Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2019 May 10;26(3):taz019.
doi: 10.1093/jtm/taz019.

Measuring mobility, disease connectivity and individual risk: a review of using mobile phone data and mHealth for travel medicine

Affiliations
Review

Measuring mobility, disease connectivity and individual risk: a review of using mobile phone data and mHealth for travel medicine

Shengjie Lai et al. J Travel Med. .

Abstract

Rationale for review: The increasing mobility of populations allows pathogens to move rapidly and far, making endemic or epidemic regions more connected to the rest of the world than at any time in history. However, the ability to measure and monitor human mobility, health risk and their changing patterns across spatial and temporal scales using traditional data sources has been limited. To facilitate a better understanding of the use of emerging mobile phone technology and data in travel medicine, we reviewed relevant work aiming at measuring human mobility, disease connectivity and health risk in travellers using mobile geopositioning data.

Key findings: Despite some inherent biases of mobile phone data, analysing anonymized positions from mobile users could precisely quantify the dynamical processes associated with contemporary human movements and connectivity of infectious diseases at multiple temporal and spatial scales. Moreover, recent progress in mobile health (mHealth) technology and applications, integrating with mobile positioning data, shows great potential for innovation in travel medicine to monitor and assess real-time health risk for individuals during travel.

Conclusions: Mobile phones and mHealth have become a novel and tremendously powerful source of information on measuring human movements and origin-destination-specific risks of infectious and non-infectious health issues. The high penetration rate of mobile phones across the globe provides an unprecedented opportunity to quantify human mobility and accurately estimate the health risks in travellers. Continued efforts are needed to establish the most promising uses of these data and technologies for travel health.

Keywords: Mobile phone; connectivity; epidemiology; mHealth; population movement; risk assessment; travel medicine.

PubMed Disclaimer

Figures

Figure 1
Figure 1
The penetration rate of mobile cellular subscriptions by region, 2000–2017 (Data source: The World Bank 22).
Figure 2
Figure 2
The number of relevant publications searched in the PubMed as of 5 March 2019.

References

    1. World Tourism Organization UNWTO Tourism Highlights (2018 Edition). https://www.e-unwto.org/doi/pdf/10.18111/9789284419876(17 January 2019, date last accessed). - DOI
    1. Glaesser D, Kester J, Paulose H et al. . Global travel patterns: an overview. J Travel Med 2017; 24:tax007. - PubMed
    1. Bogoch II, Brady OJ, Kraemer MUG et al. . Potential for Zika virus introduction and transmission in resource-limited countries in Africa and the Asia-Pacific region: a modelling study. Lancet Infect Dis 2016; 16:1237–1245. - PMC - PubMed
    1. Bogoch II, Creatore MI, Cetron MS et al. . Assessment of the potential for international dissemination of Ebola virus via commercial air travel during the 2014 west African outbreak. Lancet 2015; 385:29–35. - PMC - PubMed
    1. Brockmann D, Helbing D. The hidden geometry of complex, network-driven contagion phenomena. Science 2013; 342:1337–1342. - PubMed