English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Tools annual

Global: Zendy Free Plan

Global: Zendy Tools monthly

Global: Zendy Plus monthly

We present Welzijn.AI as new digital solution for monitoring (mental)well-being in elderly populations, and illustrate how development of systemslike Welzijn.AI can align with guidelines on responsible AI development. Threeevaluations with different stakeholders were designed to disclose newperspectives on the strengths, weaknesses, design characteristics, and valuerequirements of Welzijn.AI. Evaluations concerned expert panels and involvedpatient federations, general practitioners, researchers, and the elderlythemselves. Panels concerned interviews, a co-creation session, and feedback ona proof-of-concept implementation. Interview results were summarized in termsof Welzijn.AI's strengths, weaknesses, opportunities and threats. Theco-creation session ranked a variety of value requirements of Welzijn.AI withthe Hundred Dollar Method. User evaluation comprised analysing proportions of(dis)agreement on statements targeting Welzijn.AI's design characteristics, andranking desired social characteristics. Experts in the panel interviewsacknowledged Welzijn.AI's potential to combat loneliness and extract patternsfrom elderly behaviour. The proof-of-concept evaluation complemented the designcharacteristics most appealing to the elderly to potentially achieve this:empathetic and varying interactions. Stakeholders also link the technology tothe implementation context: it could help activate an individual's socialnetwork, but support should also be available to empower users. Yet,non-elderly and elderly experts also disclose challenges in properlyunderstanding the application; non-elderly experts also highlight issuesconcerning privacy. In sum, incorporating all stakeholder perspectives insystem development remains challenging. Still, our results benefit researchers,policy makers, and health professionals that aim to improve elderly care withtechnology.

Welzijn.AI: Developing Responsible Conversational AI for Elderly Care through Stakeholder Involvement