How Older Adults Communicate their Technology Problems: Challenges and Design Opportunities
When seeking technology support, the first step is effectively communicating the problem-whether to a person, such as a customer service representative or family member, or a computer program, like a search engine or chatbot.Older adults often face challenges in this process, which can delay or complicate finding accurate solutions.Through a diary study of English-speaking, communitydwelling older adults (n = 27, 57 entries), we identify four common articulation issues: verbosity (excessive detail), incompleteness (missing context), over-specification (unnecessary constraints), and under-specification (vagueness).To address these challenges, we examine how foundation models can paraphrase older adults' technology queries to improve solution accuracy.Using a few-shot prompt chaining approach with GPT-4o, we find that AI-assisted paraphrasing significantly improves accuracy: 69% of responses were correct with paraphrased queries vs. 46% with original phrasing.Even in simple Google searches, paraphrased queries yielded 69% accuracy vs. 35% with original queries.
Authors
- Homaira Huda Shomee
- Hasti Sharifi (ORCID: https://orcid.org/0000-0003-4324-4745)
- Sourav Medya (ORCID: https://orcid.org/0000-0003-0996-2807)
- Debaleena Chattopadhyay (ORCID: https://orcid.org/0000-0002-8197-9905)
Institutions
- University of Illinois Chicago (US)
Publication Details
- Published
- 2025-04-25
- DOI
- https://doi.org/10.1145/3706599.3719892
- Citations
- 2
- Primary Topic
- Technology Use by Older Adults
- Type
- article
- Field-Weighted Citation Impact
- 11.18