Background Populations globally are ageing, resulting in higher incidence rates of chronic diseases. Digital health platforms, designed to support those with chronic conditions to self-manage at home, offer a promising solution to help people monitor their conditions and lifestyle, maintain good health, and reduce unscheduled clinical visits. However, despite high prevalence rates of multimorbidity or multiple chronic conditions, most platforms tend to focus on a single disease. A further challenge is that despite the importance of users actively engaging with such systems, little research has explored engagement. Objective The objectives of this study are to design and develop a digital health platform, ProACT, for facilitating older adults self-managing multimorbidity, with support from their care network, and evaluate end user engagement and experiences with this platform through a 12-month trial. Methods The ProACT digital health platform is presented in this paper. The platform was evaluated in a year-long proof-of-concept action research trial with 120 older persons with multimorbidity in Ireland and Belgium. Alongside the technology, participants had access to a clinical triage service responding to symptom alerts and a technical helpdesk. Interactions with the platform during the trial were logged to determine engagement. Semistructured interviews were conducted with participants and analyzed using inductive thematic analysis, whereas usability and user burden were examined using validated questionnaires. Results This paper presents the ProACT platform and its components, along with findings on engagement with the platform and its usability. Of the 120 participants who participated, 24 (20%) withdrew before the end of the study, whereas 3 (2.5%) died. The remaining 93 participants actively used the platform until the end of the trial, on average, taking 2 or 3 health readings daily over the course of the trial in Ireland and Belgium, respectively. The participants reported ProACT to be usable and of low burden. Findings from interviews revealed that participants experienced multiple benefits as a result of using ProACT, including improved self-management, health, and well-being and support from the triage service. For those who withdrew, barriers to engagement were poor health and frustration when technology, in particular sensing devices, did not work as expected. Conclusions This is the first study to present findings from a longitudinal study of older adults using digital health technology to self-manage multimorbidity. Our findings show that older adults sustained engagement with the technology and found it usable. Potential reasons for these results include a strong focus on user-centered design and engagement throughout the project lifecycle, resulting in a platform that meets user needs, as well as the integration of behavior change techniques and personal analytics into the platform. The provision of triage and technical support services alongside the platform during the trial were also important facilitators of engagement. International Registered Report Identifier (IRRID) RR2-10.2196/22125

Background Multimorbidity is defined as the presence of two or more chronic diseases and associated comorbidities. There is a need to improve best practices around the provision of well-coordinated, person-centered care for persons with multimorbidities. Present health systems across the European Union (EU) focus on supporting a single-disease framework of care; the primary challenge is to create a patient-centric, integrated care ecosystem to understand and manage multimorbidity. ProACT is a large-scale project funded by the European Commission under the Horizon 2020 programme, that involved the design, development, and evaluation of a digital health platform to improve and advance home-based integrated care, and supported self-management, for older adults (aged ≥65 years) living with multimorbidity. Objective This paper describes the trial implementation protocol of a proof-of-concept digital health platform (ProACT) in 2 EU member states (Ireland and Belgium) to support older persons with multimorbidities self-managing at home, supported by their care network (CN). Methods Research was conducted across 2 EU member states, Ireland and Belgium. A 12-month action research trial design, divided into 3 evaluation cycles and lasting 3 months each, with a reflective redesign and development phase of 1 month after cycles 1 and 2 was conducted. Participants were 120 (60/120, 50% in Ireland and 60/120, 50% in Belgium) older persons with multimorbidities diagnosed with two or more of the following chronic conditions: diabetes, chronic obstructive pulmonary disease, chronic heart failure, and cardiovascular diseases. With permission from persons with multimorbidities, members of their CN were invited to participate in the study. Persons with multimorbidities were provided with ProACT technologies (tablet, devices, or sensors) to support them in self-managing their conditions. CN members also received access to an app to remotely support their persons with multimorbidity. Qualitative and quantitative feedback and evaluation data from persons with multimorbidity and CN participants were collected across four time points: baseline (T1), at the end of each 3-month action research cycle (T2 and T3), and in a final posttrial interview (T4). Thematic analysis was used to analyze the qualitative interview data. Quantitative data were analyzed via platform use statistics (to assess engagement) and standardized questionnaires (using descriptive and inferential statistics). This study is approved by the ethics committees of Ireland and Belgium. Results The trial implementation phase for this 44-month (2016-2019) funded study was April 2018 to June 2019. The trial outcomes are at various stages of publication since 2021. Conclusions ProACT aims to co-design and develop a digital intervention with persons with multimorbidities and their CN, incorporating clinical guidelines with the state of the art in human-computer interaction, behavioral science, health psychology, and data analytic methods to deliver a digital health platform to advance self-management of multimorbidity at home, as part of a proactive, integrated model of supported person-centered care. International Registered Report Identifier (IRRID) RR1-10.2196/22125

BACKGROUND Self-management, a core activity for older adults living with multiple chronic conditions (multimorbidity), is challenging, requiring the person to engage in multiple tasks such as symptom monitoring, recognition of exacerbations, medication adherence and inter-stakeholder communication. A digital, integrated care approach is a critical part of the solution, however, there is a dearth of literature on this topic. Furthermore, there is little research on older adults’ acceptability, usage and experiences of engaging with digital health technologies, particularly over long periods of time. OBJECTIVE The objectives were to (1) co-design and develop a digital health platform, called ProACT, to facilitate older adults self-managing multimorbidity, with support from their care network (CN); (2) evaluate end user engagement and experiences with the platform through a 12-month trial. METHODS The ProACT digital health platfrom is presented. The platform was evaluated in a year-long proof-of-concept (PoC) action research trial with 120 older persons with multimorbidity (PwMs) in Ireland and Belgium. Alongside the technology, participants had access to a clinical triage service responding to symptom alerts, and a technical helpdesk. Interactions with the platform during the PoC trial were logged to determine engagement, semi-structured interviews were conducted with participants and analysed using inductive thematic analysis methods, while usability and user burden were examined using validated questionnaires. RESULTS This article presents the ProACT platform and its components, along with findings on engagement with the platform and its usability. Of the 120 participants who took part, 24 withdrew before the end of the study while three passed away. The remaining 93 participants actively used the platform until the end of the trial, on average taking two or three health readings daily over the course of the trial, in Ireland and Belgium respectively. Participants reported ProACT to be usable and of low burden. Findings from interviews outline that participants experienced multiple benefits as a result of using ProACT, including improved self-management, improved health and wellbeing and support from the triage service. For those who withdrew, barriers to engagement were poor health and frustration when technology didn’t work as expected. CONCLUSIONS This is the first study to present findings from a longitudinal study of older adults using digital health technology to self-manage multiple chronic conditions. Our findings show that older adults sustained engagement with the technology and found it usable. Potential reasons for this include a strong focus on user-centred design and engagement throughout the project lifecycle, resulting in a platform that met user needs, as well as the integration of behavior change techniques and personal analytics into the platform. The provision of triage and technical support services alongside the platform during the trial were also important facilitators of engagement. INTERNATIONAL REGISTERED REPORT RR2-10.2196/preprints.22125

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Decisions support systems (DSS) are used more and more to offer right information at the right time. Serendipity has been pro- posed to ensure that the experience is broad and engaging. However, only designing for serendipity might not be enough to avoid historical discrimination affecting your DSS. For this reason we argue to include equity when designing for serendipity.