JournalAIde: Empowering Older Adults in Digital Journal Writing

Digital journaling offers a means for older adults to express themselves, document their lives, and engage in self-reflection, contributing to the maintenance of cognitive function and social connectivity. Although previous works have investigated the motivations and benefits of digital journaling for older adults, little technical support has been designed to offer assistance. We conducted a formative study with older adults and uncovered their encountered challenges and preferences for technical support. Informed by the findings, we designed a Large Language Model (LLM) empowered tool, JournalAIde, which provides vicarious experience, idea organization, sample text generation, and visual editing cues to enhance older adults' confidence, writing ability, and sustained attention during digital journaling. Through a between-subjects study and a field deployment, we demonstrated the JournalAIde's significant effectiveness compared to a baseline system in empowering older adults in digital journaling. We further investigated older adults' experiences and perceptions of LLM writing assistance.

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Publication Details

Published
2025-04-24
DOI
https://doi.org/10.1145/3706598.3713339
Primary Topic
Technology Use by Older Adults
Type
article
Field-Weighted Citation Impact
0.00
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article

JournalAIde: Empowering Older Adults in Digital Journal Writing

Xiaoying Wei, Xiaojuan Ma, Weiyue Lin, Mingming Fan et al.
Technology Use by Older Adults
article

JournalAIde: Empowering Older Adults in Digital Journal Writing

Xiaoying Wei, Xiaojuan Ma, Weiyue Lin, Mingming Fan, Shixu Zhou, Zuyu Xu, Raoyi Huang
article en

Abstract

Digital journaling offers a means for older adults to express themselves, document their lives, and engage in self-reflection, contributing to the maintenance of cognitive function and social connectivity. Although previous works have investigated the motivations and benefits of digital journaling for older adults, little technical support has been designed to offer assistance. We conducted a formative study with older adults and uncovered their encountered challenges and preferences for technical support. Informed by the findings, we designed a Large Language Model (LLM) empowered tool, JournalAIde, which provides vicarious experience, idea organization, sample text generation, and visual editing cues to enhance older adults' confidence, writing ability, and sustained attention during digital journaling. Through a between-subjects study and a field deployment, we demonstrated the JournalAIde's significant effectiveness compared to a baseline system in empowering older adults in digital journaling. We further investigated older adults' experiences and perceptions of LLM writing assistance.

Hong Kong University of Science and Technology (HK), Carnegie Mellon University (US), University of Hong Kong (HK)
Quality Education
Openalex Percentile: Top 86%
Technology Use by Older Adults
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