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Toward a Common Performance and Effectiveness Terminology for Digital Proximity Tracing Applications.
Wouter Lueks1, Justus Benzler2, Dan Bogdanov3
1Security and Privacy Engineering Laboratory, School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.
Digital proximity tracing (DPT) systems require clear performance and effectiveness metrics for pandemic mitigation. Evaluating DPT involves understanding its technical function, health system integration, and privacy trade-offs for optimal public health impact.
Area of Science:
- Epidemiology
- Public Health Technology
- Health Systems Research
Background:
- Digital proximity tracing (DPT) is a key tool for Sars-CoV-2 pandemic mitigation, aiming to alert users about potential exposures.
- DPT success depends on technical functionality and integration with health system processes like testing and contact tracing.
- Evaluating DPT requires distinguishing between system performance (speed, yield) and public health effectiveness.
Purpose of the Study:
- To differentiate between performance and effectiveness measures for DPT systems.
- To propose a terminology and classification system for DPT evaluation.
- To guide policymakers and DPT operators in assessing DPT's impact and optimizing its implementation.
Main Methods:
- Conceptual analysis of DPT performance and effectiveness metrics.
- Development of a classification system for DPT evaluation.
- Discussion of data requirements and integration challenges for DPT assessment.
Main Results:
- Performance and effectiveness of DPT are distinct concepts with different data needs.
- A standardized terminology and classification system can aid DPT evaluation.
- Integrating additional data into DPT apps can enhance understanding but raises privacy concerns.
Conclusions:
- Clear evaluation frameworks are crucial for understanding DPT's role in pandemic response.
- DPT system design must balance data granularity for epidemiological insights with user privacy and acceptance.
- Policymakers need to consider the trade-offs when planning and assessing DPT systems.
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