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Using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from India's Kumbh Mela
BACKGROUND: Planning for mass gatherings often includes temporary healthcare systems to address the needs of attendees. However, paper-based record keeping has traditionally precluded the timely application of collected clinical data for epidemic surveillance or optimization of healthcare delivery....
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5939834/ https://www.ncbi.nlm.nih.gov/pubmed/27694349 http://dx.doi.org/10.1093/pubmed/fdw091 |
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author | Kazi, Dhruv S. Greenough, P. Gregg Madhok, Rishi Heerboth, Aaron Shaikh, Ahmed Leaning, Jennifer Balsari, Satchit |
author_facet | Kazi, Dhruv S. Greenough, P. Gregg Madhok, Rishi Heerboth, Aaron Shaikh, Ahmed Leaning, Jennifer Balsari, Satchit |
author_sort | Kazi, Dhruv S. |
collection | PubMed |
description | BACKGROUND: Planning for mass gatherings often includes temporary healthcare systems to address the needs of attendees. However, paper-based record keeping has traditionally precluded the timely application of collected clinical data for epidemic surveillance or optimization of healthcare delivery. We evaluated the feasibility of harnessing ubiquitous mobile technologies for conducting disease surveillance and monitoring resource utilization at the Allahabad Kumbh Mela in India, a 55-day festival attended by over 70 million people. METHODS: We developed an inexpensive, tablet-based customized disease surveillance system with real-time analytic capabilities, and piloted it at five field hospitals. RESULTS: The system captured 49 131 outpatient encounters over the 3-week study period. The most common presenting complaints were musculoskeletal pain (19%), fever (17%), cough (17%), coryza (16%) and diarrhoea (5%). The majority of patients received at least one prescription. The most common prescriptions were for antimicrobials, acetaminophen and non-steroidal anti-inflammatory drugs. There was great inter-site variability in caseload with the busiest hospital seeing 650% more patients than the least busy hospital, despite identical staffing. CONCLUSIONS: Mobile-based health information solutions developed with a focus on user-centred design can be successfully deployed at mass gatherings in resource-scarce settings to optimize care delivery by providing real-time access to field data. |
format | Online Article Text |
id | pubmed-5939834 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-59398342018-05-14 Using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from India's Kumbh Mela Kazi, Dhruv S. Greenough, P. Gregg Madhok, Rishi Heerboth, Aaron Shaikh, Ahmed Leaning, Jennifer Balsari, Satchit J Public Health (Oxf) Original Article BACKGROUND: Planning for mass gatherings often includes temporary healthcare systems to address the needs of attendees. However, paper-based record keeping has traditionally precluded the timely application of collected clinical data for epidemic surveillance or optimization of healthcare delivery. We evaluated the feasibility of harnessing ubiquitous mobile technologies for conducting disease surveillance and monitoring resource utilization at the Allahabad Kumbh Mela in India, a 55-day festival attended by over 70 million people. METHODS: We developed an inexpensive, tablet-based customized disease surveillance system with real-time analytic capabilities, and piloted it at five field hospitals. RESULTS: The system captured 49 131 outpatient encounters over the 3-week study period. The most common presenting complaints were musculoskeletal pain (19%), fever (17%), cough (17%), coryza (16%) and diarrhoea (5%). The majority of patients received at least one prescription. The most common prescriptions were for antimicrobials, acetaminophen and non-steroidal anti-inflammatory drugs. There was great inter-site variability in caseload with the busiest hospital seeing 650% more patients than the least busy hospital, despite identical staffing. CONCLUSIONS: Mobile-based health information solutions developed with a focus on user-centred design can be successfully deployed at mass gatherings in resource-scarce settings to optimize care delivery by providing real-time access to field data. Oxford University Press 2017-09 2016-09-21 /pmc/articles/PMC5939834/ /pubmed/27694349 http://dx.doi.org/10.1093/pubmed/fdw091 Text en © The Author 2016. Published by Oxford University Press on behalf of Faculty of Public Health. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Article Kazi, Dhruv S. Greenough, P. Gregg Madhok, Rishi Heerboth, Aaron Shaikh, Ahmed Leaning, Jennifer Balsari, Satchit Using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from India's Kumbh Mela |
title | Using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from India's Kumbh Mela |
title_full | Using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from India's Kumbh Mela |
title_fullStr | Using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from India's Kumbh Mela |
title_full_unstemmed | Using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from India's Kumbh Mela |
title_short | Using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from India's Kumbh Mela |
title_sort | using mobile technology to optimize disease surveillance and healthcare delivery at mass gatherings: a case study from india's kumbh mela |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5939834/ https://www.ncbi.nlm.nih.gov/pubmed/27694349 http://dx.doi.org/10.1093/pubmed/fdw091 |
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