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Data Management and Privacy Policy of COVID-19 Contact-Tracing Apps: Systematic Review and Content Analysis

https://doi.org/10.2196/35195
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/14651858.cd013699openalex-snapshot
Digital contact tracing technologies in epidemics: a rapid review
inferredcites →https://doi.org/10.1002/hpja.333openalex-snapshot
COVID‐19: Vulnerability and the power of privilege in a pandemic
inferredcites →https://doi.org/10.1007/978-3-030-63086-7_17openalex-snapshot
A Study of the Privacy of COVID-19 Contact Tracing Apps
inferredcites →https://doi.org/10.1007/978-3-030-90022-9openalex-snapshot
Security and Privacy in Communication Networks
inferredcites →https://doi.org/10.1007/978-981-15-7317-0_19openalex-snapshot
Use of Mobile Phone Apps for Contact Tracing to Control the COVID-19 Pandemic: A Literature Review
inferredcites →https://doi.org/10.1007/s10654-020-00660-1openalex-snapshot
Long-term strategies to control COVID-19 in low and middle-income countries: an options overview of community-based, non-pharmacological interventions
inferredcites →https://doi.org/10.1007/s10916-020-01633-3openalex-snapshot
A Systematic Review of Smartphone Applications Available for Corona Virus Disease 2019 (COVID19) and the Assessment of their Quality Using the Mobile Application Rating Scale (MARS)
inferredcites →https://doi.org/10.1016/j.compbiomed.2021.104787openalex-snapshot
A survey of COVID-19 contact-tracing apps
inferredcites →https://doi.org/10.1016/j.gloepi.2023.100103openalex-snapshot
Effective contact tracing for COVID-19: A systematic review
inferredcites →https://doi.org/10.1016/j.ijid.2020.07.069openalex-snapshot
COVID-19 response in low- and middle-income countries: Don’t overlook the role of mobile phone communication
inferredcites →https://doi.org/10.1016/j.invent.2018.12.001openalex-snapshot
Reviewing the data security and privacy policies of mobile apps for depression
inferredcites →https://doi.org/10.1016/j.invent.2019.100243openalex-snapshot
Availability, readability, and content of privacy policies and terms of agreements of mental health apps
inferredcites →https://doi.org/10.1016/j.procs.2014.08.051openalex-snapshot
A Privacy Policy Comparison of Health and Fitness Related Mobile Applications
inferredcites →https://doi.org/10.1016/s0140-6736(20)30374-3openalex-snapshot
COVID-19: what is next for public health?
inferredcites →https://doi.org/10.1016/s0140-6736(20)30679-6openalex-snapshot
The global community needs to swiftly ramp up the response to contain COVID-19
inferredcites →https://doi.org/10.1016/s2214-109x(20)30074-7openalex-snapshot
Feasibility of controlling COVID-19 outbreaks by isolation of cases and contacts
inferredcites →https://doi.org/10.1016/s2589-7500(20)30184-9openalex-snapshot
Automated and partly automated contact tracing: a systematic review to inform the control of COVID-19
inferredcites →https://doi.org/10.1016/s2589-7500(20)30251-xopenalex-snapshot
Contact tracing: digital health on the frontline
inferredcites →https://doi.org/10.1038/d41586-020-00908-6openalex-snapshot
Share mobile and social-media data to curb COVID-19
inferredcites →https://doi.org/10.1038/d41586-021-00396-2openalex-snapshot
The coronavirus is here to stay — here’s what that means
inferredcites →https://doi.org/10.1038/s41562-020-01044-xopenalex-snapshot
Tracking and promoting the usage of a COVID-19 contact tracing app
inferredcites →https://doi.org/10.1038/s41591-020-0928-yopenalex-snapshot
Use of apps in the COVID-19 response and the loss of privacy protection
inferredcites →https://doi.org/10.1038/s41591-021-01236-6openalex-snapshot
Time to evaluate COVID-19 contact-tracing apps
inferredcites →https://doi.org/10.1093/jamia/ocab093openalex-snapshot
Usability, inclusivity, and content evaluation of COVID-19 contact tracing apps in the United States
inferredcites →https://doi.org/10.1109/access.2020.3010226openalex-snapshot
A Survey of COVID-19 Contact Tracing Apps
inferredcites →https://doi.org/10.1109/jiot.2020.3024180openalex-snapshot
A First Look at Privacy Analysis of COVID-19 Contact-Tracing Mobile Applications
inferredcites →https://doi.org/10.1109/mce.2020.3002492openalex-snapshot
Behind COVID-19 Contact Trace Apps: The Google–Apple Partnership
inferredcites →https://doi.org/10.1126/science.abb5793openalex-snapshot
Projecting the transmission dynamics of SARS-CoV-2 through the postpandemic period
inferredcites →https://doi.org/10.1126/science.abb6936openalex-snapshot
Quantifying SARS-CoV-2 transmission suggests epidemic control with digital contact tracing
inferredcites →https://doi.org/10.1136/amiajnl-2013-002605openalex-snapshot
Availability and quality of mobile health app privacy policies
inferredcites →https://doi.org/10.1136/bmj.m2472openalex-snapshot
Covid-19: UK drops its own contact tracing app to switch to Apple and Google model
inferredcites →https://doi.org/10.1145/3417113.3422186openalex-snapshot
Market-level analysis of government-backed COVID-19 contact tracing apps
inferredcites →https://doi.org/10.1145/3433174.3433610openalex-snapshot
Permission Management and User Privacy Based On Android
inferredcites →https://doi.org/10.1155/2020/8851429openalex-snapshot
Demystifying COVID-19 Digital Contact Tracing: A Survey on Frameworks and Mobile Apps
inferredcites →https://doi.org/10.1186/1472-6947-12-35openalex-snapshot
Leveraging H1N1 infection transmission modeling with proximity sensor microdata
inferredcites →https://doi.org/10.1186/s12879-019-4354-zopenalex-snapshot
Use of a mobile application for Ebola contact tracing and monitoring in northern Sierra Leone: a proof-of-concept study
inferredcites →https://doi.org/10.1186/s12916-015-0444-yopenalex-snapshot
Unaddressed privacy risks in accredited health and wellness apps: a cross-sectional systematic assessment
inferredcites →https://doi.org/10.1186/s12966-016-0359-9openalex-snapshot
A review and content analysis of engagement, functionality, aesthetics, information quality, and change techniques in the most popular commercial apps for weight management
inferredcites →https://doi.org/10.1186/s41256-020-00164-1openalex-snapshot
Digital technology applications for contact tracing: the new promise for COVID-19 and beyond?
inferredcites →https://doi.org/10.15557/pimr.2020.0005openalex-snapshot
Contact tracing in the context of COVID-19. Interim guidance
inferredcites →https://doi.org/10.2139/ssrn.2231667openalex-snapshot
Privacy Trust Framework
inferredcites →https://doi.org/10.2196/18936openalex-snapshot
Peer-to-Peer Contact Tracing: Development of a Privacy-Preserving Smartphone App
inferredcites →https://doi.org/10.2196/19284openalex-snapshot
Digital Health Strategies to Fight COVID-19 Worldwide: Challenges, Recommendations, and a Call for Papers
inferredcites →https://doi.org/10.2196/19796openalex-snapshot
Mobile Health Apps on COVID-19 Launched in the Early Days of the Pandemic: Content Analysis and Review
inferredcites →https://doi.org/10.2196/19857openalex-snapshot
Acceptability of App-Based Contact Tracing for COVID-19: Cross-Country Survey Study
inferredcites →https://doi.org/10.2196/20334openalex-snapshot
Features and Functionalities of Smartphone Apps Related to COVID-19: Systematic Search in App Stores and Content Analysis
inferredcites →https://doi.org/10.2196/21572openalex-snapshot
COVID-19 Contact-Tracing Apps: Analysis of the Readability of Privacy Policies
inferredcites →https://doi.org/10.2196/23170openalex-snapshot
COVID-19 Mobile Apps: A Systematic Review of the Literature
inferredcites →https://doi.org/10.2196/23467openalex-snapshot
Technology, Privacy, and User Opinions of COVID-19 Mobile Apps for Contact Tracing: Systematic Search and Content Analysis
inferredcites →https://doi.org/10.2196/25726openalex-snapshot
Adoption of COVID-19 Contact Tracing Apps: A Balance Between Privacy and Effectiveness
inferredcites →https://doi.org/10.2196/25893openalex-snapshot
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
inferredcites →https://doi.org/10.2196/mhealth.7626openalex-snapshot
Privacy Policies for Apps Targeted Toward Youth: Descriptive Analysis of Readability
inferredcites →https://doi.org/10.2307/j.ctv1b0fw7c.12openalex-snapshot
Exodus
inferredcites →https://doi.org/10.31234/osf.io/qe9b6openalex-snapshot
SCOPING REVIEW OF MOBILE PHONE APP UPTAKE AND ENGAGEMENT TO INFORM DIGITAL CONTACT TRACING TOOLS FOR COVID-19
inferredcites →https://doi.org/10.3390/app10207113openalex-snapshot
Evaluating the Effectiveness of COVID-19 Bluetooth-Based Smartphone Contact Tracing Applications
inferredcites →https://doi.org/10.3390/ijerph17082906openalex-snapshot
The Use of Digital Health in the Detection and Management of COVID-19
inferredcites →https://doi.org/10.37307/j.2196-9817.2020.05.06openalex-snapshot
Interoperability of contact tracing apps in EU and data protection law implications
inferredcites →https://doi.org/10.4236/jis.2019.102004openalex-snapshot
Associated Risks in Mobile Applications Permissions
inferredcites →https://doi.org/10.48550/arxiv.2003.11511openalex-snapshot
Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs
inferredcites →https://doi.org/10.48550/arxiv.2005.03599openalex-snapshot
COVID-19 Contact-tracing Apps: a Survey on the Global Deployment and Challenges

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/int.23061openalex-snapshot
Machine learning algorithms for smart and intelligent healthcare system in Society 5.0
inferred← citeshttps://doi.org/10.1007/s41347-025-00541-yopenalex-snapshot
Designing a Digital Health Intervention Using Protection Motivation Theory: A Design Science Research
inferred← citeshttps://doi.org/10.1007/s44206-024-00131-0openalex-snapshot
State of Exception or the New Normal? An Evaluation of Pandemic Tracking Technologies and Their Implications for Citizenship
inferred← citeshttps://doi.org/10.1016/j.imu.2025.101694openalex-snapshot
Cross-national survey on the termination of Digital Contact Tracing apps: Have we killed the goose that lays the golden eggs?
inferred← citeshttps://doi.org/10.1016/j.mcpdig.2023.04.005openalex-snapshot
A New Health Care Paradigm: The Power of Digital Health and E-Patients
inferred← citeshttps://doi.org/10.1016/j.tele.2026.102401openalex-snapshot
Three models of big data governance: A comparative analysis of privacy policies of contact tracing apps in China, Singapore, and Germany
inferred← citeshttps://doi.org/10.1093/jamia/ocag154openalex-snapshot
What do we assess when we assess mHealth app privacy and security? A rapid scoping review of mHealth app privacy instruments
inferred← citeshttps://doi.org/10.1097/cin.0000000000001045openalex-snapshot
Evaluation of Mobile Health Cycle Tracking Applications Privacy, Security, and Data Sharing Practices
inferred← citeshttps://doi.org/10.1109/access.2024.3485706openalex-snapshot
A Survey on Android Malware Detection Techniques Using Supervised Machine Learning
inferred← citeshttps://doi.org/10.1109/pst58708.2023.10320181openalex-snapshot
Transparency in App Analytics: Analyzing the Collection of User Interaction Data
inferred← citeshttps://doi.org/10.1177/20552076231205280openalex-snapshot
Tackling the COVID-19 infodemic among Syrian refugees in Lebanon: Development and evaluation of the “Wikaytek” tool
inferred← citeshttps://doi.org/10.1177/20552076241239171openalex-snapshot
Scoping review of data privacy risks in COVID-19 apps with digital vaccination certifications
inferred← citeshttps://doi.org/10.1186/s13690-026-01839-wopenalex-snapshot
Personal medical data protection of mobile pharmacy apps in China 2025: scale development and content analysis
inferred← citeshttps://doi.org/10.1186/s44247-025-00189-xopenalex-snapshot
Digital symptom checkers for COVID-19: a scoping review and pilot study of the ENTIRE quality appraisal tool for health informatics studies
inferred← citeshttps://doi.org/10.2196/41937openalex-snapshot
An Assessment of Perspectives and Concerns Among Research Participants of Childbearing Age Regarding the Health-Relatedness of Data, Online Data Privacy, and Donating Data to Researchers: Survey Study
inferred← citeshttps://doi.org/10.2196/48714openalex-snapshot
Personal Information Protection and Privacy Policy Compliance of Health Code Apps in China: Scale Development and Content Analysis
inferred← citeshttps://doi.org/10.2196/66762openalex-snapshot
Quality and Privacy Policy Compliance of Mental Health Care Apps in China: Cross-Sectional Evaluation Study
inferred← citeshttps://doi.org/10.2196/71951openalex-snapshot
Context-Contingent Privacy Concerns and Exploration of the Privacy Paradox in the Age of AI, Augmented Reality, Big Data, and the Internet of Things: Systematic Review
inferred← citeshttps://doi.org/10.2196/73651openalex-snapshot
Privacy Policy Compliance of Mobile Sports and Health Apps in China: Scale Development, Data Analysis, and Prospects for Regulatory Reform
inferred← citeshttps://doi.org/10.2196/preprints.48714openalex-snapshot
Balancing Public Health and Personal Information Protection: Challenges and Crossroads of Health Code Apps in China (Preprint)
inferred← citeshttps://doi.org/10.26634/jcs.14.2.22706openalex-snapshot
A hybrid digital shield: An integrated cellular-CCTV contact tracing in Zimbabwe and other resource-constrained settings
inferred← citeshttps://doi.org/10.3233/shti230765openalex-snapshot
Enhancing Women’s Health: An Assessment of Data Privacy and Security of Menopause FemTech Applications
inferred← citeshttps://doi.org/10.3389/fpubh.2026.1901627openalex-snapshot
Privacy policies for FDA-authorized or FDA-recognized digital therapeutics impose high digital health literacy demands: a cross-sectional analysis
inferred← citeshttps://doi.org/10.3390/engproc2026143005openalex-snapshot
Artificial Intelligence-Enhanced Contactless Screening Kiosks: Leveraging Machine Learning for Infectious Disease Detection and Mitigation
inferred← citeshttps://doi.org/10.3390/healthcare11060875openalex-snapshot
Ten Years of TeleHealth and Digital Healthcare: Where Are We?
inferred← citeshttps://doi.org/10.3390/ijerph192114318openalex-snapshot
The German COVID-19 Digital Contact Tracing App: A Socioeconomic Evaluation
inferred← citeshttps://doi.org/10.3390/journalmedia7040209openalex-snapshot
The Role of Media in Shaping Pandemic Response and Public Behavior: A Perspective from the Post-Pandemic Era
inferred← citeshttps://doi.org/10.3390/s22228964openalex-snapshot
Do the Right Thing: A Privacy Policy Adherence Analysis of over Two Million Apps in Apple iOS App Store
inferred← citeshttps://doi.org/10.35301/ksme.2026.29.1.1openalex-snapshot
When Public Health Overrides Private Healing: Ethical Dilemmas in Pandemic-Era Isolation and the Right to Treatment
inferred← citeshttps://doi.org/10.36128/priw.vi44.603openalex-snapshot
Enabling Society 5.0 through COVID-19 Digital Transformation, New Data Ecosystems, and Sustainability. Post-pandemic Legal Reflections
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