Binocular glaucomatous visual field loss and its impact on visual exploration--a supermarket study

Katrin Sippel, Enkelejda Kasneci, Kathrin Aehling, Martin Heister, Wolfgang Rosenstiel, Ulrich Schiefer, Elena Papageorgiou, Katrin Sippel, Enkelejda Kasneci, Kathrin Aehling, Martin Heister, Wolfgang Rosenstiel, Ulrich Schiefer, Elena Papageorgiou

Abstract

Advanced glaucomatous visual field loss may critically interfere with quality of life. The purpose of this study was to (i) assess the impact of binocular glaucomatous visual field loss on a supermarket search task as an example of everyday living activities, (ii) to identify factors influencing the performance, and (iii) to investigate the related compensatory mechanisms. Ten patients with binocular glaucoma (GP), and ten healthy-sighted control subjects (GC) were asked to collect twenty different products chosen randomly in two supermarket racks as quickly as possible. The task performance was rated as "passed" or "failed" with regard to the time per correctly collected item. Based on the performance of control subjects, the threshold value for failing the task was defined as μ+3σ (in seconds per correctly collected item). Eye movements were recorded by means of a mobile eye tracker. Eight out of ten patients with glaucoma and all control subjects passed the task. Patients who failed the task needed significantly longer time (111.47 s ±12.12 s) to complete the task than patients who passed (64.45 s ±13.36 s, t-test, p < 0.001). Furthermore, patients who passed the task showed a significantly higher number of glances towards the visual field defect (VFD) area than patients who failed (t-test, p < 0.05). According to these results, glaucoma patients with defects in the binocular visual field display on average longer search times in a naturalistic supermarket task. However, a considerable number of patients, who compensate by frequent glancing towards the VFD, showed successful task performance. Therefore, systematic exploration of the VFD area seems to be a "time-effective" compensatory mechanism during the present supermarket task.

Trial registration: ClinicalTrials.gov NCT01372319 NCT01372332.

Conflict of interest statement

Competing Interests: The authors have the following interests. PFIZER Pharma GmbH, Berlin, Germany, and MSD, SHARP & DOHME GmbH, Haar, Germany provided financial support to this study. There are no patents, products in development or marketed products to declare. This does not alter the authors’ adherence to all the PLOS ONE policies on sharing data and materials, as detailed online in the guide for authors.

Figures

Figure 1. The drug store corridor with…
Figure 1. The drug store corridor with all marked special-offer products (orange signs) on two racks (each containing six shelves).
Two cameras (marked by blue circles) at the beginning and the end of the corridor were used to record navigation of the subjects during the task.
Figure 2. Value range for (a) the…
Figure 2. Value range for (a) the average number of correctly collected items over all runs, (b) the average time needed to complete the supermarket search task over all runs, and (c) the average time (over all runs) per correctly collected item.
The participant subgroups are marked by GCp/GPp (glaucoma controls/patients who passed), GPf (glaucoma patients who failed).

References

    1. Friedman D, Freeman E, Munoz B, Jampel HD, West SK (2007) Glaucoma and Mobility Performance: The Salisbury Eye Evaluation Project. Ophthalmology 114(12): 2232–2237.
    1. Haymes SA, LeBlanc RP, Nicolela MT, Chiasson LA, Chauhan BC (2007) Risk of falls and motor vehicle collisions in glaucoma. Investigative Ophthalmology & Visual Science 48(3): 1149–1155.
    1. Haymes S, LeBlanc R, Nicolela M, Chiasson L, Chauhan B (2008) Glaucoma and on-road driving performance. Investigative Ophthalmology & Visual Science 49(7): 3035–3041.
    1. Johnson CA, Keltner JL (1983) Incidence of visual field loss in 20,000 eyes and its relationship to driving performance. Archives of Ophthalmology 101(3): 371–375.
    1. Nelson P, Aspinall P, O’Brien C (1999) Patients’ perception of visual impairment in glaucoma: a pilot study. Br J Ophthalmol 83: 546–552.
    1. Ramulu PY (2009) Glaucoma and disability: which tasks are affected, and at what stage of disease? Current Opinion in Ophthalmology 20(2): 92–98.
    1. Szlyk J, Mahler CL, Seiple W, Edward DP, Wilensky JT (2005) Driving performance of glaucoma patients correlates with peripheral visual field loss. Journal of Glaucoma 14(2): 145–150.
    1. Viswanathan AC, McNaught AI, Poinoosawmy D, Fontana L, Crabb DP, et al. (1999) Severity and stability of glaucoma: patient perception compared with objective measurement. Archives of Ophthalmology 117(4): 450–454.
    1. Quigley H, Broman A (2006) The number of people with glaucoma worldwide in 2010 and 2020. British Journal of Ophthalmology 90(3): 262–267.
    1. Bechetoille A, Arnould B, Bron A, Baudouin C, Renard JP, et al. (2008) Measurement of health-related quality of life with glaucoma: validation of the Glau-QoL© 36-item questionnaire. Acta Ophthalmol 86(1): 71–80.
    1. Jampel H, Friedman D, Quigley H, Miller R (2002) Correlation of the binocular visual field with patient assessment of vision. Investigative Ophthalmology & Vision Science 43(4): 1059–1067.
    1. McGwin GJ, Mays A, Joiner W, DeCarlo DK, Hall TA, et al. (2005) Visual field defects and the risk of motor vehicle collisons among patients with glaucoma. Investigative Ophthalmology & Visual Science 46(12): 4437–4441.
    1. McGwin GJ, Mays A, Joiner W, DeCarlo DK, McNeal S, et al. (2004) Is glaucoma associated with motor vehicle collision involvement and driving avoidance? Investigative Ophthalmology & Visual Science 45(11): 3934–3939.
    1. Noe G, Ferraro J, Lamoureux E, Rait J, Keeffe J (2003) Associations between glaucomatous visual field loss and participation in activities of daily living. Clin Experiment Ophthalmol 31(6): 482–486.
    1. Owsley C, Ball K, McGwin G, Sloane ME, Roenker DL, et al. (1998) Visual processing impairment and risk of motor vehicle crash among older adults. JAMA: The Journal of the American Medical Association 279(14): 1083–1088.
    1. Spaeth G, Walt J, Keener J (2006) Evaluation of quality of life for patients with glaucoma. Am J Ophthalmol 141(1): 3–14.
    1. Warrian K, Spaeth GL, Lankaranian D, Lopes J, Steinmann W (2009) The effect of personality on measures of quality of life related to vision in glaucoma patients. Br J Ophthalmol 93(3): 310–315.
    1. Smith N, Crabb DP, Garway-Heath DF (2011) An exploratory study of visual search performance in glaucoma. Ophthalmic and Physiological Optics 31(3): 225–232.
    1. Kasneci E, Sippel K, Aehling K, Heister M, Rosenstiel W, et al. (2014) Driving with Binocular Visual Field Loss? A Study on a Supervised On-road Parcours with Simultaneous Eye and Head Tracking, PLoS ONE 9(2): e87470 10.1371/journal.pone.0087470
    1. Ramulu P, West S, Munoz B, Jampel H, Friedman D (2009) Driving cessation and driving limitation in glaucoma: the Salisbury Eye Evaluation Project. Ophthalmology 116(10): 1846–1853.
    1. Ramulu P, West S, Munoz B, Jampel H, Friedman D (2009) Glaucoma and reading speed: the Salisbury Eye Evaluation Project. Arch Ophthalmol 127(1): 82–87.
    1. Wood JM, Black AA, Lacherez P, Mallon K, Thomas R, et al. (2014) On-road Driving Performance in Older Adults with Glaucoma. Abstract Number 3537, ARVO 2014.
    1. Schuett S, Kentridge RW, Zihl J, Heywood CA (2009) Adaptation of eye movements to simulated hemianopia in reading and visual exploration: Transfer or specificity? Neuropsychologia 47(7): 1712–1720.
    1. Degeratu AM, Rangaswamy A, Wu J (2000) Consumer choice behavior in online and traditional supermarkets: The effects of brand name, price, and other search attributes. International Journal of Research in Marketing 17(1): 55–78.
    1. Tonkin C, Duchowski AT, Kahue J, Schiffgens P, Rischner F (2011) Eye tracking over small and large shopping displays. In Proceedings of the 1st International Workshop on Pervasive Eye Tracking & Mobile Eye-Based Interaction. ACM. 49–52.
    1. Reutskaja E, Nagel R, Camerer CF, Rangel A (2011) Search dynamics in consumer choice under time pressure: An eye-tracking study. The American Economic Review 101(2): 900–926.
    1. Clement J, Kristensen T, Grønhaug K (2013) Understanding consumers’ in-store visual perception: The influence of package design features on visual attention. Journal of Retailing and Consumer Services 20(2): 234–239.
    1. Aulhorn E, Karmeyer H (1977) Frequency distribution in early glaucomatous visual field defects. Doc Ophtamol Proc Ser. 14: 75–83.
    1. Esterman B (1982) Functional scoring of the binocular field. Ophthalmology 89(11): 1226–1234.
    1. Tafaj E, Kasneci G, Rosenstiel W, Bogdan M (2012) Bayesian online clustering of eye movement data. In: Proceedings of the Symposium on Eye Tracking Research and Applications. ETRA ‘12. ACM, New York, NY, USA, 285–288. DOI = 10.1145/2168556.2168617.
    1. Tafaj E, Kübler TC, Kasneci G, Rosenstiel W, Bogdan M (2013) Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception, Artificial Neural Networks and Machine Learning – ICANN 2013. Springer Berlin Heidelberg 2013: 442–450.
    1. Kasneci E, Kasneci G, Kübler T, Rosenstiel W (2014) The Applicability of Probabilistic Methods to the Online Recognition of Fixations and Saccades in Dynamic Scenes. In: Proceedings of the Symposium on Eye Tracking Research and Application, ETRA ‘14. ACM, New York, NY, USA, 323–326.
    1. Crabb DP, Smith ND, Rauscher FG, Chisholm CM, Barbur JL, et al. (2010) Exploring Eye Movements in Patients with Glaucoma When Viewing a Driving Scene. PLoS ONE 5(3): e9710 10.1371/journal.pone.0009710
    1. Vega RP, van Leeuwen PM, Vélez ER, Lemij HG, de Winter JC (2013) Obstacle avoidance, visual detection performance, and eye-scanning behavior of glaucoma patients in a driving simulator: A preliminary study. PloS one, 8(10), e77294.
    1. Vargas-Martín F, Peli E (2006) Eye movements of patients with tunnel vision while walking. Investigative Ophthalmology & Visual Science 47(12): 5295–5302.
    1. Luo A, Parra L, Sajda P (2009) We find before we look: Neural signatures of target detection preceding saccades during visual search. Journal of Vision 9(8): 1207–1207.
    1. Rothkopf CA, Ballard DH, Hayhoe MM (2007) Task and context determine where you look. Journal of Vision 7(14): 16 10.1167/7.14.16
    1. Wiecek E, Pasquale LR, Fiser J, Dakin S, Bex PJ (2012) Effects of peripheral visual field loss on eye movements during visual search. Frontiers in Psychology 3: 472 10.3389/fpsyg.2012.00472
    1. Cornelissen FW, Bruin KJ, Kooijman AC (2005) The influence of artificial scotomas on eye movements during visual search. Optom. Vis. Sci 82(1): 27–35.
    1. Coeckelbergh TRM, Cornelissen FW, Brouwer WH, Kooijman AC (2002) The effect of visual field defects on eye movements and practical fitness to drive. Vision Research 42(5): 669–677.

Source: PubMed

3
Subscribe