Governing a Pandemic with Data on the Contactless Path to AI: Personal Data, Public Health, and the Digital Divide in South Korea, Europe and the United States in Tracking of COVID-19

Abstract

Abeler, J. et al. (2020) ‘COVID-19 Contact Tracing and Data Protection Can Go Together’, JMIR mHealth and uHealth, 8(4), p. e19359. doi: 10.2196/19359.

Abueg, M. et al. (2020) Modeling the combined effect of digital exposure notification and non-pharmaceutical interventions on the COVID-19 epidemic in Washington state. preprint. Epidemiology. doi: 10.1101/2020.08.29.20184135.

Almeida, B. de A. et al. (2020) ‘Personal data usage and privacy considerations in the COVID-19 global pandemic’, Ciência & Saúde Coletiva, 25(suppl 1), pp. 2487–2492. doi: 10.1590/1413-81232020256.1.11792020.

Altmann, S. et al. (2020) ‘Acceptability of App-Based Contact Tracing for COVID-19: Cross-Country Survey Study’, JMIR mHealth and uHealth, 8(8), p. e19857. doi: 10.2196/19857.

Application TousAntiCovid (no date). Available at: https://www.gouvernement.fr/info-coronavirus/tousanticovid.

Arakpogun, E. O. et al. (2020) ‘Digital contact-tracing and pandemics: Institutional and technological preparedness in Africa’, World Development, 136, p. 105105. doi: 10.1016/j.worlddev.2020.105105.

Bassi, A. et al. (2020) ‘An overview of mobile applications (apps) to support the coronavirus disease-2019 response in India’, Indian Journal of Medical Research, 0(0), p. 0. doi: 10.4103/ijmr.IJMR_1200_20.

Benke, K. and Benke, G. (2018) ‘Artificial Intelligence and Big Data in Public Health’, International Journal of Environmental Research and Public Health, 15(12), p. 2796. doi: 10.3390/ijerph15122796.

Böhmer, M. M. et al. (2020) ‘Investigation of a COVID-19 outbreak in Germany resulting from a single travel-associated primary case: a case series’, The Lancet Infectious Diseases, 20(8), pp. 920–928. doi: 10.1016/S1473-3099(20)30314-5.

Bradford, L., Aboy, M. and Liddell, K. (2020) ‘COVID-19 contact tracing apps: a stress test for privacy, the GDPR, and data protection regimes’, Journal of Law and the Biosciences, 7(1), p. lsaa034. doi: 10.1093/jlb/lsaa034.

Brandom, R. (2020) ‘Answering the 12 Biggest Questions about Apple and Google’s New Coronavirus Tracking Project’, The Verge, 11 April. Available at: https://www.theverge.com/2020/4/11/21216803/apple-google-coronavirus-tracking-app-covid-bluetooth-secure.

Braun, M. and Hummel, P. (2020) ‘Contact-tracing apps: contested answers to ethical questions’, Nature, 583(7816), pp. 360–360. doi: 10.1038/d41586-020-02084-z.

Bruns, D. P., Kraguljac, N. V. and Bruns, T. R. (2020) ‘COVID-19: Facts, Cultural Considerations, and Risk of Stigmatization’, Journal of Transcultural Nursing, 31(4), pp. 326–332. doi: 10.1177/1043659620917724.

Busvine, D. and Rinke, A. (2020a) ‘Germany at odds with Apple on smartphone coronavirus contact tracing’, Reuters, 23 April. Available at: https://www.reuters.com/article/us-health-coronavirus-europe-tech/germany-at-odds-with-apple-on-smartphone-coronavirus-contact-tracing-idUSKCN2251MR.

Busvine, D. and Rinke, A. (2020b) ‘Germany flips to Apple-Google approach on smartphone contact tracing’, Reuters, 26 April. Available at: https://www.reuters.com/article/us-health-coronavirus-europe-tech/germany-flips-to-apple-google-approach-on-smartphone-contact-tracing-idUSKCN22807J.

Chan, H. (2020) ‘Pervasive personal data collection at the heart of South Korea’s COVID-19 success may not translate’, Thompson Reuters Blog, 26 March. Available at: https://blogs.thomsonreuters.com/answerson/south-korea-covid-19-data-privacy/.

Chen, C.-M. et al. (2020) ‘Containing COVID-19 Among 627,386 Persons in Contact With the Diamond Princess Cruise Ship Passengers Who Disembarked in Taiwan: Big Data Analytics’, Journal of Medical Internet Research, 22(5), p. e19540. doi: 10.2196/19540.

Chen, W. J. et al. (2020) ‘Development of a semi-structured, multifaceted, computer-aided questionnaire for outbreak investigation: e-Outbreak Platform’, Biomedical Journal, p. S2319417020300949. doi: 10.1016/j.bj.2020.06.007.

CISION PR Newswire (2020) ‘YouGov survey finds 80% of data-driven businesses claim they have a critical advantage as impact of pandemic continues’, 12 November. Available at: https://www.prnewswire.co.uk/news-releases/yougov-survey-finds-80-of-data-driven-businesses-claim-they-have-a-critical-advantage-as-impact-of-pandemic-continues-814089090.html.

Ciucci, M. and Gouardères, F. (2020) National COVID-19 contact tracing apps. Briefing: ITRE in Focus PE 652.711. Policy

Department for Economic, Scientific and Quality of Life Policies, Directorate-General for Internal Policies, European Parliament.

Clover, J. (2020) ‘California’s Exposure Notification System Rolling Out on iPhone Thursday’, MacRumors, 7 December. Available at: https://www.macrumors.com/2020/12/07/california-exposure-notification-system-launching/.

Coghlan, S., Cheong, M. and Coghlan, B. (2020) ‘Tracking, tracing, trust: contemplating mitigating the impact of COVID‐19 through technological interventions’, Medical Journal of Australia, 213(2), p. 94. doi: 10.5694/mja2.50680.

Collado-Borrell, R. et al. (2020) ‘Features and Functionalities of Smartphone Apps Related to COVID-19: Systematic Search in App Stores and Content Analysis’, Journal of Medical Internet Research, 22(8), p. e20334. doi: 10.2196/20334.

Council of the European Union (2020a) Proposal for a Regulation of the European Parliament and of the Council concerning the respect for private life and the protection of personal data in electronic communications and repealing Directive 2002/58/EC (Regulation on Privacy and Electronic Communications). Presidency discussion paper 9243/20. Brussels. Available at: https://data.consilium.europa.eu/doc/document/ST-9243-2020-INIT/en/pdf.

Council of the European Union (2020b) Proposal for a Regulation of the European Parliament and of the Council concerning the respect for private life and the protection of personal data in electronic communications and repealing Directive 2002/58/EC (Regulation on Privacy and Electronic Communications). Progress report 12891/20. Brussels. Available at: https://data.consilium.europa.eu/doc/document/ST-12891-2020-INIT/en/pdf.

Criddle, C. and Kelion, L. (2020) ‘Coronavirus contact-tracing: World split between two types of app’, BBC News, 7 May. Available at: https://www.bbc.com/news/technology-52355028.

Denley, A., Foulsham, M. and Hitchen, B. (2019) GDPR: how to achieve and maintain compliance.

Drozdiak, N., Lee, Y. and De Vynck, G. (2020) ‘Contact-Tracing Apps Aren’t the Technology Panacea People Hoped’, Bloomberg Businessweek, 30 June. Available at: https://www.bloomberg.com/news/articles/2020-06-30/why-coronavirus-contact-tracing-apps-aren-t-ending-the-pandemic?utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_medium=social&utm_content=business&utm_source=twitter.

DW News (2020) ‘Germany pivots to decentralized contact tracing app’, Deutsche Welle, 5 May. Available at: https://www.dw.com/en/germany-pivots-to-decentralized-contact-tracing-app/av-53343220.

DW News (no date) ‘Germany launches “best” coronavirus tracing app’, Deutsche Welle. Available at: https://p.dw.com/p/3dqOb.

Ekong, I., Chukwu, E. and Chukwu, M. (2020) ‘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), p. e19139. doi: 10.2196/19139.

Etherington, D. (2020a) ‘Apple and Google launch exposure notification API, enabling public health authorities to release apps’, TechCrunch, 21 May. Available at: https://techcrunch.com/2020/05/20/apple-and-google-launch-exposure-notification-api-enabling-public-health-authorities-to-release-apps/?

guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAKgKqhYWPFYLXeSin0r73Ix0L3ZtkZgVc3jPORIe1heJITiVi3X2uM4F_LJElEiaA3qiTDjeRmeUXWwOS4WNyXf3o8d4Zdp32sWiWpl_b9nNERz-3pA6y0tfj6vfdeZL-K1aJ5KNM2mzImn652UJjO9Z8JXsAiE1vPWPNn02rzco.

Etherington, D. (2020b) ‘California’s CA Notify app to offer statewide exposure notification using Apple and Google’s framework’, TechCrunch, 8 December. Available at: https://techcrunch.com/2020/12/07/californias-ca-notify-app-to-offer-statewide-exposure-notification-using-apple-and-googles-framework/.

EU GDPR & EU-U.S. PRIVACY SHIELD; A POCKET GUIDE, SECOND EDITION (2019). Place of publication not identified: IT GOVERNANCE Publishing.

Europäische Union and Europarat (eds) (2018) Handbook on European data protection law (2018 Edition). 2018 edition. Luxembourg: Publications Office of the European Union (Handbook / FRA, European Union Agency for Fundamental Rights).

European Commission (2019a) General Data Protection Regulation: one year on. Press release. European Commission. Available at: https://ec.europa.eu/commission/presscorner/detail/en/IP_19_2610.

European Commission (2019b) General Data Protection Regulation shows results, but work needs to continue. Press release. European Commission. Available at: https://ec.europa.eu/commission/presscorner/detail/en/IP_19_4449.

European Parliament (2020) ‘P9_TA (2020)0054: EU coordinated action to combat the COVID-19 pandemic and its consequences European Parliament resolution of 17 April 2020 on EU coordinated action to combat the COVID-19 pandemic and its consequences (2020/2616(RSP))’. Available at: https://www.europarl.europa.eu/doceo/document/TA-9-2020-0054_EN.pdf.

Farrell, H. and Newman, A. (2019) Of Privacy and Power: The Transatlantic Struggle over Freedom and Security. Princeton, New Jersey: Princeton University Press.

Fateh-Moghadam, P. et al. (2020) Contact tracing during Phase I of the COVID-19 pandemic in the Province of Trento, Italy: key findings and recommendations. preprint. Epidemiology. doi: 10.1101/2020.07.16.20127357.

Ferretti, L. et al. (2020) ‘Quantifying SARS-CoV-2 transmission suggests epidemic control with digital contact tracing’, Science, 368(6491), p. eabb6936. doi: 10.1126/science.abb6936.

Fouquet, H. (2020) ‘France Says Apple Bluetooth Policy Is Blocking Virus Tracker’, Bloomberg, 21 April. Available at: https://www.bloomberg.com/news/articles/2020-04-20/france-says-apple-s-bluetooth-policy-is-blocking-virus-tracker.

France 24 with AFP (2020) ‘France’s Covid-19 tracing app fails to engage, chalking up roughly 1.5 million users’, 23 June. Available at: https://www.france24.com/en/20200623-france-s-covid-19-tracing-app-fails-to-engage-chalking-up-roughly-1-5-million-users.

Fubini, F. and Pennisi, M. (2020) ‘Immuni, Luca Ferrari (Bending Spoons): «Per noi nessun guadagno, fiducia e privacy sono fondamentali»’, Corriere Della Sera Tecnologia, 22 April. Available at: https://www.corriere.it/tecnologia/20_aprile_22/luca-ferrari-bending-spoons-su-immuni-nessun-guadagno-fiducia-privacy-sono-fondamentali-3dc9cf52-84cf-11ea-8d8e-1dff96ef3536.shtml.

Garante per la Protezione dei Dati Personali (2020) ‘Coronavirus: No do-it-yourself (DIY) data collection, says the Italian DPA’. Garante per la Protezione dei Dati Personali. Available at: https://www.garanteprivacy.it/web/guest/home/docweb/-/docweb-display/docweb/9282117#1.

Gim, J. et al. (2018) Yureop jeongchiron (유럽정치론 = European politics). Seoul: Pagyŏngsa.

Giordano, G. et al. (2020) ‘Modelling the COVID-19 epidemic and implementation of population-wide interventions in Italy’, Nature Medicine, 26(6), pp. 855–860. doi: 10.1038/s41591-020-0883-7.

Godlee, F. (2020) ‘Covid-19: Testing testing’, BMJ, p. m1918. doi: 10.1136/bmj.m1918.

Google, A. (no date a) Exposure Notifications: Using technology to help public health authorities fight COVID 19. Available at: https://www.google.com/covid19/exposurenotifications/.

Google, A. (no date b) Privacy-Preserving Contact Tracing by Google and Apple. Available at: https://covid19.apple.com/contacttracing.

Greer, S. et al. (2021) Coronavirus Politics: The Comparative Politics and Policy of COVID-19. Ann Arbor, MI: University of Michigan Press. doi: 10.3998/mpub.11927713.

Guillon, M. and Kergall, P. (2020) ‘Attitudes and opinions on quarantine and support for a contact-tracing application in France during the COVID-19 outbreak’, Public Health, 188, pp. 21–31. doi: 10.1016/j.puhe.2020.08.026.

Hendl, T., Chung, R. and Wild, V. (2020) ‘Pandemic Surveillance and Racialized Subpopulations: Mitigating Vulnerabilities in COVID-19 Apps’, Journal of Bioethical Inquiry. doi: 10.1007/s11673-020-10034-7.

Hern, A. (2020) ‘France urges Apple and Google to ease privacy rules on contact tracing’, The Guardian, 21 April. Available at: https://www.theguardian.com/world/2020/apr/21/france-apple-google-privacy-contact-tracing-coronavirus.

Iacoboni, J. (2020) ‘Is it Safe? The Immuni App Digital Surveillance during the Coronavirus Pandemic’, Byline Times, 1 May. Available at: https://bylinetimes.com/2020/05/01/is-it-safe-the-immuni-app-digital-surveillance-during-the-coronavirus-pandemic/.

IMD (2020) IMD World Digital Competitiveness Ranking 2020. Institute for Management Development. Available at: https://www.imd.org/wcc/world-competitiveness-center-rankings/world-digital-competitiveness-rankings-2020/.

Ince, D. (2019) A dictionary of the Internet. Available at: https://www.oxfordreference.com/view/10.1093/acref/9780191884276.001.0001/acref-9780191884276 (Accessed: 10 June 2020).

Infectious Disease Control and Prevention Act (2020). Available at: https://elaw.klri.re.kr/kor_service/lawView.do?hseq=53530&lang=ENG.

Information Commissioner’s Office (2019) Guide to the GDPR.

Jian, S.-W. et al. (2020) ‘Contact tracing with digital assistance in Taiwan’s COVID-19 outbreak response’, International Journal of Infectious Diseases, 101, pp. 348–352. doi: 10.1016/j.ijid.2020.09.1483.

Kahn, J. (2020) Digital contact tracing for pandemic response: ethics and governance guidance. Baltimore: Johns Hopkins University Press.

Kaspar, K. (2020) ‘Motivations for Social Distancing and App Use as Complementary Measures to Combat the COVID-19 Pandemic: Quantitative Survey Study’, Journal of Medical Internet Research, 22(8), p. e21613. doi: 10.2196/21613.

Kim, H and Korea Artificial Intelligence Association. (2019) In'gong chinŭng kwa pŏp (Artificial Intelligence and Law = 인공지능과 법).

Kim, H.-K. (2020) ‘Samsung helps reduce faulty test-kits amid

virus outbreak’, Dong-a Ilbo, 11 June. Available at: https://www.donga.com/en/article/all/20200611/2088320/1/Samsung-helps-reduce-faulty-testing-kits-amid-virus-outbreak.

Kim, M. et al. (2020) ‘Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea’, in Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. KDD ’20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event CA USA: ACM, pp. 3466–3473. doi: 10.1145/3394486.3412864.

Kleinman, R. A. and Merkel, C. (2020) ‘Digital contact tracing for COVID-19’, Canadian Medical Association Journal, 192(24), pp. E653–E656. doi: 10.1503/cmaj.200922.

Klenk, M. and Duijf, H. (2020) ‘Ethics of digital contact tracing and COVID-19: who is (not) free to go?’, Ethics and Information Technology. doi: 10.1007/s10676-020-09544-0.

Kretzschmar, M. E. et al. (2020) ‘Impact of delays on effectiveness of contact tracing strategies for COVID-19: a modelling study’, The Lancet Public Health, 5(8), pp. e452–e459. doi: 10.1016/S2468-2667(20)30157-2.

KTV YouTube Channel (2020a) KOREA COVID-19 Smart Management System. Available at: https://www.youtube.com/watch?v=_sjUtzwDiYQ&t=1s.

KTV YouTube Channel (2020b) MOLIT & KCDC Online Briefing on COVID-19 Smart Management System (translated). Available at: https://www.youtube.com/watch?v=C9o_HGN6v8E.

Lee, D. and Lee, J. (2020) ‘Testing on the move: South Korea’s rapid response to the COVID-19 pandemic’, Transportation Research Interdisciplinary Perspectives, 5, p. 100111. doi: 10.1016/j.trip.2020.100111.

Leith, D. J. and Farrell, S. (2020) ‘Measurement-based evaluation of Google/Apple Exposure Notification API for proximity detection in a light-rail tram’, PLOS ONE. Edited by J. Soldani, 15(9), p. e0239943. doi: 10.1371/journal.pone.0239943.

Lenert, L. and McSwain, B. Y. (2020) ‘Balancing health privacy, health information exchange, and research in the context of the COVID-19 pandemic’, Journal of the American Medical Informatics Association, 27(6), pp. 963–966. doi: 10.1093/jamia/ocaa039.

Lomas, N. (2020) ‘Europe’s PEPP-PT COVID-19 contacts tracing standard push could be squaring up for a fight with Apple and Google’, TechCrunch, 18 April. Available at: https://techcrunch.com/2020/04/17/europes-pepp-pt-covid-19-contacts-tracing-standard-push-could-be-squaring-up-for-a-fight-with-apple-and-google/.

Lovejoy, B. (2020) ‘German contact tracing app using Apple/Google API to launch this week’, 15 June. Available at: https://9to5mac.com/2020/06/15/german-contact-tracing-app/.

Lucivero, F. et al. (2020) ‘COVID-19 and Contact Tracing Apps: Ethical Challenges for a Social Experiment on a Global Scale’, Journal of Bioethical Inquiry. doi: 10.1007/s11673-020-10016-9.

Majeed, A. et al. (2020) ‘Can the UK emulate the South Korean approach to covid-19?’, BMJ, p. m2084. doi: 10.1136/bmj.m2084.

Malgieri, G. (2020) ‘The Italian COVID-19 Exposure Alert App: history and legal issues of “Immuni”’, BlogDroitEuropéen, 17 July. Available at: https://blogdroiteuropeen.com/2020/07/17/the-italian-covid-19-exposure-alert-app-history-and-legal-issues-of-immuni-by-gianclaudio-malgieri/.

Manancourt, V. (2020) ‘Coronavirus tests Europe’s resolve on privacy’, 10 March. Available at: https://www.politico.eu/article/coronavirus-tests-europe-resolve-on-privacy-tracking-apps-germany-italy/.

Mandić-Rajčević, S. et al. (2020) Contact tracing and isolation of asymptomatic spreaders to successfully control the COVID-19 epidemic among healthcare workers in Milan (Italy). preprint. Occupational and Environmental Health. doi: 10.1101/2020.05.03.20082818.

Marino, A. (2021) ‘Immuni arriva sull’AppGallery di Huawei: Gli smartphone supportati’, 30 January. Available at: https://tech.everyeye.it/notizie/immuni-arriva-sull-appgallery-huawei-smartphone-supportati-496261.html.

Martinez-Martin, N. et al. (2020) ‘Digital Contact Tracing, Privacy, and Public Health’, Hastings Center Report, 50(3), pp. 43–46. doi: 10.1002/hast.1131.

Ministro per l’innovazione Technologica e la Digitalizzazione (2020) ‘Nasce la task force italiana per l’utilizzo dei dati contro l’emergenza Covid-19’. Available at: https://innovazione.gov.it/nasce-la-task-force-italiana-per-l-utilizzo-dei-dati-contro-l-emergenza-covid-19/.

Morley, J. et al. (2020) ‘Ethical guidelines for COVID-19 tracing apps’, Nature, 582(7810), pp. 29–31. doi: 10.1038/d41586-020-01578-0.

Nachega, J. B. et al. (2020) ‘From Easing Lockdowns to Scaling-Up Community-Based COVID-19 Screening, Testing, and Contact Tracing in Africa – Shared Approaches, Innovations, and Challenges to Minimize Morbidity and Mortality’, Clinical Infectious Diseases, p. ciaa695. doi: 10.1093/cid/ciaa695.

zur Nedden, C. (2020) ‘Vorbild Südkorea kämpft plötzlich mit der dritten Welle’, Die Welt, 10 December. Available at: https://www.welt.de/politik/ausland/plus222186456/Covid-19-Kriegsgebiet-Vorbild-Suedkorea-kaempft-ploetzlich-mit-der-dritten-Welle.html.

Newton, C. (2020) ‘Why countries keep bowing to Apple and Google’s contact tracing app requirements: They who make the hardware make the rules’, The Verge, 8 May. Available at: https://www.theverge.com/interface/2020/5/8/21250744/apple-google-contact-tracing-england-germany-exposure-notification-india-privacy.

Nijsingh, N., van Bergen, A. and Wild, V. (2020) ‘Applying a Precautionary Approach to Mobile Contact Tracing for COVID-19: The Value of Reversibility’, Journal of Bioethical Inquiry. doi: 10.1007/s11673-020-10004-z.

Oliver, N. et al. (2020) ‘Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle’, Science Advances, 6(23), p. eabc0764. doi: 10.1126/sciadv.abc0764.

Otonomo (2020) What European Consumers Think about Connected Car Data and Privacy: A Consumer Survey Conducted by Otonomo and SBD Automotive. Available at: https://f.hubspotusercontent20.net/hubfs/7111373/PDF/OOOO_SBDSurvey.pdf?utm_campaign=asset-sbd-eu-consumer-survey-report&utm_medium=email&_hsmi=92503785&_hsenc=p2ANqtz-_bNBvM7BXCaIzDCB0x-FyUfxl8EFBcjHiLIzo3fjKGcKviQnzhYEUL_DYaBJCzp_UZqB5Z1Q1Ujrqn-_ie3O3t7D1pwQ&utm_content=92503785&utm_source=hs_automation.

OXFORD UNIVERSITY RESEARCH TEAM SUPPORT LAUNCH OF THE

NHS COVID-19 CONTACT TRACING APP (2020). Available at: https://www.coronavirus-fraser-group.org/mobile-app.

Park, J, and Chung, E. 2021. “Learning from Past Pandemic Governance: Early Response and Public-Private Partnerships in Testing of COVID-19 in South Korea.” World Development 137 (January): 105198. https://doi.org/10.1016/j.worlddev.2020.105198.

Park, J. 2021. “Institutions Matter in Fighting COVID-19: Public Health, Social Policies and the Control Tower in South Korea.” In Greer, S. L., King, E. J., Massard da Fonseca, E., and Peralta-Santos, A. eds., Coronavirus Politics: The Comparative Politics and Policy of COVID-19. University of Michigan Press. https://www.fulcrum.org/concern/monographs/jq085n03q.

Park, June. 2021. “Striking a Balance between Data Privacy and Public Health Safety: A South Korean Perspective, The National Bureau of Asian Research. April 29, 2021.” Commentary from The Evolving Indo-Pacific Trade Environment, The National Bureau of Asian Research.

Park, S., Choi, G. J. and Ko, H. (2020) ‘Information Technology–Based Tracing Strategy in Response to COVID-19 in South Korea—Privacy Controversies’, JAMA, 323(21), p. 2129. doi: 10.1001/jama.2020.6602.

Parker, M. J. et al. (2020) ‘Ethics of instantaneous contact tracing using mobile phone apps in the control of the COVID-19 pandemic’, Journal of Medical Ethics, p. medethics-2020-106314. doi: 10.1136/medethics-2020-106314.

Personal Information Protection Act (2013) 11990. Available at: https://www.law.go.kr/LSW/lsInfoP.do?lsiSeq=142563&viewCls=engLsInfoR&urlMode=engLsInfoR&chrClsCd=010203#0000.

Peto, J. (2020) ‘Covid-19 mass testing facilities could end the epidemic rapidly’, BMJ, p. m1163. doi: 10.1136/bmj.m1163.

Pollina, E. and Busvine, D. (2020) ‘European mobile operators share data for coronavirus fight’, Reuters, 18 March. Available at: https://www.reuters.com/article/us-health-coronavirus-europe-telecoms/european-mobile-operators-share-data-for-coronavirus-fight-idUSKBN2152C2.

Porta, M. S. et al. (eds) (2014) A dictionary of epidemiology. Sixth edition. Oxford: Oxford University Press.

‘Preserving privacy while addressing COVID-19’ (2020) The Official Microsoft Blog, 20 April. Available at: https://blogs.microsoft.com/on-the-issues/2020/04/20/privacy-covid-19-data-collection/.

Presidenza del Consiglio dei Ministri (2020) Immuni: An extra tool to fight the epidemic. Available at: https://www.immuni.italia.it.

Rahman, M. (2020) ‘Here are the countries using Google and Apple’s COVID-19 Contact Tracing API’, XDA, 28 December. Available at: https://www.xda-developers.com/google-apple-covid-19-contact-tracing-exposure-notifications-api-app-list-countries/.

Regulation (EU) 2016/679 (General Data Protection Regulation) (2018). Available at: https://gdpr-info.eu.

Reintjes, R. (2020) ‘Lessons in contact tracing from Germany’, BMJ, p. m2522. doi: 10.1136/bmj.m2522.

Robert Koch Institute, Deutsch Telekom and SAP (no date) Corona-Warn-App Open Source Project. Available at: https://www.coronawarn.app/en/.

Rush, D. and de La Bellière, M. (2016) European Motor Insurance Study: The rise of digitally-enabled motor insurance. Deloitte. Available at: https://www2.deloitte.com/content/dam/Deloitte/be/Documents/finance/European-Motor-Insurance-Study_2nd-edition_November-2016.pdf.

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. doi: 10.1007/s10676-020-09547-x.

‘Show evidence that apps for COVID-19 contact-tracing are secure and effective’ (2020) Nature, 580(7805), pp. 563–563. doi: 10.1038/d41586-020-01264-1.

Soltani, A., Calo, R. and Bergstrom, C. (2020) Contact tracing apps are not a solution to the COVID-19 crisis. Available at: https://www.brookings.edu/techstream/inaccurate-and-insecure-why-contact-tracing-apps-could-be-a-disaster/.

Takeuchi, K. (2020) ‘Japan readies for big Olympic crowds with high-tech precautions’, Nikkei Asia, 2 December. Available at: https://asia.nikkei.com/Spotlight/Tokyo-2020-Olympics/Japan-readies-for-big-Olympic-crowds-with-high-tech-precautions?fbclid=IwAR14C6XVZ3Zl_cvFJOjY--lmR2KTlBWShFXXqBEZMnZZnDzLh_QWmqKpfMw.

Team, I. P. (2017) EU General Data Protection Regulation (GDPR). Ely: IT Governance Ltd. Available at: https://public.ebookcentral.proquest.com/choice/publicfullrecord.aspx?p=5056760 (Accessed: 10 June 2020).

The Washington Post (2020) ‘U.S. government, tech industry discussing ways to use smartphone location data to combat coronavirus’, 17 March. Available at: https://www.washingtonpost.com/technology/2020/03/17/white-house-location-data-coronavirus/.

Thompson, H. (2020) ‘France to release “more interactive” StopCovid app’, The Connexion, 13 October. Available at: https://www.connexionfrance.com/French-news/France-is-to-release-more-interactive-StopCovid-app-on-October-22.

Timmer, J. (2020) ‘Google and Verily clarify their roles in the US coronavirus response’, ArsTechnica, 16 March. Available at: https://arstechnica.com/science/2020/03/google-contradicts-trump-claims-its-not-working-on-a-coronavirus-portal/.

Um, H. (2020) ‘[Special Report] Utilizing and Protecting Personal Graphic Imagery Information in the post-COVID-19 era = [특집기획] 포스트 코로나 시대의 개인영상정보 활용과 보호’, Boan News, 29 July. Available at: https://www.boannews.com/media/news_print.asp?idx=90151.

Vandamme, A.-M. and Nguyen, T. (2020) ‘Belgium — concerns about coronavirus contact-tracing apps’, Nature, 581(7809), pp. 384–384. doi: 10.1038/d41586-020-01552-w.

Vincent, J. (2020) ‘Without Apple and Google, the UK’s contact-tracing app is in trouble’, The Verge, 5 May. Available at: https://www.theverge.com/2020/5/5/21248288/uk-covid-19-contact-tracing-app-bluetooth-restrictions-apple-google.

Voigt, P. and von dem Bussche, A. (2017) The EU General Data Protection Regulation (GDPR). Cham: Springer International Publishing. doi: 10.1007/978-3-319-57959-7.

Walensky, R. P. and del Rio, C. (2020) ‘From Mitigation to Containment of the COVID-19 Pandemic: Putting the SARS-CoV-2 Genie Back in the Bottle’, JAMA, 323(19), p. 1889. doi: 10.1001/jama.2020.6572.

Watson, I. et al. (2020) ‘How this South Korean company created coronavirus test kits in three weeks’, CNN, 13 March. Available at: https://edition.cnn.com/2020/03/12/asia/coronavirus-south-korea-testing-intl-hnk/index.html.

Wetsman, N. (2020) ‘Contact Tracing Apps Promised Big and Didn’t Deliver: Emphasizing privacy makes data collection difficult’, The Verge, 11 December. Available at: https://www.theverge.com/22168473/coronavirus-contact-tracing-apps-exposure-notification-covid-google-apple.

Williams, S. N. et al. (2021) ‘Public attitudes towards COVID‐19 contact tracing apps: A UK‐based focus group study’, Health Expectations, p. hex.13179. doi: 10.1111/hex.13179.

Yap, K. Y.-L. and Xie, Q. (2020) ‘Personalizing symptom monitoring and contact tracing efforts through a COVID-19 web-app’, Infectious Diseases of Poverty, 9(1), p. 93. doi: 10.1186/s40249-020-00711-5.

Yasaka, T. M., Lehrich, B. M. and Sahyouni, R. (2020) ‘Peer-to-Peer Contact Tracing: Development of a Privacy-Preserving Smartphone App’, JMIR mHealth and uHealth, 8(4), p. e18936. doi: 10.2196/18936.

Yoon, J. (2020) Tracking the movement of confirmed patients within 10 minutes…the COVID-19 Smart Management System that grabbed the world’s attention = 10분내 확진자 동선추적…세계가 주목한 코로나 역학조사 시스템)’, Yonhap News, 10 April. Available at: https://www.yna.co.kr/view/AKR20200410149400003.