The Current Status of Telemedicine Technology Use Across the World Health Organization European Region: An Overview of Systematic Reviews

Digital health literacy among the Spanish population: a descriptive and latent class analysis study

Spain has been consolidating the implementation of digital healthcare. However, there is not a comprehensive picture of the digital health literacy of the population in relation to existing policies and practices. To identify different profiles of people by analysing their digital health literacy, with the ultimate goal of providing healthcare organizations with indications to improve the relationship between people and the healthcare system. This cross-sectional survey study included 400 people aged ≥18 years from May 2021 to May 2022 in Spain. Participants were stratified by gender, age range, and residential area mirroring the Spanish population, and were recruited by an online panel and in community settings. A self-administered online survey was used, including the eHLQ questionnaire as a main measure and sociodemographic information. The digital health literacy level was medium and balanced among the seven eHLQ dimensions (ranging from 2.60 to 2.77 out of 5). The latent class analysis revealed five profiles based on the scores of the dimensions of the eHLQ questionnaire and taking into account age, technology use, and educational level. Access to digital services that work, together with using digital technology to process health information, is the main challenge identified by the participants. National health institutions and policies should focus not only on educating and training in digital skills but also on providing reliable and useful digital health services. This is the first study to provide a comprehensive digital health literacy profile of the Spanish population using the eHLQ questionnaire.

Enabling Telemedicine From the System-Level Perspective: Scoping Review

BACKGROUND

Telemedicine is a strategy for providing health care services remotely that improves service accessibility. Telemedicine has attracted growing research interest in the past 10 years, including systematic reviews that synthesize evidence to share experiences and enhance knowledge. However, most of the published systematic reviews have focused on synthesizing evidence from studies on telemedicine at the organizational level. A collected understanding of factors on the system level that influence the successful implementation and adoption of telemedicine needs to be developed, especially in regional and rural areas.

OBJECTIVE

This scoping review aims to explore key success factors and challenges that influence the implementation and adoption of telemedicine at the system level, particularly in regional and rural areas.

METHODS

This scoping review was conducted in accordance with the framework by Arksey and O'Malley and reported using the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews). A total of 5 databases (CINAHL, Cochrane, Medline, Ovid, and Scopus) were searched for research articles published in English between January 2010 and 2023, using the established inclusion criteria.

RESULTS

Of the 10,691 papers identified, 89 were included in this review, including 16 (17.98%) studies conducted in regional and rural areas and 13 (14.61%) in metropolitan areas. Another 13 (14.61%) studies were conducted in both metropolitan areas and regional and rural areas. Overall, 6 categories with more than 70 key success factors, including system-level requirements (n=13, 18.40%), economic considerations and funding (n=6, 8.70%), technological requirements (n=6, 8.70%), organizational requirements (n=19, 27.54%), understanding and supporting clinicians (n=12, 17.39%), and understanding and improving patients' perceptions (n=13, 18.84%), were identified. Additionally, 5 categories containing over 50 challenges, including those related to system levels (n=11, 23.91%), technological requirements (n=6, 13.04%), organizational requirements (n=13, 28.26%), clinicians (n=10, 21.74%), and patients (n=6, 13.04%), were identified. Among the identified factors, 11 (9.57%) were specific to regional and rural areas.

CONCLUSIONS

This scoping review confirms that the successful implementation of telemedicine requires collective efforts at both the system and organizational levels, including coordination and collaboration across different regions and organizations. It underscores the importance of establishing a national network that enhances public awareness of telemedicine and clarity in payment and benefit distribution models and strengthens data security protection measures. The review also highlights the necessity of addressing infrastructural deficiencies, including internet connectivity in regional and rural areas, and suggests the implementation of targeted incentives and support measures. The required collective efforts are detailed in the proposed framework that promotes popularizing telemedicine, enhancing the overall quality and efficiency of health care services, and achieving broader health equity.

Improving forensic healthcare: ARMED, a new telemedical examination

BACKGROUND

the Istanbul Convention demands care to victims of violence while upholding forensic standards. Victims, however, often seek medical help at hospitals where the availability of forensic experts is limited. This results in overlooked injuries and lost or damaged evidence, ultimately impacting court proceedings and identification of individuals at risk. The aim of this paper was to establish real-time remote guidance for distant physicians during the forensic examination of violence victims.

METHODS

Augmented Reality Assisted Medical Evidence Collection and Documentation (ARMED) was established in Heidelberg at the Institute for Forensic and Traffic Medicine (IFTM) in 2023 as an innovative telementoring model. Video-teleconferencing components including a head-mounted device (HMD), a customized software package, hardware devices, and a data management portal were employed to facilitate seamless expert care delivery, data sharing, and to ensure privacy and confidentiality. ARMED platform was evaluated in three partner hospitals with parameters including internet connection stability, clarity of live-streaming and audio-visual communication, the quality of photos, and the safety of data management.

RESULTS

The combination of RealWear Navigator 500 as HMD, a customized version of videoconferencing software, and a portal server system for safe and secure patient data management constituted a robust, user-friendly, and practical telemedicine solution.

CONCLUSION

ARMED facilitates real-time communication between healthcare providers and forensic experts, enhancing their ability to recognize and detect injuries effectively. This holds the potential to significantly improve the process of evidence collection for documenting cases of violence, ultimately aiding in the pursuit of justice and the protection of victims.

The Impact of Introducing a Temporary Telemedicine Policy on Primary Care Visits: An Analysis of National Claims Data in South Korea

Background: This study evaluates the impact of temporary telemedicine implementation on primary care visits, which surged during the COVID-19 pandemic in South Korea. Methods: This study was conducted using national claims data from February 24, 2020 to February 23, 2021. The study included 1,926,300 patients with acute mild respiratory diseases and 1,031,174 patients with acute mild gastrointestinal diseases. The study compared medication prescriptions, follow-up visit patterns, and safety outcomes, including admissions to emergency departments (EDs), general wards (GWs), and intensive care units (ICUs), between telemedicine and in-person visits. Results: Telemedicine was linked to higher medication prescription rates for both respiratory and gastrointestinal conditions, higher levels of antibiotics use, and longer prescription durations. Patients who had an initial telemedicine consultation were more likely to have an in-person follow-up visit within 1 day. Conversely, those with an initial in-person visit were more inclined to use telemedicine for their early second visit within 1 day. There were no significant differences in ED or ICU admissions, except for a slight increase in GW admissions for gastrointestinal conditions. Conclusion: Telemedicine can effectively complement in-person care for acute mild conditions without compromising patient safety, suggesting its potential for broader integration into primary care. Further studies are recommended to optimize telemedicine use and address any long-term impacts on health care delivery.

Telemedicine in cancer care: lessons from COVID-19 and solutions for Europe

The COVID-19 pandemic challenged healthcare delivery, especially cancer care. Telemedicine emerged as an important tool to reduce disease transmission risks, maintain continuity of care, and improve accessibility. This study explores temporary measures during the pandemic as well as challenges and facilitators for integrating telemedicine into the European healthcare landscape in five case countries, focusing on cancer care. Expert interviews were conducted in five EU countries with diverse health systems: Austria, Belgium, Denmark, Italy, and Poland. A thematic analysis was performed. Themes were further explored related to regulatory changes during COVID-19 as well as barriers and facilitators to telemedicine implementation. COVID-19 accelerated telemedicine uptake and processes (i.e. regulations, reimbursement) in all case countries. Acceptance of telemedicine increased among healthcare professionals and patients. Post-pandemic telemedicine use and acceptance declined to pre-pandemic levels in some countries and was attributed to several factors including preferences for in-person visits. Overall, persistent barriers were identified by all country experts including lack of standardized policies, data privacy concerns, technological infrastructure issues, and digital literacy gaps. Telemedicine was validated by all country experts as an important tool to enhance cancer care access and efficiency and to help maintaining continuity of cancer care during crises. Our findings highlight some overlapping barriers and suggest solutions to overcome these barriers across the selected countries. Recommendations for policymakers are listed, emphasizing the importance of telemedicine services in improving healthcare access, efficiency, and resilience. Future research should incorporate diverse population studies, patient perspectives, cost-effectiveness, and policy impacts.

Virtual physical examination in teleconsultation: A scoping review

BACKGROUND

The conduct of virtual physical examination has provided significant information for the diagnosis during a teleconsultation session, especially during the COVID-19 pandemic, where in-person physical examinations have been greatly compromised.

OBJECTIVE

The aim of this scoping review was to provide a comprehensive overview of the available evidence concerning virtual physical examination (VPE) in all healthcare settings during the COVID-19 pandemic. The review focuses on types of VPE, technological and non-technological approaches, patient and clinician experiences, as well as barriers and facilitators of VPE.

METHODS

A literature search was conducted across three databases, namely MEDLINE, Embase, and Scopus. Only studies in the English language with primary research data collected from December 2019 to January 2023 were included. A narrative analysis, highlighting patients' and clinicians' experiences, was conducted on the included studies. This scoping review was reported using The PRISMA extension for scoping reviews (PRISMA-ScR) Checklist.

RESULTS

A total of 25 articles meeting eligibility criteria were identified. Three major types of VPE included were musculoskeletal, head and neck, and chest exams. Sixteen studies involved specific technological aids, while three studies involved non-technological aids. Patients found VPE helped them to better assess their disease conditions, or aided their clinicians' understanding of their conditions. Clinicians also reported that VPE had provided enough clinically relevant information for decision-making in 2 neurological evaluations. Barriers to conducting VPE included technological challenges, efficacy concerns, confidence level of assistants, as well as patient health conditions, health literacy, safety, and privacy.

CONCLUSIONS

Patients found virtual physical examination (VPE) helpful in understanding their own conditions, and clinicians found it useful for better assessing patient's conditions. From the clinicians' point of view, VPE provided sufficient clinically relevant information for decision-making in neurological evaluations. Major barriers identified for VPE included technological issues, patient's health conditions, and their health literacy.

Design, Implementation, and Analysis of an Assessment and Accreditation Model to Evaluate a Digital Competence Framework for Health Professionals: Mixed Methods Study

BACKGROUND

Although digital health is essential for improving health care, its adoption remains slow due to the lack of literacy in this area. Therefore, it is crucial for health professionals to acquire digital skills and for a digital competence assessment and accreditation model to be implemented to make advances in this field.

OBJECTIVE

This study had two objectives: (1) to create a specific map of digital competences for health professionals and (2) to define and test a digital competence assessment and accreditation model for health professionals.

METHODS

We took an iterative mixed methods approach, which included a review of the gray literature and consultation with local experts. We used the arithmetic mean and SD in descriptive statistics, P values in hypothesis testing and subgroup comparisons, the greatest lower bound in test diagnosis, and the discrimination index in study instrument analysis.

RESULTS

The assessment model designed in accordance with the competence content defined in the map of digital competences and based on scenarios had excellent internal consistency overall (greatest lower bound=0.91). Although most study participants (110/122, 90.2%) reported an intermediate self-perceived digital competence level, we found that the vast majority would not attain a level-2 Accreditation of Competence in Information and Communication Technologies.

CONCLUSIONS

Knowing the digital competence level of health professionals based on a defined competence framework should enable such professionals to be trained and updated to meet real needs in their specific professional contexts and, consequently, take full advantage of the potential of digital technologies. These results have informed the Health Plan for Catalonia 2021-2025, thus laying the foundations for creating and offering specific training to assess and certify the digital competence of such professionals.

Characteristics and quality of systematic reviews led by Peruvian authors: A scoping review

Background

Systematic reviews (SRs) worldwide suffer from methodological deficiencies, potentially biasing intervention decisions, and Peruvian SRs are no exception. Evaluating SRs led by Peruvian researchers is a crucial step to enhance quality and transparency in decision-making and to identify topics where SRs are either scarce or prioritized for research.

Objective

To describe the characteristics and assess the methodological quality of SRs with Peruvian first authors.

Methods

We conducted a scoping review within the Scopus database on January 5, 2023. We aimed to identify published SRs of interventions in which the first author had a Peruvian affiliation, published between 2013 and 2022. We evaluated the methodological quality of these SRs using the AMSTAR 2 tool. We assessed the factors associated with the AMSTAR 2 score using adjusted mean differences (aMD), including their 95 % confidence intervals (95 % CI).

Results

We identified 95 eligible SRs, with a clear upward trend. SRs were primarily published in Q1 (43.2 %) and Q2 (23.2 %) journals, predominantly affiliated with institutions in Lima (90.5 %). Areas like infectious diseases (20.0 %) and dentistry (18.9 %) were most frequent. AMSTAR 2 assessments highlighted deficiencies, with few SRs reporting prior protocols (37.9 %), comprehensive search strategies (23.2 %), explanations for excluded studies (20.0 %), adequate descriptions of included studies (38.3 %), or funding sources (19.1 %). Notably, SRs in Q4 journals (aMD: -19.7, 95 % CI: -33.8 to -5.5) and those on surgical interventions (aMD: -22.6, 95 % CI: -34.7 to -10.4) had lower AMSTAR 2 scores.

Conclusions

Although Peruvian-led SRs are increasingly being published, critical deficiencies are common, especially in reporting protocols, search strategies, study descriptions, and funding sources. Addressing these gaps is pivotal for enhancing the credibility and utility of these SRs in informing decision-making.

The digital readiness of future physicians: nurturing the post-pandemic medical education

BACKGROUND

The COVID-19 pandemic has accelerated the integration of digital technologies in the healthcare sector. Telemedicine has notably emerged as a significant tool, offering a range of benefits. However, various barriers, such as healthcare professionals' insufficient technological skills and competencies, can hinder its effective implementation. Scholars have examined the readiness of future physicians, with some studies exploring their readiness before or during the COVID-19 crisis. There is, however, a noteable gap in the literature concerning the post-pandemic period. This study aims to identify gaps in current medical education programs by examining two primary aspects: (1) technical readiness (encompassing general and health-related digital competencies) and (2) behavioural readiness, which includes prior experiences and future intentions related to telemedicine education and implementation among medical students and residents.

METHODS

A cross-sectional study was conducted using a web-based questionnaire administered to medical students and residents at a major Northern Italian university. The survey responses were analyzed to ascertain whether their distributions varied across demographic variables such as gender and level of education.

RESULTS

The most commonly owned technologies were laptops and smartphones, with smartphones perceived as the easiest to use, while desktop computers presented more challenges. Approximately 38% of respondents expressed apprehension about applying digital health information in decision-making processes. There was a significant lack of both personal and academic experience, with only 16% of students and residents having used telemedicine in a university setting. Despite this, 83% of participants expressed a desire for training in telemedicine, and 81% were open to experimenting with it during their academic journey. Moreover, 76% of respondents expressed interest in incorporating telemedicine into their future clinical practice.

CONCLUSIONS

This study highlights the need for medical students and residents to receive specific education in digital health and telemedicine. Introducing curricula and courses in this domain is critical to addressing the challenges of digital healthcare.

[Teleconsultation: finding its place in primary care]

Teleconsultation is a remote health consultation using information and communication technologies. There are different modalities and specific practical and communication skills are required. Notwithstanding its prominence in Spain, there is little evidence on teleconsultation. This article explores the applicability, barriers, facilitators and future challenges of teleconsultation. While it has the potential to improve access to healthcare, as well as save time and costs for both patients and healthcare professionals, it faces a number of challenges such as the digital divide and resistance to change. To address new challenges and overcome obstacles, it is crucial to gain the trust of patients and professionals. Improving training in the skills required to optimize their use is also essential. Future research should aim to provide robust evidence regarding safety and cost-effectiveness to ensure successful implementation.

Evidence from China's shipping sector on the impact of fiscal measures in enabling a low-carbon economic transition

The Green Economy Initiative aims to achieve economic development while minimizing carbon emissions by implementing a low-carbon economy across all sectors. It is noteworthy that ships play a significant role in global commodity transportation, accounting for approximately 80-90 percent. However, this also leads to a surge in fossil fuel consumption and alarming pollution levels. The data utilized in this article spans from 2010 to 2022 and specifically focuses on the shipping industry, drawing from information collected in 20 different provinces of China. Multiple panel regression models were constructed to analyze the influence of fiscal policies on facilitating the transition toward a low-carbon economy. In addition, a vector autoregression model was employed to examine the interconnected dynamics between low-carbon transition and budgetary guidelines. The findings indicate that tax-based policies demonstrate an inverted U-shaped relationship with low-carbon transition, whereas transfer payment policies exhibit an N-shaped pattern. The shipping sector is actively embracing low-carbon practices, largely due to incorporating digital technologies that mitigate the adverse impacts of fiscal regulations.

Implementing the European code of cancer practice in rural settings

Existing evidence often indicates higher cancer incidence and mortality rates, later diagnosis, lower screening uptake and poorer long-term survival for people living in rural compared to more urbanised areas. Despite wide inequities and variation in cancer care and outcomes across Europe, much of the scientific literature explicitly exploring the impact of rurality on cancer continues to come from Australia and North America. The European Code of Cancer Practice or "The Code" is a citizen and patient-centred statement of the most salient requirements for good clinical cancer practice and has been extensively co-produced by cancer patients, cancer professionals and patient advocates. It contains 10 key overarching Rights that a cancer patient should expect from their healthcare system, regardless of where they live and has been strongly endorsed by professional and patient cancer organisations as well as the European Commission. In this article, we use these 10 fundamental Rights as a framework to argue that (i) the issues and needs identified in The Code are generally more profound for rural people with cancer; (ii) addressing these issues is also more challenging in rural contexts; (iii) interventions and support must explicitly account for the unique needs of rural residents living with and affected by cancer and (iv) new innovative approaches are urgently required to successfully overcome the challenges faced by rural people with cancer and their caregivers. Despite equitable healthcare being a key European policy focus, the needs of rural people living with cancer have largely been neglected.

Effectiveness of Telemedicine for Musculoskeletal Disorders: Umbrella Review

BACKGROUND

Several systematic reviews (SRs) assessing the use of telemedicine for musculoskeletal conditions have been published in recent years. However, the landscape of evidence on multiple clinical outcomes remains unclear.

OBJECTIVE

We aimed to summarize the available evidence from SRs on telemedicine for musculoskeletal disorders.

METHODS

We conducted an umbrella review of SRs with and without meta-analysis by searching PubMed and EMBASE up to July 25, 2022, for SRs of randomized controlled trials assessing telemedicine. We collected any kind of patient-reported outcome measures (PROMs), patient-reported experience measures (PREMs), and objective measures, including direct and indirect costs. We assessed the methodological quality with the AMSTAR 2 tool (A Measurement Tool to Assess systematic Reviews 2). Findings were reported qualitatively.

RESULTS

Overall, 35 SRs published between 2015 and 2022 were included. Most reviews (n=24, 69%) were rated as critically low quality by AMSTAR 2. The majority of reviews assessed "telerehabilitation" (n=29) in patients with osteoarthritis (n=13) using PROMs (n=142 outcomes mapped with n=60 meta-analyses). A substantive body of evidence from meta-analyses found telemedicine to be beneficial or equal in terms of PROMs compared to conventional care (n=57 meta-analyses). Meta-analyses showed no differences between groups in PREMs (n=4), while objectives measures (ie, "physical function") were mainly in favor of telemedicine or showed no difference (9/13). All SRs showed notably lower costs for telemedicine compared to in-person visits.

CONCLUSIONS

Telemedicine can provide more accessible health care with noninferior results for various clinical outcomes in comparison with conventional care. The assessment of telemedicine is largely represented by PROMs, with some gaps for PREMs, objective measures, and costs.

TRIAL REGISTRATION

PROSPERO CRD42022347366; https://osf.io/pxedm/.

Clinicodemographic Profile and Clinical Outcome of Children Presenting to Telemedicine Center at Institute of National Importance of India: A Prospective Observational Study

Background

There is a global shortage of healthcare professionals, especially in developing countries, leading to disparities in access to healthcare, worsened by the pandemic. Telemedicine is emerging as a solution, with growing adoption worldwide due to advancements in technology and increased awareness. Research Problem. The establishment of telemedicine depends on resources, infrastructure, and knowledge about healthcare needs. Further studies are needed to monitor and address evolving issues in telemedicine. The Overall Purpose of the Study. Rural health disparities stem from multiple factors, like limited healthcare access, workforce shortages, lifestyle choices, and lower socioeconomic status, leading to higher mortality and chronic diseases. Addressing these challenges is vital for rural community well-being. Telemedicine centers present a promising solution, bridging gaps, and improving healthcare outcomes for underserved remote populations. Methodology. Objective: This study assessed the clinicodemographic profile and clinical outcome of children presenting to the telemedicine center at the Institute of National Importance in India. Design: Prospective observational study. Setting: A single-center tertiary care level. Participants: This study included 79 children aged up to 18 years. Major Findings and Summary of Interpretations. In our study, 79 children using telemedicine found a near-equal gender distribution. 8.9% needed emergency care, with common complaints being respiratory issues, fever, abdominal pain, and vomiting. After two weeks, 83.5% showed improvement, emphasizing telemedicine's effectiveness in pediatric care.

Conclusion

Our study underscores telemedicine's positive impact on pediatric healthcare, emphasizing its potential to enhance access, outcomes, and cost-efficiency. Wider telemedicine adoption can reduce morbidity and mortality, support preventive care, and streamline posttreatment services, alleviating pressure on specialized facilities. While our focus was pediatrics, the telemedicine model is adaptable to various age groups and conditions, but it should be seen as a valuable supplement to, not a total substitute for, in-person healthcare visits.

Adoption Processes of Innovations in Health Systems: The Example of Telemedicine in Germany

(1) Background: Individual adoption experiences represent important factors in implementing innovations. In the context of health systems, where the implementation of innovations aims to improve the quality of care, they provide an important basis for developing and adapting implementation strategies. (2) Methods: This study examines the adoption experiences of (tele-)medical experts (n = 13) using the example of telemedicine in the German healthcare system by means of a qualitative, guideline-based interview study. The interview guide, as well as the deductive-inductive analysis, is based on Rogers' adoption theory. The transcription and analysis process was carried out according to Kuckartz. (3) Results: A total of 304 interview statements could be coded and assigned to the five main categories of persuasion, knowledge, implementation, decision and confirmation. More than half of all statements were coded under the main category persuasion, with its subcategories of convictions regarding the implementation of telemedicine (n = 89), international comparison of Germany's development (n = 50), telemedicine as a way of optimizing resources (n = 22) and conviction to understand telemedicine as an overall system (n = 10). (4) Conclusions: This study provides insight into how the implementation of telemedicine in the German healthcare system is perceived by experts and allows for adjustments to the ongoing implementation strategy.

Selection of criteria for a telemedicine framework for designing, implementing, monitoring and evaluating telemedicine interventions: Validation using a modified Delphi process

Objectives

The call to scale up telemedicine services globally as part of the digital health transformation lacks an agreed-upon set of constructs to guide the implementation process. A lack of guidance hinders the development, consolidation, sustainability and optimisation of telemedicine services. The study aims to reach consensus among telemedicine experts on a set of implementation constructs to be developed into an evidence-based support tool.

Methods

A modified Delphi study was conducted to evaluate a set of evidence-informed telemedicine implementation constructs comprising cores, domains and items. The study evaluated the constructs consisting of five cores: Assessment of the Current Situation, Development of a Telemedicine Strategy, Development of Organisational Changes, Development of a Telemedicine Service, and Monitoring, Evaluation and Optimisation of Telemedicine Implementation; seven domains: Individual Readiness, Organisational Readiness, Clinical, Economic, Technological and Infrastructure, Regulation, and Monitoring, Evaluation and Optimisation; divided into 53 items. Global telemedicine specialists (n = 247) were invited to participate and evaluate 58 questions. Consensus was set at ≥70%.

Results

Forty-five experts completed the survey. Consensus was reached on 78% of the constructs evaluated. Regarding the core constructs, Monitoring, Evaluation and Optimisation of Telemedicine Implementation was determined to be the most important one, and Development of a Telemedicine Strategy the least. As for the domains, the Clinical one had the highest level of consensus, and the Economic one had the lowest.

Conclusions

This research advances the field of telemedicine, providing expert consensus on a set of implementation constructs. The findings also highlight considerable divergence in expert opinion on the constructs of reimbursement and incentive mechanisms, resistance to change, and telemedicine champions. The lack of agreement on these constructs warrants attention and may partly explain the barriers that telemedicine services continue to face in the implementation process.

Deep Learning Model and its Application for the Diagnosis of Exudative Pharyngitis

OBJECTIVES

Telemedicine is firmly established in the healthcare landscape of many countries. Acute respiratory infections are the most common reason for telemedicine consultations. A throat examination is important for diagnosing bacterial pharyngitis, but this is challenging for doctors during a telemedicine consultation. A solution could be for patients to upload images of their throat to a web application. This study aimed to develop a deep learning model for the automated diagnosis of exudative pharyngitis. Thereafter, the model will be deployed online.

METHODS

We used 343 throat images (139 with exudative pharyngitis and 204 without pharyngitis) in the study. ImageDataGenerator was used to augment the training data. The convolutional neural network models of MobileNetV3, ResNet50, and EfficientNetB0 were implemented to train the dataset, with hyperparameter tuning.

RESULTS

All three models were trained successfully; with successive epochs, the loss and training loss decreased, and accuracy and training accuracy increased. The EfficientNetB0 model achieved the highest accuracy (95.5%), compared to MobileNetV3 (82.1%) and ResNet50 (88.1%). The EfficientNetB0 model also achieved high precision (1.00), recall (0.89) and F1-score (0.94).

CONCLUSIONS

We trained a deep learning model based on EfficientNetB0 that can diagnose exudative pharyngitis. Our model was able to achieve the highest accuracy, at 95.5%, out of all previous studies that used machine learning for the diagnosis of exudative pharyngitis. We have deployed the model on a web application that can be used to augment the doctor's diagnosis of exudative pharyngitis.

Exploring the evolution of eHealth in disease management: A bibliometric analysis from 1999 to 2023

Objective

In the digital age, eHealth is vital in modern healthcare, impacting medical services and public health. Despite its potential in disease management, a comprehensive bibliometric analysis is lacking. This study utilizes bibliometric methods to explore the evolution of eHealth in disease management from 1999 to 2023, aiming to discern the research status and trends.

Methods

A literature search was conducted using the Web of Science Core Collection (WOSCC) database. Publications and journals were quantitatively analyzed using Microsoft Office Excel 2023. Country/institution/author collaborations and keyword co-occurrences were analyzed using VOSviewer. CiteSpace was employed to analyze the citation bursts of reference. A global distribution network of publications was constructed and thematic trends were analyzed using R package "bibliometrix."

Results

The study identified 1763 articles on eHealth in disease management. Since 2011, there has been a notable increase in publications, with the United States (n = 391, 22.08%) and the University of Sydney (n = 60, 3.40%) as leading contributors. High-quality journals primarily publish this research. Globally, 9631 authors contributed, with Chavannes, Niels H being the most prolific (n = 23). Author co-citation analysis indicated Eysenbach, G as the most cited (n = 336). Research currently focuses on developing a comprehensive eHealth framework, optimizing mHealth for chronic diseases, improving eHealth intervention trial reporting, assessing social factors in eHealth literacy, and examining telemedicine's role during the Covid-19 pandemic.

Conclusion

This study offers a comprehensive overview of eHealth research in disease management. eHealth's potential in disease prevention and treatment is significant. To enhance eHealth's impact, international collaboration, technological innovation, tailored intervention trials, addressing the digital divide, and solving legal and ethical issues are crucial. This study will guide future research endeavors, with the goal of enhancing eHealth's benefits and expanding its accessibility to a wider patient base.

Exploring the use, usefulness and ease of use of digital occupational health services: A descriptive correlational study of customer experiences

Objective

This study examined the customer experiences of use, perceived usefulness and ease of use of digital occupational health (OH) services.

Methods

A cross-sectional study based on an electronic survey was conducted between December 2022 and January 2023. A total of 9871 OH customers responded to the survey. The sample was restricted to respondents who used digital OH services (n = 7275). An analysis of variance was run to test the relationships between respondents' characteristics and the rate of usefulness, and ease of use variables.

Results

The most commonly used digital services were appointment booking, access to health information recorded by professionals and prescription renewal, and the digital services provided by physicians and nurses. Respondents expressed quite high satisfaction with the digital services, but not as much with their usefulness and ease of use. Females, individuals under 50 years of age, those with higher education, working in white-collar or managerial positions and possessing proficient information and communication technology (ICT) skills gave the most positive evaluations regarding usefulness and ease of use.

Conclusions

There was a certain level of mixed experiences among respondents regarding the usefulness and ease of use of digital OH services. We can also conclude that individuals who possess the necessary ICT skills can more easily take full advantage of the available digital services. When customers are proficient in using digital services, they can confidently interact with professionals. Regardless of the user's age, gender, education or profession, it is crucial for service providers always to strive to improve the usability of digital services.

The determinants of public acceptance of telemedicine apps: an innovation diffusion perspective

With the rapid advancement of information technology, telemedicine apps have gradually become an indispensable tool for providing patients with more convenient, efficient, and accessible healthcare services. However, the successful implementation of these apps largely depends on widespread acceptance among the public. To thoroughly investigate the factors influencing the public's acceptance of these apps and the relationships between these factors, this study developed a theoretical model based on the Diffusion of Innovation theory and the Theory of Perceived Value. To validate this model, we conducted a survey of 387 residents in Beijing, China, and employed structural equation modeling to analyze the collected data. The research findings indicate that attributes of innovation diffusion, including relative advantage, compatibility, complexity, trialability, and observability, significantly and positively influence the public's perceived value. Particularly noteworthy is that perceived value partially mediates the relationship between innovation attributes and public acceptance, emphasizing the crucial role of perceived value in the public decision-making process. This study employed a theory-driven approach to elucidate the acceptance of telemedicine apps and offers fresh insights into the existing literature. By integrating the research paradigms of innovation diffusion and customer perceived value, we provide a coherent explanation of how individual cognitive processes lead to acceptance behavior. In summary, this research enriches the existing theoretical studies on the acceptance of telemedicine apps and holds positive implications for healthcare practice.

Telemedicine in Elderly Hypertensive and Patients with Chronic Diseases during the COVID-19 Pandemic: A Systematic Review and Meta-Analysis

BACKGROUND

One aspect of the distancing measures imposed in response to the COVID-19 pandemic is that telemedicine consultations have increased exponentially. Among these consultations, the assessment and follow-up of patients with chronic diseases in a non-presential setting has been strengthened considerably. Nevertheless, some controversy remains about the most suitable means of patient follow-up.

OBJECTIVE

To analyze the impact of the telemedicine measures implemented during the COVID-19 period on chronic patients.

MATERIAL AND METHODS

A systematic review was carried out using the following databases: PubMed, Pro-Quest, and Scopus. The systematic review followed the guidelines outlined in the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). The search equation utilized descriptors sourced from the Medical Subject Headings (MeSH) thesaurus. The search equation was: "hypertension AND older AND primary care AND (COVID-19 OR coronavirus)" and its Spanish equivalent.

RESULTS

The following data were obtained: 14 articles provided data on 6,109,628 patients and another 4 articles focused on a study population of 9684 physicians. Telemedicine was less likely to be used by elderly patients (OR 0.85; 95% C.I. 0.83-0.88; p = 0.05), those of Asian race (OR 0.69; 95% C.I. 0.66-0.73; p = 0.05), and those whose native language was not English (OR 0.89; 95% C.I. 0.78-0.9; p = 0.05). In primary care, lower use of telemedicine was associated with residents of rural areas (OR 0.81; p = 0.05), patients of African American race (OR 0.65, p = 0.05), and others (OR 0.64; p = 0.05). A high proportion (40%) of physicians had no prior training in telemedicine techniques. The highest quality in terms of telephone consultation was significantly associated with physicians who did not increase their prescription of antibiotherapy during the pandemic (OR = 0.30, p = 0.05) or prescribe more tests (OR 0.06 p = 0.05), i.e., who maintained their former clinical criteria despite COVID-19.

CONCLUSIONS

Telemedicine is of proven value and has been especially useful in the COVID-19 pandemic. A mixed remote-presential model is most efficient. Appropriate training in this area for physicians and patients, together with correct provision, is essential to prevent errors in implementation and use.

Barriers and facilitators to utilizing digital health technologies by healthcare professionals

Digital technologies change the healthcare environment, with several studies suggesting barriers and facilitators to using digital interventions by healthcare professionals (HPs). We consolidated the evidence from existing systematic reviews mentioning barriers and facilitators for the use of digital health technologies by HP. Electronic searches were performed in five databases (Cochrane Database of Systematic Reviews, Embase®, Epistemonikos, MEDLINE®, and Scopus) from inception to March 2023. We included reviews that reported barriers or facilitators factors to use technology solutions among HP. We performed data abstraction, methodological assessment, and certainty of the evidence appraisal by at least two authors. Overall, we included 108 reviews involving physicians, pharmacists, and nurses were included. High-quality evidence suggested that infrastructure and technical barriers (Relative Frequency Occurrence [RFO] 6.4% [95% CI 2.9-14.1]), psychological and personal issues (RFO 5.3% [95% CI 2.2-12.7]), and concerns of increasing working hours or workload (RFO 3.9% [95% CI 1.5-10.1]) were common concerns reported by HPs. Likewise, high-quality evidence supports that training/educational programs, multisector incentives, and the perception of technology effectiveness facilitate the adoption of digital technologies by HPs (RFO 3.8% [95% CI 1.8-7.9]). Our findings showed that infrastructure and technical issues, psychological barriers, and workload-related concerns are relevant barriers to comprehensively and holistically adopting digital health technologies by HPs. Conversely, deploying training, evaluating HP's perception of usefulness and willingness to use, and multi-stakeholders incentives are vital enablers to enhance the HP adoption of digital interventions.

Telemedicine and Digital Medicine in the Clinical Management of Hypertension and Hypertension-Related Cardiovascular Diseases: A Position Paper of the Italian Society of Arterial Hypertension (SIIA)

High blood pressure is the leading cause of death and disability globally and an important treatable risk factor for cardiovascular, cerebrovascular and chronic kidney diseases. Digital technology, including mobile health solutions and digital therapy, is expanding rapidly in clinical medicine and has the potential to improve the quality of care and effectiveness of drug treatment by making medical interventions timely, tailored to hypertensive patients' needs and by improving treatment adherence. Thus, the systematic application of digital technologies could support diagnosis and awareness of hypertension and its complications, ultimately leading to improved BP control at the population level. The progressive implementation of digital medicine in the national health systems must be accompanied by the supervision and guidance of health authorities and scientific societies to ensure the correct use of these new technologies with consequent maximization of the potential benefits. The role of scientific societies in relation to the rapid adoption of digital technologies, therefore, should encompass the entire spectrum of activities pertaining to their institutional role: information, training, promotion of research, scientific collaboration and advice, evaluation and validation of technological tools, and collaboration with regulatory and health authorities.

Tele-Instruction Tool for Multiple Lay Responders Providing Cardiopulmonary Resuscitation in Telehealth Emergency Dispatch Services: Mixed Methods Study

BACKGROUND

Telephone-assisted cardiopulmonary resuscitation (T-CPR) has proven to be a crucial intervention in enhancing the ability of lay responders to perform cardiopulmonary resuscitation (CPR) during telehealth emergency services. While the majority of established T-CPR protocols primarily focus on guiding individual rescuers, there is a lack of emphasis on instructing and coordinating multiple lay responders to perform resuscitation collaboratively.

OBJECTIVE

This study aimed to develop an innovative team-based tele-instruction tool to efficiently organize and instruct multiple lay responders on the CPR process and to evaluate the effectiveness and feasibility of the tool.

METHODS

We used a mixed methods design in this study. We conducted a randomized controlled simulation trial to conduct the quantitative analysis. The intervention groups used the team-based tele-instruction tool for team resuscitation, while the control groups did not have access to the tool. Baseline resuscitation was performed during the initial phase (phase I test). Subsequently, all teams watched a team-based CPR education training video and finished a 3-person practice session with teaching followed by a posttraining test (phase II test). In the qualitative analysis, we randomly selected an individual from each team and 4 experts in emergency medical services to conduct semistructured interviews. The purpose of these interviews was to evaluate the effectiveness and feasibility of this tool.

RESULTS

The team-based tele-instruction tool significantly improved the quality of chest compression in both phase I and phase II tests. The average compression rates were more appropriate in the intervention groups compared to the control groups (median 104.5, IQR 98.8-111.8 min-1 vs median 112, IQR 106-120.8 min-1; P=.04 in phase I and median 117.5, IQR 112.3-125 min-1 vs median 111, IQR 105.3-119 min-1; P=.03 in phase II). In the intervention group, there was a delay in the emergency response time compared to that in the control group (time to first chest compression: median 20, IQR 15-24.8 seconds vs median 25, IQR 20.5-40.3 seconds; P=.03; time to open the airway: median 48, IQR 36.3-62 seconds vs median 73.5, IQR 54.5-227.8 seconds; P=.01). However, this delay was partially mitigated after the phase II test. The qualitative results confirmed the compatibility and generalizability of the team-based tele-instruction tool, demonstrating its ability to effectively guide multiple lay responders through teamwork and effective communication with telecommunicators.

CONCLUSIONS

The use of the team-based tele-instruction tool offers an effective solution to enhance the quality of chest compression among multiple lay responders. This tool facilitated the organization of resuscitation teams by dispatchers and enabled efficient cooperation. Further assessment of the widespread adoption and practical application of the team-based tele-instruction tools in real-life rescue scenarios within the telehealth emergency services system is warranted.

Utility of Telehealth Platforms Applied to Burns Management: A Systematic Review

The financial burden of burn injuries has a considerable impact on patients and healthcare systems. Information and Communication Technologies (ICTs) have demonstrated their utility in the improvement of clinical practice and healthcare systems. Because referral centres for burn injuries cover large geographic areas, many specialists must find new strategies, including telehealth tools for patient evaluation, teleconsultation, and remote monitoring. This systematic review was performed according to PRISMA guidelines. PubMed, Cochrane, Medline, IBECS, and LILACS were the search engines used. Systematic reviews, meta-analyses, clinical trials, and observational studies were included in the study search. The protocol was registered in PROSPERO with the number CRD42022361137. In total, 37 of 185 studies queried for this study were eligible for the systematic review. Thirty studies were comparative observational studies, six were systematic reviews, and one was a randomised clinical trial. Studies suggest that telehealth allows better perception of triage, more accurate estimation of the TBSA, and resuscitation measures in the management of acute burns. In addition, some studies assess that TH tools are equivalent to face-to-face outpatient visits and cost-efficient because of transport savings and unnecessary referrals. However, more studies are required to provide significant evidence. However, the implementation of telehealth should be specifically adapted to each territory.

Sustainable adoption of noninvasive telemonitoring for chronic heart failure: A qualitative study in the Netherlands

Objective

Noninvasive telemonitoring aims to improve healthcare for patients with chronic heart failure (HF) by reducing hospitalizations and improving patient experiences. Yet, sustainable adoption seems to be limited. Therefore, the goal of our study is to gain insight in the processes that support sustainable adoption of telemonitoring for patients with HF.

Methods

We conducted semi-structured interviews with 25 stakeholders that were involved with the adoption of telemonitoring, such as healthcare professionals, policymakers and healthcare insurers. We analyzed the interviews by using a combination of open-coding and the themes of the Non-adoption or Abandonment of technology by individuals and difficulties achieving Scale-up, Spread and Sustainability framework.

Results

We found that telemonitoring projects have moved beyond initial pilot phases despite a high level of complexity on multiple topics. The patient selection, the business case, the evidence, the aims of telemonitoring, integration of telemonitoring in the care pathway, reimbursement, and future centralization were items that yielded different and sometimes contradictory opinions.

Conclusions

This study showed that the sustainable adoption of telemonitoring for HF is a complex endeavor. Different aims and perspectives play an important role in the patient selection, design, evaluations and envisioned futures of telemonitoring. High conviction among participants of the added value that telemonitoring may support further adoption of telemonitoring. Structural evaluations will be needed to guide cyclical improvement and adapt programs to employ telemonitoring in such a manner that it contributes to collectively supported aims.

Application of halide ion nuclear magnetic resonance to bioinorganic problems

The basis for the application of halide ion nuclear magnetic resonance to the investigation of biochemical problems is reviewed and a summary of applications is presented. Anion binding to macromolecules, low molecular weight or model compounds, metalloenzymes, and extrinsic metal interactions with macromolecules are discussed.