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Updated: Sep 5, 2025

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques
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Big data analytics and COVID-19 vaccine.

Fahmida Aslam1, Yang Yue1,2

  • 1International food and drug policy law and research Centre, Business school, Shenyang Pharmaceutical University, Shenyang, China.

Computer Methods and Programs in Biomedicine Update
|July 5, 2022
PubMed
Summary
This summary is machine-generated.

Big data analytics played a crucial role in monitoring COVID-19 information and vaccine delivery. This research explores ethical objectives for vaccine distribution using big data, including digital passports.

Keywords:
Big data analyticvaccines, digital passport, COVID 19

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Area of Science:

  • Public Health
  • Infectious Disease Epidemiology
  • Health Informatics

Background:

  • The COVID-19 pandemic significantly impacted global society, necessitating rapid public health interventions.
  • Vaccine development and distribution became critical tools in managing the pandemic.
  • Big data analytics emerged as a vital component in understanding and responding to the crisis.

Purpose of the Study:

  • To examine the ethical objectives crucial for effective vaccine delivery during a pandemic.
  • To assess the potential of big data analytics in achieving these ethical goals.
  • To explore the role of digital passports or certificates in vaccine distribution strategies.

Main Methods:

  • Review of big data applications in COVID-19 information monitoring and pandemic response.
  • Analysis of ethical considerations in public health initiatives, specifically vaccine delivery.
  • Conceptual framework development for integrating big data analytics with digital health credentials.

Main Results:

  • Big data analytics offers significant potential for optimizing vaccine distribution and monitoring.
  • Ethical frameworks are essential to guide the use of big data in public health.
  • Digital passports can enhance vaccine accessibility and verification, but raise ethical questions.

Conclusions:

  • Big data analytics is instrumental in modern public health surveillance and response.
  • Ethical implementation of big data in vaccine delivery is paramount for public trust and equity.
  • Digital health certificates, powered by big data, represent a promising yet ethically complex tool for pandemic management.