scholarly journals PNS403 UTILITY OF REAL-WORLD DATA COLLECTION TOOLS FOR ASSESSING MEDICAL DEVICES BENEFITS

2019 ◽  
Vol 22 ◽  
pp. S833-S834
Author(s):  
R. Torres Torrejon ◽  
F. Janeke ◽  
R. Saunders
2018 ◽  
Vol 21 ◽  
pp. S206
Author(s):  
E. Rizzo ◽  
G. Buseghin ◽  
T. Greco ◽  
J. Murphy ◽  
M. Pinciroli ◽  
...  

Author(s):  
Martyna Bogacz ◽  
Stephane Hess ◽  
Chiara Calastri ◽  
Charisma F. Choudhury ◽  
Alexander Erath ◽  
...  

The use of virtual reality (VR) in transport research offers the opportunity to collect behavioral data in a controlled dynamic setting. VR settings are useful in the context of hypothetical situations in which real-world data does not exist or in situations which involve risk and safety issues making real-world data collection infeasible. Nevertheless, VR studies can contribute to transport-related research only if the behavior elicited in a virtual environment closely resembles real-world behavior. Importantly, as VR is a relatively new research tool, the best-practice with regards to the experimental design is still to be established. In this paper, we contribute to a better understanding of the implications of the choice of the experimental setup by comparing cycling behavior in VR between two groups of participants in similar immersive scenarios, the first group controlling the maneuvers using a keyboard and the other group riding an instrumented bicycle. We critically compare the speed, acceleration, braking and head movements of the participants in the two experiments. We also collect electroencephalography (EEG) data to compare the alpha wave amplitudes and assess the engagement levels of participants in the two settings. The results demonstrate the ability of VR to elicit behavioral patterns in line with those observed in the real-world and indicate the importance of the experimental design in a VR environment beyond the choice of audio-visual stimuli. The findings will be useful for researchers in designing the experimental setup of VR for behavioral data collection.


2009 ◽  
Vol 103 (1) ◽  
pp. 62-68
Author(s):  
Kathleen Cage Mittag ◽  
Sharon Taylor

Using activities to create and collect data is not a new idea. Teachers have been incorporating real-world data into their classes since at least the advent of the graphing calculator. Plenty of data collection activities and data sets exist, and the graphing calculator has made modeling data much easier. However, the authors were in search of a better physical model for a quadratic. We wanted students to see an actual parabola take shape in real time and then explore its characteristics, but we could not find such a hands-on model.


2019 ◽  
Vol 35 (S1) ◽  
pp. 87-88
Author(s):  
Benedetta Pongiglione ◽  
Aleksandra Torbica

IntroductionRandomized controlled trials (RCTs) are considered the gold standard in the hierarchy of research designs for evaluating the efficacy and safety of a treatment intervention. The low external validity of RCTs and the general shortage of clinical evidence available to support the use of many medical devices have emphasized the necessity for exploring the use of real-world data (RWD) as a complementary source to RCTs data for establishing a more robust evidence base on the effectiveness of medical devices. The aim of the present project is to assess in a comprehensive way the existing sources of real world data on medical devices in Europe.MethodsThe guidelines to the mapping exercise have been outlined in a research protocol. First, all national relevant sources (e.g. website of Ministry of Health, national institutions, research bodies) are screened, both in local language and English. Second, we perform a systematic search on PubMed using a set of key words for each case study, adapted to each country setting. Finally, we seek advice from key actors in the field of the device and clinical conditions, such as manufacturers or clinicians.ResultsInformation on existing sources of RWD for each case studies are provided in a template including details on the key features of the source (e.g. data producer, data collection period, sample size, study design, geographical coverage) and the main content of the dataset, distinguishing socio-demographic information, clinical and epidemiological data, data on resource use and health outcomes. The data mapping includes all countries of the project participants, i.e. Italy, UK, Netherlands, Switzerland, Germany, Hungary, and we enlarge the scope of our mapping including other countries: Spain, France, Denmark, Finland, Sweden, Poland and Hungary as well as international databases at pan-EU level. The number of available sources of RWD and their quality vary depending on case study and across countries. For example, in the case of orthopaedics, many countries have a national registry and administrative data, such as hospital discharge, contain useful information, although not as detailed. When a registry is not available, it is often the case that more observational studies are available; this occurs for example in France.ConclusionsIn this work we shows the importance of RWE and map in an accurate and comprehensive way which source of RWD are currently available and to what extent they are known and used in medical, epidemiological and economic research.


2020 ◽  
Vol 22 ◽  
pp. S80
Author(s):  
M. Soni ◽  
L. Marshall ◽  
R. Zaha ◽  
J. Lee ◽  
Y. Huang

2014 ◽  
Vol 17 (3) ◽  
pp. A203
Author(s):  
Y.I. Pan ◽  
G. Dieck ◽  
A. Stemhagen

2020 ◽  
Vol 36 (6) ◽  
pp. 579-584
Author(s):  
Julie Polisena ◽  
Gayatri Jayaraman

AbstractIntroductionHealth Canada is committed to the modernization of the use of real-world data (RWD) and evidence (RWE) to support regulatory decisions. As such, telephone interviews with stakeholders, including government decision makers, health technology assessment (HTA) producers, industry, and patients, to understand their experiences with and perspectives on how to enhance RWE use for medical devices were performed.MethodsThirty-four semi-structured telephone interviews with forty key informants were conducted. Transcripts were reviewed independently by one individual to identify, define, and categorize key concepts and were verified by a second reviewer.Key FindingsThere are expectations for Health Canada to provide a framework and guidance on RWE use, identify relevant outcomes for data collection and criteria for data quality, conduct post-market surveillance more systematically, and partner with HTA organizations to develop methods for RWE generation. Stakeholders interviewed support the RWE use for regulatory decisions and HTA recommendations. Moreover, robust scientific methods for RWE generation will be critical to ensure that relevant questions are asked and rigorous statistical analyses are done to answer them. Patients are likely to consent to share their anonymized or de-identified medical information for nonprofit purposes.ConclusionsKey concepts from the interviews centered on the current and future RWE use for medical devices, considerations for the organizational, medical, scientific, and legal aspects and privacy issues of RWD collection or RWE generation, and options to implement the use of RWD and RWE. Our study findings will help inform the development of an RWE framework for regulatory decisions and HTA recommendations.


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