2.Application of HHT to driving fatigue in EEG analysis.
Jiaofen NAN ; Lingmei AI ; Jun SHEN
Journal of Biomedical Engineering 2011;28(4):653-657
Based on the fact that the signals of electroencephalogram (EEG) possess non-linear and non-stationary properties, Hilbert-Huang Transform (HHT) was proposed for the EEG analysis of driving fatigue. Firstly, C4-lead EEG was selected, and the data of normal driving state and fatigue driving state was analyzed by HHT to explore the differences. Then O2-lead EEG was chosen for contrastive analysis of differences between the different leads. It was found through the analysis that the EEG signals had different Hilbert marginal spectrums for different states, and there were also some differences at the same state for the two leads. It can be certain that HHT can well distinguish different states of drivers as a novel approach for driving fatigue detection, and the selected lead may affect detectable results to some extent.
Automobile Driving
;
psychology
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Electroencephalography
;
methods
;
Humans
;
Mental Fatigue
;
physiopathology
;
prevention & control
;
psychology
;
Signal Processing, Computer-Assisted
3.Study on Grey model of electroencephalogram and features of driving fatigue.
Mohan LI ; Zhaohui JIANG ; Huanqing FENG
Journal of Biomedical Engineering 2009;26(2):258-263
Grey system theory was applied in analysis of Electroencephalogram (EEG) to extract features of driving fatigue in this study. Model GM(1,1) was built for EEG collected during simulative driving experiments. At the same time, the data of steering wheel movements and subjective fatigue level were analyzed as reference. The results of experiments reveal that the co-deviation of Model GM(1,1) parameter a and b, cov(a,b), coincides with the standard deviation of steering wheel movements. This indicates that Grey system theory is effective for EEG analysis and the parameters of GM(1,1) can well reflect the change of driving fatigue.
Adult
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Automobile Driving
;
psychology
;
Computer Simulation
;
Electroencephalography
;
methods
;
Fatigue
;
physiopathology
;
Humans
;
Male
;
Models, Theoretical
4.The tendency of physiological and psychological change of the armored vehicle drivers working continuously in hot environment.
Xiang-Yang HAO ; Hong-Tao LIU ; Shao-Bo YANG ; Shu-Zhi FANG ; Qiang MA ; Xiao-Yu ZHAO ; Wei ZHANG ; Gao-Tian PAN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2004;22(4):257-260
OBJECTIVETo probe the tendency of physiological and psychological change of armored vehicle drivers working continuously in hot environment.
METHODSTen cross-designed standard subjects were divided into control group and driver group. The driver group worked continuously in 32 degrees C approximately 38 degrees C and RH 50% approximately 80% environment. Heart rate, body temperature, systolic blood pressure and pulse pressure were synchronously and dynamically determined during work. Psychological parameters such as profile of mood states (POMS) questionnaire, serial addition/subtraction (SAS) and two-digit search (TDS) selected from neurobehavioral evaluation system (NES) before and after work were also tested.
RESULTSThe curves of the four main physiological parameters rapidly synchro-rose to a peak at (36 +/- 3) min, whereafter the curves descended smoothly. At (144 +/- 8) min, the curves climbed up to the second peak. The determination of the behavioral psychology revealed that the degree of fatigue of the drivers increased gradually when the working time prolonged, and the grip descended by great extent, excitement reduced markedly after work, but the negative mood, such as confusion and depression were increased, error of visual apperceive-operation was increased, right decreased, intelligence reduced, rapidity and delicacy of movement reduced.
CONCLUSIONThe physiological parameters of armored vehicle drivers working continuously in the hot condition appeared double-peak effect, the 1st peak was at (36 +/- 3) min, and the body was in mobilizing stage. Whereafter, the body was in smooth stage. And at (144 +/- 8) min, when the 2nd peak appeared, the body then was in physiological tolerance limit stage.
Adaptation, Physiological ; Adult ; Affect ; Automobile Driving ; psychology ; Body Temperature ; Fatigue ; epidemiology ; etiology ; Heart Rate ; Hot Temperature ; Humans ; Male
5.Synthetic effect analysis of heart rate variability and blood pressure variability on driving mental fatigue.
Kun JIAO ; Zengyong LI ; Ming CHEN ; Chengtao WANG
Journal of Biomedical Engineering 2005;22(2):343-346
Driving mental fatigue is a substantial problem and threatens people's health and life. This investigation was made to evaluate the driving mental fatigue based on power spectral analysis of heart rate variability (HRV) and blood pressure variability (BPV) synthetically. Twenty health male subjects (28.8 +/- 4.3 years) were required to perform the simulated driving for 90 min. The frequency domain indices of HRV such as low frequency (0.04-0.15 Hz, LF), high frequency (0.15-0.4 Hz, HF), LF/HF together with the indices of hemodynamics such as blood pressure (BP) and heart rate (HR) of the subjects were calculated and anlyzed after the simulated driving. The results showed that sympathetic activity of the subjects enhanced after the simulated driving while parasympathetic activities decreased. The sympathovagal balance was also improved. Remarkable linear correlations were observed between all the corresponding indices of HRV and BPV (P<0.05). The findings suggested that the evaluation of autonomic activities by means of multi-variable synthetic effect analysis is scientific and objective.
Adult
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Automobile Driving
;
psychology
;
Autonomic Nervous System
;
physiology
;
Blood Pressure
;
physiology
;
Heart Rate
;
physiology
;
Humans
;
Male
;
Mental Fatigue
;
physiopathology
6.Traffic accidents associated with emotional stress after divorce.
Li-Juan CUI ; Xu-Fu YI ; Xiao-Gang CHEN
Journal of Forensic Medicine 2009;25(2):138-140
In recent years, the traffic accidents increased gradually, especially those caused by the drivers daily emotional abnormality and in which the drivers were liable. This article reviewed the traffic accidents caused by divorced driver's emotional abnormality, illustrated the features of those accidents from the gender, age, occupation and mileage of drivers. It was considered that the major cause of those accidents was excessive drinking due to drivers' emotional stress. Suggestions about preventing the traffic accidents caused by emotional abnormality were put forward so as to make the corresponding rules and finally decrease the emotional abnormality traffic accidents.
Accidents, Traffic/prevention & control*
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Alcohol Drinking/psychology*
;
Automobile Driving/psychology*
;
Divorce/psychology*
;
Female
;
Forensic Medicine
;
Humans
;
Male
;
Middle Aged
;
Stress, Psychological/psychology*
7.Workplace Violence Experienced by Substitute (Daeri) Drivers and Its Relationship to Depression in Korea.
Pil Kyun JUNG ; Jong Uk WON ; Jaehoon ROH ; June Hee LEE ; Hongdeok SEOK ; Wanhyung LEE ; Jin Ha YOON
Journal of Korean Medical Science 2015;30(12):1748-1753
Workplace violence is related to various health effects including mental illness such as anxiety or depression. In this study, the relationship between the experience of workplace violence and depression in substitute drivers in Korea, namely, daeri drivers, was investigated. To assess workplace violence, questions regarding types and frequency of the experience of violence over the past year were asked to the daeri drivers. In order to assess the risk of depression, the Center for Epidemiological Studies Depression Scale was used. Odds ratios with 95% confidence intervals of depression were estimated using multiple logistic regression analysis. All of the daeri drivers had experienced instance of verbal violence while driving and 66 of the drivers (34.1%) had been in such a situation more than once in the past quarter of a year. Sixty-eight daeri drivers (42.2%) had experienced certain type of physical violence over the past year. Compared to daeri drivers who had experienced workplace verbal violence less than 4 times and who had not experienced workplace physical violence over the past year, higher odds ratio was observed in daeri drivers who had experienced workplace verbal violence or physical violence, more than 4 times and more than one time respectively, after adjustment. Experience of verbal or physical type of workplace violence over the past year increased the risk of depression in the daeri drivers. Because violence against drivers can compromise the safety of the driver, the customer, and all the passengers, it is imperative that the safety and health of daeri drivers be highlighted.
Adult
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Aged
;
*Automobile Driving/psychology
;
Depression/epidemiology/*etiology
;
Driving Under the Influence/prevention & control/psychology
;
Humans
;
Male
;
Middle Aged
;
Occupational Health
;
Odds Ratio
;
Republic of Korea/epidemiology
;
Surveys and Questionnaires
;
*Workplace Violence
8.Human factors of drivers and traffic accidents.
Feng-zhi LI ; Chang-ji LI ; Cheng-lie ZHAN ; Yun-fang LONG ; Hui-min WANG ; Bao-jun SU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2004;22(2):112-114
OBJECTIVETo find out the relationship of traffic accidents with life events, driving stress, aggressive driving, etc.
METHODSA total of 905 automobile drivers were investigated with life events scale (LES), general driver stress questionnaire, driver behavior inventory and accidents experience, etc.
RESULTSThe scores of life events, driving stress, and aggressive driving in accident drivers (21.79 +/- 14.10, 23.81 +/- 11.86, 9.42 +/- 8.25 respectively) were higher than those in nonaccident drivers (16.82 +/- 8.45, 20.09 +/- 10.63, 5.66 +/- 7.54) (P < 0.01). The number of vehicle accidents was significantly correlated with the scores of LES, driving stress, driver's aggressive behavior, drowsy driving, weekly time of driving, drinking index (P < 0.05). A logistic analysis (Forward:LR) showed that the driving hour, drowsy driving, aggressive driving, and drinking index were closely related with traffic accidents (P < 0.01).
CONCLUSIONLife events, driving stress and aggressive driving of the drivers are important factors related to traffic accidents.
Accidents, Traffic ; Adult ; Aged ; Automobile Driving ; psychology ; China ; Female ; Humans ; Life Change Events ; Logistic Models ; Male ; Middle Aged ; Risk Factors ; Surveys and Questionnaires
9.A retrospective analysis of 97 drunk driving cases.
Xiang-Wei CHENG ; Yun CHU ; Xiong-Xin ZONG ; Zi-Wei WANG ; Jian-Xin CHU
Journal of Forensic Medicine 2013;29(2):122-124
OBJECTIVE:
Based on a retrospective analysis of the drunk driving cases, to explore the drunk drivers' personnel composition, occurrence time and psychology.
METHODS:
As a result of punishment of the drunk driving by criminal law for one year from May 1st, 2011 to April 30th, 2012, 91 drunk driving cases were statistically analyzed the easy-happening time of drunk driving, the drunk drivers' age, gender, occupational characteristics, domicile and psychological factors.
RESULTS:
In 97 drunk driving cases, 26-40 years old, non-local domiciled and non-professional male drivers were prone to drunk driving at night from 22:00 to 5:00.
CONCLUSION
The behavior of drunk driving is relevant to time, age, genders and occupation. The psychological characteristics of most drivers are fluky, making-life-easy, competitive and peacockish.
Accidents, Traffic/statistics & numerical data*
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Adolescent
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Adult
;
Age Distribution
;
Alcohol Drinking
;
Alcoholic Intoxication/psychology*
;
Automobile Driving/psychology*
;
China/epidemiology*
;
Female
;
Forensic Medicine
;
Humans
;
Male
;
Middle Aged
;
Risk Factors
;
Sex Distribution
;
Social Behavior
;
Time Factors
;
Young Adult
10.Development and Evaluation of a Small Group-based Cardiocerebrovascular Disease Prevention Education Program for Male Bus Drivers.
Eun Young KIM ; Seon Young HWANG
Journal of Korean Academy of Nursing 2012;42(3):322-332
PURPOSE: This study was conducted to examine effects of a small group-based cardiocerebrovascular disease (CVD) prevention education program on knowledge, stage of change and health behavior among male bus drivers with CVD risk factors. METHODS: A non-equivalent control group pretest-posttest design was used. Participants were 68 male bus drivers recruited from two urban bus companies. Participants from the two groups were selected by matching age, education and risk factors. Experimental group (n=34) received a small group-based CVD prevention education program 8 times over 6 weeks and 3 times through telephone interviews at 2-week intervals. Data were collected between December, 2010 and March, 2011, and were analyzed using chi-square test, t-test, and repeated measure analysis of variance with SPSS/Win18.0. RESULTS: Experimental group showed significantly higher scores in CVD prevention knowledge (p<.001) and health behavior (p<.001) at 6 and 12 weeks after intervention. Participants in pre-contemplation and contemplation stages made progress to contemplation and action. This was significantly better at 6 and 12 weeks after intervention (p<.001). CONCLUSION: Results suggest that small group-based education programs for CVD prevention are effective in increasing knowledge, stage of change, and health behavior to prevent CVD among male bus drivers with CVD risk.
Adaptation, Psychological
;
Adult
;
Aged
;
Alcohol Drinking
;
Automobile Driving/*psychology
;
Cardiovascular Diseases/*prevention & control
;
Dietary Fats
;
Exercise
;
Health Behavior
;
*Health Education
;
Health Knowledge, Attitudes, Practice
;
Humans
;
Interviews as Topic
;
Male
;
Middle Aged
;
Program Development
;
*Program Evaluation
;
Risk Factors
;
Smoking
;
Time Factors