat Ahmed, N., Michelin, R. A., Xue, W., Ruj, S., Malaney, R., Kanhere, S. S., Seneviratne, A., Hu, W., Janicke, H., & Jha, S. K. (2020). A survey of covid-19 contact tracing apps. IEEE Access, 8, 134577–134601.CrossRef Ahmed, N., Michelin, R. A., Xue, W., Ruj, S., Malaney, R., Kanhere, S. S., Seneviratne, A., Hu, W., Janicke, H., & Jha, S. K. (2020). A survey of covid-19 contact tracing apps. IEEE Access, 8, 134577–134601.CrossRef
Zurück zum Zitat Alanoca, S., Guetta-Jeanrenaud, N., Ferrari, I., Weinberg, N., Çetin, R. B., & Miailhe, N. (2021). Digital contact tracing against COVID-19: A governance framework to build trust. International Data Privacy Law, 11(1), 3–17.CrossRef Alanoca, S., Guetta-Jeanrenaud, N., Ferrari, I., Weinberg, N., Çetin, R. B., & Miailhe, N. (2021). Digital contact tracing against COVID-19: A governance framework to build trust. International Data Privacy Law, 11(1), 3–17.CrossRef
Zurück zum Zitat Almeida, B. D. A., Doneda, D., Ichihara, M. Y., Barral-Netto, M., Matta, G. C., Rabello, E. T., Gouveia, F. C., & Barreto, M. (2020). Personal data usage and privacy considerations in the covid-19 global pandemic. Ciencia e Saude Coletiva, 25, 2487–2492.CrossRef Almeida, B. D. A., Doneda, D., Ichihara, M. Y., Barral-Netto, M., Matta, G. C., Rabello, E. T., Gouveia, F. C., & Barreto, M. (2020). Personal data usage and privacy considerations in the covid-19 global pandemic. Ciencia e Saude Coletiva, 25, 2487–2492.CrossRef
Zurück zum Zitat Amann, J., Sleigh, J., & Vayena, E. (2021). Digital contact-tracing during the covid-19 pandemic: An analysis of newspaper coverage in Germany, Austria, and Switzerland. PLoS ONE, 16(2), 1–16.CrossRef Amann, J., Sleigh, J., & Vayena, E. (2021). Digital contact-tracing during the covid-19 pandemic: An analysis of newspaper coverage in Germany, Austria, and Switzerland. PLoS ONE, 16(2), 1–16.CrossRef
Zurück zum Zitat Andrew Tzer-Yeu Chen, K. T. (1967). Exploring the drivers and barriers to uptake for digital contact tracing. Angewandte Chemie International Edition, 6(11), 951–952. Andrew Tzer-Yeu Chen, K. T. (1967). Exploring the drivers and barriers to uptake for digital contact tracing. Angewandte Chemie International Edition, 6(11), 951–952.
Zurück zum Zitat Basu, S. (2020a). Effective contact tracing for COVID-19 using mobile phones: An ethical analysis of the mandatory use of the Aarogya Setu application in India. Cambridge Quarterly of Healthcare Ethics, 261, 1–10. Basu, S. (2020a). Effective contact tracing for COVID-19 using mobile phones: An ethical analysis of the mandatory use of the Aarogya Setu application in India. Cambridge Quarterly of Healthcare Ethics, 261, 1–10.
Zurück zum Zitat Basu, S. (2020b). Effective contact tracing for COVID-19 using mobile phones: An ethical analysis of the mandatory use of the aarogya setu application in India. Cambridge Quarterly of Healthcare Ethics, 262, 1–10. Basu, S. (2020b). Effective contact tracing for COVID-19 using mobile phones: An ethical analysis of the mandatory use of the aarogya setu application in India. Cambridge Quarterly of Healthcare Ethics, 262, 1–10.
Zurück zum Zitat Bernard, R., Bowsher, G., & Sullivan, R. (2020). COVID-19 and the rise of participatory sigint: An examination of the rise in government surveillance through mobile applications. American Journal of Public Health, 110(12), 1780–1785.CrossRef Bernard, R., Bowsher, G., & Sullivan, R. (2020). COVID-19 and the rise of participatory sigint: An examination of the rise in government surveillance through mobile applications. American Journal of Public Health, 110(12), 1780–1785.CrossRef
Zurück zum Zitat Bradshaw, E. L., Ryan, R. M., Noetel, M., Saeri, A. K., Slattery, P., Grundy, E., & Calvo, R. (2021). Information safety assurances increase intentions to use COVID-19 contact tracing applications, regardless of autonomy-supportive or controlling message framing. Frontiers in Psychology, 11, 3772.CrossRef Bradshaw, E. L., Ryan, R. M., Noetel, M., Saeri, A. K., Slattery, P., Grundy, E., & Calvo, R. (2021). Information safety assurances increase intentions to use COVID-19 contact tracing applications, regardless of autonomy-supportive or controlling message framing. Frontiers in Psychology, 11, 3772.CrossRef
Zurück zum Zitat Braithwaite, I., Callender, T., Bullock, M., & Aldridge, R. W. (2020). Automated and partly automated contact tracing: A systematic review to inform the control of COVID-19. The Lancet Digital Health, 2(11), e607–e621.CrossRef Braithwaite, I., Callender, T., Bullock, M., & Aldridge, R. W. (2020). Automated and partly automated contact tracing: A systematic review to inform the control of COVID-19. The Lancet Digital Health, 2(11), e607–e621.CrossRef
Zurück zum Zitat Bruneau, G. A. (2020). The ethical imperatives of the COVID-19 pandemic: A review from data ethics. Revista De Filosofía y Teología, 23, 13. Bruneau, G. A. (2020). The ethical imperatives of the COVID-19 pandemic: A review from data ethics. Revista De Filosofía y Teología, 23, 13.
Zurück zum Zitat Bruneau, G. A., Gilthorpe, M., & Müller, V. C. (2020). The ethical imperatives of the COVID-19 pandemic: A review from data ethics. Veritas, 46(46), 13–35. Bruneau, G. A., Gilthorpe, M., & Müller, V. C. (2020). The ethical imperatives of the COVID-19 pandemic: A review from data ethics. Veritas, 46(46), 13–35.
Zurück zum Zitat Budd, J., Miller, B. S., Manning, E. M., Lampos, V., Zhuang, M., Edelstein, M., Rees, G., Emery, V. C., Stevens, M. M., Keegan, N., et al. (2020). Digital technologies in the public-health response to COVID-19. Nature Medicine, 26(8), 1183–1192.CrossRef Budd, J., Miller, B. S., Manning, E. M., Lampos, V., Zhuang, M., Edelstein, M., Rees, G., Emery, V. C., Stevens, M. M., Keegan, N., et al. (2020). Digital technologies in the public-health response to COVID-19. Nature Medicine, 26(8), 1183–1192.CrossRef
Zurück zum Zitat Carter, K., Berman, G., García-herranz, M., and Sekara, V. (2020). Digital contact tracing and surveillance during COVID-19 general and child-specific ethical issues. Unicef Office of Research, (June). Carter, K., Berman, G., García-herranz, M., and Sekara, V. (2020). Digital contact tracing and surveillance during COVID-19 general and child-specific ethical issues. Unicef Office of Research, (June).
Zurück zum Zitat Chan, J., Foster, D., Gollakota, S., Horvitz, E., Jaeger, J., Kakade, S., Kohno, T., Langford, J., Larson, J., Sharma, P., Singanamalla, S., Sunshine, J., Tessaro, S. (2020). PACT: Privacy sensitive protocols and mechanisms for mobile contact tracing. Retrieved from https://arxiv.org/abs/2004.03544 Chan, J., Foster, D., Gollakota, S., Horvitz, E., Jaeger, J., Kakade, S., Kohno, T., Langford, J., Larson, J., Sharma, P., Singanamalla, S., Sunshine, J., Tessaro, S. (2020). PACT: Privacy sensitive protocols and mechanisms for mobile contact tracing. Retrieved from https://​arxiv.​org/​abs/​2004.​03544
Zurück zum Zitat Chen, S., Waseem, D., Xia, Z., Tran, K. T., Li, Y., & Yao, J. (2021). To disclose or to falsify: The effects of cognitive trust and affective trust on customer cooperation in contact tracing. International Journal of Hospitality Management, 94, 102867.CrossRef Chen, S., Waseem, D., Xia, Z., Tran, K. T., Li, Y., & Yao, J. (2021). To disclose or to falsify: The effects of cognitive trust and affective trust on customer cooperation in contact tracing. International Journal of Hospitality Management, 94, 102867.CrossRef
Zurück zum Zitat Clarke, M., Devlin, J., Conroy, E., Kelly, E., & Sturup-Toft, S. (2020). Establishing prison-led contact tracing to prevent outbreaks of COVID-19 in prisons in Ireland. Journal of Public Health (united Kingdom), 42(3), 519–524. Clarke, M., Devlin, J., Conroy, E., Kelly, E., & Sturup-Toft, S. (2020). Establishing prison-led contact tracing to prevent outbreaks of COVID-19 in prisons in Ireland. Journal of Public Health (united Kingdom), 42(3), 519–524.
Zurück zum Zitat Dubov, A., & Shoptawb, S. (2020a). The value and ethics of using technology to contain the COVID-19 epidemic. The American Journal of Bioethics, 20(7), W7–W11.CrossRef Dubov, A., & Shoptawb, S. (2020a). The value and ethics of using technology to contain the COVID-19 epidemic. The American Journal of Bioethics, 20(7), W7–W11.CrossRef
Zurück zum Zitat Dubov, A., & Shoptawb, S. (2020b). The value and ethics of using technology to contain the COVID-19 epidemic. American Journal of Bioethics, 20(7), W7–W11.CrossRef Dubov, A., & Shoptawb, S. (2020b). The value and ethics of using technology to contain the COVID-19 epidemic. American Journal of Bioethics, 20(7), W7–W11.CrossRef
Zurück zum Zitat Dunlap, R. E., & McCright, A. M. (2010). Climate change denial: Sources, actors and strategies. In Routledge handbook of climate change and society (pp. 240–259). Routledge. Dunlap, R. E., & McCright, A. M. (2010). Climate change denial: Sources, actors and strategies. In Routledge handbook of climate change and society (pp. 240–259). Routledge.
Zurück zum Zitat Durrheim, D. N., Andrus, J. K., Tabassum, S., Bashour, H., Githanga, D., & Pfaff, G. (2021). A dangerous measles future looms beyond the COVID-19 pandemic. Nature Medicine, 27(3), 360–361.CrossRef Durrheim, D. N., Andrus, J. K., Tabassum, S., Bashour, H., Githanga, D., & Pfaff, G. (2021). A dangerous measles future looms beyond the COVID-19 pandemic. Nature Medicine, 27(3), 360–361.CrossRef
Zurück zum Zitat Dwivedi, S. K., Amin, R., Vollala, S., & Chaudhry, R. (2020). Blockchain-based secured event-information sharing protocol in internet of vehicles for smart cities. Computers & Electrical Engineering, 86, 106719. Dwivedi, S. K., Amin, R., Vollala, S., & Chaudhry, R. (2020). Blockchain-based secured event-information sharing protocol in internet of vehicles for smart cities. Computers & Electrical Engineering, 86, 106719.
Zurück zum Zitat Ekong, I., Chukwu, E., & Chukwu, M. (2020a). COVID-19 mobile positioning data contact tracing and patient privacy regulations: Exploratory search of global response strategies and the use of digital tools in Nigeria. JMIR mHealth and uHealth, 8(4), 1–7.CrossRef Ekong, I., Chukwu, E., & Chukwu, M. (2020a). COVID-19 mobile positioning data contact tracing and patient privacy regulations: Exploratory search of global response strategies and the use of digital tools in Nigeria. JMIR mHealth and uHealth, 8(4), 1–7.CrossRef
Zurück zum Zitat Ekong, I., Chukwu, E., & Chukwu, M. (2020b). COVID-19 mobile positioning data contact tracing and patient privacy regulations: Exploratory search of global response strategies and the use of digital tools in Nigeria. JMIR mHealth and uHealth, 8(4), e19139.CrossRef Ekong, I., Chukwu, E., & Chukwu, M. (2020b). COVID-19 mobile positioning data contact tracing and patient privacy regulations: Exploratory search of global response strategies and the use of digital tools in Nigeria. JMIR mHealth and uHealth, 8(4), e19139.CrossRef
Zurück zum Zitat Elkhodr, M., Mubin, O., Iftikhar, Z., Masood, M., Alsinglawi, B., Shahid, S., & Alnajjar, F. (2021). Technology, privacy, and user opinions of COVID-19 mobile apps for contact tracing: Systematic search and content analysis. Journal of Medical Internet Research, 23(2), e23467.CrossRef Elkhodr, M., Mubin, O., Iftikhar, Z., Masood, M., Alsinglawi, B., Shahid, S., & Alnajjar, F. (2021). Technology, privacy, and user opinions of COVID-19 mobile apps for contact tracing: Systematic search and content analysis. Journal of Medical Internet Research, 23(2), e23467.CrossRef
Zurück zum Zitat Emanuel, E. J., Persad, G., Upshur, R., Thome, B., Parker, M., Glickman, A., Zhang, C., Boyle, C., Smith, M., & Phillips, J. P. (2020). Fair allocation of scarce medical resources in the time of Covid-19. New England Journal of Medicine, 382(21), 2049–2055.CrossRef Emanuel, E. J., Persad, G., Upshur, R., Thome, B., Parker, M., Glickman, A., Zhang, C., Boyle, C., Smith, M., & Phillips, J. P. (2020). Fair allocation of scarce medical resources in the time of Covid-19. New England Journal of Medicine, 382(21), 2049–2055.CrossRef
Zurück zum Zitat Fahey, R. A., & Hino, A. (2020). COVID-19, digital privacy, and the social limits on data-focused public health responses. International Journal of Information Management, 55, 102181. Fahey, R. A., & Hino, A. (2020). COVID-19, digital privacy, and the social limits on data-focused public health responses. International Journal of Information Management, 55, 102181.
Zurück zum Zitat Fairbank, N. A., Murray, C. S., Couture, A., Kline, J., & Lazzaro, M. (2020). There’s an app for that: Digital contact tracing and its role in mitigating a second wave. Harvard University. Fairbank, N. A., Murray, C. S., Couture, A., Kline, J., & Lazzaro, M. (2020). There’s an app for that: Digital contact tracing and its role in mitigating a second wave. Harvard University.
Zurück zum Zitat Gasser, U., Ienca, M., Scheibner, J., Sleigh, J., & Vayena, E. (2020b). Digital tools against COVID-19: Taxonomy, ethical challenges, and navigation aid. The Lancet Digital Health, 2(8), e425–e434.CrossRef Gasser, U., Ienca, M., Scheibner, J., Sleigh, J., & Vayena, E. (2020b). Digital tools against COVID-19: Taxonomy, ethical challenges, and navigation aid. The Lancet Digital Health, 2(8), e425–e434.CrossRef
Zurück zum Zitat Golbabaei, F., Yigitcanlar, T., Paz, A., & Bunker, J. (2020). Individual predictors of autonomous vehicle public acceptance and intention to use: A systematic review of the literature. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), 106. Golbabaei, F., Yigitcanlar, T., Paz, A., & Bunker, J. (2020). Individual predictors of autonomous vehicle public acceptance and intention to use: A systematic review of the literature. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), 106.
Zurück zum Zitat Gupta, R., Pandey, G., Chaudhary, P., & Pal, S. K. (2021). Technological and analytical review of contact tracing apps for COVID-19 management. Journal of Location Based Services, 00(00), 1–40. Gupta, R., Pandey, G., Chaudhary, P., & Pal, S. K. (2021). Technological and analytical review of contact tracing apps for COVID-19 management. Journal of Location Based Services, 00(00), 1–40.
Zurück zum Zitat Harari, Y. N. (2020). The world after coronavirus. Financial times, 20(03), 2020. Harari, Y. N. (2020). The world after coronavirus. Financial times, 20(03), 2020.
Zurück zum Zitat He, W., Zhang, Z., & Li, W. (2021). Information technology solutions, challenges, and suggestions for tackling the COVID-19 pandemic. International Journal of Information Management, 57, 102287.CrossRef He, W., Zhang, Z., & Li, W. (2021). Information technology solutions, challenges, and suggestions for tackling the COVID-19 pandemic. International Journal of Information Management, 57, 102287.CrossRef
Zurück zum Zitat Henderson, J. (2021). Patient privacy in the COVID-19 era: Data access, transparency, rights, regulation and the case for retaining the status quo. Health Information Management Journal, 50(1–2), 6–8.CrossRef Henderson, J. (2021). Patient privacy in the COVID-19 era: Data access, transparency, rights, regulation and the case for retaining the status quo. Health Information Management Journal, 50(1–2), 6–8.CrossRef
Zurück zum Zitat Hendl, T., Chung, R., & Wild, V. (2020). Pandemic surveillance and racialized subpopulations: Mitigating vulnerabilities in COVID-19 apps. Journal of Bioethical Inquiry, 17, 829–834.CrossRef Hendl, T., Chung, R., & Wild, V. (2020). Pandemic surveillance and racialized subpopulations: Mitigating vulnerabilities in COVID-19 apps. Journal of Bioethical Inquiry, 17, 829–834.CrossRef
Zurück zum Zitat Hoffman, A. S., Jacobs, B., van Gastel, B., Schraffenberger, H., Sharon, T., & Pas, B. (2020). Towards a seamful ethics of Covid-19 contact tracing apps? Ethics and Information Technology, 23, 1–11. Hoffman, A. S., Jacobs, B., van Gastel, B., Schraffenberger, H., Sharon, T., & Pas, B. (2020). Towards a seamful ethics of Covid-19 contact tracing apps? Ethics and Information Technology, 23, 1–11.
Zurück zum Zitat Idrees, S. M., Nowostawski, M., & Jameel, R. (2021). Blockchain-based digital contact tracing apps for COVID-19 Pandemic management: issues, challenges, solutions, and future directions. JMIR Medical Informatics, 9(2), e25245.CrossRef Idrees, S. M., Nowostawski, M., & Jameel, R. (2021). Blockchain-based digital contact tracing apps for COVID-19 Pandemic management: issues, challenges, solutions, and future directions. JMIR Medical Informatics, 9(2), e25245.CrossRef
Zurück zum Zitat Kawakami, N., Sasaki, N., Kuroda, R., Tsuno, K., & Imamura, K. (2021). The effects of downloading a government-issued COVID-19 contact tracing app on psychological distress during the pandemic among employed adults: Prospective study. JMIR Mental Health, 8(1), e23699.CrossRef Kawakami, N., Sasaki, N., Kuroda, R., Tsuno, K., & Imamura, K. (2021). The effects of downloading a government-issued COVID-19 contact tracing app on psychological distress during the pandemic among employed adults: Prospective study. JMIR Mental Health, 8(1), e23699.CrossRef
Zurück zum Zitat Klaaren, J., Breckenridge, K., Cachalia, F., Fonn, S., & Veller, M. (2020). South Africa’s COVID-19 tracing database: Risks and rewards of which doctors should be aware. SAMJ: South African Medical Journal, 110(7), 1–4. Klaaren, J., Breckenridge, K., Cachalia, F., Fonn, S., & Veller, M. (2020). South Africa’s COVID-19 tracing database: Risks and rewards of which doctors should be aware. SAMJ: South African Medical Journal, 110(7), 1–4.
Zurück zum Zitat Klar, R., & Lanzerath, D. (2020). The ethics of COVID-19 tracking apps—Challenges and voluntariness. Research Ethics, 16(3–4), 1–9.CrossRef Klar, R., & Lanzerath, D. (2020). The ethics of COVID-19 tracking apps—Challenges and voluntariness. Research Ethics, 16(3–4), 1–9.CrossRef
Zurück zum Zitat Kolasa, K., Mazzi, F., Leszczuk-Czubkowska, E., Zrubka, Z., & Péntek, M. (2021). State of the art in adoption of contact tracing apps and recommendations regarding privacy protection and public health: Systematic review. JMIR mHealth and uHealth, 9(6), e23250.CrossRef Kolasa, K., Mazzi, F., Leszczuk-Czubkowska, E., Zrubka, Z., & Péntek, M. (2021). State of the art in adoption of contact tracing apps and recommendations regarding privacy protection and public health: Systematic review. JMIR mHealth and uHealth, 9(6), e23250.CrossRef
Zurück zum Zitat Lai, S. H. S., Tang, C. Q. Y., Kurup, A., & Thevendran, G. (2021). The experience of contact tracing in Singapore in the control of COVID-19: Highlighting the use of digital technology. International Orthopaedics, 45(1), 65–69.CrossRef Lai, S. H. S., Tang, C. Q. Y., Kurup, A., & Thevendran, G. (2021). The experience of contact tracing in Singapore in the control of COVID-19: Highlighting the use of digital technology. International Orthopaedics, 45(1), 65–69.CrossRef
Zurück zum Zitat Lee, T., & Lee, H. (2020). Tracing surveillance and auto-regulation in Singapore: ‘smart’ responses to COVID-19. Media International Australia, 177(1), 47–60.CrossRef Lee, T., & Lee, H. (2020). Tracing surveillance and auto-regulation in Singapore: ‘smart’ responses to COVID-19. Media International Australia, 177(1), 47–60.CrossRef
Zurück zum Zitat Lewandowsky, S., Dennis, S., Perfors, A., Kashima, Y., White, J. P., Garrett, P., Little, D. R., & Yesilada, M. (2021). Public acceptance of privacy-encroaching policies to address the COVID-19 pandemic in the United Kingdom. PLoS ONE, 16(1), 1–23.CrossRef Lewandowsky, S., Dennis, S., Perfors, A., Kashima, Y., White, J. P., Garrett, P., Little, D. R., & Yesilada, M. (2021). Public acceptance of privacy-encroaching policies to address the COVID-19 pandemic in the United Kingdom. PLoS ONE, 16(1), 1–23.CrossRef
Zurück zum Zitat Lo, B., & Sim, I. (2020). Ethical framework for assessing manual and digital contact tracing for COVID-19. Annals of Internal Medicine, 174, 395.CrossRef Lo, B., & Sim, I. (2020). Ethical framework for assessing manual and digital contact tracing for COVID-19. Annals of Internal Medicine, 174, 395.CrossRef
Zurück zum Zitat Lucivero, F., Hallowell, N., Johnson, S., Prainsack, B., Samuel, G., & Sharon, T. (2020). COVID-19 and contact tracing apps: Ethical challenges for a social experiment on a global scale. Journal of Bioethical Inquiry, 17(4), 835–839.CrossRef Lucivero, F., Hallowell, N., Johnson, S., Prainsack, B., Samuel, G., & Sharon, T. (2020). COVID-19 and contact tracing apps: Ethical challenges for a social experiment on a global scale. Journal of Bioethical Inquiry, 17(4), 835–839.CrossRef
Zurück zum Zitat Machida, M., Nakamura, I., Saito, R., Nakaya, T., Hanibuchi, T., Takamiya, T., Odagiri, Y., Fukushima, N., Kikuchi, H., Amagasa, S., Kojima, T., Watanabe, H., & Inoue, S. (2021). Survey on usage and concerns of a COVID-19 contact tracing application in Japan. Public Health in Practice, 2, 100125.CrossRef Machida, M., Nakamura, I., Saito, R., Nakaya, T., Hanibuchi, T., Takamiya, T., Odagiri, Y., Fukushima, N., Kikuchi, H., Amagasa, S., Kojima, T., Watanabe, H., & Inoue, S. (2021). Survey on usage and concerns of a COVID-19 contact tracing application in Japan. Public Health in Practice, 2, 100125.CrossRef
Zurück zum Zitat Martinez-Martin, N., Wieten, S., Magnus, D., & Cho, M. K. (2020). Digital contact tracing, privacy, and public health. Hastings Center Report, 50(3), 43–46.CrossRef Martinez-Martin, N., Wieten, S., Magnus, D., & Cho, M. K. (2020). Digital contact tracing, privacy, and public health. Hastings Center Report, 50(3), 43–46.CrossRef
Zurück zum Zitat Mbunge, E. (2020). Integrating emerging technologies into COVID-19 contact tracing: Opportunities, challenges and pitfalls. Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 14(6), 1631–1636.CrossRef Mbunge, E. (2020). Integrating emerging technologies into COVID-19 contact tracing: Opportunities, challenges and pitfalls. Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 14(6), 1631–1636.CrossRef
Zurück zum Zitat Mbwogge, M. (2021). Mass testing with contact tracing compared to test and trace for the effective suppression of COVID-19 in the United Kingdom: Systematic review. Jmirx Med, 2(2), e27254.CrossRef Mbwogge, M. (2021). Mass testing with contact tracing compared to test and trace for the effective suppression of COVID-19 in the United Kingdom: Systematic review. Jmirx Med, 2(2), e27254.CrossRef
Zurück zum Zitat Mello, M. M., & Wang, C. J. (2020). Ethics and governance for digital disease surveillance. Science, 368(6494), 951–954.CrossRef Mello, M. M., & Wang, C. J. (2020). Ethics and governance for digital disease surveillance. Science, 368(6494), 951–954.CrossRef
Zurück zum Zitat Menges, D., Aschmann, H., Moser, A., Althaus, C. L., & von Wyl, V. (2021). The role of the SwissCovid digital proximity tracing app during the pandemic response: Results for the Canton of Zurich. medRxiv, 2, e658. Menges, D., Aschmann, H., Moser, A., Althaus, C. L., & von Wyl, V. (2021). The role of the SwissCovid digital proximity tracing app during the pandemic response: Results for the Canton of Zurich. medRxiv, 2, e658.
Zurück zum Zitat Miller, S., & Smith, M. (2021). Ethics, public health and technology responses to COVID-19. Bioethics, 35(4), 366–371.CrossRef Miller, S., & Smith, M. (2021). Ethics, public health and technology responses to COVID-19. Bioethics, 35(4), 366–371.CrossRef
Zurück zum Zitat Morley, J., Cowls, J., Taddeo, M., & Floridi, L. (2020). Ethical guidelines for COVID-19 tracing apps. Nature, 582(7810), 29–31.CrossRef Morley, J., Cowls, J., Taddeo, M., & Floridi, L. (2020). Ethical guidelines for COVID-19 tracing apps. Nature, 582(7810), 29–31.CrossRef
Zurück zum Zitat Natarajan, A., Su, H.-W., & Heneghan, C. (2020). Assessment of physiological signs associated with COVID-19 measured using wearable devices. NPJ Digital Medicine, 3(1), 1–8.CrossRef Natarajan, A., Su, H.-W., & Heneghan, C. (2020). Assessment of physiological signs associated with COVID-19 measured using wearable devices. NPJ Digital Medicine, 3(1), 1–8.CrossRef
Zurück zum Zitat Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M.-E., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernandez, M., Alani, H., Berendt, B., Kruegel, T., Heinze, C., … Staab, S. (2020). Bias in data-driven artificial intelligence systems—An introductory survey. Wires Data Mining and Knowledge Discovery, 10(3), e1356.CrossRef Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M.-E., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernandez, M., Alani, H., Berendt, B., Kruegel, T., Heinze, C., … Staab, S. (2020). Bias in data-driven artificial intelligence systems—An introductory survey. Wires Data Mining and Knowledge Discovery, 10(3), e1356.CrossRef
Zurück zum Zitat O’Callaghan, M. E., Buckley, J., Fitzgerald, B., Johnson, K., Laffey, J., McNicholas, B., Nuseibeh, B., O’Keeffe, D., O’Keeffe, I., Razzaq, A., Rekanar, K., Richardson, I., Simpkin, A., Abedin, J., Storni, C., Tsvyatkova, D., Walsh, J., Welsh, T., & Glynn, L. (2020). A national survey of attitudes to COVID-19 digital contact tracing in the Republic of Ireland. Irish Journal of Medical Science, 190, 863.CrossRef O’Callaghan, M. E., Buckley, J., Fitzgerald, B., Johnson, K., Laffey, J., McNicholas, B., Nuseibeh, B., O’Keeffe, D., O’Keeffe, I., Razzaq, A., Rekanar, K., Richardson, I., Simpkin, A., Abedin, J., Storni, C., Tsvyatkova, D., Walsh, J., Welsh, T., & Glynn, L. (2020). A national survey of attitudes to COVID-19 digital contact tracing in the Republic of Ireland. Irish Journal of Medical Science, 190, 863.CrossRef
Zurück zum Zitat O'Connell, M. E., Vellani, S., Robertson, S., O'Rourke, H. M., & McGilton, K. S. (2021). Going from zero to 100 in remote dementia research: A practical guide. Journal of Medical Internet Research, 23(1), e24098. O'Connell, M. E., Vellani, S., Robertson, S., O'Rourke, H. M., & McGilton, K. S. (2021). Going from zero to 100 in remote dementia research: A practical guide. Journal of Medical Internet Research, 23(1), e24098.
Zurück zum Zitat Oldeweme, A., Märtins, J., Westmattelmann, D., & Schewe, G. (2021). The role of transparency, trust, and social influence on uncertainty reduction in times of pandemics: Empirical study on the adoption of COVID-19 tracing apps. Journal of Medical Internet Research, 23(2), e25893.CrossRef Oldeweme, A., Märtins, J., Westmattelmann, D., & Schewe, G. (2021). The role of transparency, trust, and social influence on uncertainty reduction in times of pandemics: Empirical study on the adoption of COVID-19 tracing apps. Journal of Medical Internet Research, 23(2), e25893.CrossRef
Zurück zum Zitat Osman, M., Fenton, N. E., McLachlan, S., Lucas, P., Dube, K., Hitman, G. A., Kyrimi, E., & Neil, M. (2020). The thorny problems of Covid-19 contact tracing apps: The need for a holistic approach. Journal of Behavioral Economics for Policy, 5, 57. Osman, M., Fenton, N. E., McLachlan, S., Lucas, P., Dube, K., Hitman, G. A., Kyrimi, E., & Neil, M. (2020). The thorny problems of Covid-19 contact tracing apps: The need for a holistic approach. Journal of Behavioral Economics for Policy, 5, 57.
Zurück zum Zitat Pagliari, C. (2020a). The ethics and value of contact tracing apps: International insights and implications for Scotland‘s covid-19 response. Journal of Global Health, 10(2), 1–18.CrossRef Pagliari, C. (2020a). The ethics and value of contact tracing apps: International insights and implications for Scotland‘s covid-19 response. Journal of Global Health, 10(2), 1–18.CrossRef
Zurück zum Zitat Parker, M. J., Fraser, C., Abeler-Dörner, L., & Bonsall, D. (2020). Ethics of instantaneous contact tracing using mobile phone apps in the control of the COVID-19 pandemic. Journal of Medical Ethics, 46(7), 427–431.CrossRef Parker, M. J., Fraser, C., Abeler-Dörner, L., & Bonsall, D. (2020). Ethics of instantaneous contact tracing using mobile phone apps in the control of the COVID-19 pandemic. Journal of Medical Ethics, 46(7), 427–431.CrossRef
Zurück zum Zitat Platt, M., Hasselgren, A., Román-Belmonte, J. M., de Oliveira, M., la Corte-Rodríguez, H., Delgado Olabarriaga, S., Rodríguez-Merchán, E. C., & Mackey, T. K. (2021). Test, trace, and put on the blockchain?: A viewpoint evaluating the use of decentralized systems for algorithmic contact tracing to combat a global pandemic. JMIR Public Health and Surveillance, 7(4), e26460.CrossRef Platt, M., Hasselgren, A., Román-Belmonte, J. M., de Oliveira, M., la Corte-Rodríguez, H., Delgado Olabarriaga, S., Rodríguez-Merchán, E. C., & Mackey, T. K. (2021). Test, trace, and put on the blockchain?: A viewpoint evaluating the use of decentralized systems for algorithmic contact tracing to combat a global pandemic. JMIR Public Health and Surveillance, 7(4), e26460.CrossRef
Zurück zum Zitat Raman, R., Achuthan, K., Vinuesa, R., & Nedungadi, P. (2021). COVIDTAS COVID-19 tracing app scale—An evaluation framework. Sustainability, 13(5), 2912.CrossRef Raman, R., Achuthan, K., Vinuesa, R., & Nedungadi, P. (2021). COVIDTAS COVID-19 tracing app scale—An evaluation framework. Sustainability, 13(5), 2912.CrossRef
Zurück zum Zitat Ranisch, R., Nijsingh, N., Ballantyne, A., van Bergen, A., Buyx, A., Friedrich, O., Hendl, T., Marckmann, G., Munthe, C., & Wild, V. (2020). Digital contact tracing and exposure notification: Ethical guidance for trustworthy pandemic management. Ethics and Information Technology, 23, 285.CrossRef Ranisch, R., Nijsingh, N., Ballantyne, A., van Bergen, A., Buyx, A., Friedrich, O., Hendl, T., Marckmann, G., Munthe, C., & Wild, V. (2020). Digital contact tracing and exposure notification: Ethical guidance for trustworthy pandemic management. Ethics and Information Technology, 23, 285.CrossRef
Zurück zum Zitat Rebollo, M., Benito, R. M., Losada, J. C., & Galeano, J. (2021). Improvement of contact tracing with citizen’s distributed risk maps. Entropy, 23(5), 638.CrossRef Rebollo, M., Benito, R. M., Losada, J. C., & Galeano, J. (2021). Improvement of contact tracing with citizen’s distributed risk maps. Entropy, 23(5), 638.CrossRef
Zurück zum Zitat Rodríguez, P., Graña, S., Alvarez-León, E. E., Battaglini, M., Darias, F. J., Hernán, M. A., López, R., Llaneza, P., Martín, M. C., Ramirez-Rubio, O., Romaní, A., Suárez-Rodríguez, B., Sánchez-Monedero, J., Arenas, A., & Lacasa, L. (2021). A population-based controlled experiment assessing the epidemiological impact of digital contact tracing. Nature Communications, 12(1), 1–6.CrossRef Rodríguez, P., Graña, S., Alvarez-León, E. E., Battaglini, M., Darias, F. J., Hernán, M. A., López, R., Llaneza, P., Martín, M. C., Ramirez-Rubio, O., Romaní, A., Suárez-Rodríguez, B., Sánchez-Monedero, J., Arenas, A., & Lacasa, L. (2021). A population-based controlled experiment assessing the epidemiological impact of digital contact tracing. Nature Communications, 12(1), 1–6.CrossRef
Zurück zum Zitat Rowe, F. (2020). Contact tracing apps and values dilemmas: A privacy paradox in a neo-liberal world. International Journal of Information Management, 55, 102178.CrossRef Rowe, F. (2020). Contact tracing apps and values dilemmas: A privacy paradox in a neo-liberal world. International Journal of Information Management, 55, 102178.CrossRef
Zurück zum Zitat Samuel, G., Roberts, S. L., Fiske, A., Lucivero, F., McLennan, S., Phillips, A., Hayes, S., & Johnson, S. B. (2021). COVID-19 contact tracing apps: UK public perceptions. Critical Public Health, 0(0), 1–13. Samuel, G., Roberts, S. L., Fiske, A., Lucivero, F., McLennan, S., Phillips, A., Hayes, S., & Johnson, S. B. (2021). COVID-19 contact tracing apps: UK public perceptions. Critical Public Health, 0(0), 1–13.
Zurück zum Zitat Saw, Y. E., Tan, E.Y.-Q., Liu, J. S., & Liu, J. C. J. (2021). Predicting public uptake of digital contact tracing during the COVID-19 pandemic: Results from a nationwide survey in Singapore. Journal of Medical Internet Research, 23(2), e24730.CrossRef Saw, Y. E., Tan, E.Y.-Q., Liu, J. S., & Liu, J. C. J. (2021). Predicting public uptake of digital contact tracing during the COVID-19 pandemic: Results from a nationwide survey in Singapore. Journal of Medical Internet Research, 23(2), e24730.CrossRef
Zurück zum Zitat SCASSAT. (2021). COVID-19 contact tracing: From local to global and back again. International Journal of E-Planning Research, 10(2), 45–58.CrossRef SCASSAT. (2021). COVID-19 contact tracing: From local to global and back again. International Journal of E-Planning Research, 10(2), 45–58.CrossRef
Zurück zum Zitat SCASSAT. (2021). Pandemic innovation: The private sector and the development of contact-tracing and exposure notification apps. Business and Human Rights Journal, 6, 1–8. SCASSAT. (2021). Pandemic innovation: The private sector and the development of contact-tracing and exposure notification apps. Business and Human Rights Journal, 6, 1–8.
Zurück zum Zitat Soltani, A., Calo, R., & Bergstrom, C. (2020). Contact-tracing apps are not a solution to the COVID-19 crisis. Brookings Tech Stream, 27. Soltani, A., Calo, R., & Bergstrom, C. (2020). Contact-tracing apps are not a solution to the COVID-19 crisis. Brookings Tech Stream, 27.
Zurück zum Zitat Sharon, T. (2020). Blind-sided by privacy? Digital contact tracing, the Apple/Google API and big tech’s newfound role as global health policy makers. Ethics and Information Technology, 23, 45.CrossRef Sharon, T. (2020). Blind-sided by privacy? Digital contact tracing, the Apple/Google API and big tech’s newfound role as global health policy makers. Ethics and Information Technology, 23, 45.CrossRef
Zurück zum Zitat Siau, K., & Wang, W. (2018). Building trust in artificial intelligence, machine learning, and robotics. Cutter Business Technology Journal, 31(2), 47–53. Siau, K., & Wang, W. (2018). Building trust in artificial intelligence, machine learning, and robotics. Cutter Business Technology Journal, 31(2), 47–53.
Zurück zum Zitat Sowmiya, B., Abhijith, V. S., Sudersan, S., Sakthi Jaya Sundar, R., Thangavel, M., & Varalakshmi, P. (2021). A survey on security and privacy issues in contact tracing application of Covid-19. SN Computer Science, 2(3), 136.CrossRef Sowmiya, B., Abhijith, V. S., Sudersan, S., Sakthi Jaya Sundar, R., Thangavel, M., & Varalakshmi, P. (2021). A survey on security and privacy issues in contact tracing application of Covid-19. SN Computer Science, 2(3), 136.CrossRef
Zurück zum Zitat Subbian, V., Solomonides, A., Clarkson, M., Rahimzadeh, V. N., Petersen, C., Schreiber, R., DeMuro, P. R., Dua, P., Goodman, K. W., Kaplan, B., Koppel, R., Lehmann, C. U., Pan, E., & Senathirajah, Y. (2020). Ethics and informatics in the age of COVID-19: Challenges and recommendations for public health organization and public policy. Journal of the American Medical Informatics Association. https://doi.org/10.1093/jamia/ocaa188CrossRef Subbian, V., Solomonides, A., Clarkson, M., Rahimzadeh, V. N., Petersen, C., Schreiber, R., DeMuro, P. R., Dua, P., Goodman, K. W., Kaplan, B., Koppel, R., Lehmann, C. U., Pan, E., & Senathirajah, Y. (2020). Ethics and informatics in the age of COVID-19: Challenges and recommendations for public health organization and public policy. Journal of the American Medical Informatics Association. https://​doi.​org/​10.​1093/​jamia/​ocaa188CrossRef
Zurück zum Zitat Suh, A., & Li, M. (2021). Digital tracing during the COVID-19 pandemic: User appraisal, emotion, and continuance intention. Sustainability, 13(2), 608.CrossRef Suh, A., & Li, M. (2021). Digital tracing during the COVID-19 pandemic: User appraisal, emotion, and continuance intention. Sustainability, 13(2), 608.CrossRef
Zurück zum Zitat Sweeney, Y. (2020). Tracking the debate on COVID-19 surveillance tools. Nature Machine Intelligence, 2(6), 301–304.CrossRef Sweeney, Y. (2020). Tracking the debate on COVID-19 surveillance tools. Nature Machine Intelligence, 2(6), 301–304.CrossRef
Zurück zum Zitat Thomas, N. (2021). A typology-based approach to tracing-app adoption during the COVID-19 pandemic: The case of the SwissCovid App. Journal of Quantitative Description, 1, 1–28. Thomas, N. (2021). A typology-based approach to tracing-app adoption during the COVID-19 pandemic: The case of the SwissCovid App. Journal of Quantitative Description, 1, 1–28.
Zurück zum Zitat Vaudenay, S. (2020). Centralized or decentralized? The contact tracing dilemma. IACR Cryptol, 2020, 531. Vaudenay, S. (2020). Centralized or decentralized? The contact tracing dilemma. IACR Cryptol, 2020, 531.
Zurück zum Zitat Urbaczewski, A., & Lee, Y. J. (2020). Information Technology and the pandemic: A preliminary multinational analysis of the impact of mobile tracking technology on the COVID-19 contagion control. European Journal of Information Systems, 29(4), 405–414.CrossRef Urbaczewski, A., & Lee, Y. J. (2020). Information Technology and the pandemic: A preliminary multinational analysis of the impact of mobile tracking technology on the COVID-19 contagion control. European Journal of Information Systems, 29(4), 405–414.CrossRef
Zurück zum Zitat von Wyl, V., Höglinger, M., Sieber, C., Kaufmann, M., Moser, A., Serra-Burriel, M., Ballouz, T., Menges, D., Frei, A., & Puhan, M. A. (2021). Drivers of acceptance of COVID-19 proximity tracing apps in Switzerland: Panel survey analysis. JMIR Public Health and Surveillance, 7(1), e25701.CrossRef von Wyl, V., Höglinger, M., Sieber, C., Kaufmann, M., Moser, A., Serra-Burriel, M., Ballouz, T., Menges, D., Frei, A., & Puhan, M. A. (2021). Drivers of acceptance of COVID-19 proximity tracing apps in Switzerland: Panel survey analysis. JMIR Public Health and Surveillance, 7(1), e25701.CrossRef
Zurück zum Zitat Wen, H., Zhao, Q., Lin, Z., Xuan, D., & Shroff, N. (2020). A study of the privacy of COVID-19 contact tracing apps. In N. Park, K. Sun, S. Foresti, K. Butler, & N. Saxena (Eds.), Security and privacy in communication networks (pp. 297–317). Springer International Publishing.CrossRef Wen, H., Zhao, Q., Lin, Z., Xuan, D., & Shroff, N. (2020). A study of the privacy of COVID-19 contact tracing apps. In N. Park, K. Sun, S. Foresti, K. Butler, & N. Saxena (Eds.), Security and privacy in communication networks (pp. 297–317). Springer International Publishing.CrossRef
Zurück zum Zitat White, L., & van Basshuysen, P. (2021a). Privacy versus public health? A reassessment of centralised and decentralised digital contact tracing. Science and Engineering Ethics, 27(2), 23.CrossRef White, L., & van Basshuysen, P. (2021a). Privacy versus public health? A reassessment of centralised and decentralised digital contact tracing. Science and Engineering Ethics, 27(2), 23.CrossRef
Zurück zum Zitat White, L., & Van Basshuysen, P. (2021b). Without a trace: Why did corona apps fail? Journal of Medical Ethics, 47, 1–4.CrossRef White, L., & Van Basshuysen, P. (2021b). Without a trace: Why did corona apps fail? Journal of Medical Ethics, 47, 1–4.CrossRef
Zurück zum Zitat World Health Organization. (2020). Ethical considerations to guide the use of digital proximity trackin technologies for COVID-19 contact tracing. World Health Organization. (2020). Ethical considerations to guide the use of digital proximity trackin technologies for COVID-19 contact tracing.
Zurück zum Zitat Zastrow, M. (2020). Coronavirus contact-tracing apps: Can they slow the spread of COVID-19? Nature. Zastrow, M. (2020). Coronavirus contact-tracing apps: Can they slow the spread of COVID-19? Nature.
Zurück zum Zitat Zimmermann, B. M., Fiske, A., Prainsack, B., Hangel, N., McLennan, S., & Buyx, A. (2021). Early perceptions of COVID-19 contact tracing apps in German-speaking countries: Comparative mixed methods study. Journal of Medical Internet Research, 23(2), e25525.CrossRef Zimmermann, B. M., Fiske, A., Prainsack, B., Hangel, N., McLennan, S., & Buyx, A. (2021). Early perceptions of COVID-19 contact tracing apps in German-speaking countries: Comparative mixed methods study. Journal of Medical Internet Research, 23(2), e25525.CrossRef
Metadaten
Titel
Tracing app technology: an ethical review in the COVID-19 era and directions for post-COVID-19
verfasst von
Saleh Afroogh
Amir Esmalian
Ali Mostafavi
Ali Akbari
Kambiz Rasoulkhani
Shahriar Esmaeili
Ehsan Hajiramezanali
Publikationsdatum
01.09.2022
Verlag
Springer Netherlands
Erschienen in
Ethics and Information Technology / Ausgabe 3/2022
Print ISSN: 1388-1957
Elektronische ISSN: 1572-8439
DOI
https://doi.org/10.1007/s10676-022-09659-6

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