Integrating Human Mobility and Social Media for Adolescent Psychological Stress Detection

2016 ◽  
pp. 367-382 ◽  
Author(s):  
Li Jin ◽  
Yuanyuan Xue ◽  
Qi Li ◽  
Ling Feng
Keyword(s):  
Social Media ◽  
Psychological Stress ◽  
Human Mobility ◽  
Stress Detection

Psychological Stress Detection Using Electrodermal Activity

2017 ◽  
Author(s):  
A. S. Anusha ◽  
S. P. Preejith ◽  
Jayaraj Joseph
Keyword(s):  
Psychological Stress ◽  
Electrodermal Activity ◽  
Stress Detection

COVID-19: knowledge, awareness and perceived stress among Jordanian healthcare providers (Preprint)

2020 ◽  
Author(s):  
Emad Aborajooh ◽  
Mohammed Qussay Al-Sabbagh ◽  
Baraa Mafrachi ◽  
Muhammad Yassin ◽  
Rami Dwairi ◽  
...  
Keyword(s):  
Social Media ◽  
Psychological Stress ◽  
Health Care Providers ◽  
Best Practice ◽  
Healthcare Providers ◽  
Cross Sectional Study ◽  
Care Providers ◽  
Cross Sectional ◽  
Ordinal Logistic Regression Analysis ◽  
Source Of Information

UNSTRUCTURED We aimed to measure levels of knowledge, awareness, and stress about COVID-19 among health care providers (HCP) in Jordan. This was a cross-sectional study on 397 HCPs that utilized an internet-based questionnaire to evaluate knowledge about COVID-19, availability of personal protective equipment (PEE), future perception, and psychological distress. Ordinal logistic regression analysis was used to evaluate factors associated with knowledge and psychological stress. Overall, 24.4% and 21.2% of the participants showed excellent knowledge and poor knowledge, respectively. Social media (61.7%) was the most commonly used source of information. Being female (β= 0.521, 95% CI 0.049 to 0.992), physician (β=1.421, 95% CI 0.849 to 1.992), or using literature to gain knowledge (β= 1.161, 95% CI 0.657 to 1.664) were positive predictors of higher knowledge. While having higher stress (β= -0.854, 95% CI -1.488 to -0.221) and using social media (β= -0.434, 95% CI -0.865 to -0.003) or conventional media (β= -0.884, 95% CI -1.358 to -0.409) for information were negative predictors of knowledge levels. HCPs are advised to use the literature as a source of information about the virus, its transmission, and the best practice. PPEs should be secured for HCPs to the psychological stress associated with treating COVID-19 patients.

Leveraging ECG signals and social media for stress detection

2019 ◽  
pp. 1-18
Author(s):  
Zhuonan Feng ◽  
Ningyun Li ◽  
Ling Feng ◽  
Diyi Chen ◽  
Changhong Zhu
Keyword(s):  
Social Media ◽  
Stress Detection ◽  
Ecg Signals
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