scholarly journals Digital Health Professions Education on Diabetes Management: Systematic Review by the Digital Health Education Collaboration (Preprint)

Author(s):  
Zhilian Huang ◽  
Monika Semwal ◽  
Shuen Yee Lee ◽  
Mervin Tee ◽  
William Ong ◽  
...  

BACKGROUND There is a shortage of health care professionals competent in diabetes management worldwide. Digital education is increasingly used in educating health professionals on diabetes. Digital diabetes self-management education for patients has been shown to improve patients’ knowledge and outcomes. However, the effectiveness of digital education on diabetes management for health care professionals is still unknown. OBJECTIVE The objective of this study was to assess the effectiveness and economic impact of digital education in improving health care professionals’ knowledge, skills, attitudes, satisfaction, and competencies. We also assessed its impact on patient outcomes and health care professionals’ behavior. METHODS We included randomized controlled trials evaluating the impact of digitalized diabetes management education for health care professionals pre- and postregistration. Publications from 1990 to 2017 were searched in MEDLINE, EMBASE, Cochrane Library, PsycINFO, CINAHL, ERIC, and Web of Science. Screening, data extraction and risk of bias assessment were conducted independently by 2 authors. RESULTS A total of 12 studies met the inclusion criteria. Studies were heterogeneous in terms of digital education modality, comparators, outcome measures, and intervention duration. Most studies comparing digital or blended education to traditional education reported significantly higher knowledge and skills scores in the intervention group. There was little or no between-group difference in patient outcomes or economic impact. Most studies were judged at a high or unclear risk of bias. CONCLUSIONS Digital education seems to be more effective than traditional education in improving diabetes management–related knowledge and skills. The paucity and low quality of the available evidence call for urgent and well-designed studies focusing on important outcomes such as health care professionals’ behavior, patient outcomes, and cost-effectiveness as well as its impact in diverse settings, including developing countries.

2019 ◽  
Author(s):  
Bhone Myint Kyaw ◽  
Lorainne Tudor Car ◽  
Louise Sandra van Galen ◽  
Michiel A van Agtmael ◽  
Céire E Costelloe ◽  
...  

BACKGROUND Inappropriate antibiotic prescription is one of the key contributors to antibiotic resistance, which is managed with a range of interventions including education. OBJECTIVE We aimed to summarize evidence on the effectiveness of digital education of antibiotic management compared to traditional education for improving health care professionals’ knowledge, skills, attitudes, and clinical practice. METHODS Seven electronic databases and two trial registries were searched for randomized controlled trials (RCTs) and cluster RCTs published between January 1, 1990, and September 20, 2018. There were no language restrictions. We also searched the International Clinical Trials Registry Platform Search Portal and metaRegister of Controlled Trials to identify unpublished trials and checked the reference lists of included studies and relevant systematic reviews for study eligibility. We followed Cochrane methods to select studies, extract data, and appraise and synthesize eligible studies. We used random-effect models for the pooled analysis and assessed statistical heterogeneity by visual inspection of a forest plot and calculation of the I2 statistic. RESULTS Six cluster RCTs and two RCTs with 655 primary care practices, 1392 primary care physicians, and 485,632 patients were included. The interventions included personal digital assistants; short text messages; online digital education including emails and websites; and online blended education, which used a combination of online digital education and traditional education materials. The control groups received traditional education. Six studies assessed postintervention change in clinical practice. The majority of the studies (4/6) reported greater reduction in antibiotic prescription or dispensing rate with digital education than with traditional education. Two studies showed significant differences in postintervention knowledge scores in favor of mobile education over traditional education (standardized mean difference=1.09, 95% CI 0.90-1.28; I2=0%; large effect size; 491 participants [2 studies]). The findings for health care professionals’ attitudes and patient-related outcomes were mixed or inconclusive. Three studies found digital education to be more cost-effective than traditional education. None of the included studies reported on skills, satisfaction, or potential adverse effects. CONCLUSIONS Findings from studies deploying mobile or online modalities of digital education on antibiotic management were complementary and found to be more cost-effective than traditional education in improving clinical practice and postintervention knowledge, particularly in postregistration settings. There is a lack of evidence on the effectiveness of other digital education modalities such as virtual reality or serious games. Future studies should also include health care professionals working in settings other than primary care and low- and middle-income countries. CLINICALTRIAL PROSPERO CRD42018109742; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=109742


10.2196/14984 ◽  
2019 ◽  
Vol 21 (9) ◽  
pp. e14984 ◽  
Author(s):  
Bhone Myint Kyaw ◽  
Lorainne Tudor Car ◽  
Louise Sandra van Galen ◽  
Michiel A van Agtmael ◽  
Céire E Costelloe ◽  
...  

Background Inappropriate antibiotic prescription is one of the key contributors to antibiotic resistance, which is managed with a range of interventions including education. Objective We aimed to summarize evidence on the effectiveness of digital education of antibiotic management compared to traditional education for improving health care professionals’ knowledge, skills, attitudes, and clinical practice. Methods Seven electronic databases and two trial registries were searched for randomized controlled trials (RCTs) and cluster RCTs published between January 1, 1990, and September 20, 2018. There were no language restrictions. We also searched the International Clinical Trials Registry Platform Search Portal and metaRegister of Controlled Trials to identify unpublished trials and checked the reference lists of included studies and relevant systematic reviews for study eligibility. We followed Cochrane methods to select studies, extract data, and appraise and synthesize eligible studies. We used random-effect models for the pooled analysis and assessed statistical heterogeneity by visual inspection of a forest plot and calculation of the I2 statistic. Results Six cluster RCTs and two RCTs with 655 primary care practices, 1392 primary care physicians, and 485,632 patients were included. The interventions included personal digital assistants; short text messages; online digital education including emails and websites; and online blended education, which used a combination of online digital education and traditional education materials. The control groups received traditional education. Six studies assessed postintervention change in clinical practice. The majority of the studies (4/6) reported greater reduction in antibiotic prescription or dispensing rate with digital education than with traditional education. Two studies showed significant differences in postintervention knowledge scores in favor of mobile education over traditional education (standardized mean difference=1.09, 95% CI 0.90-1.28; I2=0%; large effect size; 491 participants [2 studies]). The findings for health care professionals’ attitudes and patient-related outcomes were mixed or inconclusive. Three studies found digital education to be more cost-effective than traditional education. None of the included studies reported on skills, satisfaction, or potential adverse effects. Conclusions Findings from studies deploying mobile or online modalities of digital education on antibiotic management were complementary and found to be more cost-effective than traditional education in improving clinical practice and postintervention knowledge, particularly in postregistration settings. There is a lack of evidence on the effectiveness of other digital education modalities such as virtual reality or serious games. Future studies should also include health care professionals working in settings other than primary care and low- and middle-income countries. Clinical Trial PROSPERO CRD42018109742; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=109742


10.2196/12488 ◽  
2019 ◽  
Vol 8 (3) ◽  
pp. e12488 ◽  
Author(s):  
Laura Martinengo ◽  
Natalie Jia Ying Yeo ◽  
Zheng Qiang Tang ◽  
Kasturi D/O Markandran ◽  
Bhone Myint Kyaw ◽  
...  

2020 ◽  
Vol 4 (1) ◽  
pp. 13-27 ◽  
Author(s):  
Lynn Rochester ◽  
Claudia Mazzà ◽  
Arne Mueller ◽  
Brian Caulfield ◽  
Marie McCarthy ◽  
...  

Health care has had to adapt rapidly to COVID-19, and this in turn has highlighted a pressing need for tools to facilitate remote visits and monitoring. Digital health technology, including body-worn devices, offers a solution using digital outcomes to measure and monitor disease status and provide outcomes meaningful to both patients and health care professionals. Remote monitoring of physical mobility is a prime example, because mobility is among the most advanced modalities that can be assessed digitally and remotely. Loss of mobility is also an important feature of many health conditions, providing a read-out of health as well as a target for intervention. Real-world, continuous digital measures of mobility (digital mobility outcomes or DMOs) provide an opportunity for novel insights into health care conditions complementing existing mobility measures. Accepted and approved DMOs are not yet widely available. The need for large collaborative efforts to tackle the critical steps to adoption is widely recognised. Mobilise-D is an example. It is a multidisciplinary consortium of 34 institutions from academia and industry funded through the European Innovative Medicines Initiative 2 Joint Undertaking. Members of Mobilise-D are collaborating to address the critical steps for DMOs to be adopted in clinical trials and ultimately health care. To achieve this, the consortium has developed a roadmap to inform the development, validation and approval of DMOs in Parkinson’s disease, multiple sclerosis, chronic obstructive pulmonary disease and recovery from proximal femoral fracture. Here we aim to describe the proposed approach and provide a high-level view of the ongoing and planned work of the Mobilise-D consortium. Ultimately, Mobilise-D aims to stimulate widespread adoption of DMOs through the provision of device agnostic software, standards and robust validation in order to bring digital outcomes from concept to use in clinical trials and health care.


Author(s):  
Salmeen D. Babelgaith ◽  
Mansour Almetwazi ◽  
Syed Wajid ◽  
Saeed Alfadly ◽  
Ahmed M Shaman ◽  
...  

Background: This study aimed to evaluate the Impact of diabetes continuing education on knowledge and practice of diabetes care among health care professionals in Yemen. Methods: A quasi-experimental study was carried out among health care professionals. The original questionnaire consisted of 22 multiple choice questions. A total of 73 HCPs received continuing education (CE) intervention.  Knowledge attitude and practice (KAP) was assessed using a validated questionnaire.  Results: The result showed that majority of the HCPs has a good general knowledge on diabetes and its managements prior to the CE program. Evaluation of the general knowledge score of the HCPs found some improvement in the knowledge score, however the improvement was not significant (p=0.31). The result of this study found that HCPs has good knowledge on monitoring the sign, symptoms and laboratory parameters. Conclusion: Evaluation of the knowledge score on Goal of Diabetes Management of HCPs found significant (p=0.024) improvement in the knowledge score. The results indicated that the lab values were rated as the most important in the goal for the treatment of diabetes patients.  The study also found no significant difference in practice score after CE program among HCPs.


2019 ◽  
Vol 80 (11) ◽  
pp. 665-669
Author(s):  
CK Boughton ◽  
R Hovorka

The prevalence of diabetes in the inpatient setting is increasing, and suboptimal glucose control in hospital is associated with increased morbidity and mortality. Attaining the recommended glucose levels is challenging with standard insulin therapy. Hypoglycaemia and hyperglycaemia are common and diabetes management in hospital can be a considerable workload burden for health-care professionals. Fully automated insulin delivery (closed-loop) has been shown to be safe, and achieves superior glucose control than standard insulin therapy in the hospital, including in those patients receiving haemodialysis and enteral or parenteral nutrition where glucose control can be particularly challenging. Evidence that the improved glucose control achieved using closed-loop systems can translate into improved clinical outcomes for patients is key to support widespread adoption of this technology. The closed-loop approach has the potential to provide a paradigm shift in the management of inpatient diabetes, particularly in the most challenging inpatient populations, and may reduce staff work burden and the health-care costs associated with inpatient diabetes.


2018 ◽  
pp. 1-9 ◽  
Author(s):  
Shivank Garg ◽  
Noelle L. Williams ◽  
Andrew Ip ◽  
Adam P. Dicker

Digital health constitutes a merger of both software and hardware technology with health care delivery and management, and encompasses a number of domains, from wearable devices to artificial intelligence, each associated with widely disparate interaction and data collection models. In this review, we focus on the landscape of the current integration of digital health technology in cancer care by subdividing digital health technologies into the following sections: connected devices, digital patient information collection, telehealth, and digital assistants. In these sections, we give an overview of the potential clinical impact of such technologies as they pertain to key domains, including patient education, patient outcomes, quality of life, and health care value. We performed a search of PubMed ( www.ncbi.nlm.nih.gov/pubmed ) and www.ClinicalTrials.gov for numerous terms related to digital health technologies, including digital health, connected devices, smart devices, wearables, activity trackers, connected sensors, remote monitoring, electronic surveys, electronic patient-reported outcomes, telehealth, telemedicine, artificial intelligence, chatbot, and digital assistants. The terms health care and cancer were appended to the previously mentioned terms to filter results for cancer-specific applications. From these results, studies were included that exemplified use of the various domains of digital health technologies in oncologic care. Digital health encompasses the integration of a vast array of technologies with health care, each associated with varied methods of data collection and information flow. Integration of these technologies into clinical practice has seen applications throughout the spectrum of care, including cancer screening, on-treatment patient management, acute post-treatment follow-up, and survivorship. Implementation of these systems may serve to reduce costs and workflow inefficiencies, as well as to improve overall health care value, patient outcomes, and quality of life.


2020 ◽  
Vol 46 (2) ◽  
pp. 139-160 ◽  
Author(s):  

Purpose The AADE7 Self-Care Behaviors® (AADE7) is a robust framework for self-management of diabetes and other related conditions, such as prediabetes and cardiometabolic diseases. It is the position of the American Association of Diabetes Educators (AADE) that, at the cornerstone of diabetes self-management education and support, the AADE7 is the framework for achieving behavior change that leads to effective self-management through improved behavior and clinical outcome measures. The AADE7 model guides the health care team in effective person-centered collaboration and goal setting to achieve health-related outcomes and improved quality of life. Continued research and evidence are critical to expand this model and broaden its application to other chronic conditions. Given the advances in the science of diabetes management, as well as in diabetes self-management education and support, AADE has evaluated the AADE7 within the framework of these advances, including the digital and dynamic health care landscape. Conclusion This revised position statement blends the updates in research and AADE’s vision and expansion beyond diabetes to refresh the AADE7 framework. This revision reflects the perspectives of all members of the health care team as they problem solve with individuals who are at risk for or who have diabetes and related conditions to achieve healthier outcomes.


2020 ◽  
Vol 37 (4) ◽  
pp. 445-452
Author(s):  
Shuk Kwan Tang ◽  
Mimi Mun Yee Tse ◽  
Sau Fong Leung ◽  
Theofanis Fotis

Abstract Background Pain affects a person’s physical and psychological well-being, work performance and productivity. Working population bear their pain and continue to work which may contribute to the worsening of their pain condition. However, their pain situation was not well-examined. Objective The aim of the study was to explore the prevalence of acute and chronic pain in the working population in Hong Kong, understand their pain management strategies and determine their preferences with regard to the use of electronic pain management materials. Methods This was an exploratory online survey. The participants’ pain history, their preferences in methods of pain management, the source of the pain management education that they had received, sources and preferences in relation to the use of the Internet for pain education, and the participants’ demographic characteristics were collected. Results A total of 210 participants joined the study, 67% of whom were experiencing pain. Of the group in pain, 71.6% were in chronic pain that has persisted for 3 months or more. Pain intensities ranged from 2.82 to 3.82 on a 10-point numeric scale. Of the participants, 85.7% reported not receiving adequate pain management education, and 91.4% of those agreed pain services were inadequate. Websites and health care professionals were the sources from which they obtained their pain management education. Conclusions The high prevalence of pain in the working population requires special attention. Health care professionals should be proactive and an online pain management programme can be a solution to address the critical problem of pain in the working population.


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