ArticlePLoS neglected tropical diseases2018
A real-time medical cartography of epidemic disease (Nodding syndrome) using village-based lay mHealth reporters.
Article in PLoS neglected tropical diseases, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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The trial behind it
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- eHealth Tools That Assess and Track Health and Well-being in Children and Young People: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Digital Solutions for Community and Primary Health Workers: Lessons From Implementations in Africa.Frontiers in digital health · 2022Review
- Approaches to understanding COVID-19 and its neurological associations.Annals of neurology · 2021Article
- Telemedicine in Pediatric Infectious Diseases.Children (Basel, Switzerland) · 2021Review
- A Mobile App and Dashboard for Early Detection of Infectious Disease Outbreaks: Development Study.JMIR public health and surveillance · 2021Article
- A proposed framework to limit post-lockdown community transmission of COVID-19 in Africa.The Pan African medical journal · 2021Article
- COVID-19 and Teleneurology in Sub-Saharan Africa: Leveraging the Current Exigency.Frontiers in public health · 2020Article
- Global Health and Epilepsy: Update and Future Directions.Current neurology and neuroscience reports · 2019Review
- Health of Vulnerable Populations.Academic medicine : journal of the Association of American Medical Colleges · 2018Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
backgroundDisease surveillance in rural regions of many countries is poor, such that prolonged delays (months) may intervene between appearance of disease and its recognition by public health authorities. For infectious disorders, delayed recognition and intervention enables uncontrolled disease spread. We tested the feasibility in northern Uganda of developing real-time, village-based health surveillance of an epidemic of Nodding syndrome (NS) using software-programmed smartphones operated by minimally trained lay mHealth reporters. METHODOLOGY AND PRINCIPAL
findingsWe used a customized data collection platform (Magpi) that uses mobile phones and real-time cloud-based storage with global positioning system coordinates and time stamping. Pilot studies on sleep behavior of U.S. and Ugandan medical students identified and resolved Magpi-programmed cell phone issues. Thereafter, we deployed Magpi in combination with a lay-operator network of eight mHealth reporters to develop a real-time electronic map of child health, injury and illness relating to NS in rural northern Uganda. Surveillance data were collected for three consecutive months from 10 villages heavily affected by NS. Overall, a total of 240 NS-affected households and an average of 326 children with NS, representing 30 households and approximately 40 NS children per mHealth reporter, were monitored every week by the lay mHealth team. Data submitted for analysis in the USA and Uganda remotely pinpointed the household location and number of NS deaths, injuries, newly reported cases of head nodding (n = 22), and the presence or absence of anti-seizure medication. CONCLUSIONS AND SIGNIFICANCE: This study demonstrates the feasibility of using lay mHealth workers to develop a real-time cartography of epidemic disease in remote rural villages that can facilitate and steer clinical, educational and research interventions in a timely manner.
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