Impact of Age-Related Vision Changes on Driving
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Vision Assessment
2.3. Driving Simulator
2.4. Data Analysis
3. Results
3.1. Visual Function
3.2. Driving Performance
3.3. Relationship between Age-Related Visual Impairment and Driving Performance
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Rosenbloom, S. Sustainability and automobility among the elderly: An international assessment. Transp. (Amst). 2001, 28, 375–408. [Google Scholar] [CrossRef]
- McGwin, G.; Brown, D.B. Characteristics of traffic crashes among young, middle-aged, and older drivers. Accid. Anal. Prev. 1999, 31, 181–198. [Google Scholar] [CrossRef]
- Eberhard, J. Older drivers’ “high per-mile crash involvement”: The implications for licensing authorities. Traffic Injury Prev. 2008, 9, 284–290. [Google Scholar] [CrossRef] [PubMed]
- Dellinger, A.M.; Langlois, J.A.; Li, G. Fatal crashes among older drivers: Decomposition of rates into contributing factors. Am. J. Epidemiol. 2002, 155, 234–241. [Google Scholar] [CrossRef] [PubMed]
- Sivak, M. The Information That Drivers Use: Is it Indeed 90% Visual? Perception 1996, 25, 1081–1089. [Google Scholar] [CrossRef]
- Lijarcio, I.; Useche, S.A.; Llamazares, J.; Montoro, L. Are Your Eyes “on the Road”? Findings from the 2019 National Study on Vision and Driving Safety in Spain. Int. J. Environ. Res. Public Health 2020, 17, 3195. [Google Scholar] [CrossRef]
- Martínez-Roda, J.A.; Vilaseca, M.; Ondategui, J.C.; Aguirre, M.; Pujol, J. Effects of aging on optical quality and visual function. Clin. Exp. Optom. 2016, 99, 518–525. [Google Scholar] [CrossRef]
- Ortiz, C.; Castro, J.J.; Alarcón, A.; Soler, M.; Anera, R.G. Quantifying age-related differences in visual-discrimination capacity: Drivers with and without visual impairment. Appl. Ergon. 2013, 44, 523–531. [Google Scholar] [CrossRef]
- Owsley, C.; Stalvey, B.T.; Wells, J.; Sloane, M.E.; McGwin, G. Visual Risk Factors for Crash Involvement in Older Drivers with Cataract. Arch. Ophthalmol. 2001, 119, 881–887. [Google Scholar] [CrossRef]
- Van Den Berg, T.J.T.P.; Van Rijn, L.J.R.; Michael, R.; Heine, C.; Coeckelbergh, T.; Nischler, C.; Wilhelm, H.; Grabner, G.; Emesz, M.; Barraquer, R.I.; et al. Straylight Effects with Aging and Lens Extraction. Am. J. Ophthalmol. 2007, 144, 358–363.e1. [Google Scholar] [CrossRef]
- Wood, J.M.; Owens, D.A. Standard Measures of Visual Acuity Do Not Predict Drivers’ Recognition Performance under Day or Night Conditions. Optom. Vis. Sci. 2005, 82, 698–705. [Google Scholar] [CrossRef]
- Gray, R.; Regan, D. Glare susceptibility test results correlate with temporal safety margin when executing turns across approaching vehicles in simulated low-sun conditions. Ophthalmic Physiol. Opt. 2007, 27, 440–450. [Google Scholar] [CrossRef]
- Hills, B.L.; Burg, A. A Reanalysis of California Driver Vision Data: General Findings (Report No. LR 768); Transport and Road Research Laboratories: Crowthorne, Berkshire, UK, 1977. [Google Scholar]
- Higgins, K.E.; Wood, J.M. Predicting components of closed road driving performance from vision tests. Optom. Vis. Sci. 2005, 82, 647–656. [Google Scholar] [CrossRef]
- van den Berg, T.J.T.P. The (lack of) relation between straylight and visual acuity. Two domains of the point-spread-function. Ophthalmic Physiol. Opt. 2017, 37, 333–341. [Google Scholar] [CrossRef]
- van den Berg, T.J. Importance of pathological intraocular light scatter for visual disability. Doc. Ophthalmol. 1986, 61, 327–333. [Google Scholar] [CrossRef]
- Michael, R.; van Rijn, L.J.; van den Berg, T.J.T.P.; Barraquer, R.I.; Grabner, G.; Wilhelm, H.; Coeckelbergh, T.; Emesz, M.; Marvan, P.; Nischler, C. Association of lens opacities, intraocular straylight, contrast sensitivity and visual acuity in European drivers. Acta Ophthalmol. 2009, 87, 666–671. [Google Scholar] [CrossRef]
- Bal, T.; Coeckelbergh, T.; Van Looveren, J.; Rozema, J.J.; Tassignon, M.-J. Influence of Cataract Morphology on Straylight and Contrast Sensitivity and Its Relevance to Fitness to Drive. Ophthalmologica 2010, 225, 105–111. [Google Scholar] [CrossRef]
- Van Rijn, L.J.; Nischler, C.; Michael, R.; Heine, C.; Coeckelbergh, T.; Wilhelm, H.; Grabner, G.; Barraquer, R.I.; Van Den Berg, T.J.T.P. Prevalence of impairment of visual function in European drivers. Acta Ophthalmol. 2011, 20, 892–901. [Google Scholar] [CrossRef]
- van den Berg, T.J.T.P.; van Rijn, L.J.; Kaper-Bongers, R.; Vonhoff, D.J.; Völker-Dieben, H.J.; Grabner, G.; Nischler, C.; Emesz, M.; Wilhelm, H.; Gamer, D.; et al. Disability glare in the aging eye. Assessment and impact on driving. J. Optom. 2009, 2, 112–118. [Google Scholar] [CrossRef][Green Version]
- Pomerance, G.N.; Evans, D.W. Test-retest reliability of the CSV-1000 contrast test and its relationship to glaucoma therapy. Investig. Ophthalmol. Vis. Sci. 1994, 35, 3357–3361. [Google Scholar] [CrossRef][Green Version]
- Castro, J.J.; Jiménez, J.R.; Ortiz, C.; Alarcón, A.; Anera, R.G. New testing software for quantifying discrimination capacity in subjects with ocular pathologies. J. Biomed. Opt. 2011, 16, 015001. [Google Scholar] [CrossRef] [PubMed]
- Carballo-Alvarez, J.; Vazquez-Molini, J.M.; Sanz-Fernandez, J.C.; Garcia-Bella, J.; Polo, V.; García-Feijoo, J.; Martinez-De-La-Casa, J.M. Visual outcomes after bilateral trifocal diffractive intraocular lens implantation Cataract and refractive surgery. BMC Ophthalmol. 2015, 15. [Google Scholar] [CrossRef] [PubMed]
- Cedrún-Sánchez, J.E.; Chamorro, E.; Bonnin-Arias, C.; Aguirre-Vilacoro, V.; Castro, J.J.; Sánchez-Ramos, C. Visual discrimination increase by yellow filters in Retinitis Pigmentosa. Optom. Vis. Sci. 2016, 93, 1537–1544. [Google Scholar] [CrossRef] [PubMed]
- Coppens, J.E.; Franssen, L.; van Rijn, L.J.; van den Berg, T.J.T.P. Reliability of the compensation comparison stray-light measurement method. J. Biomed. Opt. 2006, 11, 034027. [Google Scholar] [CrossRef] [PubMed]
- Piñero, D.P.; Ortiz, D.; Alio, J.L. Ocular Scattering. Optom. Vis. Sci. 2010, 87, E682–E696. [Google Scholar] [CrossRef]
- Ortiz, C.; Ortiz-Peregrina, S.; Castro, J.J.; Casares-López, M.; Salas, C. Driver distraction by smartphone use (WhatsApp) in different age groups. Accid. Anal. Prev. 2018, 117, 239–249. [Google Scholar] [CrossRef]
- Ortiz-Peregrina, S.; Ortiz, C.; Salas, C.; Casares-López, M.; Soler, M.; Anera, R.G. Intraocular scattering as a predictor of driving performance in older adults with cataracts. PLoS ONE 2020, 15, e0227892. [Google Scholar] [CrossRef]
- Kimlin, J.A.; Black, A.A.; Wood, J.M. Nighttime Driving in Older Adults: Effects of Glare and Association with Mesopic Visual Function. Invest. Opthalmol. Vis. Sci. 2017, 58, 2796. [Google Scholar] [CrossRef]
- Wood, J.M. Age and visual impairment decrease driving performance as measured on a closed-road circuit. Hum. Factors 2002, 44, 482–494. [Google Scholar] [CrossRef]
- Wood, J.M.; Carberry, T.P. Bilateral cataract surgery and driving performance. Br. J. Ophthalmol. 2006, 90, 1277–1280. [Google Scholar] [CrossRef]
- Owsley, C.; Sekuler, R.; Siemsen, D. Contrast sensitivity throughout adulthood. Vision Res. 1983, 23, 689–699. [Google Scholar] [CrossRef]
- Fraser, M.L.; Meuleners, L.B.; Ng, J.Q.; Morlet, N. Driver self-regulation and depressive symptoms in cataract patients awaiting surgery: A cross-sectional study. BMC Ophthalmol. 2013, 13. [Google Scholar] [CrossRef]
- Szlyk, J.P.; Seiple, W.; Viana, M. Relative Effects of Age and Compromised Vision on Driving Performance. Hum Factors. 1995, 37, 430–436. [Google Scholar] [CrossRef]
- Reimer, B.; Donmez, B.; Lavallière, M.; Mehler, B.; Coughlin, J.F.; Teasdale, N. Impact of age and cognitive demand on lane choice and changing under actual highway conditions. Accid. Anal. Prev. 2013, 52, 125–132. [Google Scholar] [CrossRef]
- Willstrand, T.D.; Broberg, T.; Selander, H. Driving Characteristics of Older Drivers and Their Relationship to the Useful Field of View Test. Gerontology 2017, 63, 180–188. [Google Scholar] [CrossRef]
- Oviedo-Trespalacios, O.; Haque, M.; King, M.; Washington, S. Effects of road infrastructure and traffic complexity in speed adaptation behaviour of distracted drivers. Accid. Anal. Prev. 2017, 101, 67–77. [Google Scholar] [CrossRef]
- Owsley, C.; Mcgwin, G. Vision and Driving. Vision Res. 2010, 50, 2348–2361. [Google Scholar] [CrossRef]
- Dewar, R.; Kline, D.; Scheiber, F.; Swanson, A. Symbol Signing deSign for Older Drivers; US Department of Transportation, Federal Highway Administration: Washington, DC, USA, 1997.
- Casares-López, M.; Castro-Torres, J.J.; Martino, F.; Ortiz-Peregrina, S.; Ortiz, C.; Anera, R.G. Contrast sensitivity and retinal straylight after alcohol consumption: Effects on driving performance. Sci. Rep. 2020, 10, 13599. [Google Scholar] [CrossRef]
- Kawano, N.; Iwamoto, K.; Ebe, K.; Aleksic, B.; Noda, A.; Umegaki, H.; Kuzuya, M.; Iidaka, T.; Ozaki, N. Slower adaptation to driving simulator and simulator sickness in older adults. Aging Clin. Exp. Res. 2012, 24, 285–289. [Google Scholar] [CrossRef]
- Ungewiss, J.; Kübler, T.; Sippel, K.; Aehling, K.; Heister, M.; Rosenstiel, W.; Kasneci, E.; Papageorgiou, E.; Group, T.S.S. Agreement of driving simulator and on-road driving performance in patients with binocular visual field loss. Graefe’s Arch. Clin. Exp. Ophthalmol. 2018, 256, 2429–2435. [Google Scholar] [CrossRef]
Item | Younger (Aged 25–40) | Older (Aged >55) | Total Sample |
---|---|---|---|
Age (years) (mean ± SD) | 29.8 ± 4.4 | 62.3 ± 4.3 | 46.1 ± 17.0 |
Gender | |||
Male | 85.7% | 95.2% | 90.5% |
Female | 14.3% | 4.8% | 9.5% |
Driving experience (years) | |||
between 0 and 3 years | 0% | 0% | 0% |
between 3 and 5 years | 9.5% | 0% | 4.8% |
>5 years | 90.5% | 100% | 95.2% |
Distance driven in the past year (km) | |||
<500 | 0% | 0% | 0% |
500–999 | 14.3% | 0% | 7.7% |
1000–4999 | 33.3% | 16.7% | 25.6% |
>5000 | 47.6% | 83.3% | 64.1% |
No answer | 4.8% | 0% | 2.6% |
Driving frequency | |||
Daily | 42.9% | 38.9% | 41% |
Several times/week | 33.3% | 55.6% | 43.6% |
Once a week | 9.5% | 5.5% | 7.7% |
2–3 times/month | 14.3% | 0% | 7.7% |
Once a month or less | 0% | 0% | 0% |
Self-perceived driving ability | |||
Excellent | 19.0% | 11.1% | 15.4% |
Good | 61.9% | 55.6% | 59.0% |
Normal | 19.1% | 33.3% | 25.6% |
Fair/Poor | 0% | 0% | 0% |
Visual Parameter | Younger (Aged 25–40) | Older (Aged > 55) | t/Z | p-Value | Effect Size (Cohen’s d) |
---|---|---|---|---|---|
Binocular VA (log MAR) * | −0.06 ± 0.06 | −0.03 ± 0.06 | −1.688 | 0.091 | 0.5 |
Binocular CS (log CS) | 1.89 ± 0.10 | 1.71 ± 0.14 | 4.987 | <0.001 | 1.48 |
Binocular VDI * | 0.14 ± 0.03 | 0.32 ± 0.28 | −3.292 | 0.001 | 0.90 |
Log(straylight) | 0.89 ± 0.13 | 1.19 ± 0.11 | −7.703 | <0.001 | 2.49 |
Driving Performance Parameter | Younger (Aged 25–40) | Older (Aged > 55) | t/Z | p-Value | Effect Size (Cohen’s d) |
---|---|---|---|---|---|
Dual Carriageway | |||||
Mean speed (km/h) | 118.44 ± 7.81 | 114.64 ± 10.53 | 1.316 | 0.196 | 1.36 |
Distance driven while encroaching the hard shoulder (m) | 72.98 ± 59.06 | 253.75 ± 215.45 | −3.708 | 0.001 | 1.14 |
SD steering wheel angular velocity (rad/s) | 0.16 ± 0.04 | 0.24 ± 0.06 | −4.907 | <0.001 | 1.57 |
Mountain Road | |||||
Mean speed (km/h) | 56.06 ± 2.25 | 56.59 ± 2.53 | −0.698 | 0.490 | 0.22 |
SDLP (m) | 0.51 ± 0.06 | 0.65 ± 0.13 | −4.567 | <0.001 | 1.38 |
Distance driven while encroaching the opposite lane (m) | 212.20 ± 116.61 | 593.04 ± 378.13 | −4.379 | <0.001 | 1.36 |
Distance driven while encroaching the hard shoulder (m) * | 20.35 ± 15.16 | 81.21 ± 74.29 | −3.709 | <0.001 | 1.14 |
Total distance driven outside the lane (m) | 265.77 ± 139.78 | 693.23 ± 377.33 | −4.853 | <0.001 | 1.50 |
SD steering wheel angular velocity (rad/s) | 0.63 ± 0.14 | 0.81 ± 0.26 | −2.812 | 0.008 | 0.86 |
City | |||||
Mean speed (km/h) | 32.02 ± 4.88 | 29.96 ± 6.37 | 2.842 | 0.007 | 0.36 |
SD steering wheel angular velocity (rad/s) | 1.13 ± 0.17 | 1.32 ± 0.17 | −3.529 | 0.001 | 1.12 |
Total Circuit | |||||
Total time (s) | 884.51 ± 44.62 | 958.05 ± 99.38 | −3.030 | 0.005 | 0.95 |
ODPS | 0.53 ± 0.28 | −0.50 ± 0.55 | 7.658 | <0.001 | 2.36 |
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Ortiz-Peregrina, S.; Ortiz, C.; Casares-López, M.; Castro-Torres, J.J.; Jiménez del Barco, L.; Anera, R.G. Impact of Age-Related Vision Changes on Driving. Int. J. Environ. Res. Public Health 2020, 17, 7416. https://doi.org/10.3390/ijerph17207416
Ortiz-Peregrina S, Ortiz C, Casares-López M, Castro-Torres JJ, Jiménez del Barco L, Anera RG. Impact of Age-Related Vision Changes on Driving. International Journal of Environmental Research and Public Health. 2020; 17(20):7416. https://doi.org/10.3390/ijerph17207416
Chicago/Turabian StyleOrtiz-Peregrina, Sonia, Carolina Ortiz, Miriam Casares-López, José J. Castro-Torres, Luis Jiménez del Barco, and Rosario G. Anera. 2020. "Impact of Age-Related Vision Changes on Driving" International Journal of Environmental Research and Public Health 17, no. 20: 7416. https://doi.org/10.3390/ijerph17207416
APA StyleOrtiz-Peregrina, S., Ortiz, C., Casares-López, M., Castro-Torres, J. J., Jiménez del Barco, L., & Anera, R. G. (2020). Impact of Age-Related Vision Changes on Driving. International Journal of Environmental Research and Public Health, 17(20), 7416. https://doi.org/10.3390/ijerph17207416