Title :
Association of Heart Rates with Stress Response Inventory Scores in Different Age Groups
Author :
Jinho Kim ; Chan-Hyun Youn ; Jong-Min Woo ; Suntae Jung ; Desok Kim
Author_Institution :
Inf. & Commun. Univ., Daejeon
Abstract :
Many studies reported heart rate changes were associated with mental stress. Recently, a stress response inventory (SRI) questionnaire has been devised to score physical, mental, and emotional symptoms related to mental stress occurred during the past two weeks. However, SRI has too many items to be asked routinely in a mobile device such as a cellular phone. Furthermore, its individual scores may not contribute equally to estimating stress levels in different age groups. Therefore, we sought to identify mental stress factors in the SRI that were associated with heart rate changes in different age groups. Subjects aged from 20 to 69 (n=369) scored a simplified SRI and then heart rates were measured. Multiple linear regression analysis was performed to detect subsets of SRI items that showed significant relationships with heart rates (p-value <0.1). We expect that these age dependent models could be used in identifying the cause of heart rate changes in a mobile application.
Keywords :
biomedical measurement; cardiology; neurophysiology; psychology; regression analysis; age 20 yr to 69 yr; age groups; emotional symptoms; heart rate measurement; mental stress response inventory scores; mental symptoms; mobile application; multiple linear regression analysis; physical symptoms; Aging; Cellular phones; Heart rate; History; Hospitals; Human factors; Linear regression; Performance analysis; Psychology; Stress measurement; Adult; Aging; Diagnosis, Computer-Assisted; Electrocardiography; Female; Heart Rate; Humans; Male; Middle Aged; Personality Inventory; Reproducibility of Results; Sensitivity and Specificity; Statistics as Topic; Stress, Psychological;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353653