Abstract
Understanding how frequently people experience different kinds of daily stressors is crucial for interpreting stress exposure and informing mental health care. But it can't be directly estimated from current assessment methods, such as diaries, end-of-day interviews, and ecological momentary assessments (EMA), that use sparse sampling to limit participant burden, and a structured response format for uniformity. In this paper, we utilize stressor data collected in a 100-day field study with 68 participants that adopted wearable-triggered prompts and a freeform format to solicit stressors soon after they occurred, but limited its prompts to a small subset to keep the burden low. We develop asymptotic models to estimate the latent frequency of different kinds of real-life stressors that address sample sparsity and sampling bias. We find that people experience 5.39 stressors per day, on average. The top three are related to work (1.76/day), health (0.59/day), and transportation (0.55/day). These estimates offer a principled benchmark for interpreting individual stressor loads. They can also inform mental health care treatments and interventions by establishing population-level baselines.
| Original language | English (US) |
|---|---|
| Title of host publication | UbiComp Companion 2025 - Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing |
| Editors | Michael Beigl, Giulio Jacucci, Stephan Sigg, Yu Xiao, Jakob E. Bardram, Eirini Eleni Tsiropoulou, Chenren Xu |
| Publisher | Association for Computing Machinery, Inc |
| Pages | 1196-1201 |
| Number of pages | 6 |
| ISBN (Electronic) | 9798400714771 |
| DOIs | |
| State | Published - Dec 29 2025 |
| Event | 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025 - Espoo, Finland Duration: Oct 12 2025 → Oct 16 2025 |
Publication series
| Name | UbiComp Companion 2025 - Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing |
|---|
Conference
| Conference | 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025 |
|---|---|
| Country/Territory | Finland |
| City | Espoo |
| Period | 10/12/25 → 10/16/25 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
All Science Journal Classification (ASJC) codes
- Computer Networks and Communications
- Hardware and Architecture
- Human-Computer Interaction
- Information Systems
- Software
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