Space-time personalized short message service (SMS) for infectious disease control – Policies for precise public health. (January 2020)
- Record Type:
- Journal Article
- Title:
- Space-time personalized short message service (SMS) for infectious disease control – Policies for precise public health. (January 2020)
- Main Title:
- Space-time personalized short message service (SMS) for infectious disease control – Policies for precise public health
- Authors:
- Yin, Ling
Lin, Nan
Song, Xiaoqing
Mei, Shujiang
Shaw, Shih-Lung
Fang, Zhixiang
Li, Qinglan
Li, Ye
Mao, Liang - Abstract:
- Abstract: Mobile phones and short message service (SMS) have been widely used in disease control and prevention. Personalized SMSs further allows real-time, precisely targeted interventions that achieve better cost-effectiveness. Few SMSs are personalized based on spatiotemporal travel behavior of individuals, which plays an important role in disease spread. We proposed a set of SMS policies tailored to individuals' travel behavior derived from massive mobile phone tracking records. These policies tend to alter spatial, temporal, or spatiotemporal patterns of individuals' daily activities, in order to reduce the risk of disease spread. Taking Shenzhen city, China, as a study area, we simulated and evaluated these policies for Dengue Fever intervention. Our simulation results show that the spatially targeting policy that discourages discretionary trips produces the highest cost-effectiveness to control disease spread in areas with high importation risk. For the entire city, however, the temporally targeting policy that shifts individuals' travel schedules achieves the best cost-effectiveness. Our study contributes to a new ground of precise public health that calls for individualized, real-time, and accurately targeted interventions. Utilizing big mobile phone data, we present a novel approach to design, simulate, and evaluate space-time precise intervention for disease control. Highlights: Space-time personalized short message service (SMS) for disease control. Use ofAbstract: Mobile phones and short message service (SMS) have been widely used in disease control and prevention. Personalized SMSs further allows real-time, precisely targeted interventions that achieve better cost-effectiveness. Few SMSs are personalized based on spatiotemporal travel behavior of individuals, which plays an important role in disease spread. We proposed a set of SMS policies tailored to individuals' travel behavior derived from massive mobile phone tracking records. These policies tend to alter spatial, temporal, or spatiotemporal patterns of individuals' daily activities, in order to reduce the risk of disease spread. Taking Shenzhen city, China, as a study area, we simulated and evaluated these policies for Dengue Fever intervention. Our simulation results show that the spatially targeting policy that discourages discretionary trips produces the highest cost-effectiveness to control disease spread in areas with high importation risk. For the entire city, however, the temporally targeting policy that shifts individuals' travel schedules achieves the best cost-effectiveness. Our study contributes to a new ground of precise public health that calls for individualized, real-time, and accurately targeted interventions. Utilizing big mobile phone data, we present a novel approach to design, simulate, and evaluate space-time precise intervention for disease control. Highlights: Space-time personalized short message service (SMS) for disease control. Use of massive mobile phone tracking data to tailor SMS for individuals. Simulation and evaluation of SMS policies for controlling dengue outbreaks. Research answers recent call for precise intervention policies in public health. … (more)
- Is Part Of:
- Applied geography. Volume 114(2020)
- Journal:
- Applied geography
- Issue:
- Volume 114(2020)
- Issue Display:
- Volume 114, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 114
- Issue:
- 2020
- Issue Sort Value:
- 2020-0114-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-01
- Subjects:
- Short message service (SMS) -- Dengue fever -- Mobile phone tracking -- Trajectory analysis -- Precision health
Geography -- Periodicals
Human geography -- Periodicals
Human ecology -- Periodicals
910 - Journal URLs:
- http://www.elsevier.com/journals ↗
- DOI:
- 10.1016/j.apgeog.2019.102103 ↗
- Languages:
- English
- ISSNs:
- 0143-6228
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 1572.590000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 12561.xml