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1.
Artículo en Ruso | MEDLINE | ID: mdl-39003534

RESUMEN

The article presents systematic review of National and foreign publications concerning strategy of digital society development, definitions and concepts of digital twins in health care. The analysis of development of digital twins of patients and application of digital twins of human organs in medicine is presented. The experience of digital twins functioning in health care management system in Russia and abroad is presented.


Asunto(s)
Atención a la Salud , Humanos , Federación de Rusia , Atención a la Salud/organización & administración , Tecnología Digital , Salud Digital
2.
Acta Neurochir (Wien) ; 165(2): 335-340, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36625907

RESUMEN

PURPOSE: Patients undergoing spinal surgery require postoperative pain management to alleviate wound pain. Pain medication includes WHO grade 1 analgesic as well as potent opioids, potentially leading to cognitive decline. Up until now, the cognitive impairment is only poorly studied and difficult to monitor. We hereby investigate the feasibility of a digital monitoring method for neurocognitive function under opioid medication after spinal instrumentation. METHODS: Prospective monocenter feasibility study enrolling patients before undergoing spinal surgery. We performed cognitive testing using a tablet-based application before (baseline), as well as on day 2 after surgery (intravenous opioids), before discharge (oral opioids), and at follow-up. We recorded the exact pain medication and its other side effects. Potential risk factors for the postoperative decline in cognition included age, high-dose opioid application, and length of surgery. RESULTS: We included 20 patients in our study. The baseline assessment revealed no cognitive impairment before surgery. All patients underwent dorsal instrumentation for degenerative (60%), osteoporotic fracture (15%), or spinal tumor (25%) indications. Cognitive testing after surgery showed a significant decline under intravenous opioid therapy including short time and delayed verbal recall (p < 0.001) as well as arithmetic fluency. Cognitive performance significantly improved with partial recovery until follow-up and opioid discontinuation. CONCLUSION: Cognition testing and monitoring of neurocognitive decline under high-dose opioid medication were feasible using the digital tablet-based application. The cognition app helps to identify difficulties in cognitive function as a side effect of overdosage in opioid medication, and care givers should evaluate the risk of non-comprehension and impaired informed consent appropriately.


Asunto(s)
Analgésicos Opioides , Dolor Postoperatorio , Humanos , Analgésicos Opioides/uso terapéutico , Analgésicos Opioides/efectos adversos , Estudios de Factibilidad , Dolor Postoperatorio/tratamiento farmacológico , Estudios Prospectivos
3.
J Med Internet Res ; 25: e44024, 2023 06 28.
Artículo en Inglés | MEDLINE | ID: mdl-37379058

RESUMEN

BACKGROUND: Digital health engagement may serve many support functions, such as providing access to information; checking or evaluating one's state of health; and tracking, monitoring, or sharing health data. Many digital health engagement behaviors are associated with the potential to reduce inequalities in information and communication. However, initial studies suggest that health inequalities may persist in the digital realm. OBJECTIVE: This study aimed to explore the functions of digital health engagement by describing how frequently respective services are used for a range of purposes and how these purposes can be categorized from the users' perspective. This study also aimed to identify the prerequisites for successfully implementing and using digital health services; therefore, we shed light on the predisposing, enabling, and need factors that may predict digital health engagement for different functions. METHODS: Data were gathered via computer-assisted telephone interviews during the second wave of the German adaption of the Health Information National Trends Survey in 2020 (N=2602). The weighted data set allowed for nationally representative estimates. Our analysis focused on internet users (n=2001). Engagement with digital health services was measured by their reported use for 19 different purposes. Descriptive statistics showed the frequency with which digital health services were used for these purposes. Using a principal component analysis, we identified the underlying functions of these purposes. Using binary logistic regression models, we analyzed which predisposing factors (age and sex), enabling factors (socioeconomic status, health- and information-related self-efficacy, and perceived target efficacy), and need factors (general health status and chronic health condition) can predict the use of the distinguished functions. RESULTS: Digital health engagement was most commonly linked to acquiring information and less frequently to more active or interactive purposes such as sharing health information with other patients or health professionals. Across all purposes, the principal component analysis identified 2 functions. Information-related empowerment comprised items on acquiring health information in various forms, critically assessing one's state of health, and preventing health problems. In total, 66.62% (1333/2001) of internet users engaged in this behavior. Health care-related organization and communication included items on patient-provider communication and organizing health care. It was applied by 52.67% (1054/2001) of internet users. Binary logistic regression models showed that the use of both functions was determined by predisposing factors (female and younger age) and certain enabling factors (higher socioeconomic status) and need factors (having a chronic condition). CONCLUSIONS: Although a large share of German internet users engage with digital health services, predictors show that existing health-related disparities prevail in the digital realm. To make use of the potential of digital health services, fostering digital health literacy at different levels, especially in vulnerable groups, is key.


Asunto(s)
Telemedicina , Humanos , Femenino , Encuestas y Cuestionarios , Comunicación , Internet , Clase Social
4.
J Med Internet Res ; 25: e52464, 2023 12 04.
Artículo en Inglés | MEDLINE | ID: mdl-38048156

RESUMEN

BACKGROUND: The advantages of multimodal digitally transformed mobile health management for patients diagnosed with mild to moderate hypertension are not yet established. OBJECTIVE: We aim to evaluate the therapeutic benefits of a novel WeChat-based multimodal digital transforming management model in mobile health blood pressure (BP) management. METHODS: This randomized controlled clinical trial included 175 individuals with new-onset mild to moderate hypertension who were admitted to our center between September and October 2022. The patients were randomly assigned to either the multimodal intervention group (n=88) or the usual care group (n=87). The primary composite outcome was home and office BP differences after 6 months. The major secondary outcomes were 6-month quality-of-life scores, including the self-rating anxiety scale, self-rating depression scale, and Pittsburgh Sleep Quality Index. RESULTS: The mean home BP decreased from 151.74 (SD 8.02)/94.22 (SD 9.32) to 126.19 (SD 8.45)/82.28 (SD 9.26) mm Hg in the multimodal intervention group and from 150.78 (SD 7.87)/91.53 (SD 9.78) to 133.48 (SD 10.86)/84.45 (SD 9.19) mm Hg in the usual care group, with a mean difference in systolic blood pressure and diastolic blood pressure of -8.25 mm Hg (95% CI -11.71 to -4.78 mm Hg; P<.001) and -4.85 mm Hg (95% CI -8.41 to -1.30 mm Hg; P=.008), respectively. The mean office BP decreased from 153.64 (SD 8.39)/93.56 (SD 8.45) to 127.81 (SD 8.04)/ 82.16 (SD 8.06) mm Hg in the multimodal intervention group and from 151.48 (SD 7.14)/(91.31 (SD 9.61) to 134.92 (SD 10.11)/85.09 (SD 8.26) mm Hg in the usual care group, with a mean difference in systolic blood pressure and diastolic blood pressure of -9.27 mm Hg (95% CI -12.62 to -5.91 mm Hg; P<.001) and -5.18 mm Hg (95% CI -8.47 to -1.89 mm Hg; P=.002), respectively. From baseline to 6 months, home BP control <140/90 mm Hg was achieved in 64 (72.7%) patients in the multimodal intervention group and 46 (52.9%) patients in the usual care group (P=.007). Meanwhile, home BP control <130/80 mm Hg was achieved in 32 (36.4%) patients in the multimodal intervention group and 16 (18.4%) patients in the usual care group (P=.008). After 6 months, there were significant differences in the quality-of-life total and graded scores, including self-rating anxiety scale scores (P=.04), self-rating depression scale scores (P=.03), and Pittsburgh Sleep Quality Index scores (P<.001), in the multimodal intervention group compared with the usual care group. CONCLUSIONS: The WeChat-based multimodal intervention model improved the BP control rates and lowered the BP levels more than the usual care approach. The multimodal digital transforming management model for hypertension represents an emerging medical practice that utilizes the individual's various risk factor profiles for primary care and personalized therapy decision-making in patients with hypertension. TRIAL REGISTRATION: Chinese Clinical Trial Registry ChiCTR2200063550; https://www.chictr.org.cn/showproj.html?proj=175816.


Asunto(s)
Salud Digital , Hipertensión , Aplicaciones Móviles , Humanos , Pueblo Asiatico , Presión Sanguínea , Hospitalización , Hipertensión/terapia , Calidad de Vida
5.
J Med Internet Res ; 25: e50029, 2023 11 28.
Artículo en Inglés | MEDLINE | ID: mdl-38015589

RESUMEN

BACKGROUND: As digital health services advance, digital health equity has become a significant concern. However, people with disability and older adults still face health management limitations, particularly in the COVID-19 pandemic. An essential area of investigation is proposing a patient-centered design strategy that uses patient-generated health data (PGHD) to facilitate optimal communication with caregivers and health care service providers. OBJECTIVE: This study aims to conceptualize, develop, and validate a digitally integrated health care service platform for people with disability, caregivers, and health care professionals, using Internet of Things devices and PGHD to contribute to improving digital health equity. METHODS: The methodology consists of 5 stages. First, a collaborative review of the previous app, Daily Healthcare 1.0, was conducted with individuals with disabilities, caregivers, and health care professionals. Secondly, user needs were identified via personas, scenarios, and user interface sketches to shape a user-centered service design. The third stage created an enhanced app that integrated these specifications. In the fourth stage, heuristic evaluations by clinical and app experts paved the way for Daily Healthcare 2.0, now featuring Internet of Things device integration. Conclusively, in the fifth stage, an extensive 2-month usability evaluation was executed with user groups comprising individuals with disabilities using the app and their caregivers. RESULTS: Among the participants, "disability welfare information and related institutional linkage" was the highest priority. Three of the 14 user interface sketches the participants created were related to "providing educational content." The 11 heuristic evaluation experts identified "focusing on a single task" as a crucial issue and advocated redesigning the home menu to simplify it and integrate detailed menus. Subsequently, the app Daily Healthcare 2.0 was developed, incorporating wearable devices for collecting PGHD and connecting individuals with disabilities, caregivers, and health care professionals. After the 2-month usability evaluation with 27 participants, all participants showed an increase in eHealth literacy, particularly those who used the caregiver app. Relatively older users demonstrated improved scores in health IT usability and smartphone self-efficacy. All users' satisfaction and willingness to recommend increased, although their willingness to pay decreased. CONCLUSIONS: In this study, we underscore the significance of incorporating the distinct needs of individuals with disabilities, caregivers, and health care professionals from the design phase of a digital health care service, highlighting its potential to advance digital health equity. Our findings also elucidate the potential benefits of fostering partnerships between health consumers and providers, thereby attenuating the vulnerability of marginalized groups, even amid crises such as the COVID-19 pandemic. Emphasizing this imperative, we advocate for sustained endeavors to bolster the digital literacy of individuals with disabilities and champion collaborative cocreation, aiming to uphold the collective ethos of health and digital health equity.


Asunto(s)
COVID-19 , Equidad en Salud , Telemedicina , Anciano , Humanos , Servicios de Salud , Pandemias , Diseño Centrado en el Usuario , Atención a la Salud , Teléfono Celular
6.
Telemed J E Health ; 29(7): 1057-1067, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-36454316

RESUMEN

Introduction: Limited range of motion (ROM) of the shoulder occurs commonly after breast cancer surgery, resulting in reduced quality of life and difficulty with activities of daily living. Physical exercise is effective in postoperative breast cancer patients, but no study has assessed the effects of augmented reality (AR)-based telerehabilitation. Therefore, this study aimed to investigate the effect of hospital-home linked rehabilitation therapy using an AR-based digital health care system (UINCARE Home+) in postoperative patients with breast cancer. Methods: This study was a prospective, multicenter, assessor-blinded, randomized controlled trial. Patients who underwent breast cancer surgery were assigned to either the UINCARE Home+ (intervention) group or the brochure-based home rehabilitation (control) group for an 8-week intervention. The study outcomes were the change in ROM of the affected shoulder, pain in the affected shoulder (Numerical Rating Scale [NRS]), functional outcomes (Disabilities of the Arm, Shoulder, and Hand questionnaire [QuickDASH] score), and quality of life (Functional Assessment of Cancer Therapy-Breast [FACT-B] and EuroQoL 5-Dimension 5-Level [EQ-5D-5L] scores), all of which were measured at enrollment and at 4, 8, and 12 weeks thereafter. Results: A total of 100 participants were enrolled in the study (n = 50 in each groups). In both groups, active and passive ROM, NRS, and the QuickDASH, FACT-B, and EQ-5D-5L scores showed significant improvements from baseline to 12 weeks (p < 0.001), but no group differences were detected. Discussion: A home-based exercise program with an AR system improved shoulder dysfunction in breast cancer patients and could be used in conjunction with a traditional hospital-based rehabilitation program. Trial Registration: ClinicalTrials.gov ID: NCT04316156.


Asunto(s)
Neoplasias de la Mama , Telerrehabilitación , Humanos , Femenino , Neoplasias de la Mama/cirugía , Actividades Cotidianas , Calidad de Vida , Estudios Prospectivos , Resultado del Tratamiento
7.
J Dtsch Dermatol Ges ; 21(2): 141-145, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36772923

RESUMEN

BACKGROUND AND OBJECTIVES: Skin diseases are a common reason for consultations in pediatric practice. The present study aims to characterize the dermatological requests of resident pediatric specialists using teledermatology in Germany. PATIENTS AND METHODS: This analysis of consultation requests, submitted by pediatricians to a designated pediatric dermatologist via a telemedical consultation system (PädExpert) using the store-and-forward technology, was performed between February 2021 and December 2021. RESULTS: The study analysis included 504 telemedical consultation requests. The mean age of the patients was 6.5 ± 5.0 years with 45.5% of the patients being female. Telemedicine was useful in providing a definite diagnosis in 88.3%. The diagnoses were most frequently assigned to the group of infectious skin diseases (28.8%). Referral to a dermatologist was recommended in 11.5%. The requests were answered on the same day in 63.8% of the cases. CONCLUSIONS: The study data shows the great potential of teledermatology to improve access for children with skin diseases to specialized dermatological care. Another advantage is its function as a triage instrument. Since most cases could be managed by teledermatology only, it is possible to reduce the need for an in-person visit to the dermatologist, thus saving resources.


Asunto(s)
Dermatología , Enfermedades de la Piel , Telemedicina , Humanos , Niño , Femenino , Lactante , Preescolar , Masculino , Enfermedades de la Piel/diagnóstico , Derivación y Consulta , Alemania
8.
J Med Internet Res ; 24(8): e37622, 2022 08 17.
Artículo en Inglés | MEDLINE | ID: mdl-35976690

RESUMEN

BACKGROUND: As the need for digital health care based on mobile devices is increasing, with the rapid development of digital technologies, especially in the face of the COVID-19 pandemic, gaining a better understanding of the industrial structure is needed to activate the use of digital health care. OBJECTIVE: The aim of this study was to suggest measures to revitalize the digital health care industry by deriving the stakeholders and major issues with respect to the ecosystem of the industry. METHODS: A total of 1822 newspaper articles were collected using Big Kings, a big data system for news, for a limited period from 2016 to August 2021, when the mobile health care project was promoted in Korea centered on public health centers. The R and NetMiner programs were used for network analysis. RESULTS: The Korean government and the Ministry of Health and Welfare showed the highest centrality and appeared as major stakeholders, and their common major issues were "reviewing the introduction of telemedicine," "concerns about bankruptcy of local clinics," and "building an integrated platform for precision medicine." In addition, the major stakeholders of medical institutions and companies were Seoul National University Hospital, Kangbuk Samsung Hospital, Ajou University Hospital, Samsung, and Vuno Inc. CONCLUSIONS: This analysis confirmed that the issues related to digital health care are largely composed of telemedicine, data, and health care business. For digital health care to develop as a national innovative growth engine and to be institutionalized, the development of a digital health care fee model that can improve the regulatory system and the cost-effectiveness of patient care, centering on the Ministry of Health and Welfare as a key stakeholder, is essential.


Asunto(s)
COVID-19 , Telemedicina , Ecosistema , Sector de Atención de Salud , Hospitales Universitarios , Humanos , Pandemias , Telemedicina/métodos
9.
Univers Access Inf Soc ; : 1-15, 2022 Dec 31.
Artículo en Inglés | MEDLINE | ID: mdl-36618758

RESUMEN

Improving the quality of digital health care through information and communication technology can mainly contribute to the clinical, social, financial, and economic systems' success, especially during the COVID-19 pandemic period. The co-design approach, which unleashes the end-user power, can contribute actively in improving the healthcare systems. It deals with understanding the user behaviors, requirements, and motivations through observation, inspection, task analysis, and feedback techniques. Consequently, both the co-design and digital technologies might empower the management of patients' health and that of their families. The research strategy is based on a systematic literature review and meta-analysis to summarize how the co-design methodologies handled the existing technology-based health systems for their improvement. Based on the findings, we establish the following hypotheses: (i) A user-centered methodology for service implementation might offer a promising tool to enhance the healthcare services quality before they be launched; (ii) Several limitations can affect the co-design approach in digital health, such as a bias for a patients' group. Efforts have been made to reduce this risk by identifying bias at an early stage, or different groups should be included in the test phase for example; (iii) Use decision-making devices that handle technologies for patient and clinical healthcare solution.

10.
BMC Infect Dis ; 21(1): 229, 2021 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-33639861

RESUMEN

BACKGROUND: The massive outbreak of the novel coronavirus disease 2019 (COVID-19) in Daegu city and Gyeongsangbuk-do, Republic of Korea (ROK), caused the exponential increase in new cases exceeding 5000 within 6 weeks. Therefore, the community treatment center (CTC) with a digital health care monitoring system based on the smartphone application and personal health record platform (PHR) was implemented. Thus, we report our experience in one of the CTCs to investigate the role of CTC and the feasibility of the digital health care monitoring system in the COVID-19 pandemic. METHODS: The Gyeongbuk-Daegu 2 CTC was set up at the private residential facility. Admission criteria were 1) patients < 65 years with COVID-19, 2) patients without underlying medical comorbidities, and 3) COVID-19 disease severity of mild class. Admitted patients were placed under monitoring of vital signs and symptoms. Clinical information was collected using the smartphone application or telephone communication. Collected information was displayed on the PHR platform in a real-time fashion for close monitoring. RESULTS: From Mar 3, 2020, to Mar 26, 2020, there was a total of 290 patients admitted to the facility. Males were 104 (35.9%). The median age was 37 years. The median time between the COVID-19 diagnosis and admission was 7 days. Five patients were identified and were transferred to the designed COVID-19 treatment hospital for their urgent medical needs. The smartphone application usage to report vital signs and symptoms was noted in 96% of the patients. There were no deaths of the patients. CONCLUSIONS: Our results suggest that implementation of the CTC using a commercial residence facility and digital health care technology may offer valuable solutions to the challenges posed by the COVID-19 outbreak.


Asunto(s)
Tratamiento Farmacológico de COVID-19 , Atención a la Salud , Registros de Salud Personal , SARS-CoV-2 , Teléfono Inteligente , Adulto , Femenino , Humanos , Masculino , Persona de Mediana Edad
11.
J Med Internet Res ; 23(9): e28766, 2021 09 22.
Artículo en Inglés | MEDLINE | ID: mdl-34550089

RESUMEN

Despite recent and potent technological advances, the real-world implementation of remote digital health technology in the care and monitoring of patients with motor neuron disease has not yet been realized. Digital health technology may increase the accessibility to and personalization of care, whereas remote biosensors could optimize the collection of vital clinical parameters, irrespective of patients' ability to visit the clinic. To facilitate the wide-scale adoption of digital health care technology and to align current initiatives, we outline a road map that will identify clinically relevant digital parameters; mediate the development of benefit-to-burden criteria for innovative technology; and direct the validation, harmonization, and adoption of digital health care technology in real-world settings. We define two key end products of the road map: (1) a set of reliable digital parameters to capture data collected under free-living conditions that reflect patient-centric measures and facilitate clinical decision making and (2) an integrated, open-source system that provides personalized feedback to patients, health care providers, clinical researchers, and caregivers and is linked to a flexible and adaptable platform that integrates patient data in real time. Given the ever-changing care needs of patients and the relentless progression rate of motor neuron disease, the adoption of digital health care technology will significantly benefit the delivery of care and accelerate the development of effective treatments.


Asunto(s)
Enfermedad de la Neurona Motora , Tecnología Biomédica , Cuidadores , Personal de Salud , Humanos , Enfermedad de la Neurona Motora/diagnóstico , Enfermedad de la Neurona Motora/terapia , Tecnología
12.
J Med Internet Res ; 23(7): e25849, 2021 07 05.
Artículo en Inglés | MEDLINE | ID: mdl-34453502

RESUMEN

This viewpoint explores the ethical and regulatory consequences of the digital transformation of the operating room. Surgical robotics is undergoing significant change and future advances will center around the capture and use of data. The consequences of creating this surgical data pipeline must be understood and digital surgical systems must prioritize the safeguarding of patient data. Moreover, data protection laws and frameworks must adapt to the changing nature of surgical data. Finally, digital surgeons must understand changing data legislation and best practice on data governance to act as guardians not only for their own but also for their patients' data.


Asunto(s)
Cirujanos , Humanos , Quirófanos
13.
J Med Internet Res ; 23(5): e28859, 2021 05 31.
Artículo en Inglés | MEDLINE | ID: mdl-34057413

RESUMEN

BACKGROUND: The development of an author-level complementary metric could play a role in the process of academic promotion through objective evaluation of scholars' influence and impact. OBJECTIVE: The objective of this study was to evaluate the correlation between the Healthcare Social Graph (HSG) score, a novel social media influence and impact metric, and the h-index, a traditional author-level metric. METHODS: This was a cross-sectional study of health care stakeholders with a social media presence randomly sampled from the Symplur database in May 2020. We performed stratified random sampling to obtain a representative sample with all strata of HSG scores. We manually queried the h-index in two reference-based databases (Scopus and Google Scholar). Continuous features (HSG score and h-index) from the included profiles were summarized as the median and IQR. We calculated the Spearman correlation coefficients (ρ) to evaluate the correlation between the HSG scores and h-indexes obtained from Google Scholar and Scopus. RESULTS: A total of 286 (31.2%) of the 917 stakeholders had a Google Scholar h-index available. The median HSG score for these profiles was 61.1 (IQR 48.2), and the median h-index was 14.5 (IQR 26.0). For the 286 subjects with the HSG score and Google Scholar h-index available, the Spearman correlation coefficient ρ was 0.1979 (P<.001), indicating a weak positive correlation between these two metrics. A total of 715 (78%) of 917 stakeholders had a Scopus h-index available. The median HSG score for these profiles was 57.6 (IQR 46.4), and the median h-index was 7 (IQR 16). For the 715 subjects with the HSG score and Scopus h-index available, ρ was 0.2173 (P<.001), also indicating a weak positive correlation. CONCLUSIONS: We found a weak positive correlation between a novel author-level complementary metric and the h-index. More than a chiasm between traditional citation metrics and novel social media-based metrics, our findings point toward a bridge between the two domains.


Asunto(s)
Medios de Comunicación Sociales , Bibliometría , Estudios Transversales , Bases de Datos Factuales , Humanos
14.
J Med Internet Res ; 23(8): e28151, 2021 08 26.
Artículo en Inglés | MEDLINE | ID: mdl-34435959

RESUMEN

BACKGROUND: Owing to the shortage of medical professionals, as well as demographic and structural challenges, new care models have emerged to find innovative solutions to counter medical undersupply. Team-based primary care using medical delegation appears to be a promising approach to address these challenges; however, it demands efficient communication structures and mechanisms to reinsure patients and caregivers receive a delegated, treatment-related task. Digital health care technologies hold the potential to render these novel processes effective and demand driven. OBJECTIVE: The goal of this study is to recreate the daily work routines of general practitioners (GPs) and medical assistants (MAs) to explore promising approaches for the digital moderation of delegation processes and to deepen the understanding of subjective and perceptual factors that influence their technology assessment and use. METHODS: We conducted a combination of 19 individual and group interviews with 12 GPs and 14 MAs, seeking to identify relevant technologies for delegation purposes as well as stakeholders' perceptions of their effectiveness. Furthermore, a web-based survey was conducted asking the interviewees to order identified technologies based on their assessed applicability in multi-actor patient care. Interview data were analyzed using a three-fold inductive coding procedure. Multidimensional scaling was applied to analyze and visualize the survey data, leading to a triangulation of the results. RESULTS: Our results suggest that digital mediation of delegation underlies complex, reciprocal processes and biases that need to be identified and analyzed to improve the development and distribution of innovative technologies and to improve our understanding of technology use in team-based primary care. Nevertheless, medical delegation enhanced by digital technologies, such as video consultations, portable electrocardiograms, or telemedical stethoscopes, can counteract current challenges in primary care because of its unique ability to ensure both personal, patient-centered care for patients and create efficient and needs-based treatment processes. CONCLUSIONS: Technology-mediated delegation appears to be a promising approach to implement innovative, case-sensitive, and cost-effective ways to treat patients within the paradigm of primary care. The relevance of such innovative approaches increases with the tremendous need for differentiated and effective care, such as during the ongoing COVID-19 pandemic. For the successful and sustainable adoption of innovative technologies, MAs represent essential team members. In their role as mediators between GPs and patients, MAs are potentially able to counteract patients' resistance toward using innovative technology and compensate for patients' limited access to technology and care facilities.


Asunto(s)
COVID-19 , Telemedicina , Humanos , Pandemias , Atención Primaria de Salud , SARS-CoV-2
15.
J Med Internet Res ; 23(1): e22184, 2021 01 06.
Artículo en Inglés | MEDLINE | ID: mdl-33404511

RESUMEN

BACKGROUND: Customer churn is the rate at which customers stop doing business with an entity. In the field of digital health care, user churn prediction is important not only in terms of company revenue but also for improving the health of users. Churn prediction has been previously studied, but most studies applied time-invariant model structures and used structured data. However, additional unstructured data have become available; therefore, it has become essential to process daily time-series log data for churn predictions. OBJECTIVE: We aimed to apply a recurrent neural network structure to accept time-series patterns using lifelog data and text message data to predict the churn of digital health care users. METHODS: This study was based on the use data of a digital health care app that provides interactive messages with human coaches regarding food, exercise, and weight logs. Among the users in Korea who enrolled between January 1, 2017 and January 1, 2019, we defined churn users according to the following criteria: users who received a refund before the paid program ended and users who received a refund 7 days after the trial period. We used long short-term memory with a masking layer to receive sequence data with different lengths. We also performed topic modeling to vectorize text messages. To interpret the contributions of each variable to model predictions, we used integrated gradients, which is an attribution method. RESULTS: A total of 1868 eligible users were included in this study. The final performance of churn prediction was an F1 score of 0.89; that score decreased by 0.12 when the data of the final week were excluded (F1 score 0.77). Additionally, when text data were included, the mean predicted performance increased by approximately 0.085 at every time point. Steps per day had the largest contribution (0.1085). Among the topic variables, poor habits (eg, drinking alcohol, overeating, and late-night eating) showed the largest contribution (0.0875). CONCLUSIONS: The model with a recurrent neural network architecture that used log data and message data demonstrated high performance for churn classification. Additionally, the analysis of the contribution of the variables is expected to help identify signs of user churn in advance and improve the adherence in digital health care.


Asunto(s)
Aplicaciones Móviles/normas , Adulto , Humanos , Estudios Retrospectivos , Telemedicina
16.
Scand J Caring Sci ; 35(4): 1322-1331, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-33448031

RESUMEN

BACKGROUND: The aim of this article is to describe older people's perceptions of caring relations in the context of rural eHealth, as well as to explore how such relations can facilitate engagement in digital primary health care. There is an ongoing implementation of eHealth in Western health care, and rural areas and older people are specifically targeted. eHealth is said to be a solution to emergent problems and a technology that will facilitate people's opportunities to achieve good and equal health. From this perspective, it is crucial that older people engage in eHealth services, but there are barriers for use, and care providers need to adapt to the preferences of older people. METHODS: Semi-structured interviews with 19 individuals aged 61-85 were conducted. The participants were using digital services at two primary healthcare centres located in northern Sweden. Qualitative content analysis was used. An important theoretical tenet was that older people's perceptions of and engagements in eHealth are affected by the specific rural conditions. Ethical approval for the study has been obtained. RESULTS: The analysis rendered a total of three themes: in-person interaction was central to people's perceptions of good caring relations; patient-nurse relations were particularly emphasised; and caring relations in rural eHealth appeared to be multi-directional and fuelled by a shared sense of rural community. Altogether, this facilitated participants' engagement in local eHealth initiatives. CONCLUSIONS: eHealth is an opportunity for primary health care and for rural communities. However, the results provide insight into matters that can affect the quality, access, and equality of rural primary health care. Participants' engagement in eHealth was almost always facilitated by close caring relations with local Registered Nurses. Digital care needs to be approached as a combination of digital and in-person presence. Separating digital and physical task assignments among different personnel could make older people refrain from seeking health care.


Asunto(s)
Población Rural , Telemedicina , Anciano , Humanos , Percepción , Atención Primaria de Salud , Investigación Cualitativa , Suecia
18.
J Med Internet Res ; 19(4): e102, 2017 04 10.
Artículo en Inglés | MEDLINE | ID: mdl-28396301

RESUMEN

BACKGROUND: Young people (aged 16-24 years) with long-term health conditions can disengage from health services, resulting in poor health outcomes, but clinicians in the UK National Health Service (NHS) are using digital communication to try to improve engagement. Evidence of effectiveness of this digital communication is equivocal. There are gaps in evidence as to how it might work, its cost, and ethical and safety issues. OBJECTIVE: Our objective was to understand how the use of digital communication between young people with long-term conditions and their NHS specialist clinicians changes engagement of the young people with their health care; and to identify costs and necessary safeguards. METHODS: We conducted mixed-methods case studies of 20 NHS specialist clinical teams from across England and Wales and their practice providing care for 13 different long-term physical or mental health conditions. We observed 79 clinical team members and interviewed 165 young people aged 16-24 years with a long-term health condition recruited via case study clinical teams, 173 clinical team members, and 16 information governance specialists from study NHS Trusts. We conducted a thematic analysis of how digital communication works, and analyzed ethics, safety and governance, and annual direct costs. RESULTS: Young people and their clinical teams variously used mobile phone calls, text messages, email, and voice over Internet protocol. Length of clinician use of digital communication varied from 1 to 13 years in 17 case studies, and was being considered in 3. Digital communication enables timely access for young people to the right clinician at the time when it can make a difference to how they manage their health condition. This is valued as an addition to traditional clinic appointments and can engage those otherwise disengaged, particularly at times of change for young people. It can enhance patient autonomy, empowerment and activation. It challenges the nature and boundaries of therapeutic relationships but can improve trust. The clinical teams studied had not themselves formally evaluated the impact of their intervention. Staff time is the main cost driver, but offsetting savings are likely elsewhere in the health service. Risks include increased dependence on clinicians, inadvertent disclosure of confidential information, and communication failures, which are mostly mitigated by young people and clinicians using common-sense approaches. CONCLUSIONS: As NHS policy prompts more widespread use of digital communication to improve the health care experience, our findings suggest that benefit is most likely, and harms are mitigated, when digital communication is used with patients who already have a relationship of trust with the clinical team, and where there is identifiable need for patients to have flexible access, such as when transitioning between services, treatments, or lived context. Clinical teams need a proactive approach to ethics, governance, and patient safety.


Asunto(s)
Comunicación , Servicios de Salud , Internet , Telemedicina , Adolescente , Adulto , Atención a la Salud , Humanos , Adulto Joven
19.
Artículo en Alemán | MEDLINE | ID: mdl-38995370

RESUMEN

BACKGROUND: Analyses of patient evaluations and barriers to the implementation of teledermatology procedures are still rare. The aim of this study was to determine whether administrative processes have an influence on the patient evaluation of telephone and video consultations. METHODS: With the help of a patient survey, assessments of the processes and organisation surrounding the outpatient appointment were asked. These were then compared to the assessment of whether the telephone or video consultation is an alternative to on-site consultation. RESULTS: In all, 1538 patients took part in the survey. Significant correlations were found between the evaluation of the telephone or video consultation and the distance between the place of residence and the outpatient clinic, whether the patient had already been seen several times or for the first time, as well as the evaluation of the waiting time for the appointment, the organisation before the appointment and the waiting time in the outpatient clinic. CONCLUSIONS: The study shows that even after the Coronavirus pandemic, telephone and video consultations remain an important tool for patients to contact their physician. However, patients' perceptions of the processes around the outpatient appointment have an influence on their willingness to participate in a digital consultation.

20.
Stud Health Technol Inform ; 316: 1547-1548, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39176501

RESUMEN

The increasing percentage of elderly in our society is challenging the health care system. To meet the challenge, we have implemented an experience-based master's programme in digital health care. The 3-yrs 90 ECTS programme consists of physical sessions of three days duration and weekly 2-3-hour digital lectures and bi-weekly supervisions. A main goal of the program has been to involve the students in relevant local and regional health problems as well as inviting health care personnel to participate in the planning of the study program, present relevant health problems and challenges and follow our open digital health workshops. In this way we have managed to create a stimulating learning environment for both students on further education and local and regional health care personnel.


Asunto(s)
Curriculum , Humanos , Salud Digital
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