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Labonte-LeMoyne E, Cameron AF, Sénécal S, Fredette M, Faubert J, Lepore F, Léger PM. What's that on Your Phone? Effects of Mobile Device Task Type on Pedestrian Performance. HUMAN FACTORS 2024; 66:1068-1080. [PMID: 36426775 PMCID: PMC10900866 DOI: 10.1177/00187208221141175] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
BACKGROUND The number of accidents due to distracted pedestrian is on the rise and many governments and institutions are enacting public policies which restrict texting while walking. However, pedestrians do more than just texting when they use their mobile devices on the go. OBJECTIVE Exploring pedestrian multitasking, this paper aims to examine the effects of mobile device task type on pedestrian performance outcomes. METHOD We performed two studies in lab simulations where 78 participants were asked to perform different tasks on a mobile device (playing a game, reading, writing an email, texting one person, group texting) while performing a pedestrian visual discrimination task while either standing or walking on a treadmill. Behavioral performance as well as neurophysiological data are collected. RESULTS Results show that compared to a no-phone control, multitasking with any of the tasks on a mobile device leads to poor performance on a pedestrian visual discrimination task. Playing a game is the most cognitively demanding task and leads to the greatest performance degradation. CONCLUSION Our studies show that multitasking with a mobile device has the potential to negatively impact pedestrian safety, regardless of task type. However, the impacts of different mobile device tasks are not all equivalent. More research is needed to tease out the different effects of these various tasks and to design mobile applications which effectively and safely capture pedestrians' attention. APPLICATION Public policy, infrastructure, and smart technologies can be used to mitigate the negative effects of mobile multitasking. A more thorough understanding of mobile device task-specific factors at play can help tailor these counter-measures to better aid distracted pedestrians.
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Hazarika A, Rahmati M. Towards an Evolved Immersive Experience: Exploring 5G- and Beyond-Enabled Ultra-Low-Latency Communications for Augmented and Virtual Reality. SENSORS (BASEL, SWITZERLAND) 2023; 23:3682. [PMID: 37050742 PMCID: PMC10098798 DOI: 10.3390/s23073682] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 03/24/2023] [Accepted: 03/31/2023] [Indexed: 06/19/2023]
Abstract
Augmented reality and virtual reality technologies are witnessing an evolutionary change in the 5G and Beyond (5GB) network due to their promising ability to enable an immersive and interactive environment by coupling the virtual world with the real one. However, the requirement of low-latency connectivity, which is defined as the end-to-end delay between the action and the reaction, is very crucial to leverage these technologies for a high-quality immersive experience. This paper provides a comprehensive survey and detailed insight into various advantageous approaches from the hardware and software perspectives, as well as the integration of 5G technology, towards 5GB, in enabling a low-latency environment for AR and VR applications. The contribution of 5GB systems as an outcome of several cutting-edge technologies, such as massive multiple-input, multiple-output (mMIMO) and millimeter wave (mmWave), along with the utilization of artificial intelligence (AI) and machine learning (ML) techniques towards an ultra-low-latency communication system, is also discussed in this paper. The potential of using a visible-light communications (VLC)-guided beam through a learning algorithm for a futuristic, evolved immersive experience of augmented and virtual reality with the ultra-low-latency transmission of multi-sensory tracking information with an optimal scheduling policy is discussed in this paper.
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Ranking Crossing Scenario Complexity for eHMIs Testing: A Virtual Reality Study. MULTIMODAL TECHNOLOGIES AND INTERACTION 2023. [DOI: 10.3390/mti7020016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
External human–machine interfaces (eHMIs) have the potential to benefit AV–pedestrian interactions. The majority of studies investigating eHMIs have used relatively simple traffic environments, i.e., a single pedestrian crossing in front of a single eHMI on a one-lane straight road. While this approach has proved to be efficient in providing an initial understanding of how pedestrians respond to eHMIs, it over-simplifies interactions which will be substantially more complex in real-life circumstances. A process is illustrated in a small-scale study (N = 10) to rank different crossing scenarios by level of complexity. Traffic scenarios were first developed for varying traffic density, visual complexity of the road scene, road geometry, weather and visibility conditions, and presence of distractions. These factors have been previously shown to increase difficulty and riskiness of the crossing task. The scenarios were then tested in a motion-based, virtual reality environment. Pedestrians’ perceived workload and objective crossing behaviour were measured as indirect indicators of the level of complexity of the crossing scenario. Sense of presence and simulator sickness were also recorded as a measure of the ecological validity of the virtual environment. The results indicated that some crossing scenarios were more taxing for pedestrians than others, such as those with road geometries where traffic approached from multiple directions. Further, the presence scores showed that the virtual environments experienced were found to be realistic. This paper concludes by proposing a “complex” environment to test eHMIs under more challenging crossing circumstances.
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Mack M, Stojan R, Bock O, Voelcker-Rehage C. The association of executive functions and physical fitness with cognitive-motor multitasking in a street crossing scenario. Sci Rep 2023; 13:697. [PMID: 36639402 PMCID: PMC9839686 DOI: 10.1038/s41598-022-26438-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 12/14/2022] [Indexed: 01/15/2023] Open
Abstract
Age-related decline in cognitive-motor multitasking performance has been attributed to declines in executive functions and physical fitness (motor coordinative fitness and cardiovascular fitness). It has been suggested that those cognitive and physical resources strongly depend on lifestyle factors such as long-term regular physical activity and cognitive engagement. Although research suggests that there is covariation between components of executive functions and physical fitness, the interdependence between these components for cognitive-motor multitasking performance is not yet clear. The aim of the study was to examine the contribution and interrelationship between executive functions, motor coordinative fitness, and cardiovascular fitness on street crossing while multitasking. We used the more ecologically valid scenario to obtain results that might be directly transferable to daily life situation. Data from 50 healthy older adults (65-75 years, 17 females, recruited in two different cities in Germany) were analyzed. Participants' executive functions (composite score including six tests), motor coordinative fitness (composite score including five tests), and cardiovascular fitness (spiroergometry), as well as their street crossing performance while multitasking were assessed. Street crossing was tested under single-task (crossing a two-line road), and multitask conditions (crossing a two-line road while typing numbers on a keypad as simulation of mobile phone use). Street crossing performance was assessed by use of cognitive outcomes (typing, crossing failures) and motor outcomes (stay time, crossing speed). Linear mixed-effects models showed beneficial main effects of executive functions for typing (p = 0.004) and crossing failures (p = 0.023), and a beneficial main effect of motor coordinative fitness for stay time (p = 0.043). Commonality analysis revealed that the proportion of variance commonly explained by executive functions, motor coordinative fitness, and cardiovascular fitness was small for all street crossing outcomes. For typing and crossing failures (cognitive outcomes), the results further showed a higher relative contribution of executive functions compared to motor coordinative fitness and cardiovascular fitness. For stay time (motor outcome), the results correspondingly revealed a higher relative contribution of motor coordinative fitness compared to executive functions and cardiovascular fitness. The findings suggest that during cognitive-motor multitasking in everyday life, task performance is determined by the components of executive functions and physical fitness related to the specific task demands. Since multitasking in everyday life includes cognitive and motor tasks, it seems to be important to maintain both executive functions and physical fitness for independent living up to old age.
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Affiliation(s)
- Melanie Mack
- Department of Neuromotor Behavior and Exercise, Institute of Sport and Exercise Sciences, University of Münster, Wilhelm-Schickard-Straße 8, 48149, Muenster, Germany
| | - Robert Stojan
- Department of Neuromotor Behavior and Exercise, Institute of Sport and Exercise Sciences, University of Münster, Wilhelm-Schickard-Straße 8, 48149, Muenster, Germany.,Institute of Human Movement Science and Health, Chemnitz University of Technology, Thueringer Weg 11, 09126, Chemnitz, Germany
| | - Otmar Bock
- Institute of Human Movement Science and Health, Chemnitz University of Technology, Thueringer Weg 11, 09126, Chemnitz, Germany.,Institute of Exercise Training and Sport Informatics, German Sport University, Am Sportpark Muengersdorf 6, 50927, Cologne, Germany
| | - Claudia Voelcker-Rehage
- Department of Neuromotor Behavior and Exercise, Institute of Sport and Exercise Sciences, University of Münster, Wilhelm-Schickard-Straße 8, 48149, Muenster, Germany. .,Institute of Human Movement Science and Health, Chemnitz University of Technology, Thueringer Weg 11, 09126, Chemnitz, Germany.
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Zhou Y, Zhao Y, Xiang Z, Yan Z, Shu L, Xu X, Zhang L, Tian X. A dual-task-embedded virtual reality system for intelligent quantitative assessment of cognitive processing speed. Front Hum Neurosci 2023; 17:1158650. [PMID: 37063104 PMCID: PMC10097903 DOI: 10.3389/fnhum.2023.1158650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 03/13/2023] [Indexed: 04/18/2023] Open
Abstract
Introduction Processing speed is defined as the ability to quickly process information, which is generally considered as one of the affected cognitive functions of multiple sclerosis and schizophrenia. Paper-pencil type tests are traditionally used in the assessment of processing speed. However, these tests generally need to be conducted under the guidance of clinicians in a specific environment, which limits their application in cognitive assessment or training in daily life. Therefore, this paper proposed an intelligent evaluation method of processing speed to assist clinicians in diagnosis. Methods We created an immersive virtual street embedded with Stroop task (VR-Street). The behavior and performance information was obtained by performing the dual-task of street-crossing and Stroop, and a 50-participant dataset was established with the label of standard scale. Utilizing Pearson correlation coefficient to find the relationship between the dual-task features and the cognitive test results, and an intelligent evaluation model was developed using machine learning. Results Statistical analysis showed that all Stroop task features were correlated with cognitive test results, and some behavior features also showed correlation. The estimated results showed that the proposed method can estimate the processing speed score with an adequate accuracy (mean absolute error of 0.800, relative accuracy of 0.916 and correlation coefficient of 0.804). The combination of Stroop features and behavior features showed better performance than single task features. Discussion The results of this work indicates that the dual-task design in this study better mobilizes participants' attention and cognitive resources, and more fully reflects participants' cognitive processing speed. The proposed method provides a new opportunity for accurate quantitative evaluation of cognitive function through virtual reality.
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Affiliation(s)
- Yuzhao Zhou
- School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China
| | - Yixuan Zhao
- School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China
| | - Zirui Xiang
- School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China
| | - Zhixin Yan
- School of Future Technology, South China University of Technology, Guangzhou, China
| | - Lin Shu
- School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China
- School of Future Technology, South China University of Technology, Guangzhou, China
- Pazhou Lab, Guangzhou, China
- *Correspondence: Lin Shu,
| | - Xiangmin Xu
- School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China
- School of Future Technology, South China University of Technology, Guangzhou, China
- Zhongshan Institute of Modern Industrial Technology of South China, University of Technology, Zhongshan, China
| | - Lulu Zhang
- Department of Psychiatry, Guangzhou First People’s Hospital, The Second Affiliated Hospital, South China University of Technology, Guangzhou, China
| | - Xiang Tian
- School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China
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Kwon JH, Kim J, Kim S, Cho GH. Pedestrians safety perception and crossing behaviors in narrow urban streets: An experimental study using immersive virtual reality technology. ACCIDENT; ANALYSIS AND PREVENTION 2022; 174:106757. [PMID: 35714518 DOI: 10.1016/j.aap.2022.106757] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 04/21/2022] [Accepted: 06/10/2022] [Indexed: 06/15/2023]
Abstract
Virtual reality (VR) technology emerges as a promising tool for investigating human perception and behavior in highly controlled, immersive, and risk-free environments. This study proposed to apply simulated VR technology to investigate the interactions between perceived crash risk and behavior patterns in a road crossing with changes in the safety-related environmental attributes. In the context of the 8-meter-wide segment in a residential block, 35 VR environments with variations of six environmental attributes were generated. Two hundred participants were recruited for the experiment. The measured behavioral outcomes were 1) waiting and reaction time in the decision phase before crossing and 2) crossing speed and gait variability in the crossing phase. Random effect regression and multi-level structural equation models were constructed to test the study hypotheses. The results demonstrated that environmental attributes, including barriers to visibility (coefficient = 0.446), geometric patterns (coefficient = -0.625), and pavement signs (coefficient = -0.502), were associated with the pedestrians' perceived risk, but the influence varied by street types. In addition, changes in the perceived threats to pedestrians were found to mediate the environment-crossing behavior relationship (coefficient of the indirect effect = 0.679). Those who perceive higher crash risk took longer to decide to start walking at a crosswalk and tended to walk in haste while crossing the road. Using VR technology, the present study addressed an inter-relationship between environmental characteristics, cognition, and crossing behavior, contributing to better knowledge on road safety interventions to reduce the risk of pedestrian-involved crashes.
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Affiliation(s)
- Jae-Hong Kwon
- School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Republic of Korea.
| | - Jeongseob Kim
- School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Republic of Korea.
| | - Seungnam Kim
- Department of Urban Design and Studies, Chung-Ang University, Republic of Korea.
| | - Gi-Hyoug Cho
- School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Republic of Korea.
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Larue GS, Watling CN. Prevalence and dynamics of distracted pedestrian behaviour at railway level crossings: Emerging issues. ACCIDENT; ANALYSIS AND PREVENTION 2022; 165:106508. [PMID: 34902625 DOI: 10.1016/j.aap.2021.106508] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 10/06/2021] [Accepted: 11/22/2021] [Indexed: 06/14/2023]
Abstract
Recent increases in pedestrian collisions have led to several studies investigating the effects of distraction on pedestrian behaviour at road intersections. Although distraction has been identified as a contributing factor to pedestrian crashes at railway crossings, only limited research is available regarding the prevalence of this behaviour occurring at railway level crossings. It is, therefore, essential to better understand distraction prevalence at railway crossings to support the use of countermeasures to improve safety outcomes. We conducted field observations at a railway crossing in Brisbane, Australia and its adjacent road intersection to gauge the prevalence of distracted pedestrians. Overall, 585 pedestrians were observed and video recorded during the daytime. The video recordings were coded to estimate the prevalence of distraction behaviour that road users engaged in, factors that affected these proportions, and dynamic changes in behaviour. Compliance with signals was also analysed. We found distraction behaviours such as talking and looking at the mobile screen (41.9%) while walking to be prevalent and affected by age. Highly distractive tasks were found to be less commonplace at the railway crossing, accounting for 3% of the observations. Still, pedestrians at the railway crossing engaged in these highly distractive tasks on their phones for a much longer period of time. While most non-compliances (with traffic lights) occurred among attentive pedestrians and are likely to be intentional, non-compliances by distracted pedestrians were also observed, highlighting that distraction can lead to unsafe decisions or lack of decisions that result in unsafe behaviours. Finally, distraction was found to be a dynamic phenomenon as a few pedestrians stopped engaging in distractive tasks once they reached the crossing, while others engaged in more distractive tasks once they were on the road or crossing. Our study shows that pedestrian distraction is a prevalent issue at railway crossings and future research is required to further understand and mitigate this changing behaviour.
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Affiliation(s)
- Grégoire S Larue
- Queensland University of Technology (QUT), Centre for Accident Research and Road Safety - Queensland (CARRS-Q), Brisbane, Australia.
| | - Christopher N Watling
- Queensland University of Technology (QUT), Centre for Accident Research and Road Safety - Queensland (CARRS-Q), Brisbane, Australia
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Kulkarni N, Patel P, Joshi R, Gazbare P. Effects of mobile phone texting on postural control and gait parameters in college students. MEDICAL JOURNAL OF DR. D.Y. PATIL VIDYAPEETH 2022. [DOI: 10.4103/mjdrdypu.mjdrdypu_36_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Evaluation of Multimodal External Human–Machine Interface for Driverless Vehicles in Virtual Reality. Symmetry (Basel) 2021. [DOI: 10.3390/sym13040687] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
With the development and promotion of driverless technology, researchers are focusing on designing varied types of external interfaces to induce trust in road users towards this new technology. In this paper, we investigated the effectiveness of a multimodal external human–machine interface (eHMI) for driverless vehicles in virtual environment, focusing on a two-way road scenario. Three phases of identifying, decelerating, and parking were taken into account in the driverless vehicles to pedestrian interaction process. Twelve eHMIs are proposed, which consist of three visual features (smile, arrow and none), three audible features (human voice, warning sound and none) and two physical features (yielding and not yielding). We conducted a study to gain a more efficient and safer eHMI for driverless vehicles when they interact with pedestrians. Based on study outcomes, in the case of yielding, the interaction efficiency and pedestrian safety in multimodal eHMI design was satisfactory compared to the single-modal system. The visual modality in the eHMI of driverless vehicles has the greatest impact on pedestrian safety. In addition, the “arrow” was more intuitive to identify than the “smile” in terms of visual modality.
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The Effects of Mobile Texting and Walking Speed on Gait Characteristics of Normal Weight and Obese Adults. Motor Control 2020; 24:588-604. [PMID: 32916659 DOI: 10.1123/mc.2020-0006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 05/27/2020] [Accepted: 06/17/2020] [Indexed: 11/18/2022]
Abstract
The aim of this study was to examine how usage of mobile devices while simultaneously walking affects walking characteristics and texting performance of normal weight (NW) and obese (OB) individuals. Thirty-two OB (body mass index [BMI] = 34.4) and NW (BMI = 22.7) adults performed two 60-s walking trials at three-step frequencies along a rectangular walkway in two conditions (No Texting and Texting). Dual-task cost as well as unadjusted spatial and temporal gait characteristics were measured. Dual-task costs for the gait parameters as well as texting performance were not different between the groups, except for the lateral step variability showing a larger variability at the preferred frequency in OB individuals. For the unadjusted variables, OB exhibited longer double support, longer stance time, and lower turn velocity compared with NW. Overall, the results highlight a similar dual-task cost for the OB individuals compared with the NW individuals, in spite of underlying differences in gait mechanics.
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Ye Y, Wong SC, Li YC, Lau YK. Risks to pedestrians in traffic systems with unfamiliar driving rules: a virtual reality approach. ACCIDENT; ANALYSIS AND PREVENTION 2020; 142:105565. [PMID: 32361475 DOI: 10.1016/j.aap.2020.105565] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 04/15/2020] [Accepted: 04/15/2020] [Indexed: 06/11/2023]
Abstract
In this study, a virtual-reality (VR) pedestrian simulation method was used to evaluate the risks to pedestrians crossing streets in a traffic system with driving rules that were unfamiliar to them. Pedestrians from mainland China (which has a right-side driving (RD) system) and Hong Kong (which has a left-side driving (LD) system) were studied. Significant differences were observed between pedestrians from the different locations in terms of the direction in which the pedestrians habitually first looked before crossing. When exposed to an unfamiliar driving rule (i.e., traffic coming from an inconsistent direction in terms of participants' habitual driving system), the odds of participants from mainland China making an error in their looking behavior were 2.93 times those when exposed to a familiar driving rule. Road markings and traffic sound did not improve these participants' looking behavior. The results also show a negative correlation between inattentive looking behavior and time to collision (significant at the 1% level), as these errors lead to a shorter time to collision and increased the risk to pedestrians. The results of this study confirmed the risks for pedestrians traveling to places with unfamiliar driving rules and confirmed the existence of habitual looking behavior, and therefore provide evidence of the need for future studies to improve this problem. These may help decision makers take the risks of pedestrians from different driving rules into consideration in future traffic policymaking or traffic-facility improvements. The use of a VR simulation-based approach in this study provided a safe and controllable way to trial interventions and potential improvements without risking injury to participants, and thus may also be used for similar future studies.
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Affiliation(s)
- Yun Ye
- Department of Civil Engineering, The University of Hong Kong, China.
| | - S C Wong
- Department of Civil Engineering, The University of Hong Kong, China.
| | - Y C Li
- Department of Civil Engineering, The University of Hong Kong, China.
| | - Y K Lau
- Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong, China.
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12
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Ha SY, Jung YJ, Shin D. The effect of smartphone uses on gait and obstacle collision during walking. Med Hypotheses 2020; 141:109730. [PMID: 32305813 DOI: 10.1016/j.mehy.2020.109730] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 04/02/2020] [Accepted: 04/08/2020] [Indexed: 11/24/2022]
Abstract
OBJECTIVE This study aims to investigate the impact of obstacle collision according to the presence or absence of light and the change of gait when using smartphones while walking. STUDY DESIGN/SETTING A cross-sectional study. SUBJECTS 24 healthy young people. METHODS Obstacle collision was measured in participants as they passed through four obstacles at different heights (eyes, waist, knees, ankle level), with the lights turned on. The same was measured with the lights turned off. To measure spatiotemporal variables, GAITRite was used. Obstacle collision was used in the frequency analysis, and the spatiotemporal variables were assessed using one-way ANOVA test. The post-hoc Tukey's test was used to detect spatiotemporal variables differences (p < 0.05). RESULTS Obstacle collision was the highest at eye level when playing games and messaging while walking. It was also higher when lights were turned off rather than when lights were on. Gait function decreased while walking when messaging or playing games on a smartphone as compared to when walking without a smartphone. CONCLUSION Understanding the collision rate of various obstacles encountered when using smartphones while walking could contribute to the prevention of accidents.
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Affiliation(s)
- Sun-Young Ha
- Department of Physical Therapy, Graduate School of Kyungnam University, Republic of Korea
| | - Ye-Jin Jung
- Department of Physical Therapy, College of Health Sciences, Kyungnam University, Republic of Korea
| | - DooChul Shin
- Department of Physical Therapy, College of Health Sciences, Kyungnam University, Republic of Korea.
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13
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Simmons SM, Caird JK, Ta A, Sterzer F, Hagel BE. Plight of the distracted pedestrian: a research synthesis and meta-analysis of mobile phone use on crossing behaviour. Inj Prev 2020; 26:170-176. [PMID: 32015086 DOI: 10.1136/injuryprev-2019-043426] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 11/15/2019] [Accepted: 11/19/2019] [Indexed: 11/03/2022]
Abstract
BACKGROUND Pedestrians are commonly involved in vehicle collisions that result in injuries and fatalities. Pedestrian distraction has become an emerging safety issue as more pedestrians use their mobile phones while walking and crossing the street. OBJECTIVES The purpose of this research synthesis and meta-analysis is to determine the extent to which cell phone conversation, text messaging or browsing, and listening to music affect a number of common pedestrian behavioural measures. METHODS A keyword search was developed with a subject librarian that used MeSH terms from selected databases including PsycINFO, SPORTDiscus, Medline and TRID. Supplemental searches were also conducted with Google Scholar and Mendeley. EFFECT SIZE CODING Thirty-three studies met inclusion criteria and were subjected to data extraction. Statistical information (ie, M, SD, SE, 95% CI, OR, F, t) was extracted to generate standardised mean difference effect sizes (ie, Cohen's d) and r effect sizes. RESULTS Fourteen experimental studies were ultimately included in an N-weighted meta-analysis (k=81 effect sizes), and eight observational studies were included in a qualitative overview. Both mobile phone conversation and text messaging increased rates of hits and close calls. Texting decreased rates of looking left and right prior to and/or during street crossing. As might be expected, text messaging was generally found to have the most detrimental effect on multiple behavioural measures. LIMITATIONS A variety of study quality issues limit the interpretation and generalisation of the results, which are described, as are future study measurement and methods improvements.
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Affiliation(s)
- Sarah M Simmons
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Jeff K Caird
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada .,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Alicia Ta
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Franci Sterzer
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Brent E Hagel
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,O'Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Canada.,Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada.,Department of Pediatrics, University of Calgary, University of Calgary, Calgary, Alberta, Canada.,Alberta Children's Hospital Research Institute, Alberta Children's Hospital Research Institute, Calgary, Calgary, Canada
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14
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The Effect of Age on Gait Speed When Texting. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17020599. [PMID: 31963409 PMCID: PMC7014418 DOI: 10.3390/ijerph17020599] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 01/14/2020] [Accepted: 01/14/2020] [Indexed: 11/22/2022]
Abstract
Texting while walking exerts a high cognitive load, and may be a sensitive test of the integrity of the cognitive–motor interface. We aimed to investigate the association between chronological age and gait speed while texting. A convenience sample of 308 community-dwellers was recruited: n ≥ 50 in each age group (20–29, 30–39, 40–49, 50–59) and n = 100 aged ≥60 years. Gait speed was measured over 10 metres under two experimental conditions: 1) walking at usual pace; 2) walking at usual pace while texting the message “Good morning Harry” on their smartphone. Both median gait speed with and without texting decreased with increasing age (p < 0.001). The differences between single- and dual-task gait speed were substantial for each age group and increased after the age of 50 years (p < 0.001). Median gait speeds while texting in people aged 50–59 (1.07 m/s) and ≥60 years (1.00 m/s) were below the recommended minimum for safely crossing roads (1.20 m/s). Texting while walking currently exposes people aged 50 and over to considerable environmental hazards. The significant slowing of gait speed while texting from middle age may be a marker of neurodegeneration, a cohort effect, or an appropriate compensatory response to reduce the risk of injury.
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Pharo E. Extent of mobile phone use by pedestrians on controlled crossings in central Hobart, Tasmania. ACTA ACUST UNITED AC 2019. [DOI: 10.33492/jacrs-d-18-00005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Distracted walking is one way that pedestrians increase their risk of injury, but little is known about the extent of the problem. I quantified the extent of phone use by pedestrians over seven hours at each of the 10 signalised crossings in central Hobart. Of the 16,032 people counted, 12.4% of pedestrians were using phones: 4.6% were reading or typing on their phone, 2.3% were talking and another 5.5% were listening to headphones. The latter figure will be an underestimate because of the difficulty of seeing headphones obscured by hats and long hair. At the busiest sites at two ends of a pedestrian mall, there were as many as 155 and 158 people in a one hour period looking down at their phones to read or type. Fortunately these two roads had slow moving vehicle traffic, meaning consequences of crashes would likely be minor. However, four of the sites crossed wide, 50kph, arterial roads, so a combination of responses will be needed to lower crash risk, including education, enforcement and consideration of safe road speeds.
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Affiliation(s)
- Emma Pharo
- School of Technology, Environments and Design, College of Science and Engineering, University of Tasmania, Hobart, Tasmania, Australia
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16
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Tian Y, Huang Y, He J, Wei K. What affects gait performance during walking while texting? A comparison of motor, visual and cognitive factors. ERGONOMICS 2018; 61:1507-1518. [PMID: 30009681 DOI: 10.1080/00140139.2018.1493153] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Accepted: 06/18/2018] [Indexed: 06/08/2023]
Abstract
Texting on a cell phone disrupts walkers' gait performance. The performance decrement has been attributed to increased motor demand, decreased visual information and increased cognitive load. However, relative contributions of motor, visual and cognitive factors are poorly understood. Here we quantitatively estimated the relative contributions of these factors by comparing multiple walking conditions. Thirty-two adults walked for 20 m, with or without a dual task on the phone. The dual task was either a cognitively demanding digit ordering task or a casual tapping task. Gait performance was assessed using gait speed, stride length, stride time and stride time variability. Results showed that texting negatively impacted gait performance. Importantly, we found that cognitive factor contributed the most, visual factor the least, and motor factor in between. Our findings resolve the inconsistency in the literature and unambiguously show that motor, visual and cognitive factors caused by simultaneous phone use all contribute to gait alterations. Practitioner Summary: Walking performance is typically worsened when a concurrent phone use task such as texting is performed. We found that visual, motor and cognitive factors contributed to this performance decrement with increasing importance. Besides resolving inconsistency among previous reports, we also raised theoretical and practical concerns for phone use during walking.
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Affiliation(s)
- Yu Tian
- a School of Psychological and Cognitive Sciences , Peking University , Beijing , China
- b Beijing Key Laboratory of Behavior and Mental Health , Beijing , China
- c National Key Laboratory of Human Factors Engineering , China Astronaut Research and Training Center , Beijing , China
| | - Yifei Huang
- a School of Psychological and Cognitive Sciences , Peking University , Beijing , China
| | - Jibo He
- d Department of Psychology , Sichuan University of Science and Engineering , Zigong, Sichuan , China
- e Department of Psychology , Wichita State University , Wichita , KS , USA
| | - Kunlin Wei
- a School of Psychological and Cognitive Sciences , Peking University , Beijing , China
- b Beijing Key Laboratory of Behavior and Mental Health , Beijing , China
- f Key Laboratory of Machine Perception , Ministry of Education , Beijing , China
- g Peking-Tsinghua Center for Life Sciences, Peking University , Beijing , China
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17
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Pau M, Porta M, Pilloni G, Corona F, Fastame MC, Hitchcott PK, Penna MP. Texting While Walking Induces Gait Pattern Alterations in Healthy Older Adults. ACTA ACUST UNITED AC 2018. [DOI: 10.1177/1541931218621433] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The use of a mobile phone for texting purposes results in distracted walking which may lead to injuries. In particular, texting while walking has been shown to induce significant alterations in gait patterns. This study aimed to assess whether changes in the main spatio-temporal parameters of gait when simultaneously engaged in texting on a smartphone and walking are different in older adults relative to young and middle- aged individuals. A total of 57 participants divided in three groups (19 older adults aged over 65, 19 young aged 20-40 and 19 middle-aged aged 41-64) were tested in two conditions: walking, and walking while texting on a smartphone. Spatio-temporal parameters of gait were assessed using a wearable accelerometer located on the lower back. The results show that texting induced similar reduction of gait speed, stride length and cadence in all groups. Slight (although significant) alterations of stance, swing and double support phases duration were found only for middle-aged participants. Such findings suggest that modifications of gait patterns due to texting seem unaffected by age, probably due to different perceptions of the cognitive complexity of the task and differential prioritization of its motor and cognitive aspects.
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Affiliation(s)
- Massimiliano Pau
- Department of Mechanical, Chemical and Material Engineering, University of Cagliari, Italy
| | - Micaela Porta
- Department of Mechanical, Chemical and Material Engineering, University of Cagliari, Italy
| | - Giuseppina Pilloni
- Department of Mechanical, Chemical and Material Engineering, University of Cagliari, Italy
| | - Federica Corona
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Italy
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18
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Smartphone use during ambulation and pedestrian trauma: A public health concern. J Trauma Acute Care Surg 2018; 85:1092-1101. [PMID: 30124625 DOI: 10.1097/ta.0000000000002051] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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19
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Xiong A, Proctor RW. Information Processing: The Language and Analytical Tools for Cognitive Psychology in the Information Age. Front Psychol 2018; 9:1270. [PMID: 30135664 PMCID: PMC6092626 DOI: 10.3389/fpsyg.2018.01270] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 07/03/2018] [Indexed: 01/01/2023] Open
Abstract
The information age can be dated to the work of Norbert Wiener and Claude Shannon in the 1940s. Their work on cybernetics and information theory, and many subsequent developments, had a profound influence on reshaping the field of psychology from what it was prior to the 1950s. Contemporaneously, advances also occurred in experimental design and inferential statistical testing stemming from the work of Ronald Fisher, Jerzy Neyman, and Egon Pearson. These interdisciplinary advances from outside of psychology provided the conceptual and methodological tools for what is often called the cognitive revolution but is more accurately described as the information-processing revolution. Cybernetics set the stage with the idea that everything ranging from neurophysiological mechanisms to societal activities can be modeled as structured control systems with feedforward and feedback loops. Information theory offered a way to quantify entropy and information, and promoted theorizing in terms of information flow. Statistical theory provided means for making scientific inferences from the results of controlled experiments and for conceptualizing human decision making. With those three pillars, a cognitive psychology adapted to the information age evolved. The growth of technology in the information age has resulted in human lives being increasingly interweaved with the cyber environment, making cognitive psychology an essential part of interdisciplinary research on such interweaving. Continued engagement in interdisciplinary research at the forefront of technology development provides a chance for psychologists not only to refine their theories but also to play a major role in the advent of a new age of science.
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Affiliation(s)
| | - Robert W. Proctor
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, United States
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Janouch C, Drescher U, Wechsler K, Haeger M, Bock O, Voelcker-Rehage C. Cognitive-Motor Interference in an Ecologically Valid Street Crossing Scenario. Front Psychol 2018; 9:602. [PMID: 29774001 PMCID: PMC5944128 DOI: 10.3389/fpsyg.2018.00602] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Accepted: 04/10/2018] [Indexed: 11/22/2022] Open
Abstract
Laboratory-based research revealed that gait involves higher cognitive processes, leading to performance impairments when executed with a concurrent loading task. Deficits are especially pronounced in older adults. Theoretical approaches like the multiple resource model highlight the role of task similarity and associated attention distribution problems. It has been shown that in cases where these distribution problems are perceived relevant to participant's risk of falls, older adults prioritize gait and posture over the concurrent loading task. Here we investigate whether findings on task similarity and task prioritization can be transferred to an ecologically valid scenario. Sixty-three younger adults (20–30 years of age) and 61 older adults (65–75 years of age) participated in a virtual street crossing simulation. The participants' task was to identify suitable gaps that would allow them to cross a simulated two way street safely. Therefore, participants walked on a manual treadmill that transferred their forward motion to forward displacements in a virtual city. The task was presented as a single task (crossing only) and as a multitask. In the multitask condition participants were asked, among others, to type in three digit numbers that were presented either visually or auditorily. We found that for both age groups, street crossing as well as typing performance suffered under multitasking conditions. Impairments were especially pronounced for older adults (e.g., longer crossing initiation phase, more missed opportunities). However, younger and older adults did not differ in the speed and success rate of crossing. Further, deficits were stronger in the visual compared to the auditory task modality for most parameters. Our findings conform to earlier studies that found an age-related decline in multitasking performance in less realistic scenarios. However, task similarity effects were inconsistent and question the validity of the multiple resource model within ecologically valid scenarios.
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Affiliation(s)
- Christin Janouch
- Faculty of Behavioral and Social Sciences, Institute of Human Movement Science and Health, Chemnitz University of Technology, Chemnitz, Germany
| | - Uwe Drescher
- Institute of Physiology and Anatomy, German Sport University Cologne, Cologne, Germany
| | - Konstantin Wechsler
- Institute of Physiology and Anatomy, German Sport University Cologne, Cologne, Germany
| | - Mathias Haeger
- Institute of Physiology and Anatomy, German Sport University Cologne, Cologne, Germany
| | - Otmar Bock
- Institute of Physiology and Anatomy, German Sport University Cologne, Cologne, Germany
| | - Claudia Voelcker-Rehage
- Faculty of Behavioral and Social Sciences, Institute of Human Movement Science and Health, Chemnitz University of Technology, Chemnitz, Germany
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21
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Niederer D, Bumann A, Mühlhauser Y, Schmitt M, Wess K, Engeroff T, Wilke J, Vogt L, Banzer W. Specific smartphone usage and cognitive performance affect gait characteristics during free-living and treadmill walking. Gait Posture 2018; 62:415-421. [PMID: 29649707 DOI: 10.1016/j.gaitpost.2018.04.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 04/04/2018] [Accepted: 04/05/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Mobile phone tasks like texting, typing, and dialling during walking are known to impact gait characteristics. Beyond that, the effects of performing smartphone-typical actions like researching and taking self-portraits (selfie) on gait have not been investigated yet. RESEARCH QUESTION We aimed to investigate the effects of smartphone usage on relevant gait characteristics and to reveal potential association of basic cognitive and walking plus smartphone dual-task abilities. METHODS Our cross-sectional, cross-over study on physically active, healthy participants was performed on two days, interrupted by a 24-h washout in between. Assessments were: 1) Cognitive testing battery consisting of the trail making test (TMT A and B) and the Stroop test 2) Treadmill walking under five smartphone usage conditions: no use (control condition), reading, dialling, internet searching and taking a selfie in randomized order. Kinematic and kinetic gait characteristics were assessed to estimate conditions influence. RESULTS In our sample of 36 adults (24.6 ± 1 years, 23 female, 13 male), ANCOVAs followed by post-hoc t-tests revealed that smartphone usage impaired all tested gait characteristics: gait speed (decrease, all conditions): F = 54.7, p < 0.001; cadence (increase, all): F = 38.3, p < 0.001; double stride length (decrease, all): F = 33.8, p < 0.001; foot external rotation (increase during dialling, researching, selfie): F = 16.7, p < 0.001; stride length variability (increase): F = 11.7, p < 0.001; step width variability (increase): F = 5.3, p < 0.001; step width (Friedmann test and Wilcoxon Bonferroni-Holm-corrected post-hoc analyses, increase): Z = -2.3 to -2.9; p < 0.05); plantar pressure proportion (increase during reading and researching) (Z = -2.9; p < 0.01). The ability to keep usual gait quality during smartphone usage was systematically associated with the TMT B time regarding cadence and double stride length for reading (r = -0.37), dialling (r = -0.35) and taking a selfie (r = -0.34). SIGNIFICANCE Smartphone usage substantially impacts walking characteristics in most situations. Changes of gait patterns indicate higher cognitive loads and lower awareness.
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Affiliation(s)
- Daniel Niederer
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany.
| | - Anke Bumann
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Yvonne Mühlhauser
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Mareike Schmitt
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Katja Wess
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Tobias Engeroff
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Jan Wilke
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Lutz Vogt
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Winfried Banzer
- Department of Sports Medicine, Goethe University Frankfurt, Frankfurt am Main, Germany
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22
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Szu-Hua C, On-Yee L, Taylor K, Li-Shan C. Concurrent phone texting alters crossing behavior and induces gait imbalance during obstacle crossing. Gait Posture 2018; 62:422-425. [PMID: 29653403 PMCID: PMC6360946 DOI: 10.1016/j.gaitpost.2018.04.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Revised: 04/03/2018] [Accepted: 04/04/2018] [Indexed: 02/02/2023]
Abstract
Texting during walking has become a very common daily activity and could alter gait performance, especially during locomotion when additional visual attention is demanded, such as obstacle crossing. The purpose of this study was to examine biomechanical changes in obstructed gait characteristics while engaging in a phone texting activity. Gait analyses were performed on ten young healthy adults under the following two tasks: 1) walking and crossing an obstacle set at a 10% of the subject's height and 2) walking and crossing an obstacle while responding to a text message. Whole body motion data were collected with a 10-camera motion capture system. Our data demonstrated that a conservative gait pattern was adopted while performing texting when approaching and crossing over the obstacle, which was indicated by slower walking speeds and greater toe-obstacle clearances. This gait pattern was, however, accompanied by a greater body sway in the frontal plane during crossing, which could be an indication of perturbed gait balance control. Increased visual-attentional demand from a concurrent phone texting could negatively impact young pedestrians' safety during obstacle crossing.
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Affiliation(s)
- Chen Szu-Hua
- Department of Human Physiology, 122 Esslinger Hall, 1240 University of Oregon, Eugene, OR 97403, USA
| | - Lo On-Yee
- Department of Human Physiology, 122 Esslinger Hall, 1240 University of Oregon, Eugene, OR 97403, USA,Hebrew Senior Life, Harvard Medical School, Institute for Aging Research, 1200 Centre St, Boston, MA 02131, USA
| | - Kay Taylor
- Department of Human Physiology, 122 Esslinger Hall, 1240 University of Oregon, Eugene, OR 97403, USA
| | - Chou Li-Shan
- Department of Human Physiology, 122 Esslinger Hall, 1240 University of Oregon, Eugene, OR 97403, USA,Corresponding author. (L.-S. Chou)
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23
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Pau M, Corona F, Pilloni G, Porta M, Coghe G, Cocco E. Texting while walking differently alters gait patterns in people with multiple sclerosis and healthy individuals. Mult Scler Relat Disord 2017; 19:129-133. [PMID: 29216541 DOI: 10.1016/j.msard.2017.11.021] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Revised: 09/18/2017] [Accepted: 11/26/2017] [Indexed: 02/09/2023]
Abstract
BACKGROUND In recent times, increasing safety concerns have been associated with the use of mobile phones by pedestrians. In particular, texting has been shown to significantly alter gait patterns. However, no specific investigations have been performed on people with Multiple Sclerosis (pwMS), who are already characterized by gait dysfunctions caused by the disease. OBJECTIVE To assess the existence of possible alterations in spatio-temporal parameters of gait in pwMS when simultaneously texting on a smartphone and walking. METHODS Fifty-four pwMS (mean age 40.5 ± 10.5) and 40 age-matched unaffected individuals were tested in two conditions: walking, and walking while texting on a smartphone. Spatio-temporal parameters of gait were assessed using a wearable accelerometer located on the lower back. RESULTS Texting induces reduction of gait speed, stride length and cadence in both groups, but such changes were smaller in magnitude in pwMS. An increase of stance and double support and reduction of swing phase were observed in pwMS only. CONCLUSIONS Texting alters gait patterns of pwMS differently from unaffected individuals, probably due to a different prioritization of the task, which appears to take into account the motor and sensory impairments associated with the disease by favoring the motor task.
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Affiliation(s)
- Massimiliano Pau
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Piazza d'Armi, 09123 Cagliari, Italy.
| | - Federica Corona
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Piazza d'Armi, 09123 Cagliari, Italy
| | - Giuseppina Pilloni
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Piazza d'Armi, 09123 Cagliari, Italy
| | - Micaela Porta
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Piazza d'Armi, 09123 Cagliari, Italy; Multiple Sclerosis Centre, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Giancarlo Coghe
- Multiple Sclerosis Centre, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Eleonora Cocco
- Multiple Sclerosis Centre, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
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24
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Deb S, Carruth DW, Sween R, Strawderman L, Garrison TM. Efficacy of virtual reality in pedestrian safety research. APPLIED ERGONOMICS 2017; 65:449-460. [PMID: 28318502 DOI: 10.1016/j.apergo.2017.03.007] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 03/04/2017] [Accepted: 03/06/2017] [Indexed: 06/06/2023]
Abstract
Advances in virtual reality technology present new opportunities for human factors research in areas that are dangerous, difficult, or expensive to study in the real world. The authors developed a new pedestrian simulator using the HTC Vive head mounted display and Unity software. Pedestrian head position and orientation were tracked as participants attempted to safely cross a virtual signalized intersection (5.5 m). In 10% of 60 trials, a vehicle violated the traffic signal and in 10.84% of these trials, a collision between the vehicle and the pedestrian was observed. Approximately 11% of the participants experienced simulator sickness and withdrew from the study. Objective measures, including the average walking speed, indicate that participant behavior in VR matches published real world norms. Subjective responses indicate that the virtual environment was realistic and engaging. Overall, the study results confirm the effectiveness of the new virtual reality technology for research on full motion tasks.
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Affiliation(s)
- Shuchisnigdha Deb
- Department of Industrial & Systems Engineering, Mississippi State University, PO Box 9542, Mississippi State, MS, 39762, USA.
| | - Daniel W Carruth
- Center for Advanced Vehicular Systems, Mississippi State University, PO Box 5405, Mississippi State, MS, 39762, USA
| | - Richard Sween
- Center for Advanced Vehicular Systems, Mississippi State University, PO Box 5405, Mississippi State, MS, 39762, USA
| | - Lesley Strawderman
- Department of Industrial & Systems Engineering, Mississippi State University, PO Box 9542, Mississippi State, MS, 39762, USA
| | - Teena M Garrison
- Center for Advanced Vehicular Systems, Mississippi State University, PO Box 5405, Mississippi State, MS, 39762, USA
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25
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Krasovsky T, Weiss PL, Kizony R. A narrative review of texting as a visually-dependent cognitive-motor secondary task during locomotion. Gait Posture 2017; 52:354-362. [PMID: 28043057 DOI: 10.1016/j.gaitpost.2016.12.027] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Revised: 12/12/2016] [Accepted: 12/20/2016] [Indexed: 02/02/2023]
Abstract
Typing while walking is an example of people's ability to interact with technology while engaged in real life activities. Indeed, an increasing number of studies have investigated the typing of text messages (texting) as a dual task during locomotion. The objective of this review is to (1) describe the task requirements of texting-while-walking, (2) evaluate the measurement and psychometric properties of texting as a dual task, and (3) formulate methodological recommendations for researchers who use and report on texting-while-walking. Twenty studies which used texting as a dual task during gait were identified via a literature search. The majority of these studies examined texting among young healthy adults and showed that, like other dual tasks, texting-while-walking caused decrements in both gait and texting performance. The cause of these decrements was most likely related to increased visual task requirements, task-dependent cognitive requirements and fine motor skills. Texting-while-walking gait measures were repeatable, but texting performance showed poor reliability which further depended on skill. Preliminary results show that texting-while-walking performance may discriminate between populations (e.g., young vs. older adults) but no studies have yet examined its predictive validity (e.g., for fall risk). In conclusion, texting-while-walking is an ecologically-valid dual task for locomotion which has become much more commonly used in recent years. As opposed to other secondary tasks such as subtraction by 7 or generating words, texting may challenge various cognitive, visual and sensorimotor domains depending on its content. This imposes task-specific methodological challenges on future research, which are discussed.
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Affiliation(s)
- T Krasovsky
- Department of Occupational Therapy, University of Haifa, Haifa, Israel; Pediatric Rehabilitation Department, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center (Tel Hashomer), Ramat-Gan, Israel.
| | - P L Weiss
- Department of Occupational Therapy, University of Haifa, Haifa, Israel
| | - R Kizony
- Department of Occupational Therapy, University of Haifa, Haifa, Israel; Center of Advanced Technologies in Rehabilitation, Sheba Medical Center (Tel Hashomer), Ramat-Gan, Israel
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26
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Stratton ME, Pilutti LA, Crowell JA, Kaczmarski H, Motl RW. Virtual street-crossing performance in persons with multiple sclerosis: Feasibility and task performance characteristics. TRAFFIC INJURY PREVENTION 2017; 18:47-55. [PMID: 27602598 DOI: 10.1080/15389588.2016.1195494] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 05/25/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVES Multiple sclerosis (MS) is a neurological disease that commonly results in physical and cognitive dysfunction. Accordingly, MS might impact the ability to safely cross the street. The purpose of this study was to examine the feasibility of a simulated street-crossing task in persons with MS and to determine differences in street-crossing performance between persons with MS and non-MS controls. METHODS 26 participants with MS (median Expanded Disability Status Scale [EDSS] score = 3.5) and 19 controls completed 40 trials of a virtual street-crossing task. There were 2 crossing conditions (i.e., no distraction and phone conversation), and participants performed 20 trials per condition. Participants were instructed that the goal of the task was to cross the street successfully (i.e., without being hit be a vehicle). The primary outcome was task feasibility, assessed as completion and adverse events. Secondary outcomes were measures of street-crossing performance. RESULTS Overall, the simulated street-crossing task was feasible (i.e., 90% completion, no adverse events) in participants with MS. Participants with MS waited longer and were less attentive to traffic before entering the street compared with controls (all P < .05). Participants with MS also took longer to cross the street and were closer to oncoming vehicles when exiting the street compared to controls (all P < .05). When distracted, all participants took longer to initiate crossing, took longer to cross the street, and made more head turns while crossing (all P < .05). There were no significant group by condition interaction effects (all P > .05). CONCLUSIONS A virtual street-crossing task is feasible for studying street-crossing behavior in persons with mild MS and most individuals with moderate MS. Virtual street-crossing performance is impaired in persons with MS compared to controls; however, persons with MS do not appear to be more vulnerable to a distracting condition. The virtual reality environment presents a safe and useful setting for understanding pedestrian behavior in persons with MS.
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Affiliation(s)
- M E Stratton
- a Department of Kinesiology and Community Health , University of Illinois at Urbana-Champaign , Urbana , Illinois
| | - L A Pilutti
- a Department of Kinesiology and Community Health , University of Illinois at Urbana-Champaign , Urbana , Illinois
| | - J A Crowell
- b Beckman Institute for Advanced Science and Technology , University of Illinois at Urbana-Champaign , Urbana , Illinois
| | - H Kaczmarski
- b Beckman Institute for Advanced Science and Technology , University of Illinois at Urbana-Champaign , Urbana , Illinois
| | - R W Motl
- a Department of Kinesiology and Community Health , University of Illinois at Urbana-Champaign , Urbana , Illinois
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27
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Seymour KM, Higginson CI, DeGoede KM, Bifano MK, Orr R, Higginson JS. Cellular Telephone Dialing Influences Kinematic and Spatiotemporal Gait Parameters in Healthy Adults. J Mot Behav 2016; 48:535-541. [PMID: 27340890 DOI: 10.1080/00222895.2016.1152226] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Gait speed is typically reduced when individuals simultaneously perform other tasks. However, the impact of dual tasking on kinetic and kinematic gait parameters is unclear because these vary with gait speed. The objective of this study was to identify whether dual tasking impacts gait in healthy adults when speed is constant. Twenty-two healthy adults dialed a cell phone during treadmill walking at a self-selected speed while kinetic, kinematic, and spatial parameters were recorded. Results indicated that dual tasking did not impact phone dialing speed, but increased stride width, peak knee flexion during stance, and peak plantarflexion, and decreased knee and ankle range of motion. Dual tasking appears to influence kinematic gait variables in a manner consistent with promotion of stability.
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Affiliation(s)
- Kelly M Seymour
- a Department of Mechanical Engineering , University of Delaware , Newark , Delaware
| | | | - Kurt M DeGoede
- c Department of Engineering & Physics , Elizabethtown College , Elizabethtown , Pennsylvania
| | - Morgan K Bifano
- b Department of Psychology , Loyola University Maryland , Baltimore , Maryland
| | - Rachel Orr
- b Department of Psychology , Loyola University Maryland , Baltimore , Maryland
| | - Jill S Higginson
- a Department of Mechanical Engineering , University of Delaware , Newark , Delaware
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