scholarly journals Digital disease detection and participatory surveillance: overview and perspectives for Brazil

2016 ◽  
Vol 50 (0) ◽  
Author(s):  
Onicio B Leal-Neto ◽  
George S Dimech ◽  
Marlo Libel ◽  
Wanderson Oliveira ◽  
Juliana Perazzo Ferreira

ABSTRACT This study aimed to describe the digital disease detection and participatory surveillance in different countries. The systems or platforms consolidated in the scientific field were analyzed by describing the strategy, type of data source, main objectives, and manner of interaction with users. Eleven systems or platforms, developed from 1996 to 2016, were analyzed. There was a higher frequency of data mining on the web and active crowdsourcing as well as a trend in the use of mobile applications. It is important to provoke debate in the academia and health services for the evolution of methods and insights into participatory surveillance in the digital age.

2009 ◽  
Vol 360 (21) ◽  
pp. 2153-2157 ◽  
Author(s):  
John S. Brownstein ◽  
Clark C. Freifeld ◽  
Lawrence C. Madoff

Data Mining ◽  
2013 ◽  
pp. 1312-1319
Author(s):  
Marco Scarnò

CASPUR allows many academic Italian institutions located in the Centre-South of Italy to access more than 7 million articles through a digital library platform. The behaviour of its users were analyzed by considering their “traces”, which are stored in the web server log file. Using several web mining and data mining techniques the author discovered a gradual and dynamic change in the way articles are accessed. In particular there is evidence of a journal browsing increase in comparison to the searching mode. Such phenomenon were interpreted using the idea that browsing better meets the needs of users when they want to keep abreast about the latest advances in their scientific field, in comparison to a more generic searching inside the digital library.


2010 ◽  
Vol 2 (2) ◽  
pp. 52-59
Author(s):  
Marco Scarnò

CASPUR allows many academic Italian institutions located in the Centre-South of Italy to access more than 7 million articles through a digital library platform. The behaviour of its users were analyzed by considering their “traces”, which are stored in the web server log file. Using several web mining and data mining techniques the author discovered a gradual and dynamic change in the way articles are accessed. In particular there is evidence of a journal browsing increase in comparison to the searching mode. Such phenomenon were interpreted using the idea that browsing better meets the needs of users when they want to keep abreast about the latest advances in their scientific field, in comparison to a more generic searching inside the digital library.


Author(s):  
Marco Scarnò

CASPUR allows many academic Italian institutions located in the Centre-South of Italy to access more than 7 million articles through a digital library platform. The behaviour of its users were analyzed by considering their “traces”, which are stored in the web server log file. Using several web mining and data mining techniques the author discovered a gradual and dynamic change in the way articles are accessed. In particular there is evidence of a journal browsing increase in comparison to the searching mode. Such phenomenon were interpreted using the idea that browsing better meets the needs of users when they want to keep abreast about the latest advances in their scientific field, in comparison to a more generic searching inside the digital library.


2019 ◽  
Author(s):  
FRANCISCO CARLOS PALETTA

This work aims to presents partial results on the research project conducted at the Observatory of the Labor Market in Information and Documentation, School of Communications and Arts of the University of São Paulo on Information Science and Digital Humanities. Discusses Digital Humanities and informational literacy. Highlights the evolution of the Web, the digital library and its connections with Digital Humanities. Reflects on the challenges of the Digital Humanities transdisciplinarity and its connections with the Information Science. This is an exploratory study, mainly due to the current and emergence of the theme and the incipient bibliography existing both in Brazil and abroad.Keywords: Digital Humanities; Information Science; Transcisciplinrity; Information Literacy; Web of Data; Digital Age.


2021 ◽  
Author(s):  
Nelson Shen ◽  
Iman Kassam ◽  
Haoyu Zhao ◽  
Wei Wang ◽  
Sarah Wickham ◽  
...  

BACKGROUND Patients are increasingly gaining online access to digital health services and expect to access their data from various sources through a central patient access channel. For digital health services to connect and mutually share data, it is critical to understand patient consent preferences to meet the privacy needs of Canadians. Understanding user consent requirements and information needs is necessary in developing a trustworthy and transparent consent management system to support patient access channels. OBJECTIVE The objective of this study was to understand (1) data control preferences, (2) information needs for consent, and (3) how preferences and needs may vary by different user characteristics. METHODS A secondary analysis of a national survey was completed using a retrospective descriptive study design. The cross-sectional survey, conducted in October 2019, used a series of vignettes and consent scenarios to develop a deeper understanding of Canadians’ privacy perspectives and preferences for consent management. Non-parametric tests, and logistic regression analyses were conducted to identify differences and associations between the various factors. RESULTS Of the 1017 total responses, 70.4% (716/1017) of participants self-identified as potential users. Almost all (672/716, 93.8%) felt the ability to control their data was important, while 53.8% (385/716) believed an “all or none” control at data source level was adequate. Most users prefer new data sources to be accessible by healthcare providers (546/716, 76.3%) and delegated parties (389/716, 54.3%) by default. Users with positive healthcare privacy experiences were more likely than users with poor experiences to grant default access to healthcare providers (OR 2.78, 95%CI 1.34-5.74) and less likely to grant access to no-one (OR 0.31, 95%CI 0.14-0.72). From a list of nine information elements found in consent forms, users selected an average of 5.70 (SD 2.66) and 5.63 (SD 2.84) items to feel informed in consenting to data access by care partners, and commercial digital health service providers respectively. There were significant differences (p<0.05) in information needs between the scenarios. CONCLUSIONS Many survey participants would register and use a patient access channel and believe the ability to control data access is important, especially as it pertains to access by those outside their care. Positive healthcare experiences were a significant factor in this decision, signaling the importance of providing positive healthcare privacy experiences in both physical and digital environments. These findings suggest broad “all-or-none” approach by data source may be accepted; however, approximately one-fifth of users were unable to decide. Although vignettes were used to introduce the questions, this study showed that more context is required for users to make an informed decision. Understanding their information needs will be critical, as these needs varied with use case, highlighting the importance of prioritizing and tailoring information to enable meaningful consent.


2021 ◽  
Vol 6 (5) ◽  

Of the United States 50 states, Arizona is the sixth largest in size. It is about the same size as Italy. After three months of Arizona Reopening Phase 2, the COVID-19 cases had surged. In early January 2021, ABC and NBC News reported that Arizona has the highest new cases per capital in the world. This longitudinal study examined the Arizona’s Reopening Phase 2 surge in cases. The study examined the changes in the numbers of testing given, new COVID-19 cases, cases that required hospitalizations, deaths, and vaccines given. The data source used was from the Arizona Department of Health Services COVID-19 dashboard database. During the last third of seven-month study period, Arizona’s case numbers declined as the number of those infected recovered and acquired immunity and the state residents became fully vaccinated increased.


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