Evaluation of Quality of Context Information in U-Health Smart Homes

Author(s):  
José Bringel Filho ◽  
Nazim Agoulmine

Ubiquitous Health (U-Health) smart homes are intelligent spaces capable of observing and correctly recognizing the activities and health statuses of their inhabitants (context) to provide the appropriate support to achieve an overall sense of health and well-being in their inhabitants’ daily lives. With the intrinsic heterogeneity and large number of sources of context information, aggregating and reasoning on low-quality raw sensed data may result in conflicting and erroneous evaluations of situations, affecting directly the reliability of the U-Health systems. In this environment, the evaluation and verification of Quality of Context (QoC) information plays a central role in improving the consistency and correctness of context-aware U-Health applications. Therefore, the objective of this chapter is to highlight the impact of QoC on the correct behavior of U-Health systems, and introduce and analyze the existing approaches of modeling, evaluating, and using QoC to improve its context-aware decision-making support.

2020 ◽  
Author(s):  
Diandre de Paula ◽  
Daniel Saraiva ◽  
Romeiro Natália ◽  
Nuno Garcia ◽  
Valderi Leithardt

With the growth of ubiquitous computing, context-aware computing-based applications are increasingly emerging, and these applications demonstrate the impact that context has on the adaptation process. From the context, it will be possible to adapt the application according to the requirements and needs of its users. Therefore, the quality of the context information must be guaranteed so that the application does not have an incorrect or unexpected adaptation process. But like any given data, there is the possibility of inaccuracy and/or uncertainty and so Quality of Context (QoC) plays a key role in ensuring the quality of context information and optimizing the adaptation process. To guarantee the Quality of Context it is necessary to study a quality model to be created, which will have the important function of evaluating the context information. Thus, it is necessary to ensure that the parameters and quality indicators to be used and evaluated are the most appropriate for a given type of application. This paper aims to study a context quality model for the UbiPri middleware, defining its quality indicators to ensure its proper functioning in the process of adaptation in granting access to ubiquitous environments. Keywords: QoC, Model, Context-Aware, Data, Privacy


PEDIATRICS ◽  
1994 ◽  
Vol 94 (4) ◽  
pp. 631-637
Author(s):  
Peggy Charren ◽  
Andrew Gelber ◽  
Milton Arnold

Pediatrician advocacy concerning the impact of television violence on children should be clearly grounded in the holistic concern of pediatricians with children's health and well-being. Pediatricians should not promote legislative or regulatory efforts to reduce children's exposure to television violence by proscribing certain kinds of program content. Instead, priority should be given to strategies that improve the content and quality of television programming viewed by children and that enhance the viewing choices made by children and their families. Such strategies include providing parent education and pressing for strong implementation of the Children's Television Act. Pediatricians should dedicate their efforts to increasing the awareness of broadcasters and the general public, acting as educators and persuaders. In order to advocate and educate effectively, pediatricians need to amplify their own knowledge and understanding of television-related issues and their significance. Finally, because children's exposure to television violence is but one part of a larger social context, pediatricians concerned with this issue should devote significant attention to related problems that diminish the health and well-being of children.


2014 ◽  
Vol 29 (2) ◽  
pp. 154-170 ◽  
Author(s):  
Atif Manzoor ◽  
Hong-Linh Truong ◽  
Schahram Dustdar

AbstractLimitations of sensors and the situation of a specific measurement can affect the quality of context information that is implicitly collected in pervasive environments. The lack of information about Quality of Context (QoC) can result in degraded performance of context-aware systems in pervasive environments, without knowing the actual problem. Context-aware systems can take advantage of QoC if context producers also provide QoC metrics along with context information. In this paper, we analyze QoC and present our model for processing QoC metrics. We evaluate QoC metrics considering the capabilities of sensors, circumstances of specific measurement, requirements of context consumer, and the situation of the use of context information. We also illustrate how QoC metrics can facilitate in enhancing the effectiveness and efficiency of different tasks performed by a system to provide context information in pervasive environments.


Autism ◽  
2021 ◽  
pp. 136236132110337
Author(s):  
Jane Goodwin ◽  
Priyanka Rob ◽  
Mark Freeston ◽  
Deborah Garland ◽  
Victoria Grahame ◽  
...  

Approximately 50% of autistic children experience high anxiety. Intolerance of uncertainty (tendency to react negatively to uncertain situations) is a key mechanism in the development and maintenance of anxiety. This study aimed to provide a descriptive, thematic analysis of the impact on uncertainty on the daily lives of autistic children and their families. Semi-structured interviews were conducted with parents and caregivers of 53 autistic children (including 3 dyads) aged 6–16 years to elicit examples of uncertain situations that the children found challenging and to explore the impact of these situations on family life. Thematic analysis revealed five overarching themes: child’s reactions to uncertainty, trying to reduce uncertainty, the impact of difficulties with uncertainty, the impact of uncertainty on parenting and the impact on parents. These findings provide a crucial understanding into the range of uncertain situations autistic children with anxiety experience. Anxiety-reduction approaches based on increasing tolerance to everyday uncertain situations could help improve well-being, quality of life and participation for autistic children and their families. Lay abstract Anxiety is common in autistic children. Research shows that this may be related to intolerance of uncertainty, which is a tendency to react negatively to uncertain situations. Understanding when, why and how autistic children respond to uncertainty is important in the development of anxiety programmes. We asked 53 (including 3 dyads) parents of autistic children about the types of uncertain situations that cause difficulties for their child and how uncertainty impacts on daily life for them and their families. We found that uncertain situations made autistic children and their families feel sad, worried, frustrated and angry through the themes: child’s reactions to uncertainty, trying to reduce uncertainty, the impact of difficulties with uncertainty, the impact of uncertainty on parenting and the impact on parents. There are lots of situations that are anxiety provoking for autistic children because of uncertainty, such as school. Programmes to reduce anxiety and increase autistic children’s ability to cope with everyday uncertain situations could improve quality of life for autistic children and their families.


2020 ◽  
Vol 4 (2) ◽  
pp. 235-259 ◽  
Author(s):  
Stacey Rand ◽  
Florin Vadean ◽  
Julien Forder

Unpaid care is an important part of long-term care systems. It is increasingly recognised that carers have their own health and well-being needs. Carer-specific interventions, as well as support for the care-recipient, may enable carers to maintain their own health and well-being alongside caring. This study seeks to establish whether and how community-based care services affect carers’ quality of life. The Adult Social Care Outcomes Toolkit for Carers was used to capture carers’ social care-related quality of life through qualitative interviews and a survey of carers in England in order to provide insights into the impact of community-based care services on carers’ quality of life outcomes.


2020 ◽  
pp. 108705472092589 ◽  
Author(s):  
Tessa Peasgood ◽  
Anupam Bhardwaj ◽  
John E. Brazier ◽  
Katie Biggs ◽  
David Coghill ◽  
...  

Objective: To explore the burden associated with childhood ADHD in a large observational study. Methods: We recruited familes with at least one child (6-18 years) with ADHD via 15 NHS trusts in the UK, and collected data from all family members. We made careful adjustments to ensure a like-for-like comparison with two different control groups, and explored the impact of controlling for a positive parental/carer ADHD screen, employment, and relationship status. Results: We found significant negative impacts of childhood ADHD on parents’/carers’ hours and quality of sleep, satisfaction with leisure time, and health-related quality of life (measured by the EuroQol-5D [EQ-5D]). We found a decrement in life satisfaction, mental well-being (as measured by the Short–Warwick Edinburgh Mental Well-Being Scale [S-WEMWBS]), and satisfaction with intimate relationships, but this was not always robust across the different control groups. We did not find any decrement in satisfaction with health, self-reported health status, or satisfaction with income. Conclusion: The study quantifies the impact on the health and well-being of parents living with a child with ADHD using a survey of families attending ADHD clinics in the United Kingdom.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Elgloria Harrison ◽  
Lillie Monroe-Lord ◽  
Andrew D. Carson ◽  
Anne Marie Jean-Baptiste ◽  
Janet Phoenix ◽  
...  

Abstract Background COVID-19 has taken its toll on citizens in all 50 states of the United States. The United States (U.S.) leads the world with 30,291,863 confirmed reported cases and 549,664 deaths as of March 29, 2021 compared to globally confirmed cases at 127,442,926 and 2,787,915 deaths as of March 29, 2021. The U.S. federal government primarily left the response to the virus to individual states, and each implemented varying measures designed to protect health of citizens and the state’s economic well-being. Unintended consequences of the virus and measures to stop its spread may include decreased physical activity and exercise, shifting access and consumption of food, and lower quality-of-life. Therefore, our primary goal was to quantify the impact of COVID-19 on health and well-being by measuring changes in physical activity, mental health-quality of life, food security and nutrition in adults ages 40 and older. We believed shifts in health behaviors would be more prevalent in minorities, less educated, lower socio-economic status, older adults, and those with underlying health conditions, so a secondary goal was to determine the impact of COVID-19 on these sub-populations. Methods We conducted an online survey with 9969 adults 40 years and older between 9 August and 15 September 2020 in urban areas across the four U.S. census regions. The survey included questions about demographic variables, pre-existing health conditions, physical activity, access to food, quality-of-life, and nutritional food status and asked participants to respond with information from pre-pandemic and pandemic conditions. We used paired-sample t-tests to detect changes in variables after the start of the pandemic and Cohen’s d to determine effect sizes. Results Our main findings showed a decrease in physical activity since the onset of COVID-19 for minorities and non-minorities. Food security also slightly increased for minorities during the pandemic, but we found no other changes in food security, quality-of-life indicators, or nutritional status of those who responded to this survey. Conclusions It is concerning that physical activity declined. Such activity helps maintain physical and mental health, and it is also an important time to socialize for many older adults. In many ways, our data indicate that the older adult population in U.S. cities may be more resilient than expected during the pandemic. However, the pandemic could have negative impacts that we did not detect, either due to the survey instrument or the timing of our survey, so the health and well-being of older adults should continue to be monitored in order to mitigate potential negative impacts.


2021 ◽  
pp. 136749352110167
Author(s):  
Gemma Heath ◽  
Cassandra Screti ◽  
Helen Pattison ◽  
Rebecca Knibb

This review aimed to explore how wish-granting interventions impact on the health and well-being of children with life-threatening health conditions and their families, using any study design. Six electronic databases (Medline; PsycINFO; CINAHL; Embase; AMED and HMIC) were systematically searched to identify eligible research articles. Studies were critically appraised using a Mixed Methods Appraisal Tool. Findings were synthesized narratively. 10 papers were included, reporting studies conducted across five countries, published from 2007 to 2019. Study designs were diverse (four quantitative; two qualitative and four mixed method). Results indicated improvements to physical and mental health, quality of life, social well-being, resilience and coping for wish children, parents and siblings. In conclusion, wish-granting interventions can positively impact health and therefore should not be discouraged; however, more research is needed to define and quantify the impact of wish fulfilment and to understand how it can be maximized.


Hematology ◽  
2012 ◽  
Vol 2012 (1) ◽  
pp. 284-289 ◽  
Author(s):  
Julie A. Panepinto

Abstract The use of patient-reported outcomes to measure the health and well-being of patients from their perspective has become an acceptable method to determine the impact of a disease and its treatment on patients. In patients with hemoglobinopathies, prior work has demonstrated that patients experience significant impairment in health-related quality of life (HRQL, a type of patient-reported outcome). This work has provided a better understanding of the burden that these patients experience and the factors that are associated with worse HRQL. The recent development of disease-specific HRQL instruments in sickle cell disease heralds new opportunities to explore the impact of the disease and its treatment on patients. The standards necessary to incorporate the measurement of HRQL into clinical trials are now well outlined by regulatory agencies. Measuring HRQL within a clinical practice setting and outside of the healthcare setting while the patient is at home are now possible and present new opportunities to understand the health and well-being of patients with hemoglobinopathies.


2022 ◽  
pp. 281-301
Author(s):  
Inês Pinho ◽  
Cindy Santos ◽  
Inês Brito ◽  
João Coelho ◽  
Vítor Simões-Silva ◽  
...  

Pain is a distressing and subjective feeling that occurs in different intensities and may result from the stimulation of a nerve due to injury, illness, or emotional disturbance. This chapter aims to understand how VR can contribute to pain management. To this end, the authors will address topics such as: pain – types of pain and its consequences in everyday life, as well as ways to relieve it; virtual reality – what it consists of, its functionalities and components, as well as its application to health and well-being, its advantages and limitations; and virtual reality in pain management. It is intended to emphasize the importance of pain management for the daily lives of individuals and the consequent improvement in the quality of life of those who benefit from this type of intervention.


Sign in / Sign up

Export Citation Format

Share Document