Personalized Digital Phenotype Score, Healthcare Management and Intervention Strategies Using Knowledge Enabled Digital Health Framework for Pediatric Asthma


Book Description

Asthma is a personalized, and multi-trigger respiratory condition which requires continuous monitoring and management of symptoms and medication adherence. We developed kHealth: Knowledge-enabled Digital Healthcare Framework to monitor and manage the asthma symptoms, medication adherence, lung function, daily activity, sleep quality, indoor, and outdoor environmental triggers of pediatric asthma patients. The kHealth framework collects up to 1852 data points per patient per day. It is practically impossible for the clinicians, parents, and the patient to analyze this vast amount of multimodal data collected from the kHealth framework. In this chapter, we describe the personalized scores, clinically relevant asthma categorization using digital phenotype score, actionable insights, and potential intervention strategies for better pediatric asthma management.




Recent Advances in Asthma Research and Treatments


Book Description

This book provides an insightful and analytical look at several aspects related to asthma. Written by experts in the field, chapters cover such topics as asthma phenotypes and current biological treatments, anaphylactic reactions in radiology procedures, asthma and COVID-19, mobile apps for both patients and providers, the function of non-coding RNAs in asthma mediated by Th2 cells, and the roles of B7 and semaphorin molecules. The book provides readers the information they need to get a clear understanding of asthma, its phenotypes, treatment biologics, COVID-19 effects, digital care frameworks, epigenetics, and costimulators/immune checkpoints.




Evaluation of a Web-enabled Interactive Multimedia Pediatric Asthma Education Program


Book Description

Introduction . Asthma is a chronic disease that affects millions of children. Many asthma education programs have been developed and evaluated. However, no Internet-enabled, asthma education program had been evaluated in a randomized controlled trial. This study investigated the effects of an Internet-enabled interactive multimedia asthma education program on asthma knowledge of children and their caregivers, on children's health outcomes and their use of health care resources. Methods . Two hundred and twenty-eight asthmatic children visiting a pulmonary clinic were randomly assigned to control and intervention groups. Children and caregivers in both groups received conventional verbal and printed information about asthma. Intervention group participants received additional asthma education through the Interactive Multimedia Program for Asthma Control & Tracking (IMPACT©). Knowledge, symptom history, resource utilization, and quality of life data were collected at the initial visit and at 3- and 12-month intervals. Results . Analysis of knowledge scores using one-group Student's t-tests showed a significant improvement in disease specific knowledge about asthma and its management between the initial visit and the 12-month follow-up visit among the three groups: caregivers of children 0-6 years old, caregivers of children 7-17 years old and children 7-17 years old. Comparison of control and intervention groups using the Cochran-Mantel-Haenszel statistic revealed significantly higher knowledge gains in the intervention groups among caregivers of children 0-6 years old (p = .0085) and 7-17 years old (p = .0073), and among children 7-17 years old (p = .0006). The intervention group children experienced fewer days of asthma symptoms (p = .0099), fewer emergency room visits (p = .0243), and a decreased daily dose of inhaled corticosteroids (p = .0069). Knowledge scores for children 7-17 years old correlated with fewer urgent physician visits (r = 0.37, p = .011) and less frequent use of quick-relief medicines (r = 0.30, p = .043). However, the two groups did not significantly differ in the frequency of quick relief medicine use, the days of activity limitation, the nights of disturbed sleep, the number of urgent visits to physicians, the number of hospitalizations due to asthma, the days of stay in hospital for all hospitalizations, the number of school days missed, the asthma related quality of life and in the Pulmonary Function Test measures. Conclusions . The Interactive Multimedia Program for Asthma Control & Tracking (IMPACT©) is effective in improving asthma knowledge of asthmatic children and their caregivers and in improving health of asthmatic children.




The Digital Patient


Book Description

A modern guide to computational models and constructive simulation for personalized patient care using the Digital Patient The healthcare industry’s emphasis is shifting from merely reacting to disease to preventing disease and promoting wellness. Addressing one of the more hopeful Big Data undertakings, The Digital Patient: Advancing Healthcare, Research, and Education presents a timely resource on the construction and deployment of the Digital Patient and its effects on healthcare, research, and education. The Digital Patient will not be constructed based solely on new information from all the “omics” fields; it also includes systems analysis, Big Data, and the various efforts to model the human physiome and represent it virtually. The Digital Patient will be realized through the purposeful collaboration of patients as well as scientific, clinical, and policy researchers. The Digital Patient: Advancing Healthcare, Research, and Education addresses the international research efforts that are leading to the development of the Digital Patient, the wealth of ongoing research in systems biology and multiscale simulation, and the imminent applications within the domain of personalized healthcare. Chapter coverage includes: The visible human The physiological human The virtual human Research in systems biology Multi-scale modeling Personalized medicine Self-quantification Visualization Computational modeling Interdisciplinary collaboration The Digital Patient: Advancing Healthcare, Research, and Education is a useful reference for simulation professionals such as clinicians, medical directors, managers, simulation technologists, faculty members, and educators involved in research and development in the life sciences, physical sciences, and engineering. The book is also an ideal supplement for graduate-level courses related to human modeling, simulation, and visualization.







Digital Health Literacy Intervention for Children with Asthma


Book Description

Background: Affecting approximately 235 million patients, asthma is one of the most common non-communicable diseases worldwide. Asthma causes hospitalizations and emergency room visits as well as days off from work or school. It also has a high mortality rate. As there is still no medical cure for asthma, disease management, education and health literacy are key aspects of treatment. Over the last decade, new technologies have offered new solutions for asthma management and asthma education. Asthma health interventions can now be delivered electronically or digitally via computers, websites or smartphones. Objective: This thesis evaluates "MAX - dein Asthmacoach," a digital health intervention for children with asthma that uses text-based chatbots. The goal of the thesis is the qualitative evaluation of the intervention, taking into account the experiences of the health professionals participating in the pilot study. Therefrom, design implications for implementation in the Swiss health care system may be derived. Method: Nine of the participating health professionals provided feedback and shared their experiences during in-person, semi-structured interviews. The interviews were recorded, transcribed and coded with MAXQDA 17. Results: Overall, 220 phrases were coded, and 69 coding terms were formed. The coding of the interviews resulted in 23 coding terms for aspects that were perceived as good by the health professionals and 31 coding terms for challenges and weaknesses in the intervention. The health professionals discussed 15 future development options for the interventions. These codes were summarized in a coding list with definitions and exemplary quotes. Conclusion: In general, the health professionals interviewed were enthusiastic about the digital health intervention and the application. However, they also provided relevant insights into the challenges and difficulties with the intervention. From these lessons learned in th.




An Evidence-Based Education Program to Promote Health Outcomes in Asthmatic Children


Book Description

This dissertation, "An Evidence-based Education Program to Promote Health Outcomes in Asthmatic Children" by Yuk-ling, Ng, 伍玉玲, was obtained from The University of Hong Kong (Pokfulam, Hong Kong) and is being sold pursuant to Creative Commons: Attribution 3.0 Hong Kong License. The content of this dissertation has not been altered in any way. We have altered the formatting in order to facilitate the ease of printing and reading of the dissertation. All rights not granted by the above license are retained by the author. Abstract: Asthma is a common chronic disease for children and is a leading cause for their hospitalization. Despite its negative health impact, a local survey has shown that children with asthma as well as their parents have a lack of understanding for asthma management (Wong, Wong, Chung & Lau, 2001). However, to help asthmatic children to better cope with their condition, it is important for health care professional such as nurses to enhance their knowledge in asthma management. Recent empirical research has shown that education promoting knowledge of asthma management can improve health outcomes in asthmatic children. Therefore, it is important to develop an evidence-based asthma education guideline for them. This dissertation aims to evaluate the empirical evidence of the education program for asthmatic children, with the age ranging from 5 to 18, and their parents. The goal of the proposed program is to reduce their re-hospitalization rate by enhancing their knowledge of asthma care. A translational nursing research was conducted and 10 studies focusing on asthma education program for children and their parents were identified from electronic databases. Critical appraisal was performed using the recognized assessment tool, named the Scottish Intercollegiate Guidelines Network (SIGN) (2008). Recommendations were developed based on the data extracted from the review. Based on the literatures reviewed, it was found that a 45-to-60 minute one-to-one educational intervention conducted by nurses using self-management plan is the most effective method for improving the health outcomes for asthmatic children. A plan of translating the empirical information extracted from the review into practice was developed and the potential of implementation was assessed. Based on the assessment, it was found that there is high transferability of the findings from the review and the proposed innovation is feasible in the selected clinical setting. In addition, the benefits generated from the proposed innovation also outweigh its cost. An evidence-based guideline was then developed based on the high and medium level of evidence. The grades of the recommendation were stated as well. A comprehensive communication plan targeting on various stakeholders was prepared. A pilot study was designed to examine the feasibility of the proposed innovation before the full-scale implementation. The outcomes of the proposed innovation include the re-hospitalization rate of asthmatic children, the patients' and nurses' level of knowledge in asthma care, the satisfactory level of patients and nurses towards the innovation, the competency of nurses in conducting the innovation, and the utilization rate and the cost of the innovation. They would be evaluated using appropriate methodologies. The proposed innovation would be considered as effective if the primary outcome, the re-hospitalization rate of asthmatic children is reduced. DOI: 10.5353/th_b4833598 Subjects: Asthma in children Evidence-based nursing




Evaluation of a School-based Program Targeting Pediatric Asthma Self-management Skills in an Urban Population


Book Description

Asthma is the most commonly diagnosed chronic disorder in childhood and is linked with several problematic outcomes including frequent school absences, increased hospitalizations and decreased quality of life. Further, urban populations struggling with low socioeconomic status are disproportionately represented in prevalence statistics and suffer from increased functional morbidity relative to other children with asthma. These findings exist in the midst of largely effective pharmacological interventions. Asthma self-management programs (SMPs) target several behaviors linked to improved outcomes and are often used as an adjunct to medication management. SMPs have been employed using a variety of techniques and treatment targets in a wide range of settings. Data suggests that SMPs have a mild to moderate impact on functional morbidity outcomes and merit further research. In order to facilitate efficacious interventions to those at highest risk of problematic outcomes, common barriers impinging on program attendance must be alleviated. The school setting proves to be an ideal location to deliver SMPs due to their accessibility and available resources. The current project evaluates a school-based asthma SMP delivered in an urban setting. Results reveal statistically significant increases in quality of life and child reported knowledge as well as decreased utilization of urgent care outpatient treatment. Trends towards decreased agreement between children and caregivers on allocation of asthma management tasks reflect challenges with implementation of programs in the absence of frequent parental contact. School-based asthma SMPs afford several benefits to high-risk populations but also must reflect the need for family involvement in successful asthma management.




Developing a Patient-driven Arts-based Knowledge Translation Tool for Parents of Children with Asthma


Book Description

Background: Family-centered education is critical to managing childhood asthma, the most common chronic disease of childhood in North America. Parents are largely responsible for the day-to-day management of their child's asthma; as such, finding effective ways to educate parents about asthma is essential to improving childhood asthma outcomes. It is known that the information needs of parents of children with asthma are not being met through current educational approaches despite the availability of high quality evidence on childhood asthma management. Patient-driven educational materials that leverage the power of the arts show promise in communicating health information, and may be useful for parents of children with asthma. However, arts-based knowledge translation approaches are in their infancy, and no such strategy has been developed for parents of children with asthma. Purpose: The purpose of this dissertation is to identify the information needs of parents of children with asthma, use these data to develop an arts-based educational material (i.e., arts- based knowledge translation tool), and thereby contribute to the emerging knowledge base of arts-based knowledge translation. Methods: This dissertation consists of four prototypes of an arts-based knowledge translation tool and four related papers: (I) a state-of-the- science review of the literature to determine the information needs of parents of children with asthma; (II) an interpretive descriptive qualitative study on the information needs and experiences of 21 parents of children with asthma, representing diverse backgrounds and stages of the illness trajectory; (III) a methods paper which outlines the process and challenges associated with developing a patient-driven arts-based knowledge translation tool; and (IV) a theoretical paper where a classification schema for arts- based knowledge translation strategies is developed. Findings and Conclusions: The following four knowledge gaps were identified and addressed through this dissertation: (I) knowledge about the information needs of parents of children with asthma was lacking in previous research; (II) the information needs of parents of children with asthma are not being addressed through current educational approaches; (III) innovative educational approaches to knowledge translation, such as arts-based approaches, may hold promise in childhood asthma but have not been developed or discussed; and (IV) the theoretical basis of arts-based knowledge translation approaches is underexplored. In this dissertation I address these limitations by identifying extant research on parents information needs in childhood asthma (paper one), using these findings to inform a qualitative research study of parents' information needs (paper two), developing four prototypes of a patient-driven arts-based knowledge translation tool for parents of children with asthma based on qualitative findings and best evidence about asthma management (paper three; appendices A through E), and developing an arts-based knowledge translation classification schema based on the mechanisms underlying these approaches (paper four). Through this research, I illustrate that parents of children with asthma have pervasive, unmet information needs and information deficits of varying types, which negatively impacts asthma management, child and family well-being. I demonstrate support for developing the patient-driven arts-based knowledge translation tool and present conceptual and pragmatic complexities associated with this process. These findings contribute to childhood asthma management through a creative and patient-centered approach, while substantively contributing theoretical and procedural knowledge to the growing domain of arts-based knowledge translation.




Environmental Management of Pediatric Asthma


Book Description

These guidelines are the product of a new Pediatric Asthma Initiative aimed at integrating environmental management of asthma into pediatric health care. This document outlines competencies in environmental health relevant to pediatric asthma that should be mastered by primary health care providers, and outlines the environmental interventions that should be communicated to patients. These environmental management guidelines were developed for pediatricians, family physicians, internists, pediatric nurse practitioners, pediatric nurses, and physician assistants. In addition, these guidelines should be integrated into respiratory therapists' and licensed case/care (LICSW) management professionals' education and training. The guidelines contain three components: (1) Competencies: An outline of the knowledge and skills that health care providers and health professional students should master and demonstrate in order to incorporate management of environmental asthma triggers into pediatric practice; (2) Environmental History Form: A quick, easy, user-friendly document that can be utilized as an intake tool by the health care provider to help determine pediatric patients' environmental asthma triggers; and (3) Environmental Intervention Guidelines: Follow-up questions and intervention solutions to environmental asthma triggers. Although environmental factors may play a role in the prevalence of asthma in the population, these guidelines are not directed at the primary prevention of pediatric asthma on a general scale. They are aimed instead at educating health care professionals on how to advise families about environmental interventions that can reduce or eliminate triggers for children who are already diagnosed with asthma. These guidelines are intended to be used with children (0-18 years) already diagnosed with asthma. Referral to a specialist is advised if the diagnosis of asthma is in doubt. Sources of guidelines for making the diagnosis of asthma include the NAEPP (National Asthma Education and Prevention Program) Guidelines and resources from Kaiser Permanente, the American Academy of Allergy Asthma & Immunology, and the American Academy of Pediatrics. Sources of Additional Information are appended.