scholarly journals A Novel Hotel-based Syndromic Surveillance System for the Caribbean Region

2017 ◽  
Vol 9 (1) ◽  
Author(s):  
Jonathan Edwin ◽  
Lisa Indar

ObjectiveTo describe the Caribbean Public Health Agency’s (CARPHA)Tourism and Health Information System (THiS), a web-basedsyndromic surveillance system to increase the capacity of Caribbeancountries to monitor the health of visitors and staff in hotels, anddetect potential infectious disease outbreaks for early and coordinatedpublic health response.IntroductionThe tourism industry is highly vulnerable to Health, Safety, andEnvironmental Sanitation (HSE) threats. The Caribbean is the mosttourism dependent region in the world, with over 54.2 million stay-over and cruise ship arrivals in 2015, generating revenues of $US29.6billion and contributing to 15% of the Gross Domestic Product (GDP)and 2,255,000 jobs [1]. Tourists and staff are at an increased risk ofacquiring infectious diseases, given the mass-gathering of individualswith varying levels of susceptibility and often times in close quartersin hotels and cruise ships. To prevent the spread of infectious diseasesin these settings, early warning and response to potential publichealth threats is essential. To increase the capacity of countries in theCaribbean monitor and protect the health of tourists and staff in theirhotel establishments, THiS was designed as an early warning systemfor infectious disease outbreaks.MethodsCARPHA launched the Regional Tourism Health Information,Monitoring and Response System in 2016 with donor fundingreceived from the Inter-American Development Bank (IDB). Theoverall objective of THMRS project from 2016-2018 is to improveparticipating country’s capacity to provide cost-effective and qualityhealth, food safety and environmental solutions to HSE threats.As part of the THMRS project, the development of a hotel-basedsyndromic surveillance system for early warning and response toinfectious diseases was developed.THiS was developed in collaboration with six participating IDBcountries: Barbados, Bahamas, Belize, Guyana, Jamaica, Trinidadand Tobago. The implementation plan (2016-2018) with each countryinvolved three stages:1) Project Operations, Coordination, Management (includingAdvocacy, and Endorsement)2) Development of the project outputs: gap analysis and bestpractices; development of surveillance guidelines and trainingmodules, HSE Standards3) Implementation in participating countries (i.e. technical visits,ongoing technical coordination): Preparation, Buy-in, Training andLaunchThe web-based design of THiS enables the collection of real-time data which will inform health service delivery decisions/policies, strengthen national and regional health monitoring efforts,and trigger a rapid coordinated response to outbreaks, and preventescalation of tourism HSE incidents. The system involves a web-based questionnaire with a series of 11 short questions that ask theuser for basic non-identifiable demographic information as well assymptoms. The reported symptoms are used by the system to generatesix syndromes: Gastroenteritis, Undifferentiated Fever, HemorrhagicFever, Fever with Neurologic symptoms. Fever with Respiratorysymptoms, Fever with Rash.Data entry persons include hotel staff, physicians, and the case.Access to anlaytic dashboards of the aggregated data is limited toregistered hotel staff (i.e. Managers), the Ministry of Health of thecountry where the hotel reporting is located, and CARPHA.The limited level of baseline data for syndromes in the Caribbeanregion means that statistical aberration detection mechanisms formost syndromes will not be available until THiS collects at least oneyear’s worth of data. However, for acute gastroenteritis, until a moreaccurate threshold can be generated, a cut-off of 3% ill (staff andguests) will be used for alerting potential outbreaks. This is scheduledto be live and functional beginning in hotel facilities in Trinidad andTobago at the beginning of October 2016.By the end of 2016, THiS will be operating in facilities in all sixparticipating countries, allowing for the collection of baseline data forsyndromes occurring among tourists and staff in hotel-settings, andproviding a mechanism to detect and response to emerging publichealth threats early and efficiently.ConclusionsEstablishing this system is critical to improving countries’capacities to support the overall health surveillance system of thetourism-dependent Caribbean economies, enabling countries tocollect real-time data which will inform health service deliverydecisions/policies, strengthen national and regional health monitoringefforts to trigger a rapid coordinated response to outbreaks and othercrises and thus prevent tourism HSE incidents.

2014 ◽  
Vol 599-601 ◽  
pp. 1487-1490 ◽  
Author(s):  
Li Kun Zheng ◽  
Kun Feng ◽  
Xiao Qing Xiao ◽  
Wei Qiao Song

This paper mainly discusses the application of the mass real-time data mining technology in equipment safety state evaluation in the power plant and the realization of the equipment comprehensive quantitative assessment and early warning of potential failure by mining analysis and modeling massive amounts of real-time data the power equipment. In addition to the foundational technology introduced in this paper, the technology is also verified by the application case in the power supply side remote diagnosis center of Guangdong electric institute.


2016 ◽  
Vol 20 (6) ◽  
pp. 562-567
Author(s):  
Gyung-soo Phyo ◽  
Jin-tae Park ◽  
Il-young Moon

2021 ◽  
Vol 5 (3) ◽  
pp. 356
Author(s):  
Tanti Tanti ◽  
Darmaji Darmaji ◽  
Astalini Astalini ◽  
Dwi Agus Kurniawan ◽  
Muhammad Iqbal

There are currently several obstacles in the assessment using conventional media, including excessive use of paper, which causes environmental damage, and increases in school fees to conduct an assessment. In addition, it is less effective in conducting assessments because it takes a long time to assess the results of student answers manually. . Conventional media allows fraud and results in a lack of confidence in the assessment results. This study aims to analyze user responses using web-based assessment as a character assessment medium. The population of this study amounted to 91 students. This study uses a mixed-method explanatory method with descriptive analysis and qualitative methods. The results of the study show that the user response obtained an average value of 3.52, which includes the SB category (excellent) because the use of the website can save time, display real-time data, and is very easy to use anywhere, so with a good response from users make this web-based assessment suitable for use in student character assessment. This research implies that teachers can use web-based assessment in conducting assessments.


2017 ◽  
Author(s):  
Hyunju Shim ◽  
Jennifer Ailshire ◽  
Elizabeth Zelinski ◽  
Eileen Crimmins

BACKGROUND The use of the internet for health information among older people is receiving increasing attention, but how it is associated with chronic health conditions and health service use at concurrent and subsequent time points using nationally representative data is less known. OBJECTIVE This study aimed to determine whether the use of the internet for health information is associated with health service utilization and whether the association is affected by specific health conditions. METHODS The study used data collected in a technology module from a nationally representative sample of community-dwelling older Americans aged 52 years and above from the 2012 Health and Retirement Study (HRS; N=991). Negative binomial regressions were used to examine the association between use of Web-based health information and the reported health service uses in 2012 and 2014. Analyses included additional covariates adjusting for predisposing, enabling, and need factors. Interactions between the use of the internet for health information and chronic health conditions were also tested. RESULTS A total of 48.0% (476/991) of Americans aged 52 years and above reported using Web-based health information. The use of Web-based health information was positively associated with the concurrent reports of doctor visits, but not over 2 years. However, an interaction of using Web-based health information with diabetes showed that users had significantly fewer doctor visits compared with nonusers with diabetes at both times. CONCLUSIONS The use of the internet for health information was associated with higher health service use at the concurrent time, but not at the subsequent time. The interaction between the use of the internet for health information and diabetes was significant at both time points, which suggests that health-related internet use may be associated with fewer doctor visits for certain chronic health conditions. Results provide some insight into how Web-based health information may provide an alternative health care resource for managing chronic conditions.


2019 ◽  
Vol 30 (4) ◽  
pp. 813-835 ◽  
Author(s):  
Tjeerd M. Boonman ◽  
Jan P. A. M. Jacobs ◽  
Gerard H. Kuper ◽  
Alberto Romero

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