Telemedicine Tools Research Articles

Experiences with telemedicine-based follow-up of chronic conditions: the views of patients and health personnel enrolled in a pragmatic randomized controlled trial

BackgroundTelemedicine is often promoted as a possible solution to some of the challenges healthcare systems in many countries face, and an increasing number of studies evaluate the clinical effects. So far, the studies show varying results. Less attention has been paid to systemic factors, such as the context, implementation, and mechanisms of these interventions.MethodsThis study evaluates the experiences of patients and health personnel enrolled in a pragmatic randomized controlled trial comparing telemedicine-based follow-up of chronic conditions with usual care. Patients in the intervention group received an individual treatment plan together with computer tablets and home telemonitoring devices to report point-of-care measurements, e.g., blood pressure, blood glucose or oxygen saturation, and to respond to health related questions reported to a follow-up service. In response to abnormal measurement results, a follow-up service nurse would contact the patient and consider relevant actions. We conducted 49 interviews with patients and 77 interviews with health personnel and managers at the local centers. The interview data were analyzed using thematic analysis and based on recommendations for conducting process evaluation, considering three core aspects within the process of delivering a complex intervention: (1) context, (2) implementation, and (3) mechanisms of impact.ResultsPatients were mainly satisfied with the telemedicine-based service, and experienced increased safety and understanding of their symptoms and illness. Implementation of the service does, however, require dedicated resources over time. Slow adjustment of other healthcare providers may have contributed to the absence of reductions in the use of specialized healthcare and general practitioner (GP) services. An evident advantage of the service is its flexibility, yet this may also challenge cost-efficiency of the intervention.ConclusionsThe implementation of a telemedicine-based service in primary healthcare is a complex process that is sensitive to contextual factors and that requires time and dedicated resources to ensure successful implementation.Trial registrationThe trial was registered in www.clinicaltrials.gov (NCT04142710). Study start: 2019-02-09, Study completion: 2021-06-30, Study type: Interventional, Intervention/treatment: Telemedicine tablet and tools to perform measurements. Informed and documented consent was obtained from all subjects and next of kin participating in the study.

A Pilot Study to Evaluate a New Hep-GRP Care Pathway to Improve Outcomes Among Canadian Older Adults with Liver Cirrhosis.

Older adults with cirrhosis have complex medical needs that are not satisfied by organ specific management. Interdisciplinary approach may mitigate comorbidity and improve patient satisfaction. A pilot study consisted of dual specialist interdisciplinary referral pathway and mixed virtual care delivery model are prospectively evaluated in older adults (65 years and older) with cirrhosis during the COVID-19 pandemic between September and December 2022. Participant attitudes towards telemedicine were surveyed. 68 participants with cirrhosis were consecutively assessed by hepatology. The mean age was 73 years. 39 (57%) screened positive for one or more geriatric syndrome(s). Comprehensive geriatric assessments were conducted via telemedicine in 18 participants, with additional referrals to physiotherapy and nutritional education. Compared to a historic cohort matched for age, sex, and Child-Pugh class, acute health service utilization measured by ER visits among those received dual specialist interdisciplinary consultation were lowered by 1.11 per patient at three-month follow up period (p = .0006, 95% CI 0.47-1.74). Majority participants (87.6%) preferred telemedicine or mixed method visits. An interdisciplinary approach to older adults with cirrhosis will likely be beneficial, and routine screening for geriatric syndrome may lead to reduced acute health-care utilization in the short term. Telemedicine and virtual screening tools in seniors should be fully explored to improve access to care.

Barriers and facilitators to health technology adoption by older adults with chronic diseases: an integrative systematic review

BackgroundIn recent years, healthcare systems have progressively adopted several technologies enhancing access to healthcare for older adults and support the delivery of efficient and effective care for this specific population. These technologies include both assistive technologies designed to maintain or improve the independence, social participation and functionality of older people at home, as well as health information technology developed to manage long-term conditions. Examples of such technologies include telehealth, wearable devices and mobile health. However, despite the great promise that health technology holds for promoting independent living among older people, its actual implementation remains challenging.MethodsThis study aimed to conduct an integrative systematic review of the research evidence on the factors that facilitate or hinder the adoption of different types of technology by older individuals with chronic diseases. For this purpose, four electronic databases (PsycArticles, Scopus, Web of Science and PubMed) were queried to search for indexed published studies. The methodological quality of the selected papers has been assessed using the Mixed Methods Appraisal Tool (MMAT).ResultsTwenty-nine articles were selected, including 6.213 adults aged 60 or older. The studies have been synthesised considering the types of technological interventions and chronic diseases, as well as the main barriers and facilitators in technology acceptance. The results revealed that the majority of the selected articles focused on comorbid conditions and the utilisation of telemedicine tools. With regard to hindering and facilitating factors, five main domains were identified: demographic and socioeconomic, health-related, dispositional, technology-related and social factors.ConclusionThe study results have practical implications not only for technology developers but also for all the social actors involved in the design and implementation of healthcare technologies, including formal and informal caregivers and policy stakeholders. These actors could use this work to enhance their understanding of the utilisation of technology by the ageing population. This review emphasises the factors that facilitate technology adoption and identifies barriers that impede it, with the ultimate goal of promoting health and independent living.

The UTAUT approach to Indonesia’s behavioral intention to use mobile health apps

Purpose This study aims to analyze the effects of performance expectancy, effort expectancy, social influence and facilitating conditions on the behavioral intention of using mobile health applications, especially during and after the COVID-19 pandemic. Design/methodology/approach A survey was developed using an online survey platform and distributed to Indonesian consumers for three weeks, and 149 usable responses were obtained. The principal component analysis, linear regression and analysis of variance tests were performed to test the validity and reliability of the measurement model and the hypothesized relationships among constructs. Findings Surprisingly, unlike previous studies on IT adoption, the findings show that social influence has no significant impact on behavioral intention. Facilitating conditions have a very weak to almost no significant impact on behavioral intention to use mobile health applications. Research limitations/implications This research is conducted during pandemic COVID-19 where using mobile health apps is a must. In the future this research can be expanded as comparison study after the pandemic COVID-19 stated. Practical implications The result implies that digital technologies adoption intention is strongly affected by performance expectancy and effort expectancy, with performance expectancy as the most significant predictor. Nonetheless, the interaction of performance expectancy, effort expectancy, social influence and facilitating conditions influences behavioral intention significantly. Therefore, social influence and facilitating conditions are still important even with very insignificant effects. Originality/value To improve consumers’ behavioral intention to use mobile health applications, application providers should promote mobile health applications as useful telemedicine tools by primarily focusing on the application performance and usage experience.

Survey of Teleneurology Use by Neurologists in a Low-Middle Income Country.

Background Teleneurology has been in existence for decades, and the COVID-19 pandemic has escalated its widespread usage. Neurological conditions are a leading cause of death globally, with sub-Saharan Africa bearing the bulk of the burden. Nigeria has few trained neurologists with the few available concentrated in an urban region. The adoption of teleneurology will help close this treatment gap. Despite evidence of its advantage, the adoption and state of teleneurology in Nigeria are very low. This study aims to determine the state and perception of teleneurology in the care of neurological patients in Nigeria and identify challenges to its wide usage. Methods The primary research method was a descriptive cross-sectional survey among 48 neurologists in Nigeria acrossthe six geo-political zones of the country. Descriptive statistics such as frequency and percentage were used to summarize and present the results. Results A total of 48 neurologists participated, of which 46 (95.8%) specialized in general neurology. Videoconferencingis the most preferred means of telemedicine (24, 50%), followed by phone calls (16, 33.3%) and short messages (6, 12.5%). Three-quarters of the respondents are concerned about legal actions from telemedicine use. The majority (34, 70.9%) are not familiar with telemedicine tools, and 40 (83.3%) indicate low telemedicine seminar attendance. More than 90% (46) of neurologists believe that it is a viable approach and can save time and money. Barriers to telemedicine included the lack of incentive to use the technology (38, 79.2%), poor Internet connectivity (36, 75%), and the lack of exposure to telemedicine (36, 75%). Conclusions It is importantto overcome the existing barrier to teleneurology in order to fully harness its potential in addressing the shortage of health professionals in Nigeria as most neurologists are open to using it.

Impact of Telemedicine on Home Healthcare: An Empirical Analysis

The adoption of new patient treatment initiatives has been necessitated by the current pandemic crisis and the need for social distancing to protect doctors and patients. The main initiatives to respond pandemic crisis is the adoption of telemedicine tools which provides for the diagnosis or medical service provided by a doctor to patients in digital mode. The aim is the remote monitoring of patients' health status, allowing direct involvement of patients at home. On these premises, this study offers a mapping of the digital solutions adopted in the Calabria region by health organizations during the Covid-19 pandemic with the aim of specifically analyzing the role of telemedicine in supporting home healthcare during the Covid-19. This study provides insights into the potential of telemedicine to support home healthcare, as a response to the Covid-19 crisis now and in the future.

Perceptions of telemedicine among healthcare professionals in rural tertiary care hospitals of rural Sindh, Pakistan: a qualitative study.

Telemedicine has proven to be a boon in the field of medical sciences, as it provides a platform for all health-care personnel to assist patients remotely through digital technology advancements. It brings hope to the lower middle-income regions of the world. Thus, the study was conducted to explore the perceptions regarding telemedicine among healthcare professionals (HCP) in rural Sindh, Pakistan. Overall, 19 in-depth interviews were conducted and this comprised of HCP working in the Pir Abdul Qadir Shah Jeelani Institute of Medical Sciences (PAQSJIMS) and Peoples University of Medical and Health Sciences for Women (PUMHSW) being involved in providing online consultations and practicing telemedicine. The interviews were conducted and audio recorded in Sindhi and Urdu and were later transcribed in to English, coded for themes and sub-themes, and were analyzed using content analysis. The opportunities perceived with the use of telemedicine services were reducing nosocomial infections, facilitating the healthcare in remote areas, handling telemedicine tools, application of telemedicine services on the ground and reducing stress. However, inadequate awareness regarding telemedicine, difficulty in physical examination, the need for training, lack of compliance, and concerns regarding accuracy in diagnosis and treatment were identified as the perceived barriers to the use of telemedicine services. HCP had perception toward telemedicine as have numerous opportunities favoring implementation as well as various barriers are needed to overcome to promote the usage of telemedicine. Increased awareness, training programs, and technological advancements are key to overcome these challenges.

Focusing on experts: Expectations of healthcare professionals regarding the use of telemedicine in intensive care units.

Telemedical applications are solutions to challenges in the healthcare system. However, it is unclear what intensive care unit healthcare professionals expect from such solutions. This study investigated the expectations and concerns of nurses and physicians when implementing telemedicine tools in intensive care units (tele-ICU). The study was conducted in intensive care units in 2020 during the second wave of the COVID-19 pandemic. It used a mixed-methods approach targeted at physicians and nurses and involved 14 qualitative interviews and 63 quantitative questionnaires. The qualitative and quantitative data showed that both nurses and physicians were willing to use tele-ICU. Nurses recognised the advantages of real-time access to expertise offered by tele-ICU, but feared this would reduce physicians' on-site patient time. Physicians, in turn, were concerned that they would be expected to be continuously on call. The majority in both groups agreed that any tele-ICU solution must be simple to use and integrate easily into existing organisational structures, networks, and work routines. Additionally, COVID-19 significantly influenced expectations: those who reported having more personal health concerns during the pandemic were more predisposed to favour the use of tele-ICU. Overall, tele-ICU supports better care, but a successful implementation depends on its ease of use and context-sensitive approaches. Effectively integrating tele-ICU solutions into daily clinical routines requires input from nurses and physicians and their involvement in the implementation process from the outset, as well as consideration of existing organisational structures. Such measures will vastly increase the chance of acceptance and successful adoption of telemedical solutions in clinical practice.

Value Co-Creation in Telemedicine: A Qualitative Study of Pediatricians' Expectations Regarding Telehomecare Implementation in an Italian Pediatric Hospital.

The widespread adoption of telemedicine tools poses new and little-known challenges for healthcare professionals, who are required to adapt their knowledge, skills, and work practices to this innovative scenario. Understanding healthcare professionals' expectations and concerns about adopting telemedicine can facilitate its effective integration. Therefore, drawing upon the Value Co-Creation in Healthcare model, the current study aims to investigate pediatricians' expectations regarding antecedents, outcomes, and management activities relevant to the implementation of a telehomecare service. Interviews invitations were sent to all pediatricians (n=13) involved in a pilot study using the TytoCare device, a telehomecare tool that enables remote medical examinations, at an Italian pediatric hospital. All invited pediatricians agreed to participate. The semi-structured interviews, each lasting approximately 30 to 45minutes, were conducted remotely via Microsoft Teams prior to the use of the TytoCare device. All interviews were recorded and transcribed verbatim. The content was subsequently analyzed through thematic analysis using MAXQDA software. Five overarching thematic areas emerged from the interviews: factors influencing the adoption of the telehomecare device, advantages of its use, impacts on work practices, changes in the patient-professional relationship, and management activities. While concerns exist about the adequacy of telehomecare compared to in-person visits, the device offers potential benefits, such as improving the hospital experience for children by shortening hospital stays. However, it may lead to an increased workload and necessitate stronger trust and communication in remote care. Successful integration requires dedicated support staff, regulatory adjustments, and effective leadership, with active involvement of healthcare professionals in decision-making. By shedding light on healthcare professionals' expectations about telehomecare device, this study provides useful insights to healthcare leaders to tailor interventions to accompany technology within care practices to valorize its benefits and promote value co-creation processes.

The impact of the COVID-19 pandemic on stress and coping in parents of children with Autism Spectrum Disorder.

Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by impairments in communication, social interaction, and repetitive behavior. The declaration of the COVID-19 pandemic in March 2020 resulted in significant changes in daily life due to restrictive measures. This period posed particular challenges for families with children living with autism, given the limitations in medical care and social services. This study aimed to understand how families with autistic children perceive stress during the pandemic and the coping strategies employed in unexpected situations. A total of 44 families with children with ASD and 300 control families, including 44 control families in a matched subsample, were included in the study. To assess stress and parental coping with COVID-19-related stress, the Responses to Stress Questionnaire (Adult Self-Report RSQ-COVID-19) was utilized. Caregivers of autistic children experienced significantly higher stress levels (p = .027, d = 0.479) during the pandemic, with notable stressors such as limited access to medical care and challenges associated with remote work. Despite expectations, coping strategy differences were not statistically significant. Families and supporters of children with autism naturally encounter various experiences and challenges stemming from their additional needs. Our study's results highlight an accentuation of stress during challenging situations. As these situations may recur in the future, there is a need to design and implement support plans for these families, appropriate intervention programs, and preparations for the utilization of telemedicine tools.

Designing the future of prenatal care: an algorithm for a telemedicine-enhanced team-based care model.

This study provides a conceptual exploration of an innovative telemedicine-enhanced team-based care (TETC) model, tailored to prenatal care, integrating a multidisciplinary team approach with advanced telemedicine technologies. The algorithm developed for TETC aims to optimize communication and coordination among healthcare professionals, including obstetricians, midwives, nutritionists, and mental health experts. This cohesive team structure ensures a comprehensive care plan encompassing all facets of maternal and fetal health. Leveraging telemedicine tools like video conferencing and digital health records, the model supports remote consultations and coordinated care, proving particularly advantageous during pandemics or in regions with limited healthcare access. Central to the TETC model is patient-centered care, focusing on personalized care plans attuned to the individual needs, health status, and socioeconomic backgrounds of pregnant women. This approach not only enhances accessibility and convenience by diminishing the necessity for physical consultations but also ensures continuity of care throughout pregnancy. This continuity is crucial for consistent health parameter tracking and early risk identification. The paper discusses the model's design, operational workflow, and ethical and legal considerations, providing implementation guidelines and potential applications. The TETC model, rooted in current technological capabilities and healthcare frameworks, underscores the need for close collaboration with healthcare professionals to adhere to medical standards and address real-world requirements effectively.

Development of a Novel Telemedicine Tool to Reduce Disparities Related to the Identification of Preschool Children with Autism.

The wait for ASD evaluation dramatically increases with age, with wait times of a year or more common as children reach preschool. Even when appointments become available, families from traditionally underserved groups struggle to access care. Addressing care disparities requires designing identification tools and processes specifically for and with individuals most at-risk for health inequities. This work describes the development of a novel telemedicine-based ASD assessment tool, the TELE-ASD-PEDS-Preschool (TAP-Preschool). We applied machine learning models to a clinical data set of preschoolers with ASD and other developmental concerns (n = 914) to generate behavioral targets that best distinguish ASD and non-ASD features. We conducted focus groups with clinicians, early interventionists, and parents of children with ASD from traditionally underrepresented racial/ethnic and linguistic groups. Focus group themes and machine learning analyses were used to generate a play-based instrument with assessment tasks and scoring procedures based on the child's language (i.e., TAP-P Verbal, TAP-P Non-verbal). TAP-P procedures were piloted with 30 families. Use of the instrument in isolation (i.e., without history or collateral information) yielded accurate diagnostic classification in 63% of cases. Children with existing ASD diagnoses received higher TAP-P scores, relative to children with other developmental concerns. Clinician diagnostic accuracy and certainty were higher when confirming existing ASD diagnoses (80% agreement) than when ruling out ASD in children with other developmental concerns (30% agreement). Utilizing an equity approach to understand the functionality and impact of tele-assessment for preschool children has potential to transform the ASD evaluation process and improve care access.

Trauma THOMPSON: Clinical Decision Support for the Frontline Medic.

U.S. Military healthcare providers increasingly perform prolonged casualty care because of operations in settings with prolonged evacuation times. Varied training and experience mean that this care may fall to providers unfamiliar with providing critical care. Telemedicine tools with audiovisual capabilities, artificial intelligence (AI), and augmented reality (AR) can enhance inexperienced personnel's competence and confidence when providing prolonged casualty care. Furthermore, implementing offline functionality provides assistance options in communications-limited settings. The intent of the Trauma TeleHelper for Operational Medical Procedure Support and Offline Network (THOMPSON) is to develop (1) a voice-controlled mobile application with video references for procedural guidance, (2) audio narration of each video using procedure mentoring scripts, and (3) an AI-guided intervention system using AR overlay and voice command to create immersive video modeling. These capabilities will be available offline and in downloadable format. The Trauma THOMPSON platform is in development. Focus groups of subject matter experts will identify appropriate procedures and best practices. Procedural video recordings will be collected to develop reference materials for the Trauma THOMPSON mobile application and to train a machine learning algorithm on action recognition and anticipation. Finally, an efficacy evaluation of the application will be conducted in a simulated environment. Preliminary video collection has been initiated for tube thoracostomy, needle decompression, cricothyrotomy, intraosseous access, and tourniquet application. Initial results from the machine learning algorithm show action recognition and anticipation accuracies of 20.1% and 11.4%, respectively, in unscripted datasets "in the wild," notably on a limited dataset. This system performs over 100 times better than a random prediction. Developing a platform to provide real-time, offline support will deliver the benefits of synchronous expert advice within communications-limited and remote environments. Trauma THOMPSON has the potential to fill an important gap for clinical decision support tools in these settings.

Reliability of telemedicine evaluation for EDSS functional systems in multiple sclerosis.

Introduction: There was an increase in telemedicine during the COVID-19 pandemic to follow patients with multiple sclerosis (MS). However, there is scarce data if online evaluations can cover important information assessed during in-clinic appointments, especially the Expanded Disability Status Score (EDSS). This study aims to develop a remote evaluation tool for EDSS functional systems and compare the performance with face-to-face evaluations. Methods: This was a single-center study that included all MS patients followed up at outpatient clinics of Hospital São Lucas Pontifícia Universidade Católica do Rio Grande do Sul, between April and August 2022. Initially, patients were routinely in-clinic evaluated by one trained neurologist for EDSS. After, patients were evaluated remotely without any information about the in-clinic EDSS results. We used a standardized interview with an interactive video platform to evaluate EDSS functional systems by telemedicine. Results: Forty-nine participants completed the two steps. Intra-class coefficient was 0.97 (95% CI: 0.95-0.98), concordance for EDSS below 4.0 was 0.87 (95% CI: 0.77-0.93) and ≥4.0 was 0.97 (95% CI: 0.89-0.99). There was perfect agreement in the final EDSS in 71.4% of the online and in-clinic evaluations. In the multivariate analysis, the visual (beta = 0.453; p = 0.003) and pyramidal (beta = 0.403; p = 0.009) systems contributed significantly to the difference in the final EDSS. Conclusion: The telemedicine tool created in this study can detect changes in functional systems with reliable results compared to in-clinic EDSS assessment. Telemedicine evaluations may reduce the number of in-clinic visits and the disease burden for patients with MS.

Territorial Coordination Centres and Telenursing: innovation and digitalisation of home care in Italy

Abstract Issue After Covid-19, Italy approved the National Recovery and Resilience Plan (NRRP) to boost public health, sustainability and digital innovation, which promotes ecological and digital transition reforms. The strategic health reform redesigned territorial healthcare network by introducing new models of proactive care, as Territorial Coordination Centres (TCCs) and Telenursing. Description of the problem TCC is an innovative organisational model, that coordinates taking care by linking services and professionals involved in different care settings. In TCCs are involved nursing staff, that performs a telemedicine service called Telenursing, a way of delivering nursing care directly to the patient's home, through digital health tools. How will TCCs be implemented, using NRRP funds? How will Telenursing impact on home care? Results By 2024, 600 TCCs are planned to be implemented and fully operational, across the Country, financed by NRRP (280 bln €). The standard set by the NRRP reform is 1 TCC each 100,000 inhabitants, with 4-6 primary nurses involved (2,400-3,600 nationally). TCCs are organised to be interconnected with every healthcare network setting, including home care. Telenursing, within the TCCs, aims to guarantee proactive, personalised and proximity care, enhancing the home as a privileged place of care. Nurses of TCCs perform health monitoring, assessment, promotion, prevention and education by Telenursing, in order to reduce inappropriate hospital admissions and to increase patient satisfaction, safety and empowerment. By 2026, at least 200,000 people will be assisted through telemedicine tools, as planned in NRRP reform (funding 1 bln €). Lessons Italy, pursuing better health outcomes for the population, is investing in strengthening public primary care services and digitalization of services. New strategy aims to improve health of population and decrease health inequalities, while reducing geographical variations. Key messages • Telenursing performed by nurses working in TCCs is aimed at improving proactive, personalised and proximity care, supporting patients and caregivers at home. • By 2024, TCCs will be fully operating to guarantee an innovative system of public primary care, that uses digital tools to manage population in home care, reducing inappropriate hospitalization.

EP02.38: Cumulative experience of a novel telemedicine tool in perinatology over three years of the COVID‐19 pandemic

EP02.38: Cumulative experience of a novel telemedicine tool in perinatology over three years of the COVID‐19 pandemic

6.25 Design and Implementation of an Online Protocol for ASD Diagnosis in Children Using Telemedicine Tools

6.25 Design and Implementation of an Online Protocol for ASD Diagnosis in Children Using Telemedicine Tools

Development and feasibility of a telemedicine tool for patients with recurrent urinary tract infection: myRUTIcoach

Introduction and hypothesisPatients with recurrent urinary tract infection (rUTI) have limited knowledge of preventive strategies to lower the risk of UTI. We aimed to develop and test the feasibility of an eHealth system for women with rUTI, named myRUTIcoach, and explored the facilitators and barriers related to its adoption.MethodsWe developed myRUTIcoach in a structured iterative process and tested its feasibility among 25 women with rUTI over 2 months. Subsequent questionnaires covered satisfaction, accessibility, and experiences with myRUTIcoach. A random selection of participants and relevant stakeholders took part in semi-structured interviews to explore adoption. Data were analyzed and elaborated using inductive and deductive approaches using the Non-adoption, Abandonment, Spread, Scale-up, and Sustainability (NASSS) framework.Results MyRUTIcoach was not only widely accepted but also facilitated communication with health care professionals (HCPs) and contributed to greater knowledge of rUTI. Women graded the system a mean of 8.0 (±0.6) out of 10, with 89% stating that they would recommend it to others. Patients indicated that self-management skills were the major facilitators and barriers related to adoption, whereas HCPs stated that the disconnect between myRUTIcoach and electronic health care records (EHRs) was the major barrier.ConclusionsThis research describes the development and testing of myRUTIcoach for women with rUTI. Patients and HCPs reported high satisfaction and compliance with myRUTIcoach. However, adoption by the intended users is complex and influenced by all examined domains of the NASSS framework. We have already improved linkage to EHRs, but further optimization to meet patient needs may improve the effectiveness of this self-management tool for rUTI.

Telemedicine Breastfeeding Consultation: The Saudi Experience.

Background Telemedicine is widely used in health specialties. Yet, the experience of telemedicine use and its effectiveness in breastfeeding support is a research gap. The purpose of this study was to describe the pattern of telemedicine use for breastfeeding support in Saudi Arabia and to explore patients' satisfaction with the service. Methods A cross-sectional survey was conducted in outpatient settings at Ministry of Health facilities in several Saudi regions. The number of breastfeeding consultations over one year (2021) was analyzed in terms of region, month, method of consultation, and women's maternity status. Data on patient satisfaction and telemedicine techniques were gathered during 2022. Results Across the 16 regions enrolled in the project, 51,571 remote breastfeeding consultations were conducted, representing 28.2% of the total consultations. The eastern region reported the highest percentage (40.7%), and the southern region reported the lowest (2.4%). Almost two-thirds of the consultations were provided to lactating mothers (62.91%). Most data (90%) were collected from breastfeeding clinics in hospitals, and nurses were the main primary health care providers. The mean was 4,255 consultations per month. In terms of technology, telemedicine consultations were mostly conducted by phone (50%) and WhatsApp (38%). Satisfaction with telemedicine was reported by 80% of the participants, with a statistical difference found in those favoring telemedicine over in-person care (p=0.032), particularly for those using phone consultations and Telegram (p<0.001). WhatsApp respondents had the commonest neutral responses (p<0.001). Conclusion Telemedicine breastfeeding care has been widely established with high patient satisfaction. A national protocol outpatient lactation services with an intergrated hospital and primary care services and involvement of different health care professionals are recommended. Although breastfeeding counselling is proven to have a positive change on breastfeeding indicators, telemedicine tool per se needs further work on its role in breastfeeding indicators. Triage of cases to be evaluated face-to-face or referral to a specialist after telemedicine lactation care is an area for future work.

The Evaluation of Remote Monitoring Technology Across Participants With Different Skin Tones.

Many research studies seek to improve vital sign monitoring to enhance the conditions under which doctors and caregivers track patients' health. Non-invasive and contactless monitoring has emerged as an optimal solution for this problem, with telemedicine, self-monitoring, and well-being tools being the next generation of technology in the biomedical field. However, there is worldwide concern about the general purpose and bias towarda certain demographic group of these techniques. In particular, skin tone and the accuracy of monitoring dark skin tone groups have been key questions among researchers, with the lack of results and studies contributing to this uncertainty. This paper proposes a benchmark for remote monitoring solutions against a medical device across different skin tone people. Around 330 videos from 90 patients were analyzed, and heart rate (HR) and heart rate variability (HRV) were compared across different subgroups. The Fitzpatrick scale (1-6) was used to classify participants into three skin tone groups: 1 and 2, 3 and 4, and 5 and 6. The results showed that our proposed methodology could estimate heart rate with a mean absolute error of 3 bpm across all samples and subgroups. Moreover, for heart rate variability (HRV) metrics, we achieved the following results: in terms of mobility assistive equipment (MAE), the HRV-inter-beat interval (IBI) was 10 ms, the HRV-standard deviation of normal to normal heartbeats (SDNN) was 14 ms, and the HRV-root mean square of successive differences (RMSSD) between normal heartbeatswas 22 ms. No significant performance decrease was found for any skin tone group, and there was no error trend toward a certain group. The study showed that our methodology meets acceptable agreement levels for the proposed metrics. Furthermore, the experiments showed that skin tone did not impact the results, which remained within the same range across all groups. Moreover, it enables the end users to understand their general well-being and improve their overall health.