Heart Rate Variability Analysis for Typing Tasks with Different Keyboard Features

Office works such as typing can be used as a stressor in mental stress experiments. With different settings of task condition variant levels of stress can be induced, and the consequent responses and changes in autonomic nervous system (ANS) can be monitored/measured with bio-signal data. Since typing is a common work in the scenarios of office situations, it is expected that one can incorporate stress-induction typing tests in daily works to realize a test in-the-wild approach for studies of mental health. The present paper introduces results of heart rate variability (HRV) analysis for experimental data acquired in tests of typing tasks with different keyboard features. In this study, the keyboard features are set with combinations of two pairs of key switches and three task levels, where the task levels are achieved with key swapping. In order to check rapid and abrupt changes of stress level, (ultra) short-term HRV analysis is considered with the evaluation windows shorter than 60 s. Results of the HRV analysis depict variations in HRV indices according to typing texts and the keyboard features as experimental condition. In addition, statistical investigation of these HRV indices is used to compare between the experimental conditions.

Authors

Institutions

Publication Details

Published
2024-10-26
DOI
https://doi.org/10.1109/cisp-bmei64163.2024.10906168
Primary Topic
Heart Rate Variability and Autonomic Control
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Heart Rate Variability Analysis for Typing Tasks with Different Keyboard Features

Masaya Ueda, Nan Bu
Heart Rate Variability and Autonomic Control
article

Heart Rate Variability Analysis for Typing Tasks with Different Keyboard Features

Masaya Ueda, Nan Bu
article en

Abstract

Office works such as typing can be used as a stressor in mental stress experiments. With different settings of task condition variant levels of stress can be induced, and the consequent responses and changes in autonomic nervous system (ANS) can be monitored/measured with bio-signal data. Since typing is a common work in the scenarios of office situations, it is expected that one can incorporate stress-induction typing tests in daily works to realize a test in-the-wild approach for studies of mental health. The present paper introduces results of heart rate variability (HRV) analysis for experimental data acquired in tests of typing tasks with different keyboard features. In this study, the keyboard features are set with combinations of two pairs of key switches and three task levels, where the task levels are achieved with key swapping. In order to check rapid and abrupt changes of stress level, (ultra) short-term HRV analysis is considered with the evaluation windows shorter than 60 s. Results of the HRV analysis depict variations in HRV indices according to typing texts and the keyboard features as experimental condition. In addition, statistical investigation of these HRV indices is used to compare between the experimental conditions.

National Institute of Technology, Kumamoto College (JP)
Openalex Percentile: Top 54%
Heart Rate Variability and Autonomic Control
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.

Heart Rate Variability Analysis for Typing Tasks with Different Keyboard Features — Masaya Ueda, Nan Bu · (2024) | TGRS Research Map | TGRS