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

Institutions

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

How Older Adults Communicate their Technology Problems: Challenges and Design Opportunities

Homaira Huda Shomee, Hasti Sharifi, Sourav Medya, Debaleena Chattopadhyay
2 citations
Technology Use by Older Adults
11.18
article

How Older Adults Communicate their Technology Problems: Challenges and Design Opportunities

Homaira Huda Shomee, Hasti Sharifi, Sourav Medya, Debaleena Chattopadhyay
article en
2 citations

Abstract

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.

University of Illinois Chicago (US)
Openalex Percentile: Top 2%
Technology Use by Older Adults
11.18
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.