Impaired Performance in Commercial Drivers
Open accessAbstract
Sleepiness plays an important role in major crashes of commercial vehicles. Because determinants are likely to include inadequate sleep and sleep apnea, we evaluated the role of short sleep durations over 1 wk at home and sleep apnea in subjective sleepiness (Epworth Sleepiness Scale), objective sleepiness (reduced sleep latency as determined by the Multiple Sleep Latency Test), and neurobehavioral functioning (lapses in performance, tracking error in Divided Attention Driving Task) in commercial drivers. Studies were conducted in 247 of 551 drivers at higher risk for apnea and in 159 of 778 drivers at lower risk. A multivariate linear association between the sets of outcomes and risk factors was confirmed (p < 0.0001). Increases in subjective sleepiness were associated with shorter sleep durations but not with increases in severity of apnea. Increases in objective sleepiness and performance lapses, as well as poorer lane tracking, were associated with shorter sleep durations. Associations with sleep apnea severity were not as robust and not strictly monotonic. A significant linear association with sleep apnea was demonstrated only for reduced sleep latency. The effects of severe apnea (apnea-hypopnea index, at least 30 episodes/h), which occurred in 4.7%, and of sleep duration less than 5 h/night, which occurred in 13.5%, were similar in terms of their impact on objective sleepiness. Thus, addressing impairment in commercial drivers requires addressing both insufficient sleep and sleep apnea, the former being more common.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Sleep apnea impairs commercial drivers' ability to drive safely.
“For example, sleep apnea occurs at high rates among commercial drivers184–186 and impairs their ability to drive safely.”
From Sleep, Health, and Society (2017) · cites this paper as [185]
Sleep apnea occurs at high rates among commercial drivers.
“For example, sleep apnea occurs at high rates among commercial drivers184–186 and impairs their ability to drive safely.”
From Sleep, Health, and Society (2017) · cites this paper as [185]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT
Martin Bland, J., & Altman, D. (1986) · The Lancet · doi:10.1016/s0140-6736(86)90837-8 · Cited by 47,965 · see citing works
A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale
Johns, M. W. (1991) · Sleep · doi:10.1093/sleep/14.6.540 · Cited by 17,364 · see citing works
The Occurrence of Sleep-Disordered Breathing among Middle-Aged Adults
Young, T., Palta, M., Dempsey, J., Skatrud, J., Weber, S., & Badr, S. (1993) · New England Journal of Medicine · doi:10.1056/nejm199304293281704 · Cited by 10,183 · see citing works
McNicholas, W. T., Strohl, K. P., White, D. P., Levy, P. A., Schmidt, W., Wheatley, J. R., Redline, S. S., Carley, D. W., Buysse, D. J., Young, T. B., et al. (1999) · PubMed · Cited by 3,665 · see citing works
Van Dongen, H. P. A., Maislin, G., Mullington, J. M., & Dinges, D. F. (2003) · Sleep · doi:10.1093/sleep/26.2.117 · Cited by 3,173 · see citing works
Self-citationReliability and factor analysis of the Epworth Sleepiness Scale.
Johns, M. (1992) · Sleep · doi:10.1093/sleep/15.4.376 · Cited by 2,193 · see citing works
Dinges, D. F., Pack, F. M., Williams, K., Gillen, K. A., Powell, J. W., Ott, G. E., Trasande, C. A., & Pack, A. I. (1997) · SLEEP · doi:10.1093/sleep/20.4.267 · Cited by 2,018 · see citing works
Self-citationAutomatic sleep/wake identification from wrist activity.
Cole, R., Kripke, D., Gruen, W., Mullaney, D., & Gillin, J. (1992) · Sleep · doi:10.1093/sleep/15.5.461 · Cited by 1,971 · see citing works
Dinges, D. F., & Powell, J. W. (1985) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03200977 · Cited by 1,750 · see citing works
Self-citationMortality Associated With Sleep Duration and Insomnia
Kripke, D. F., Garfinkel, L., Wingard, D. L., Klauber, M. R., & Marler, M. R. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.2.131 · Cited by 1,614 · see citing works
Guidelines for the Multiple Sleep Latency Test (MSLT): A Standard Measure of Sleepiness
Carskadon, M. A. (1986) · SLEEP · doi:10.1093/sleep/9.4.519 · Cited by 1,607 · see citing works
Belenky, G., Wesensten, N. J., Thorne, D. R., Thomas, M. L., Sing, H. C., Redmond, D. P., Russo, M. B., & Balkin, T. J. (2003) · Journal of Sleep Research · doi:10.1046/j.1365-2869.2003.00337.x · Cited by 1,436 · see citing works
The Association between Sleep Apnea and the Risk of Traffic Accidents
Téran‐Santos, J., Jimenez-Gomez, A., & Cordero-Guevara, J. A. (1999) · New England Journal of Medicine · doi:10.1056/nejm199903183401104 · Cited by 1,252 · see citing works
Effects of Age on Sleep Apnea in Men: I. Prevalence and Severity
Bixler, E. O., Vgontzas, A. N., Have, T. T., Tyson, K. L., & Kales, A. (1998) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.157.1.9706079 · Cited by 1,239 · see citing works
Daytime Sleepiness, Snoring, and Obstructive Sleep Apnea
Johns, M. W. (1993) · CHEST Journal · doi:10.1378/chest.103.1.30 · Cited by 1,118 · see citing works
(2004) · Sleep · doi:10.1093/sleep/27.3.423 · Cited by 894 · see citing works
Self-citationSustained attention performance during sleep deprivation: evidence of state instability.
Doran, S. M., Dongen, H. P. A. V., & Dinges, D. F. (2001) · PubMed · Cited by 801 · see citing works
Self-citationSleepiness in Different Situations Measured by the Epworth Sleepiness Scale
Johns, M. W. (1994) · SLEEP · doi:10.1093/sleep/17.8.703 · Cited by 738 · see citing works
Young, T. B., Blustein, J. N., Finn, L. A., & Palta, M. (1997) · SLEEP · doi:10.1093/sleep/20.8.608 · Cited by 665 · see citing works
Automobile Accidents Involving Patients with Obstructive Sleep Apnea
Findley, L. J., Unverzagt, M. E., & Suratt, P. M. (1988) · American Review of Respiratory Disease · doi:10.1164/ajrccm/138.2.337 · Cited by 590 · see citing works
Relation of Sleepiness to Respiratory Disturbance Index: The Sleep Heart Health Study
Gottlieb, D. J., Whitney, C. W., BONEKAT, W. H., Iber, C., James, G. D., Lebowitz, M. D., Nieto, F. J., & Rosenberg, C. (1999) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.159.2.9804051 · Cited by 571 · see citing works
Sassani, A., Findley, L. J., Kryger, M., Goldlust, E., George, C., & Davidson, T. M. (2004) · Sleep · doi:10.1093/sleep/27.3.453 · Cited by 506 · see citing works
Self-citationA Survey Screen for Prediction of Apnea
Maislin, G., Pack, A. I., Kribbs, N. B., Smith, P. L., Schwartz, A. R., Kline, L. R., Schwab, R. J., & Dinges, D. F. (1995) · SLEEP · doi:10.1093/sleep/18.3.158 · Cited by 495 · see citing works
Self-citationSnoring and Sleep Apnea. A Population Study in Australian Men
Bearpark, H., Elliott, L., Grunstein, R. R., Cullen, S., Schneider, H., Althaus, W., & Sullivan, C. E. (1995) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.151.5.7735600 · Cited by 488 · see citing works
Sleepiness, Sleep-disordered Breathing, and Accident Risk Factors in Commercial Vehicle Drivers
Howard, M. E., Desai, A. V., Grunstein, R. R., Hukins, C., Armstrong, J. G., Joffe, D., Swann, P., Campbell, D. A., & Pierce, R. J. (2004) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200312-1782oc · Cited by 467 · see citing works
The Sleep of Long-Haul Truck Drivers
Mitler, M. M., Miller, J. C., Lipsitz, J. J., Walsh, J. K., & Wylie, C. (1997) · New England Journal of Medicine · doi:10.1056/nejm199709113371106 · Cited by 395 · see citing works
Kribbs, N. B., Pack, A. I., Kline, L. R., Getsy, J. E., Schuett, J. S., Henry, J. N., Maislin, G., & Dinges, D. F. (1993) · American Review of Respiratory Disease · doi:10.1164/ajrccm/147.5.1162 · Cited by 395 · see citing works
Self-citationSLEEP APNOEA PATIENTS HAVE MORE AUTOMOBILE ACCIDENTS
George, C. F., Nickerson, P. W., Hanly, P. J., Millar, T. W., & Kryger, M. H. (1987) · The Lancet · doi:10.1016/s0140-6736(87)90974-3 · Cited by 391 · see citing works
Self-citationPrevalence of sleep apnea syndrome among Swedish men—an epidemiological study
Gíslason, Þ., Almqvist, M., Eriksson, G., Taube, A., & Boman, G. (1988) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(88)90061-3 · Cited by 350 · see citing works
Obesity Without Sleep Apnea Is Associated With Daytime Sleepiness
Vgontzas, A. N., Bixler, E. O., Tan, T. L., Kantner, D., Martin, L. F., & Kales, A. (1998) · Archives of Internal Medicine · doi:10.1001/archinte.158.12.1333 · Cited by 329 · see citing works
The Multiple Sleep Latency Test: What Does It Measure?
Carskadon, M. A., & Dement, W. C. (1982) · SLEEP · doi:10.1093/sleep/5.s2.s67 · Cited by 322 · see citing works
The role of driver sleepiness in car crashes: a systematic review of epidemiological studies
CONNOR, J. L., Whitlock, G., Norton, R., & Jackson, R. (2001) · Accident Analysis & Prevention · doi:10.1016/s0001-4575(00)00013-0 · Cited by 310 · see citing works
The Efficiency of Simulation-Based Multiple Comparisons
Edwards, D., & Berry, J. J. (1987) · Biometrics · doi:10.2307/2531545 · Cited by 298 · see citing works
Stoohs, R. A., Guilleminault, C., Itoi, A., & Dement, W. C. (1994) · SLEEP · doi:10.1093/sleep/17.7.619 · Cited by 265 · see citing works
Leproult, R., Colecchia, E. F., Berardi, A., Stickgold, R., Kosslyn, S. M., & Cauter, E. V. (2003) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00197.2002 · Cited by 256 · see citing works
Sleepiness-Related Accidents in Sleep Apnea Patients
Horstmann, S., Hess, C. W., Bassetti, C. L., Gugger, M., & Mathis, J. (2000) · SLEEP · doi:10.1093/sleep/23.3.1e · Cited by 238 · see citing works
Simulated Driving Performance in Patients With Obstructive Sleep Apnea
George, C. F., Boudreau, A. C., & Smiley, A. M. (1996) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.154.1.8680676 · Cited by 214 · see citing works
Self-citationStatistical methods for assessing agreement
Fitzmaurice, G. M. (2002) · Nutrition · doi:10.1016/s0899-9007(02)00802-x · Cited by 203 · see citing works
Sleep Apnea & Automobile Crashes
George, C. F., & Smiley, A. M. (1999) · SLEEP · doi:10.1093/sleep/22.6.790 · Cited by 199 · see citing works
Self-citationSleep and Sleep-Disordered Breathing in Commercial Long-Haul Truck Drivers
Stoohs, R. A., Bingham, L., Itoi, A., Guilleminault, C., & Dement, W. C. (1995) · CHEST Journal · doi:10.1378/chest.107.5.1275 · Cited by 178 · see citing works
Disorders of Excessive Daytime Somnolence: Polygraphic and Clinical Data for 100 Patients
den Hoed, J. V., KRAEMER, H. C., Guilleminault, C., Zarcone, V. P., Miles, L. E. M., Dement, W. C., & Mitler, M. M. (1981) · SLEEP · doi:10.1093/sleep/4.1.23 · Cited by 165 · see citing works
Occupational Screening for Obstructive Sleep Apnea in Commercial Drivers
Gurubhagavatula, I., Maislin, G., Nkwuo, J. E., & Pack, A. I. (2004) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200307-968oc · Cited by 134 · see citing works
Self-citationPowell, N. B., Riley, R. W., Schechtman, K. B., Blumen, M. B., Dinges, D. F., & Guilleminault, C. (1999) · The Laryngoscope · doi:10.1097/00005537-199910000-00019 · Cited by 88 · see citing works
Self-citationValidation of Nasal Pressure for the Identification of Apneas/Hypopneas during Sleep
Heitman, S. J., Atkar, R., Hajduk, E. A., Wanner, R. A., & Flemons, W. W. (2002) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.2105085 · Cited by 82 · see citing works
Middelkoop, H. A. M., Neven, A. K., van Hilten, J. J., Ruwhof, C., & KAMPHUISEN, H. A. C. (1995) · Thorax · doi:10.1136/thx.50.3.284 · Cited by 35 · see citing works
Moskowitz, H., & Burns, M. M. (1977) · Cited by 19 · see citing works
Flagged first, then by citations
Research works printed but not linked: 5
- [2]National Transportation Safety Board. Factors that affect fatigue in heavy truck accidents. Vol. 1: Analysis safety study. Washington, DC: National Transportation Safety Board; 1995.
- [10]Pack AI, Maislin G, Staley B, George C, Pack FM, Dinges DF. Factors associated with daytime sleepiness and performance in a sample of commercial drivers [abstract]. Sleep 2001;24:A427. [Google Scholar]
- [11]Maislin G, Hachadoorian R, Dinges DF, Pack AI. Apnea and sleep behavior co-determine sleepiness and alertness in commercial truck drivers [abstract]. Sleep 2002;25:A119. [Google Scholar]
- [29]Cochran WG. Survey sampling. New York: John Wiley & Sons; 1977.
- [32]Kish L. Survey sampling. New York: John Wiley & Sons; 1965.
Cited by
Sorted by citations
Panel, C. C., Watson, N. F., Badr, M. S., Belenky, G., Bliwise, D. L., Buxton, O. M., Buysse, D., Dinges, D. F., Gangwisch, J., Grandner, M. A., et al. (2015) · Sleep · doi:10.5665/sleep.4886 · Cited by 906 · see citing works
Self-citationObstructive Sleep Apnea and Risk of Motor Vehicle Crash: Systematic Review and Meta-Analysis
Tregear, S., Reston, J. T., Schoelles, K. M., & Phillips, B. A. (2009) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.27662 · Cited by 807 · see citing works
Sleep Duration in the United States: A Cross-sectional Population-based Study
Krueger, P. M., & Friedman, E. M. (2009) · American Journal of Epidemiology · doi:10.1093/aje/kwp023 · Cited by 791 · see citing works
Grandner, M. A. (2017) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2016.10.012 · Cited by 720 · see citing works
Watson, N. F., Badr, M. S., Belenky, G., Bliwise, D. L., Buxton, O. M., Buysse, D., Dinges, D. F., Gangwisch, J., Grandner, M. A., Kushida, C., et al. (2015) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.4950 · Cited by 568 · see citing works
Self-citationTregear, S., Reston, J. T., Schoelles, K. M., & Phillips, B. A. (2010) · SLEEP · doi:10.1093/sleep/33.10.1373 · Cited by 331 · see citing works
Sleep disorders, medical conditions, and road accident risk
Smolensky, M. H., Milia, L. V. D., Ohayon, M. M., & Philip, P. (2010) · Accident Analysis & Prevention · doi:10.1016/j.aap.2009.12.004 · Cited by 234 · see citing works
Garbarino, S., Lanteri, P., Durando, P., Magnavita, N., & Sannita, W. G. (2016) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph13080831 · Cited by 202 · see citing works
Sleep‐Disordered Breathing and Cognition in Older Women
Spira, A. P., Blackwell, T., Stone, K. L., Redline, S. S., Cauley, J. A., Ancoli‐Israel, S., & Yaffe, K. S. (2007) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2007.01506.x · Cited by 186 · see citing works
Grandner, M. A. (2022) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2022.03.001 · Cited by 179 · see citing works
Sleep deficiency and motor vehicle crash risk in the general population: a prospective cohort study
Gottlieb, D. J., Ellenbogen, J. M., Bianchi, M. T., & Czeisler, C. A. (2018) · BMC Medicine · doi:10.1186/s12916-018-1025-7 · Cited by 161 · see citing works
Excessive Daytime Sleepiness Increases the Risk of Motor Vehicle Crash in Obstructive Sleep Apnea
Ward, K. L., Hillman, D. R., James, A., Bremner, A., Simpson, L., Cooper, M. N., Palmer, L. J., Fedson, A. C., & Mukherjee, S. (2013) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.3072 · Cited by 153 · see citing works
Anderson, J. E., Govada, M., Steffen, T. K., Thorne, C. P., Varvarigou, V., Kales, S. N., & Burks, S. V. (2012) · Accident Analysis & Prevention · doi:10.1016/j.aap.2012.02.018 · Cited by 149 · see citing works
Grandner, M. A. (2020) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2020.02.017 · Cited by 139 · see citing works
Maintenance of Wakefulness Test, obstructive sleep apnea syndrome, and driving risk
Philip, P., Sagaspe, P., Taillard, J., Chaumet, G., Bayon, V., Coste, O., Bioulac, B. H., & Guilleminault, C. (2008) · Annals of Neurology · doi:10.1002/ana.21448 · Cited by 127 · see citing works
Park, S., Cho, M. J., Chang, S. M., Bae, J. N., Jeon, H. J., Cho, S., Kim, B., Chung, I., Ahn, J. H., Lee, H. W., et al. (2010) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2010.00841.x · Cited by 124 · see citing works
Sleepiness and sleep-related accidents in commercial bus drivers
Vennelle, M., Engleman, H. M., & Douglas, N. J. (2009) · Sleep And Breathing · doi:10.1007/s11325-009-0277-z · Cited by 111 · see citing works
Antonopoulos, C. N., Sergentanis, T. N., Daskalopoulou, S. S., & Petridou, E. T. (2011) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2010.10.002 · Cited by 108 · see citing works
Understanding the role of sleep quality and sleep duration in commercial driving safety
Lemke, M. K., Apostolopoulos, Y., Hege, A., Sönmez, S., & Wideman, L. (2016) · Accident Analysis & Prevention · doi:10.1016/j.aap.2016.08.024 · Cited by 94 · see citing works
Hui, S.-K. A., & Grandner, M. A. (2015) · Journal of Occupational & Environmental Medicine · doi:10.1097/jom.0000000000000534 · Cited by 92 · see citing works
Insufficient sleep impairs driving performance and cognitive function.
Miyata, S., Noda, A., Ozaki, N., Hara, Y., Minoshima, M., Iwamoto, K., Takahashi, M., Iidaka, T., & Koike, Y. (2010) · Neuroscience Letters · doi:10.1016/j.neulet.2009.12.001 · Cited by 97 · see citing works
Do sleep-deprived adolescents make less-healthy food choices?
Kruger, A. K., Reither, E. N., Peppard, P. E., Krueger, P. M., & Hale, L. E. (2014) · British Journal Of Nutrition · doi:10.1017/s0007114514000130 · Cited by 90 · see citing works
Stevenson, M., Elkington, J., Sharwood, L. N., Meuleners, L. B., Ivers, R., Boufous, S., Williamson, A. M., Haworth, N. L., Quinlan, M. G., Grunstein, R. R., et al. (2013) · American Journal of Epidemiology · doi:10.1093/aje/kwt305 · Cited by 87 · see citing works
European Respiratory Society statement on sleep apnoea, sleepiness and driving risk
Bonsignore, M. R., Randerath, W., Schiza, S., Verbraecken, J., Elliott, M. W., Riha, R., Barbe, F., Bouloukaki, I., Castrogiovanni, A., Deleanu, O., et al. (2021) · European Respiratory Journal · doi:10.1183/13993003.01272-2020 · Cited by 84 · see citing works
Czeisler, C. A. (2009) · PubMed Central · Cited by 79 · see citing works
Chin, K., Oga, T., Takahashi, K., Takegami, M., Nakayama-Ashida, Y., Wakamura, T., Sumi, K., Nakamura, T., Horita, S., Oka, Y., et al. (2010) · SLEEP · doi:10.1093/sleep/33.1.89 · Cited by 80 · see citing works
Surveying the Impact of Work Hours and Schedules on Commercial Motor Vehicle Driver Sleep
Hege, A., Perko, M. A., Johnson, A. J., Yu, C. H., Sönmez, S., & Apostolopoulos, Y. (2015) · Safety and Health at Work · doi:10.1016/j.shaw.2015.02.001 · Cited by 71 · see citing works
Kainulainen, S., Duce, B., Korkalainen, H., Oksenberg, A., Leino, A., Arnardóttir, E. S., Kulkas, A., Myllymaa, S., Töyräs, J., & Leppänen, T. (2020) · European Respiratory Journal · doi:10.1183/13993003.01849-2019 · Cited by 71 · see citing works
Obstructive sleep apnea and psychomotor vigilance task performance
Batool‐Anwar, S., Kales, S. N., Varvarigou, V., DeYoung, P. N., Malhotra, A., & Patel, S. R. (2014) · Nature and Science of Sleep · doi:10.2147/nss.s53721 · Cited by 68 · see citing works
Simple Four-Variable Screening Tool for Identifcation of Patients with Sleep-Disordered Breathing
Takegami, M., Hayashino, Y., Chin, K., Sokejima, S., Kadotani, H., Akashiba, T., Kimura, H., Ohi, M., & Fukuhara, S. (2009) · SLEEP · doi:10.1093/sleep/32.7.939 · Cited by 62 · see citing works
Remmers, J. E. (1984) · American Review of Respiratory Disease · doi:10.1164/arrd.1984.130.2.153 · Cited by 75 · see citing works
Fatigue and road safety: a critical analysis of recent evidence
Jackson, P., Hilditch, C. J., Holmes, A., Reed, N., Merat, N., & Smith, L. (2011) · Cited by 56 · see citing works
Karimi, M., Eder, D. N., Eskandari, D., Zou, D., Hedner, J. A., & Grote, L. (2012) · Accident Analysis & Prevention · doi:10.1016/j.aap.2012.11.014 · Cited by 57 · see citing works
Dongen, H. P. A. V., Belenky, G. L., & Vila, B. J. (2011) · SLEEP · doi:10.5665/sleep.1128 · Cited by 57 · see citing works
Cognitive consequences of sleep deprivation, shiftwork, and heat exposure for underground miners
Legault, G., Clement, A., Kenny, G. P., Hardcastle, S. G., & Keller, N. R. (2016) · Applied Ergonomics · doi:10.1016/j.apergo.2016.06.007 · Cited by 55 · see citing works
Stern, H. S., Blower, D. F., Cohen, M. L., Czeisler, C. A., Dinges, D. F., Greenhouse, J. B., Guo, F., Hanowski, R. J., Hartenbaum, N. P., Krueger, G. P., et al. (2018) · Accident Analysis & Prevention · doi:10.1016/j.aap.2018.02.021 · Cited by 57 · see citing works
Self-citationKarimi, M., Hedner, J. A., Lombardi, C., McNicholas, W. T., Penzel, T., Riha, R. L., Rodenstein, D. O., Grote, L., & the Esada Study Group (2014) · Journal of Sleep Research · doi:10.1111/jsr.12171 · Cited by 53 · see citing works
Reliability of a Single Objective Measure in Assessing Sleepiness
Sunwoo, B. Y., Jackson, N., Maislin, G., Gurubhagavatula, I., George, C. F., & Pack, A. I. (2011) · SLEEP · doi:10.5665/sleep.1606 · Cited by 51 · see citing works
Self-citationGurubhagavatula, I., Nkwuo, J. E., Maislin, G., & Pack, A. I. (2008) · Accident Analysis & Prevention · doi:10.1016/j.aap.2007.04.011 · Cited by 51 · see citing works
Self-citationZhang, T., & Chan, A. H. S. (2014) · Safety Science · doi:10.1016/j.ssci.2014.05.022 · Cited by 50 · see citing works
Smith, B. H., & Phillips, B. A. (2011) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.1060 · Cited by 43 · see citing works
Matsui, K., Kuriyama, K., Yoshiike, T., Nagao, K., Ayabe, N., Komada, Y., Okajima, I., Ito, W., Ishigooka, J., Nishimura, K., et al. (2020) · Sleep Medicine · doi:10.1016/j.sleep.2020.10.012 · Cited by 44 · see citing works
Bhat, S., Gupta, D., Akel, O., Polos, P. G., DeBari, V. A., Akhtar, S., McIntyre, A., Ming, S. X., Upadhyay, H. N., & Chokroverty, S. (2018) · Sleep Medicine · doi:10.1016/j.sleep.2018.06.012 · Cited by 40 · see citing works
Short Duration of Sleep and Unintentional Injuries among Adolescents in China
Lam, L. T., & Yang, L. (2007) · American Journal of Epidemiology · doi:10.1093/aje/kwm175 · Cited by 40 · see citing works
Maintenance of wakefulness test: how does it predict accident risk in patients with sleep disorders?
Philip, P., Guichard, K., Strauss, M., Léger, D., Pepin, E., Arnulf, I., Sagaspe, P., Barateau, L., Lopez, R., Taillard, J., et al. (2020) · Sleep Medicine · doi:10.1016/j.sleep.2020.04.007 · Cited by 40 · see citing works
Hours-of-service compliance and safety outcomes among long-haul truck drivers
Lemke, M. K., Hege, A., Apostolopoulos, Y., & Sönmez, S. (2020) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2020.11.017 · Cited by 38 · see citing works
Mabry, J. E., Camden, M. C., Miller, A., Sarkar, A., Manke, A., Ridgeway, C., Iridiastadi, H., Crowder, T., ISLAM, M. B., Soccolich, S., et al. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192214780 · Cited by 44 · see citing works
Colvin, L. J., & Collop, N. A. (2016) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.5408 · Cited by 37 · see citing works
Psychomotor Vigilance Testing of Professional Drivers in the Occupational Health Clinic
Zhang, C., Varvarigou, V., Parks, P. D., Gautam, S., Bueno, A. V., Malhotra, A., & Kales, S. N. (2011) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0b013e318223d3d6 · Cited by 36 · see citing works
Sleep-related crash characteristics: Implications for applying a fatigue definition to crash reports
Filtness, A., Armstrong, K. A., Watson, A., & Smith, S. S. (2015) · Accident Analysis & Prevention · doi:10.1016/j.aap.2015.11.024 · Cited by 35 · see citing works
Phillips, B. A. (2008) · Yearbook of Pulmonary Disease · doi:10.1016/s8756-3452(08)70698-4 · Cited by 35 · see citing works
Work, Occupation, Income, and Mortality
Krueger, P. M., & Burgard, S. A. (2011) · International handbooks of population · doi:10.1007/978-90-481-9996-9_13 · Cited by 34 · see citing works
Ozoh, O. B., Okubadejo, N. U., Akanbi, M. O., & Dania, M. G. (2013) · Nigerian Medical Journal · doi:10.4103/0300-1652.119607 · Cited by 33 · see citing works
Özer, C., Etcibaşı, S., & Öztürk, L. (2014) · Europe PMC (PubMed Central) · Cited by 33 · see citing works
Cognition and Performance in Patients with Obstructive Sleep Apnea
Weaver, T. E., & George, C. F. (2011) · Elsevier eBooks · doi:10.1016/b978-1-4160-6645-3.00104-3 · Cited by 33 · see citing works
Self-citationHypersomnolence and Traffic Safety
Gupta, R. M., Pandi-Perumal, S. R., Almeneessier, A. S., & BaHammam, A. S. (2017) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2017.03.018 · Cited by 32 · see citing works
Short sleeping time and psychobiological responses to acute stress
Okamura, H., Tsuda, A., Yajima, J., Hamer, M., Horiuchi, S., Toyoshima, N., & Matsuishi, T. (2010) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2010.07.010 · Cited by 31 · see citing works
Sleep-Disordered Breathing and Quality of Life of Railway Drivers in Greece*
Nena, E., Tsara, V., Steiropoulos, P., Constantinidis, T. C., Katsarou, Z., Christaki, P. I., & Bouros, D. E. (2008) · CHEST Journal · doi:10.1378/chest.07-2849 · Cited by 30 · see citing works
Obstructive Sleep Apnea Among Express Bus Drivers in Malaysia: Important Indicators for Screening
Yusoff, M. F. M., Baki, M. M., Mohamed, N., Mohamed, A. S., Yunus, M. R. M., Ami, M., Othman, I., & Ishak, A. I. (2010) · Traffic Injury Prevention · doi:10.1080/15389588.2010.505255 · Cited by 28 · see citing works
Prevalence of sleep apnea and daytime sleepiness in professional truck drivers
Huhta, R., Hirvonen, K., & Partinen, M. (2021) · Sleep Medicine · doi:10.1016/j.sleep.2021.02.023 · Cited by 29 · see citing works
A novel auditory working-memory vigilance task for mental fatigue assessment
Tyagi, R., Shen, K., Shao, S., & Li, X. (2008) · Safety Science · doi:10.1016/j.ssci.2008.10.018 · Cited by 27 · see citing works
Stevenson, M., Sharwood, L. N., WONG, K. K. H., Elkington, J., Meuleners, L. B., Ivers, R., Grunstein, R. R., Williamson, A. M., Haworth, N. L., & Norton, R. (2010) · BMC Public Health · doi:10.1186/1471-2458-10-162 · Cited by 5 · see citing works
Sunwoo, J., Shin, D.-S., Hwangbo, Y., Kim, W., Chu, M. K., Yun, C., Jang, T., & Yang, K. I. (2019) · Sleep And Breathing · doi:10.1007/s11325-019-01805-7 · Cited by 26 · see citing works
Effect of Distracting Factors on Driving Performance: A Review
Sorum, N. G., & Pal, D. (2022) · Civil Engineering Journal · doi:10.28991/cej-2022-08-02-014 · Cited by 25 · see citing works
Armstrong, K. A., Filtness, A., Watling, C. N., Barraclough, P., & Haworth, N. L. (2013) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2013.10.002 · Cited by 23 · see citing works
Sleeping Time, BMI, and Body Fat in Chinese Freshmen and Their Interrelation
Yang, Y., Miao, Q., Zhu, X., Qin, L., Gong, W., Zhang, S., Zhang, Q., Lü, B., Ye, H., & Li, Y. (2020) · Obesity Facts · doi:10.1159/000506078 · Cited by 22 · see citing works
Shin, D., & Jeong, B. (2020) · Sustainability · doi:10.3390/su12198114 · Cited by 21 · see citing works
Determinants of policy decisions for non-commercial drivers with OSA: An integrative review
Rizzo, D., Libman, E., Creti, L., Baltzan, M., Bailes, S., Fichten, C. S., & Lavigne, G. J. (2017) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2017.02.002 · Cited by 19 · see citing works
Correlates of sleep quality and sleep duration in a sample of urban-dwelling elderly Nigerian women
Fawale, B., Ismaila, I. A., Mustapha, A. F., Komolafe, M. A., & Ibigbami, O. I. (2017) · Sleep Health · doi:10.1016/j.sleh.2017.05.008 · Cited by 18 · see citing works
Work and sleep among transport operators: Disparities and implications for safety
Lemke, M. K., Hege, A., Apostolopoulos, Y., Wideman, L., & Sönmez, S. (2017) · Journal of Transport & Health · doi:10.1016/j.jth.2017.08.006 · Cited by 18 · see citing works
Pratt, S. G., & Bell, J. L. (2019) · Accident Analysis & Prevention · doi:10.1016/j.aap.2019.05.009 · Cited by 18 · see citing works
Screening for Sleep Disordered Breathing Among Applicants for a Professional Driver's License
Tzischinsky, O., Cohen, A., Doveh, E., Epstein, R., Ribak, J., Klein, D., Pillar, G., & Lavie, P. (2012) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0b013e31825b1bb1 · Cited by 17 · see citing works
OSA in Professional Transport Operations
Gurubhagavatula, I., Tan, M., & Jobanputra, A. M. (2020) · CHEST Journal · doi:10.1016/j.chest.2020.05.582 · Cited by 17 · see citing works
McNicholas, W. T. (2019) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2019.08.006 · Cited by 17 · see citing works
Powell, N. B., & Chau, J. K. M. (2010) · Medical Clinics of North America · doi:10.1016/j.mcna.2010.02.002 · Cited by 17 · see citing works
Fatigue-Inducing Factors in Transportation Operators
Sallinen, M., & Hublin, C. (2015) · Reviews of Human Factors and Ergonomics · doi:10.1177/1557234x15574828 · Cited by 16 · see citing works
Prevalence of snoring and the risk of sleep apnea in hospital staff
Seyedmehdi, S. M., Rahnama, N., Yazdanparast, T., Jamaati, H., Attarchi, M., Naghan, P. A., & Hassani, S. (2016) · Work · doi:10.3233/wor-162460 · Cited by 16 · see citing works
Update in Sleep and Control of Ventilation 2006
Horner, R. L., & Bradley, T. D. (2007) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200701-043up · Cited by 16 · see citing works
Obstructive sleep apnea screening, diagnosis, and treatment in the transportation industry
Das, A. M., Chang, J. L., Berneking, M., Hartenbaum, N. P., Rosekind, M. R., & Gurubhagavatula, I. (2021) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.9672 · Cited by 16 · see citing works
Detecting Driver Fatigue by Steering Wheel Grip Force
Lee, K., HYUN, S.-A., & Oah, S. (2016) · International Journal of Contents · doi:10.5392/ijoc.2016.12.1.044 · Cited by 14 · see citing works
Association of sleep duration with mental health: results from a Spanish general population survey
Braçe, O., Duncan, D. T., Correa-Fernández, J., & Garrido‐Cumbrera, M. (2021) · Sleep And Breathing · doi:10.1007/s11325-021-02332-0 · Cited by 14 · see citing works
Cultural beliefs affecting sleep duration
Arslan, S., Koçoğlu, D., & Durmus, M. (2015) · Sleep and Biological Rhythms · doi:10.1111/sbr.12117 · Cited by 14 · see citing works
Harada, Y., Oga, T., Chin, K., Takegami, M., Takahashi, K. P., Sumi, K., Nakamura, T., Nakayama-Ashida, Y., Minami, I., Horita, S., et al. (2011) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2011.00912.x · Cited by 14 · see citing works
Impaired Performance in Commercial Drivers: Role of Sleep Apnea and Short Sleep Duration
Phillips, B. A. (2008) · Yearbook of Pulmonary Disease · doi:10.1016/s8756-3452(08)70701-1 · Cited by 14 · see citing works
Desaturation event scoring criteria affect the perceived severity of nocturnal hypoxic load
Karhu, T., Leppänen, T., Korkalainen, H., Myllymaa, S., Duce, B., Töyräs, J., & Nikkonen, S. (2022) · Sleep Medicine · doi:10.1016/j.sleep.2022.09.024 · Cited by 13 · see citing works
Staykov, E., Mann, D., Duce, B., Kainulainen, S., Leppänen, T., Töyräs, J., Azarbarzin, A., Georgeson, T., Sands, S. A., & Terrill, P. I. (2023) · CHEST Journal · doi:10.1016/j.chest.2023.11.031 · Cited by 13 · see citing works
Are OSAS patients impaired in their driving ability on a circuit with medium traffic density?
Tassi, P., Grenèche, J., Pébayle, T., Eschenlauer, A., Hoeft, A., Bonnefond, A., Rohmer, O., & Muzet, A. G. (2008) · Accident Analysis & Prevention · doi:10.1016/j.aap.2008.02.007 · Cited by 13 · see citing works
Feedback Actigraphy and Sleep Among Long-Haul Truck Drivers
Heaton, K. L., & Rayens, M. K. (2010) · AAOHN Journal · doi:10.1177/216507991005800403 · Cited by 12 · see citing works
An Integrative Review of Screening for Obstructive Sleep Apnea in Commercial Vehicle Drivers
Burns, N. (2014) · Workplace Health & Safety · doi:10.1177/216507991406200305 · Cited by 11 · see citing works
Wu, W., Tsai, S.-S., Lin, Y.-J., Lin, M., Wu, T.-N., Shih, T., & Liou, S.-H. (2016) · International Journal of Cardiology · doi:10.1016/j.ijcard.2016.09.110 · Cited by 12 · see citing works
Kimoff, R. J. (2015) · Elsevier eBooks · doi:10.1016/b978-1-4557-3383-5.00088-9 · Cited by 11 · see citing works
Mathew, G. M., Strayer, S. M., Bailey, D., Buzzell, K., Ness, K. M., Schade, M. M., Nahmod, N. G., Buxton, O. M., & Chang, A. (2021) · Nature and Science of Sleep · doi:10.2147/nss.s294409 · Cited by 11 · see citing works
Can subjective sleep problems detect latent sleep disorders among commercial drivers?
Lemke, M. K., Apostolopoulos, Y., Hege, A., Newnam, S., & Sönmez, S. (2018) · Accident Analysis & Prevention · doi:10.1016/j.aap.2018.03.012 · Cited by 11 · see citing works
Sleeping and driving: Not a safe dual-task
Oken, B., & Salinsky, M. (2007) · Clinical Neurophysiology · doi:10.1016/j.clinph.2007.06.004 · Cited by 11 · see citing works
Das, A. M., Chang, J. L., Berneking, M., Hartenbaum, N. P., Rosekind, M. R., Ramar, K., Malhotra, R. K., Carden, K. A., Martin, J. L., Abbasi-Feinberg, F., et al. (2021) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.9670 · Cited by 10 · see citing works
Wu, Y., Yang, L., Shen, X., Zhai, L., Fan, C., & Zhang, D. (2015) · Journal of Public Health · doi:10.1007/s10389-015-0705-4 · Cited by 10 · see citing works
Mathew, G. M., Strayer, S. M., Ness, K. M., Schade, M. M., Nahmod, N. G., Buxton, O. M., & Chang, A. (2021) · Scientific Reports · doi:10.1038/s41598-021-95884-w · Cited by 10 · see citing works
Do sleep deprivation and alcohol have the same effects on psychomotor performance?
Yegneswaran, B., & Shapiro, C. M. (2007) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2007.06.020 · Cited by 10 · see citing works
Wu, W., Tsai, S.-S., Liao, H.-Y., Lin, Y.-J., Lin, M., Wu, T.-N., Shih, T., & Liou, S.-H. (2016) · International Journal of Epidemiology · doi:10.1093/ije/dyw141 · Cited by 10 · see citing works
Fanfulla, F., Grassi, M., Marandola, P., Taino, G., Fulgoni, P., & Imbriani, M. (2013) · PubMed · Cited by 9 · see citing works
- Authors
- Pack, A. I., Maislin, G., Staley, B., Pack, F. M., Rogers, W. C., George, C. F. P., & Dinges, D. F.
- Affiliations
- Western University (CA)
- Venue
- American Journal of Respiratory and Critical Care Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2006-08
- Volume
- 174
- Issue
- 4
- Pages
- 446-454
- ISSN
- 1073-449X (ISSN-L)
- 1535-4970
- PMC
- PMC2648121
- OpenAlex
- W2026091188
- Cited by
- 173
- References
- 47
- Citations by year
- 2026: 1 · 2025: 5 · 2024: 7 · 2023: 3 · 2022: 5 · 2021: 11 · 2020: 11 · 2019: 5 · 2018: 4 · 2017: 7 · 2016: 13 · 2015: 13 · 2014: 11 · 2013: 10 · 2012: 11
- FWCI
- 11.31
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Respiratory and Critical Care Medicine (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Heart, Lung, and Blood Institute (P50HL060287, HL60287)
- National Center for Research Resources (RR 00040)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Health Sciences › Medicine › Physiology › Obstructive Sleep Apnea Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Keywords
- commercial drivers, sleepiness, sleep apnea, sleep duration, Epworth Sleepiness Scale, multiple sleep latency test, neurobehavioral performance, lane tracking, driving impairment, apnea-hypopnea index, traffic accidents
- MeSH terms
- Automobile Driving, Humans, Male, Middle Aged, Risk Factors, Sleep, Sleep Apnea Syndromes, Sleep Deprivation, Task Performance and Analysis, Time Factors, Least-Squares Analysis, Occupational Health
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review