Simulating Participant Behavior in Experience Sampling Method Research

A Khanshan, P Van Gorp, P Markopoulos - Extended Abstracts of the …, 2023 - dl.acm.org
The Experience Sampling Method (ESM) is applied widely for collecting self-reports from
participants in free-living environments. Preserving high compliance in ESM remains …

The Experience Sampling Method and its Tools: A Review for Developers, Study Administrators, and Participants

T Gross, T Malzhacker - Proceedings of the ACM on Human-Computer …, 2023 - dl.acm.org
The Experience Sampling Method (ESM) is a popular research method found in many fields
to gather rich insights into participants' thoughts, emotions, and daily routines near the …

She is in a bad mood now: leveraging peers to increase data quantity via a chatbot-based ESM

YL Chang, YJ Chang, CY Shen - … of the 21st International Conference on …, 2019 - dl.acm.org
The experience sampling method (ESM) is widely used for collecting in situ experiences in
various domains. One known limitation, however, is its reliance on participants being …

ESMira: A decentralized open-source application for collecting experience sampling data

D Lewetz, S Stieger - Behavior Research Methods, 2023 - Springer
This paper introduces ESMira, a server and mobile app (Android, iOS) developed for
research projects using experience sampling method (ESM) designs. ESMira offers a very …

Using visualizations to increase compliance in experience sampling

G Hsieh, I Li, A Dey, J Forlizzi, SE Hudson - Proceedings of the 10th …, 2008 - dl.acm.org
Experience sampling method (or ESM) is a common data collection method to understand
user behavior and to evaluate ubiquitous computing technologies. However, ESM studies …

Evaluation of Code Generation for Simulating Participant Behavior in Experience Sampling Method by Iterative In-Context Learning of a Large Language Model

A Khanshan, P Van Gorp, P Markopoulos - Proceedings of the ACM on …, 2024 - dl.acm.org
The Experience Sampling Method (ESM) is commonly used to understand behaviors,
thoughts, and feelings in the wild by collecting self-reports. Sustaining sufficient response …

Overcoming compliance bias in self-report studies: A cross-study analysis

N van Berkel, J Goncalves, S Hosio… - International Journal of …, 2020 - Elsevier
A popular methodology used for in situ observations is the Experience Sampling Method
(ESM), in which participants intermittently answer short questionnaires. We analyse a set of …

Real-time Incentivizing Survey Completion with Game-based Rewards in Experience Sampling Research May Increase Data Quantity, but Reduces Data Quality

E Dejonckheere, S Verdonck, J Andries… - Computers in Human …, 2024 - Elsevier
Experience sampling methodology (ESM) requires participants to repeatedly rate various
psychological states in everyday life. This can be burdensome, leading to frequently skipped …

Experience sampling as information transmission: Perspective and implications

D Buschek, S Völkel, C Stachl, L Mecke… - Proceedings of the …, 2018 - dl.acm.org
We propose Information Transmission as a novel perspective on the mobile Experience
Sampling Method (ESM) to frame a research agenda with a sharpened focus on increasing …

Be Careful What You Wish For: Gamifying Survey Completion in Experience Sampling Research May Increase Data Quantity, but Reduces Data Quality

E Dejonckheere, S Verdonck, N Röhrig, M Piot… - 2023 - osf.io
Experience sampling methodology (ESM) requires participants to repeatedly rate various
psychological states in everyday life. This can be quite burdensome, leading to frequently …