Virtual models of care for people with palliative care needs living in their own home: A systematic meta-review and narrative synthesis

Patient and family perspectives on rural palliative care models: A systematic review and meta-synthesis

BACKGROUND

Almost half the world's population lives in rural areas. How best to provide palliative care to rural populations is unclear. Privileging rural patient and family voices about their experiences of receiving care delivered via rural palliative care models is necessary.

AIM

To identify the key palliative care elements that rural patients with palliative care needs and their families perceive to be critical to receiving the care and support they need to live well.

DESIGN AND DATA SOURCES

A systematic review and meta-synthesis registered with Prospero (CRD42020154273). Three databases were searched in June 2024. Raw qualitative data were extracted and analysed using Thomas and Harden's three-stage thematic synthesis methodology. Findings reported according to the PRISMA statement.

RESULTS

Of the 10,834 identified papers, 11 met the inclusion criteria. Meta-synthesis of extracted, raw quotes (n = 209) revealed three major themes: (1) Honouring the patient's existing relationship with their General Practitioner (GP); (2) strategically timed access to specialist services, clinicians and equipment is critical; and (3) a need to feel safe, prepared and supported.

CONCLUSION

The strategic inclusion of specialists alongside primary care providers is integral to optimising rural palliative care models. General Practioners are central to these models, through being embedded in their communities and as the conduit to specialist palliative care services. Rural palliative care patients and families value responsive care, trajectory signposting, effective communication, 24/7 support and recognise the value of virtual health. Globally, positive public policy and funding is critical to ensuring access to GP-led, specialist-supported, rural palliative care models.

The effectiveness of out-of-hours palliative care telephone advice lines: A rapid systematic review

BACKGROUND

People with palliative care needs and their carers often rely on out-of-hours services to remain at home. Policymakers have recommended implementing telephone advice lines to ensure 24/7 access to support. However, the impact of these services on patient and carer outcomes, as well as the health care system, remains poorly understood.

AIM

To evaluate the clinical- and cost-effectiveness of out-of-hours palliative care telephone advice lines, and to identify service characteristics associated with effectiveness.

DESIGN

Rapid systematic review (PROSPERO ID: CRD42023400370) with narrative synthesis.

DATA SOURCES

Three databases (Medline, EMBASE and CINAHL) were searched in February 2023 for studies of any design reporting on telephone advice lines with at least partial out-of-hours availability. Study quality was assessed using the Mixed Methods Appraisal Tool, and quantitative and qualitative data were synthesised narratively.

RESULTS

Twenty-one studies, published 2000-2022, were included. Most studies were observational, none were experimental. While some evidence suggested that telephone advice lines offer guidance and reassurance, supporting care at home and potentially reducing avoidable emergency care use in the last months of life, variability in reporting and poor methodological quality across studies limit our understanding of patient/carer and health care system outcomes.

CONCLUSION

Despite their increasing use, evidence for the clinical- and cost-effectiveness of palliative care telephone advice lines remains limited, primarily due to the lack of robust comparative studies. There is a need for more rigorous evaluations incorporating experimental or quasi-experimental methods and longer follow-up, and standardised reporting of telephone advice line models and outcomes, to guide policy and practice.

Healthcare personnel's perspectives on health technology in home-based pediatric palliative care: a qualitative study

BACKGROUND

In the context of pediatric palliative care, where the quality of life of children with life-limiting or life-threatening conditions is of utmost importance, the integration of health technology must support the provision of care. Research has highlighted the role of healthcare personnel when utilizing health technology in home-based pediatric palliative care, but specific knowledge of healthcare personnel's views on the technological relevance remains limited. Therefore, our study has explored potentials and limitations of health technology in home-based pediatric palliative care from the perspectives of healthcare personnel.

METHODS

Our study utilized a qualitative, descriptive, and exploratory design, including five focus groups with a total of 22 healthcare personnel. The participants were selected from various health regions in Norway and were experienced in providing home-based pediatric palliative care. Using reflexive thematic analysis, we interpreted data obtained from focus groups, identified patterns, and developed themes.

RESULTS

The analysis resulted in the development of three intersecting themes: balancing in-person interaction and time in home-based pediatric palliative care; exchange of information can improve timely and appropriate care; and the power of visual documentation in pediatric palliative care. The healthcare personnel acknowledged difficulties in fully replacing in-person interaction with health technology. However, they also emphasized potentials of health technology to facilitate information sharing and the ability to access a child's health record within interdisciplinary teams.

CONCLUSION

The results underscored that technology can support pediatric palliative care but must be thoughtfully integrated to ensure an individualized patient-centered approach. To maximize the benefits of health technology in enhancing home-based pediatric palliative care, future research should address the limitations of current health technology and consider the opinions for information sharing between relevant healthcare team members, the child, and their family.

A mixed-methods systematic review investigating the use of digital health interventions to provide palliative and end-of-life care for patients in low- and middle-income countries

Background

The need for palliative care is rising globally with 76% of those who are in need living in low- and middle-income countries (LMICs). Digital health interventions (DHIs) have been identified as a means of making palliative care more widely accessible. This review summarizes the range and characteristics of DHIs used to deliver palliative care in LMICs and sought to identify factors that influence their implementation and utilization.

Objectives

This review aims to summarize the range and characteristics of DHIs used to deliver palliative care in LMICs and identify factors that influence their implementation and utilization.

Design

Mixed-method systematic review incorporating both quantitative and qualitative data.

Data sources and methods

All studies focusing on DHIs for patients who need palliative care (adults/children) and their caregivers (patient and caregiver centred) in LMICs and published in English were identified through a systematic search of MEDLINE, EMBASE, PsycINFO and CINAHL databases. Data synthesis and analysis were carried out following the convergent integrated approach based on the Joanna Briggs Institute (JBI) methodology for mixed-methods systematic reviews.

Results

Fifteen studies were included (three qualitative, four mixed-methods and eight quantitative studies). Telemedicine/mHealth was the most reported DHI utilized in LMICs in delivering palliative care. Patients and caregivers benefited from using DHIs in many ways including increased access to care with reduced discomfort, travel time and risk of health care-associated infections. Health care providers also reported that using DHI such as telemedicine enables them to provide care in a more effective and efficient way. Four factors were identified as the main barriers to implementation: resource constraints; literacy, training and skills; governance, operational and communication issues and technical issues.

Conclusion

DHIs, such as telemedicine, have the potential to enhance accessibility to palliative care in LMICs, particularly in rural areas. Comprehensive strategies for their use are required to address the identified barriers.

Perceptions and needs of an outpatient palliative care team regarding digital care conferences in palliative care: a mixed-method online survey

BACKGROUND

Telemedicine in palliative care (PC) is increasingly being used, especially in outpatient settings with large geographic distances. Its proven benefits include improved communication, coordination quality and time savings. However, the effect on symptom control is less evident. Whether these benefits apply to the Swiss setting and the needs of healthcare professionals (HCPs) is unknown.

OBJECTIVES

To identify the perceptions and needs of healthcare professionals (nurses and physicians) regarding telemedicine (generally and specifically for care conferences) in a Swiss outpatient palliative care network.

METHODS

We conducted a cross-sectional, mixed-method online survey with purposefully sampled healthcare professionals from an outpatient palliative care team as baseline data during the planning phase of a quality improvement project (digital care conferences).

FINDINGS/RESULTS

Of the 251 HCPs approached, 66 responded, including nurses (n = 37) and physicians (n = 29), with an overall response rate of 26.6%. These were distributed into two groups: general palliative care HCPs (n = 48, return rate 21.3%) and specialised palliative care HCPs (n = 18, return rate 69.2%). Generally, telemedicine was perceived as useful. Potential easy access to other HCPs and hence improved communication and coordination were perceived as advantages. Barriers included a lack of acceptance and physical contact, unsolved questions about potential data breaches and technical obstacles. Regarding digital care conferences, the perceived acceptance and feasibility were good; preferred participants were the specialised palliative care HCPs (nurses and physicians), primary physicians and home care nurses, as well as the leadership of a nurse. The needs of the HCPs were as follows: (a) clear and efficient planning, (b) usability and security and (c) visual contact with the patient.

CONCLUSION

Digital care conferences are perceived as a feasible and useful tool by healthcare professionals in a local palliative care network in Switzerland. A pilot phase will be the next step towards systematic integration of this telemedicine modality into outpatient palliative care.

Patient and families' perspectives on telepalliative care: A systematic integrative review

BACKGROUND

Telepalliative care is increasingly used in palliative care, but has yet to be examined from a patient and family perspective. A synthesis of evidence may provide knowledge on how to plan and provide telepalliative care that caters specifically to patients and families' needs.

OBJECTIVE

To synthesise evidence on patients and families' perspectives on telepalliative care.

DESIGN

A systematic integrative review (PROSPERO #CRD42022301206) reported in accordance with PRISMA 2020 guidelines. Inclusion criteria; primary peer-reviewed studies published 2011-2022, patient and family perspective, >18 years, telepalliative care and English/Danish language. Quality was appraised using the mixed-methods appraisal tool, version 2020. Guided by Toronto and Remington, data were extracted, thematically analysed and synthesised.

DATA SOURCES

MEDLINE, EMBASE, PsycINFO and CINAHL were searched in March 2022 and updated in February 2023.

RESULTS

Forty-four studies were included. Analysis revealed five themes; the effect of the Covid-19 pandemic on telepalliative care, adding value for patients and families, synchronous and asynchronous telepalliative care, the integration of telepalliative care with other services and the tailoring and timing of telepalliative care.

CONCLUSION

Enhanced access to care and convenience, as attributes of telepalliative care, are highly valued. Patients and families have varying needs during the illness trajectory that may be addressed by early integration of telepalliative care based on models of care that are flexible and combine synchronous and asynchronous solutions. Further research should examine telepalliative care in a post-pandemic context, use of models of care and identify meaningful outcome measures from patient and family perspectives for evaluation of telepalliative care.

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.

Maintaining High-Touch in High-Tech Digital Health Monitoring and Multi-Omics Prognostication: Ethical, Equity, and Societal Considerations in Precision Health for Palliative Care

Advances in digital health, systems biology, environmental monitoring, and artificial intelligence (AI) continue to revolutionize health care, ushering a precision health future. More than disease treatment and prevention, precision health aims at maintaining good health throughout the lifespan. However, how can precision health impact care for people with a terminal or life-limiting condition? We examine here the ethical, equity, and societal/relational implications of two precision health modalities, (1) integrated systems biology/multi-omics analysis for disease prognostication and (2) digital health technologies for health status monitoring and communication. We focus on three main ethical and societal considerations: benefits and risks associated with integration of these modalities into the palliative care system; inclusion of underrepresented and marginalized groups in technology development and deployment; and the impact of high-tech modalities on palliative care's highly personalized and "high-touch" practice. We conclude with 10 recommendations for ensuring that precision health technologies, such as multi-omics prognostication and digital health monitoring, for palliative care are developed, tested, and implemented ethically, inclusively, and equitably.

A scoping review of mobile apps for use with palliative patients in the context of home care

CONTEXT

Progress in mobile technology, especially the use of applications for mobile devices, can support the process of monitoring patients in palliative care (therapeutics), controlling symptoms, or providing self-care guidelines for the user, namely patients or caregivers.

OBJECTIVES

To map the available knowledge regarding the use of applications for mobile devices to support adult patients in palliative care at home.

METHODS

Literature review, based on the Joanna Briggs Institute model(s) for Scoping Review. All articles published until October 27, 2022, were identified in the electronic databases MEDLINE®, CINAHL®, Psychology and Behavioral Sciences Collection, Cochrane Library, and Scopus using the respective Boolean logical operators and key terms.

RESULTS

A total of 634 articles were identified, and a final 24 studies were included. Eleven mobile device applications were identified, demonstrating different aspects of design, use, and technological development. These have incorporated the most recent technology in their functionalities.

CONCLUSION

Mobile applications can be considered a viable and effective means of monitoring patients in palliative care. However, these applications must go beyond the academic scenario in which they were developed and move toward widespread use in practice, allowing the evaluation of the impact of this "new" intervention modality to understand their effectiveness and the application of best practices.

Telehealth palliative care interventions for patients with advanced cancer: a scoping review

PURPOSE

Telehealth allows patients to maintain contact with healthcare providers without necessitating travel, and is becoming increasingly utilized. The purpose of this study is to describe the components of telehealth palliative care interventions for patients with advanced cancer before the COVID-19 pandemic; identify any intervention components associated with improvements in outcomes; and evaluate reporting of interventions.

METHODS

This scoping review was registered on the Open Science Framework. We searched 5 medical databases from inception to June 19, 2020. Inclusion criteria were: age ≥ 18, advanced cancer, asynchronous or synchronous telehealth intervention, and specialized palliative care interventions in any setting. We assessed the quality of intervention reporting using the Template for Intervention Description and Replication (TIDieR) checklist.

RESULTS

Twenty-three studies met the inclusion criteria: 15 (65%) quantitative (7 randomized controlled trials, 5 feasibility trials, 3 retrospective chart reviews); 4 (17%) mixed methods, and 4 (17%) qualitative. Most quantitative and mixed methods studies were conducted in North America (12/19, 63%), reported on hybrid (in-person and telehealth) interventions (9/19, 47%), and were delivered by nurses (12/19, 63%) in the home setting (14/19, 74%). In most studies that reported improvements in patient- or caregiver-reported outcomes, the content was psychoeducational and resulted in improvements for psychological symptoms. No study provided complete reporting on all 12 TIDieR checklist items.

CONCLUSION

Telehealth studies are needed that reflect palliative care's mission to provide multidisciplinary team-based care that improves quality of life in diverse settings, and that provide detailed reporting of interventions.

Wearable-Triggered Ecological Momentary Assessments Are Feasible in People With Advanced Cancer and Their Family Caregivers: Feasibility Study from an Outpatient Palliative Care Clinic at a Cancer Center

Background: Emerging digital health approaches could play a role in better personalized palliative care. Aim: We conducted a feasibility study testing wearable sensor (WS)-triggered ecological momentary assessments (EMAs) and electronic patient-reported outcomes in community palliative care with patient-caregiver dyads. Design: All wore consumer-grade WS for five weeks. Sensor-detected "stress" (heart rate variability algorithm) that passed individualized thresholds triggered a short smartphone survey. Daily sleep surveys, weekly symptom surveys (Integrated Palliative care Outcome Scale), and a poststudy experience survey were conducted. Setting/Participants: Fifteen dyads (n = 30) were recruited from an outpatient palliative care clinic for people with cancer. Results: Daytime sensor wear-time had 73% adherence. Participants perceived value in this support. Quantity and severity of "stress" events were higher in patients. Sleep disturbance was similar but for different reasons: patients (physical symptoms) and caregivers (worrying about the patient). Conclusions: EMAs are feasible and valued in community palliative care.

Advantages and Challenges of Using Telehealth for Home-Based Palliative Care: Systematic Mixed Studies Review

BACKGROUND

Owing to the increasing number of people with palliative care needs and the current shortage of health care professionals (HCPs), providing quality palliative care has become challenging. Telehealth could enable patients to spend as much time as possible at home. However, no previous systematic mixed studies reviews have synthesized evidence on patients' experiences of the advantages and challenges of telehealth in home-based palliative care.

OBJECTIVE

In this systematic mixed studies review, we aimed to critically appraise and synthesize the findings from studies that investigated patients' use of telehealth in home-based palliative care, focusing on the advantages and challenges experienced by patients.

METHODS

This is a systematic mixed studies review with a convergent design. The review is reported according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) statement. A systematic search was performed in the following databases: Allied and Complementary Medicine Database, CINAHL, Cochrane Central Register of Controlled Trials, Embase, Latin American and Caribbean Health Sciences Literature, MEDLINE, PsycInfo, and Web of Science. The inclusion criteria were as follows: studies using quantitative, qualitative, or mixed methods; studies that investigated the experience of using telehealth with follow-up from HCPs of home-based patients aged ≥18; studies published between January 2010 and June 2022; and studies published in Norwegian, Danish, Swedish, English, Portuguese, or Spanish in peer-reviewed journals. Five pairs of authors independently assessed eligibility of the studies, appraised methodological quality, and extracted data. The data were synthesized using thematic synthesis.

RESULTS

This systematic mixed studies review included 41 reports from 40 studies. The following 4 analytical themes were synthesized: potential for a support system and self-governance at home; visibility supports interpersonal relationships and a joint understanding of care needs; optimized information flow facilitates tailoring of remote caring practices; and technology, relationships, and complexity as perpetual obstacles in telehealth.

CONCLUSIONS

The advantages of telehealth were that patients experience a potential support system that could enable them to remain at home, and the visual features of telehealth enable them to build interpersonal relationships with HCPs over time. Self-reporting provides HCPs with information about symptoms and circumstances that facilitates tailoring care to specific patients. Challenges with the use of telehealth were related to barriers to technology use and inflexible reporting of complex and fluctuating symptoms and circumstances using electronic questionnaires. Few studies have included the self-reporting of existential or spiritual concerns, emotions, and well-being. Some patients perceived telehealth as intrusive and a threat to their privacy at home. To optimize the advantages and minimize the challenges with the use of telehealth in home-based palliative care, future research should include users in the design and development process.

Out-of-hours community palliative care: a national survey of hospice providers

BACKGROUND

Community-based palliative out-of-hours services operate outside normal working hours. However, little is known about the provision and delivery of such care.

AIM

The aim of this study was to describe types of provision and delivery of out-of-hours palliative care services provided by UK hospices.

METHODS

Survey questionnaires were emailed to 150 adult hospices in the UK. Quantitative data were analysed using SPSS and qualitative data subjected to thematic analysis.

FINDINGS

Responding hospices (n=57) provided the following types of support: telephone advice 72% (n=41); care at home 70% (n=40); and rapid response 35% (n=20). There were variations between services regarding referral mechanisms, availability and workforce, and integration with statutory services was limited.

CONCLUSION

Variation in the type of provision and delivery of out-of-hours palliative care services alongside limited integration with statutory care have contributed to inequity of access to community-based palliative care, and potentially suboptimal patient and informal caregiver outcomes.

Triboelectric and Piezoelectric Nanogenerators for Self-Powered Healthcare Monitoring Devices: Operating Principles, Challenges, and Perspectives

The internet of medical things (IoMT) is used for the acquisition, processing, transmission, and storage of medical data of patients. The medical information of each patient can be monitored by hospitals, family members, or medical centers, providing real-time data on the health condition of patients. However, the IoMT requires monitoring healthcare devices with features such as being lightweight, having a long lifetime, wearability, flexibility, safe behavior, and a stable electrical performance. For the continuous monitoring of the medical signals of patients, these devices need energy sources with a long lifetime and stable response. For this challenge, conventional batteries have disadvantages due to their limited-service time, considerable weight, and toxic materials. A replacement alternative to conventional batteries can be achieved for piezoelectric and triboelectric nanogenerators. These nanogenerators can convert green energy from various environmental sources (e.g., biomechanical energy, wind, and mechanical vibrations) into electrical energy. Generally, these nanogenerators have simple transduction mechanisms, uncomplicated manufacturing processes, are lightweight, have a long lifetime, and provide high output electrical performance. Thus, the piezoelectric and triboelectric nanogenerators could power future medical devices that monitor and process vital signs of patients. Herein, we review the working principle, materials, fabrication processes, and signal processing components of piezoelectric and triboelectric nanogenerators with potential medical applications. In addition, we discuss the main components and output electrical performance of various nanogenerators applied to the medical sector. Finally, the challenges and perspectives of the design, materials and fabrication process, signal processing, and reliability of nanogenerators are included.

Virtual home-based palliative care during COVID-19: A qualitative exploration of the patient, caregiver, and healthcare provider experience

BACKGROUND

Due to the COVID-19 pandemic, many community palliative healthcare providers shifted from providing care in a patient's home to providing almost exclusively virtual palliative care, or a combination of in-person and virtual care. Research on virtual palliative care is thus needed to provide evidence-based recommendations aiming to enhance the delivery of palliative care during and beyond the pandemic.

AIM

To explore the experiences and perceptions of community palliative care providers, patients and caregivers who delivered or received virtual palliative care as a component of home-based palliative care during the COVID-19 pandemic.

DESIGN

Qualitative study using phone and video-based semi-structured interviews. Data were analyzed using thematic analysis.

SETTING/PARTICIPANTS

A total of 37 participants, including community palliative care patients/caregivers (n = 19) and healthcare providers (n = 18) recruited from sites in Ottawa and Toronto, Ontario, Canada.

RESULTS

Overall, participants preferred in-person palliative care compared to virtual care, but suggested virtual care could be a useful supplement to in-person care. The findings are presented in three main themes: (1) Impact of COVID-19 pandemic on community palliative care services; (2) Factors influencing transition from exclusively virtual model of care back to a blended model of care; and (3) Recommended uses and implementation of virtual palliative care.

CONCLUSIONS

Incorporating virtual palliative care into healthcare provider practice models (blended care models) may be the ideal model of care and standard practice moving forward beyond the COVID-19 pandemic, which has important implications toward organization and delivery of community palliative care services and funding of healthcare providers.

The use of telehealth in the provision of after-hours palliative care services in rural and remote Australia: A scoping review

Background

Accessing quality palliative care, especially at the end of life is vital in reducing physical and emotional distress and optimising quality of life. For people living in rural and remote Australia, telehealth services can be effective in providing access to after-hours palliative care.

Objective

To review and map the available evidence on the use of telehealth in providing after-hours palliative care services in rural and remote Australia.

Method

Scoping review using Arksey and O’Malley methodological framework. Findings are reported in accordance with the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR). Scopus, Web of Science, CINAHL Complete, Embase via Ovid, Emcare via Ovid, and Medline via Ovid databases were searched. Peer-reviewed studies and grey literature published in English from 2000 to May 2021 were included.

Results

Twelve studies were included in the review. Four main themes were identified: 1) Stakeholder perceptions of service; 2) benefits to services and users; 3) service challenges; and 4) recommendations for service improvement.

Conclusion

Telehealth can connect patients and families with healthcare professionals and enable patients to continue receiving care at home. However, challenges relating to patients, service, staff skills, and experience need to be overcome to ensure the success and sustainability of this service. Improved communication and care coordination, better access to patient records, and ongoing healthcare professional education are required.

Implications

Protocols, comprehensive policy documents and standardized operating procedures to guide healthcare professionals to provide after-hours palliative care is needed. Ongoing education and training for staff is crucial in managing patients’ symptoms. Existing service gaps need to be explored and alternative models of after-hours palliative care need to be tested.

Identification of Digital Health Priorities for Palliative Care Research: Modified Delphi Study

BACKGROUND

Developments in digital health have the potential to transform the delivery of health and social care to help citizens manage their health. Currently, there is a lack of consensus about digital health research priorities in palliative care and a lack of theories about how these technologies might improve care outcomes. Therefore, it is important for health care leaders to identify innovations to ensure that an increasingly frail population has appropriate access to palliative care services. Consequently, it is important to articulate research priorities as the first step in determining how finite resources should be allocated to a field saturated with rapidly developing innovation.

OBJECTIVE

The aim of this study is to identify research priority areas for digital health in palliative care.

METHODS

We selected digital health trends, most relevant to palliative care, from a list of emerging trends reported by a leading institute of quantitative futurists. We conducted 2 rounds of the Delphi questionnaire, followed by a consensus meeting and public engagement workshop to establish a final consensus on research priorities for digital technology in palliative care. We used the views of public representatives to gain their perspectives on the agreed priorities.

RESULTS

A total of 103 experts (representing 11 countries) participated in the first Delphi round. Of the 103 experts, 55 (53.3%) participated in the second round. The final consensus meetings were attended by 10.7% (11/103) of the experts. We identified 16 priority areas, which involved many applications of technologies, including care for patients and caregivers, self-management and reporting of diseases, education and training, communication, care coordination, and research methodology. We summarized the priority areas into eight topics: big data, mobile devices, telehealth and telemedicine, virtual reality, artificial intelligence, smart home, biotechnology, and digital legacy.

CONCLUSIONS

The priorities identified in this study represent a wide range of important emerging areas in the fields of digital health, personalized medicine, and data science. Human-centered design and robust governance systems should be considered in future research. It is important that the risks of using these technologies in palliative care are properly addressed to ensure that these tools are used meaningfully, wisely, and safely and do not cause unintentional harm.