Abstract
Background: Traffic noise is one of the main important sources in urban noise pollution, which causes various physiological and psychological effects that can cause disturbs in performance, sleep disturbances, hearing loss and impact on job performance. This study was conducted to verify the impact of road traffic noise on reaction time in terms of extraversion and sex.
Methods: Traffic noise was measured and recorded in 10 arterial streets in Tehran, and then the recorded noise was emitted towards participants in an acoustic room. The participants were 80 (40 cases and 40 controls) students. Personality type was determined by Eysenck Personality Inventory (EPI) questioner. Reaction time before and after exposure to traffic noise was measured.
Results: Reaction time before exposure to traffic noise did not differ (P=0.437) significantly between introverts and extraverts. However, it was increased significantly in both groups after exposure to traffic noise (P<0.01). Introvert’s reaction time was more increased than that of extraverts.
Conclusion: Traffic noise augmented reaction time of both males and females. This study also revealed that exposure to traffic noise leads to increase in reaction time.
Keywords: Traffic Noise, Reaction Time, Extraversion, Student
Introduction
Developing and developed countries are encountered to high road traffic noise level in urban environment. Road traffic noise level in many big cities is usually higher than those set by national noise standards and policy to protect public health and welfare in residential areas.1 Approximately 30% of the population in the European Union still is exposed to an average day-night traffic noise exceeding 55dB (A). Social cost of road traffic noise in European countries has been estimated 38 billion dollars annually.2
Traffic noise is considered as one of the important sources of noise pollution that adversely effects on human health and social welfare.3,4 Traffic noise causes various effects on physical and mental, daily activities and sleep disturbances, hearing loss, annoyance and may affect job performance.5 Noise can adversely affect work and mental performance parameters such as memory, attention, concentration and reaction time.6 Exposure to noise lead to a performance decrement, although some such findings are controversial.7
If road traffic noise effects on mental performance, has it any role in increment of reaction time of drivers as an important factor influencing on road traffic accidents? Human error is a significant cause in 57 percentage traffic accidents.7 More than 50 million people are injured and 1.2 million people are died in traffic accidents all over the world yearly.8 Human costs of road traffic accidents in the United States of America have been estimated $ 230 billion in 2000.9 Reaction time –one of a performance parameter of driver10 is a very important factor in driving because it will distinguish difference between safe driving and accident.11Some traffic accidents happen due to slow reaction of drivers, this is why drivers responded slowly to visual stimuli.12 There is a significant correlation between accidents and reaction time pattern. Time to respond varies greatly in different tasks and even in a special task varies greatly under different conditions. In fact, reaction time is a complicated behavior and is affected by a large number of variables.13 Components of reaction time include mental processing time and movement time. Mental processing time is elapsed time between stimulus perception and decision making for an appropriate response to the stimulus.13 It can be said, mental processing time takes 500 to 800 milliseconds.14 Movement time is elapsed time for execution the selected response that the respondent do muscle movement.13 Noise can cause undesirable effects like reducing the driver's concentration that cause traffic accident consequence.15Durić and Filipović found people who cause traffic accidents hadlonger reaction times.7David et al. studied the effect of cellular telephone conversation and music listening on response time in braking and found telephone conversation cause to increase reaction time.16Elmenhorst studied effects of recorded traffic noise on reaction time and found that the mean of reaction time in morning psychomotor consciousness task slowed significantly by 3.6 ms after exposure to recorded traffic noise.17
Noise characteristics, the type of tasks, and personality trait of exposed person- which are interrelated network of three group factors- probably decrease mental performance level in a noisy environment.18 Individual differences between participants who participated in different studies could partly change the results in noise research on mental performance.19 According to Broadbent’s arousal theory, among individual factors, the personality trait of intro/extroversion has been denoted as relevant for the effects of noise on mental performance.20The fact that introverts show higher basic level of arousability is well known and highly regarded.21 It seems that sex could influence the reaction time. Men are faster than women are across all age levels.22
Concerning the importance of the probably effect of reaction time on road traffic accidents regarding to different personality types and sex, this research was conducted. The main purpose of this study was to answer the question whether reaction time is increased when exposure to traffic noise.
Materials and Methods
In this experimental study, participants were exposed to road traffic noise with level of 72.9 dBA recorded and measured at ninety points in a central parts (that have often heavy traffic) of Tehran, Iran in 2012. Noise was measured according to the CRTN method.23 The equivalent noise level was measured (each measurement took 5 min) at any point 4 times during a day, 2 times in the morning rush hours (8-10 am) and 2 times in the evening rush hours (6-8 pm). Points of noise measurements were selected in distance of 2 meters from the edge of streets, at a height of 1.5 meter from the ground using B&K 2238 Sound level Meter.23 Field calibration of sound level meter had been conducted with a B&K 4231 acoustic calibrator at reference pressure level of 94dB at 1 kHz before starting to measurement. Noise was measured at A– frequency weighting and fast time weighting. During the traffic noise measurement, the traffic noise was recorded by a high quality voice recorder using voice recorder Sony ICD MX20.
In order to study the effects of traffic noise on reaction time in different personality types (introvert and extrovert), this study was conducted on 80 students [40 cases (20 introverts, 20 extraverts), 40 controls (20 introverts, 20 extraverts)] from the School of Public Health of Iran University of Medical Sciences. In the present study Control group was used for omitting any disorder factors (such as fatigue, mood of participants) which could influence the results of the study. Participant recruitment procedure was as follows: At first, an announcement was made on the news boards of the School of Public Health and the volunteer students were required to appear at the test hall. In this manner, 265 volunteers were recruited. Then intro/extraversion as personality trait factors was measured by Eysenck’s Personality Inventory (EPI) (57 items).24 Forty extraverts and forty introverts were randomly selected. Then, the participants were randomly assigned to either the case or the control group. The first detailed explanation of the experiment’s purpose was offered to the participants; possible risks due to the experiment were explained.
Ethical Issues
Participants after accepting to cooperation in the study, for each of them about the process of study, duration of traffic noise exposure, complementary questionnaire was explained and the confidentiality of results was assured. Participants were clear learning about the study. Then all participants were required to sign a consent form. The research protocol of the study was approved by the Iran University of Medical Sciences Ethical Committee.
Recorded traffic noise of the street was emitted in an acoustic room for participants and they were asked to perform Reaction Time (RT) test before and after exposure to traffic noise. Before starting, the test participants were taught to learn how to perform the tests. Reaction time was measured by RT test from Vienna Test System.25 Test form S5 was used in this study. This test form assess reaction time (split into reaction and motor time) in response to simple and complex visual or acoustic signals. Reliabilities (Cronbach's alpha) in the norm sample vary between r=0.83 and r=0.98 for reaction time and between r=0.84 and r=0.95 for motor time.25 In this test from a sequence of yellow and red lights, a tone and combinations of these stimuli is presented. The mechanical response movement consists either of two visual stimuli (yellow and red lights) or a visual and an acoustic stimulus (yellow light and tone at 2000 Hz). The respondents are instructed to respond less than 2 seconds otherwise the alternative signals are appeared. Incorrect reactions are therefore possible. A minimum of 12 practice stimuli are presented. In the test phase 48 stimuli were presented; of which 16 required a reaction. In this study, the time from the presentation stimuli on the monitor to taking index finger from golden button was considered as movement time. In addition, the time from taking index finger on golden button to putting on black button was defined as movement time.
At first stage the participants (case and control groups) were asked to do the above mentioned RT test in the acoustic room in quiet condition (with background noise of 32.9 dBA) equipped with universal panel of Vienna test system (Figure 1). In order to reduce recalling effect, RT test under noisy condition was performed after one month (stage 2). In this stage case group participants were exposed to traffic noise levels with 72.9 dBA -that was equal to the average of sound pressure level in the main streets of Tehran- for duration of two hours and then they did the RT test. In this stage, control group participants had been sat in acoustic room for two hours without noise and then they did RT test. To control the participant noise exposure pattern a noise analysis measurement was also performed during the test (Table 1).
Fig. 1.
Schematics of participant in acoustic room performing RT test
Table 1. Traffic noise spectrum emitted in the acoustic room .
Frequency(Hz) | 31.5 | 63 | 125 | 250 | 500 | 1000 | 2000 | 4000 | 8000 |
Equivalent noise level (dB A) | 67.6 | 50 | 73 | 67 | 66.5 | 63 | 54 | 50 | 40 |
The collected data were analyzed using the SPSS software (Chicago, IL, USA).
Results
The number of males and females of participants were 51(25 case, 26 control) and 29 (15 case, 14 control) respectively. The results of statistical analysis of reaction and movement time before exposure to traffic noise are shown in Table 2.
Table 2. Reaction time (RT) and movement time (MT) of all participants in quiet condition .
Groups | Items | Reaction time (ms) | Sig | Movement time (ms) | Sig | ||
Mean | SD | Mean | SD | ||||
Case | Introvert | 70.9 | 548 | 0.437 | 207.1 | 68 | 0.009 |
Extrovert | 80.6 | 568 | 159 | 33 | |||
Male | 35.7 | 558 | 0.828 | 98.63 | 169 | 0.048 | |
Female | 88.5 | 561 | 206.5 | 23 | |||
Control | Introvert | 559.6 | 156 | 0.663 | 200.8 | 50 | 0.001 |
Extrovert | 540 | 89 | 158.1 | 21 | |||
Male | 553.4 | 96 | 0.822 | 169.1 | 34 | 0.042 | |
Female | 542 | 20 | 198.6 | 54 |
The results revealed that reaction time before exposure to traffic noise does not (P=0.437) significant difference between introverts and extraverts, and between males and females (P=0.828) in case and control groups. Furthermore this study was shown significant difference in movement time between introverts and extraverts (P=0.009), and between males and females (P=0.048) on the other side. Reaction time after exposure to traffic noise did not have (P=0.554) significant difference between introverts and extraverts, and between males and females (P=0.706) in case and control groups. Furthermore, there was significant difference in movement time between introverts and extraverts (P=0.003), and between males and females (P=0.028) on the other side (Table 3).
Table 3. Reaction time (RT) and movement time (MT) of participants in stage 2 .
Groups | Items | Reaction time (ms) | P value | Movement time (ms) | P value | ||
Mean | SD | Mean | SD | ||||
Case | Introvert | 617 | 81 | 0.554 | 206.3 | 68 | 0.003 |
Extrovert | 607 | 91 | 150.2 | 34 | |||
Male | 605 | 71 | 0.706 | 161.4 | 67 | 0.028 | |
Female | 616 | 87 | 205.9 | 41 | |||
Control | Introvert | 590 | 104 | 0.172 | 203.7 | 53 | 0.002 |
Extrovert | 542 | 116 | 159.5 | 24 | |||
Male | 556 | 108 | 0.408 | 170.5 | 36 | 0.039 | |
Female | 588 | 145 | 202.3 | 57 |
Exposure to road traffic noise significantly increased reaction time in introverts, extroverts, and males and females, (P=0.001), (P=0.000), (P=0.001), (P=0.001) respectively for case group. While movement time difference between before and after exposure to traffic noise was not significant among introverts, extroverts, and males, females, (P=0.831), (P=0.212), (P=0.137), (P=0.774) respectively for both case and control groups.
The results of statistical analysis for reaction time and movement time before and after exposure to traffic noise for cases are shown in Table 4. It shows that reaction time has been increased after exposure to road traffic noise in introverts and extroverts and in males and females. For determination, if the level of increment of reaction time due to noise was equal in introverts and extroverts and in males and females more statistical analysis was performed (Table 5). Table 5 shows that the average reaction time differences before and after exposure to traffic noise was significant (P=0.006) in introverts and extroverts. In other words, noise cause to more increment of reaction time in introverts than extroverts’. But the average reaction time differences had no significant difference (P= 0.717) for males and females. The average movement time differences before and after exposure to traffic noise had no significant difference (P=0.43) in introverts and extroverts and in males and females (P=0.236).
Table 4. reaction time (RT) and movement time (MT) between stage 1 and stage 2 .
Groups | Items | RT | MT) |
Case | Introvert | 0.0001 | 0.831 |
Extrovert | 0.0001 | 0.212 | |
Male | 0.001 | 0.137 | |
Female | 0.001 | 0.774 | |
Control | Introvert | 0.275 | 0.211 |
Extrovert | 0.433 | 0.516 | |
Male | 0.169 | 0.504 | |
Female | 0.312 | 0.106 |
Table 5. The average reaction time and the average movement time differences before and after exposure to traffic noise .
Groups | Items | Different Mean RT(ms) | P value | Different Mean MT (ms) | P value | ||
Mean | SD | Mean | SD | ||||
Case | Introvert | 69.3 | 49 | 0.006 | 15.4 | 7 | 0.431 |
Extrovert | 25.1 | 33 | 16.6 | 4 | |||
Male | 44 | 54 | 0.717 | 16.4 | 5 | 0.263 | |
Female | 42.3 | 49 | 14 | 1 | |||
Control | Introvert | 3.8 | 8 | 0.479 | 8 | 7 | 0.164 |
Extrovert | 2.1 | 11 | 5 | 5 | |||
Male | 2.85 | 10 | 0.925 | 8 | 6 | 0.116 | |
Female | 2.5 | 8 | 10 | 12 |
Discussion
This study showed that exposure to road traffic noise tended to degrade performance through increment of reaction time. A human’s information processing center has limited capacity.26 Accordingly, noise as a stressor leads to in corresponding decrements in performance. Longer reaction time for both introverts and extroverts in noisy environment in compare to quiet condition was shown in this experiment. The results revealed that reaction time before exposure to traffic noise did not have significant difference for introverts and extroverts (Table 3) but after exposure to noise, mean reaction time was increased for the both groups (Table 4). On the other hand, increment level of reaction time in introverts was higher than extroverts’ after exposure to noise (Table 5). There was no significant difference in reaction time between introverts and extroverts27 that was in contrast to our results. Longer reaction time of introverts after exposure to noise may be explained by arousal theory. Arousability, which represents activity level of Central Nervous System (CNS), fluctuates between sleep and alertness28 and adjusts human response to stimulus.29 According to this theory, low and high arousal (or low and high level of stress) causes decrement of performance.30 Lack of difference in reaction time between extraverts and introverts before exposure to noise is likely related to the same arousability level of two groups. According to distraction arousal theory31 stressors (such as noise) affects performance through draw operator’s attention away from primary task or increase operator’s level of arousal. Introverts arousal level are higher than extroverts’. Eysenck believes introverts have more potential for arousal and their concentration can be more affected than extroverts.20 This study showed that introverts’ reaction time increases more than extroverts’ because introverts are more arousal. Tolerance preference noise levels differ in introverts and extroverts.32 Extroverts need to stimulate and seek it actively because of low levels of arousal and brain excitation, unlike introverts who avoid arousal because of their high level of brain arousal; hence introverts react more to sensory stimulation than extroverts.20
In the present study, road traffic noise at 72.9 dBA level was emitted to subjects and reduction of performance was seen. Although there are wide variation in the findings of investigation, most research on dB level indicate that impairment in performance can be observed after exposure to between 90 and 100 dB of noise.6
In this study, movement time as a perceptual motor performance indicator no differ between introverts and extraverts before and after exposing to noise. If we suppose that motor performance involves primarily muscular activity, it could be concluded that there was no difference between coordination of sensory process and motor activity of introverts and extroverts. In controversy to our study, Monteith found that there was no significant difference between reaction time on introverts and extroverts; whereas extraverts generate quicker movement times than introverts.33 Extroverts have faster motor responses with more frequency than introverts.34
In the present study, no significant difference was found between reaction time of males and females while the movement time was significantly different within them (Tables 2 and 3). Our finding is in harmony with those of David’s who found that reaction time showed no significant difference for males and females. Meanwhile, males have faster movement time than females.16 Males have faster reaction times than that of females. This contradictory result happened because reaction time and movement time were measured as one variable.35 The study also showed that the average differences movement time between before and after exposure to traffic noise had no significant difference for introverts and extroverts.
One of the limitations of this study was the unwillingness of the participants for exposure to traffic noise. Other limitations were small changes in some frequencies traffic noise distribution in the acoustic room. Using sound pressure levels of traffic noise, different age range to determine the reaction time of exposure to traffic noise, traffic noise levels of sound pressure levels at different frequencies can be examined in future studies.
Conclusion
The finding of our experimental study supported the hypothesis that degradation of performance in introverts when are exposed to traffic noise is more than extroverts’. Movement time in females was longer than males’. It could be expected that road accidents are happened for introverts and females than extraverts and males. These findings could be used in reduction of road accidents for example through as setting a new criterion for driving certificate. More studies in the role of introversion and sex in reaction time are suggested.
Acknowledgements
This research study was supported by Iran University of Medical Science. We thank deputy Education and Research University.
Conflict of Interest
The authors declare that they have no conflict of interest.
Citation: Alimohammadi I, Zokaei M, Sandrock S. The Effect of Road Traffic Noise on Reaction Time. Health Promot Perspect 2015; 5(3): 207-214. doi: 10.15171/hpp.2015.025
References
- 1.Ali SA. Investigation of the dose–response relationship for road traffic noise in Assiut, Egypt. Applied Acoustics. 2004;65:1113–1120. doi: 10.1016/j.apacoust.2004.06.007. [DOI] [Google Scholar]
- 2. Den Boer LC, Schroten A. Traffic noise reduction in Europe. CE Delft Solutions for enviromen, economy and technology. Netherland: Delft; 2007.Publication code: 07.4451.27.
- 3.AydinY AydinY, Kaltenbach M. Noise perception, heart rate and blood pressure in relation to aircraft noise in the vicinity of the Frankfurt airport. Clin Res Cardiol. 2007;96:347–358. doi: 10.1007/s00392-007-0507-y. [DOI] [PubMed] [Google Scholar]
- 4.Fyhri A, Klaeboe R. Road traffic noise, sensitivity, annoyance and self-reported health- a structural equation model exercise. Environ Int. 2009;35:91–97. doi: 10.1016/j.envint.2008.08.006. [DOI] [PubMed] [Google Scholar]
- 5.Pirrera S, De Valck E, CluydtsR CluydtsR. Field study on the impact of nocturnal road traffic noise on sleep: The importance of in- and outdoor noise assessment, the bedroom location and nighttime noise disturbances. Sci Total Environ. 2014;500-501:84–90. doi: 10.1016/j.scitotenv.2014.08.061. [DOI] [PubMed] [Google Scholar]
- 6.Eysenck MW, Derakshan N, Santos R, Calvo MG. Anxiety and cognitive performance: attentional control theory. Emotion. 2007;7:336–353. doi: 10.1037/1528-3542.7.2.336. [DOI] [PubMed] [Google Scholar]
- 7.Duric P, Filipovic D. Reaction time of drivers who caused road traffic accidents. Med Pregl. 2009;62:114–119. doi: 10.2298/MPNS0904114D. [DOI] [PubMed] [Google Scholar]
- 8. Margie P, Richard S, David S. World report on road traffic injury prevention. Geneva: Word Health Orgnization (WHO); 2011.
- 9.Waters HR, Hyder AA, Phillips TL. Economic evaluation of interventions to reduce road traffic injuries--a review of the literature with applications to low and middle-income countries. Asia Pac J Public Health. 2004;16:23–31. doi: 10.1177/101053950401600105. [DOI] [PubMed] [Google Scholar]
- 10.Saeki T, Fujii T, Yamaguchi S, Harima S. Effects of acoustical noise on annoyance, performance and fatigue during mental memory task. Applied Acoustics. 2004;65:913–921. doi: 10.1016/j.apacoust.2003.12.005. [DOI] [Google Scholar]
- 11.Andrieu C, Pierre GS. Comparing effects of eco-driving training and simple advices on driving behavior. Procedia - Social and Behavioral Sciences. 2012;54:211–220. doi: 10.1016/j.sbspro.2012.09.740. [DOI] [Google Scholar]
- 12.da Silva FP, Santos JA, Meireles A. Road accident: driver behaviour, learning and driving task. Procedia - Social and Behavioral Sciences. 2014;162:300–309. doi: 10.1016/j.sbspro.2014.12.211. [DOI] [Google Scholar]
- 13.Mohebbi R, Gray R, Tan HZ. Driver reaction time to tactile and auditory rear-end collision warnings while talking on a cell phone. Hum Factors. 2009;51:102–110. doi: 10.1177/0018720809333517. [DOI] [PubMed] [Google Scholar]
- 14.Zajdel R, Nowak D. Simple and complex reaction time measurement: a preliminary evaluation of new approach and diagnostic tool. Comput Biol Med. 2007;37:1724–1730. doi: 10.1016/j.compbiomed.2007.04.008. [DOI] [PubMed] [Google Scholar]
- 15.Hughes GM, Rudin-Brown CM, Young KL. A simulator study of the effects of singing on driving performance. Accid Anal Prev. 2013;50:787–792. doi: 10.1016/j.aap.2012.07.001. [DOI] [PubMed] [Google Scholar]
- 16.Bellinger DB, Budde BM, Machida M, Gary BR, Berg WP. The effect of cellular telephone conversation and music listening on response time in braking. Transport Research, Part F. 2009;12:441–451. doi: 10.1016/j.trf.2009.08.007. [DOI] [Google Scholar]
- 17.Kim M, Chang SI, Seong JC, Holt JB, Park TH, K JH. et al. Road traffic noise : annoyance, sleep disturbance, and public health implications. Am J Prev Med. 2012;43:353–360. doi: 10.1016/j.amepre.2012.06.014. [DOI] [PubMed] [Google Scholar]
- 18.Jakovljevic B, Paunovic K, Belojevic G. Road-traffic noise and factors influencing noise annoyance in an urban population. Environ Int. 2009;35:552–556. doi: 10.1016/j.envint.2008.10.001. [DOI] [PubMed] [Google Scholar]
- 19.Belojevic G, Jakovljevic B, Slepcevic V. Noise and mental performance: personality attributes and noise sensitivity. Noise Health. 2003;6:77–89. [PubMed] [Google Scholar]
- 20.Brown B, Rutherford P, Crawford P. The role of noise in clinical environments with particular reference to mental health care: A narrative review. Int J Nurs Stud. 2015;52:1514–1524. doi: 10.1016/j.ijnurstu.2015.04.020. [DOI] [PubMed] [Google Scholar]
- 21.Sygna K, Aasvang GM, Aamodt G, Aftedal B, Krong NH. Road traffic noise, sleep and mental health. Environ Res. 2014;131:17–24. doi: 10.1016/j.envres.2014.02.010. [DOI] [PubMed] [Google Scholar]
- 22.Bayless DW, Darling JS, Stout WJ, Daniel JM. Sex differences in attentional processes in adult rats as measured by performance on the 5-choice serial reaction time task. Behav Brain Res. 2012;235:48–54. doi: 10.1016/j.bbr.2012.07.028. [DOI] [PubMed] [Google Scholar]
- 23. Crown. Calculation of Road Traffic Noise. London: Her majesty’s stationary office; 1988.
- 24.Aluja A, Garcia O, Garcia LF. A psychometric analysis of the revised Eysenck Personality Questionnaire short scale. PersIndiv Differ. 2003;35:449–460. doi: 10.1016/S0191-8869(02)00206-4. [DOI] [Google Scholar]
- 25. Schuhfried G. Vienna Test System: Computerized psychological diagnostic; 2011. Available from: http://www.schuhfried.com/fileadmin/con-tent/2_Kataloge_en/Vienna_Test_System_2011_en_Catalog_SCHUHFRIED.pdf.
- 26.Layer JK, Karwowski W, Furr A. The effect of cognitive demands and perceived quality of work life on human performance in manufacturing environments. Int J Indus Ergon. 2009;39:413–421. doi: 10.1016/j.ergon.2008.10.015. [DOI] [Google Scholar]
- 27.Stahl J, Rammsayer T. Differences in the transmission of sensory input into motor output between introverts and extraverts: Behavioral and psycho physiological analyses. Brain Cogn. 2004;56:293–303. doi: 10.1016/j.bandc.2004.07.004. [DOI] [PubMed] [Google Scholar]
- 28.Qian S, Li M, Li G, Liu KJ, Li B, Jiang Q. et al. Environmental heat stress enhances mental fatigue during sustained attention task performing: Evidence from an ASL perfusion study. Behav Brain Res. 2015;280:6–15. doi: 10.1016/j.bbr.2014.11.036. [DOI] [PubMed] [Google Scholar]
- 29.Hubbard J, Ruppert E, Gropp CM, Burgin P. Non-circadian direct effects of light on sleep and alertness: Lessons from transgenic mouse models. Sleep Med Rev. 2013;17:445–452. doi: 10.1016/j.smrv.2012.12.004. [DOI] [PubMed] [Google Scholar]
- 30.Teichner WH, Areas E, Reilly R. Noise and human performance: A psychological approach. Ergonomics. 1963;6:83–97. doi: 10.1080/00140136308930678. [DOI] [Google Scholar]
- 31.Correa A, Molina E, Sanabria D. Effects of chronotype and time of day on the vigilance decrement during simulated driving. Accid Anal Prev. 2014;68:113–118. doi: 10.1016/j.aap.2014.02.020. [DOI] [PubMed] [Google Scholar]
- 32.Alimohammadi I, Zokaei M, Farshad A, Falahati M, Mosavi B. The effects of road traffic noise on the students' errors in movement time anticipation; the role of introversion. Iran Occupational Health. 2012;9:53–59. [Google Scholar]
- 33.Stauffer CC, Indermühle R, Troche SJ, Rammsayer TH. Extraversion and short-term memory for chromatic stimuli: an event-related potential analysis. Int J Psychophysiol. 2012;86:66–73. doi: 10.1016/j.ijpsycho.2012.07.184. [DOI] [PubMed] [Google Scholar]
- 34.Muncer SJ. The general factor of personality: evaluating the evidence from meta-analysis, confirmatory factor analysis and evolutionary theory. PersIndiv Differ. 2011;55:775–778. doi: 10.1016/j.paid.2011.06.029. [DOI] [Google Scholar]
- 35.Der G, Deary IJ. Age and sex differences in reaction time in adulthood: results from the United Kingdom Health and Lifestyle Survey. Psychol Aging. 2006;21:62–73. doi: 10.1037/0882-7974.21.1.62. [DOI] [PubMed] [Google Scholar]