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Frictional Assessment of Low-Cost Shoes in Worn Conditions Across Workplaces

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Abstract

Slips and falls across the workplaces account for several fatal and non-fatal traumatic injuries worldwide. Consequences of these accidents include deterioration of the overall quality of living and increased economical strains through hospitalization and compensation costs. Unintentional slips usually occur due to a sudden decrease in the friction of shoes and the floorings. Due to low purchasing parity in the low- or middle-income countries (such as India), awareness related to the footwear’s slip resistance performance often goes neglected. Due to this, the public commonly choose to buy low-cost footwear. Also, footwear traction performance deteriorates with progressive wearing. Therefore, assessing the performance of footwear in new and worn-out conditions across common slippery situations is essential. In this work, ten Indian-manufactured formal shoes were assessed for its slip-resistant performance across three common floorings in dry- and water-contaminated conditions using a novel slip testing device. The results indicated that most of the selected low-cost footwear showed high slip risks across wet flooring conditions. Shoes with absence or worn-out treads at the heel region led to the availability of much lower friction at the shoe–floor interface. Shoes with soft outsoles, when worn, exhibited large worn areas and high slipping risks as compared to the ones with hard outsoles (R2 = 0.92). The findings from this study are anticipated to lead to better understanding of the slip risks associated with low-cost formal footwear in India, as well as provide guidelines for their selection and timely replacement.

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Data Availability

The data generated during and/or analyzed during the current study are not publicly available due to large dataset but are available from the corresponding author on reasonable request.

References

  1. 2017 Liberty Mutual Workplace Safety Index (n.d.)

  2. (WHO) WHO. Falls (n.d.) https://www.who.int/news-room/fact-sheets/detail/falls. Accessed 17 Aug 2022.

  3. Sirohi A, Kaur R, Goswami AK, Mani K, Nongkynrih B, Gupta SK (2017) A study of falls among elderly persons in a rural area of Haryana. Indian J Public Health 61:99–104. https://doi.org/10.4103/IJPH.IJPH_102_16

    Article  Google Scholar 

  4. Joseph A, Kumar D, Bagavandas M (2019) A review of epidemiology of fall among elderly in india. Indian J Community Med 44:166. https://doi.org/10.4103/IJCM.IJCM_201_18

    Article  Google Scholar 

  5. Pitchai P, Dedhia HB, Bhandari N, Krishnan D, D’Souza NRJ, Bellara JM (2019) Prevalence, risk factors, circumstances for falls and level of functional independence among geriatric population—a descriptive study. Indian J Public Health 63:21. https://doi.org/10.4103/IJPH.IJPH_332_17

    Article  Google Scholar 

  6. Bhatt H, Sharma P (2017) Slip, trip and falls among women of different age groups: a case study from the northern hills of India. J Appl Nat Sci 9:614–620.

  7. Sharma PK, Bunker CH, Singh T, Ganguly E, Reddy PS, Newman AB, et al. Burden and correlates of falls among rural elders of south india: mobility and independent living in elders study. Curr Gerontol Geriatr Res 2017. https://doi.org/10.1155/2017/1290936.

  8. Campbell AJ, Borrie MJ, Spears GF, Jackson SL, Brown JS, Fitzgerald JL (1990) Circumstances and consequences of falls experienced by a community population 70 years and over during a prospective study. Age Ageing 19:136–141. https://doi.org/10.1093/AGEING/19.2.136

    Article  CAS  Google Scholar 

  9. Di Pilla S (2016) Slip, trip, and fall prevention : a practical handbook (2nd edn). CRC Press, London. https://doi.org/10.1201/9781420082364.

  10. Bell JL, Collins JW, Wolf L, Gronqvist R, Chiou S, Chang WR, et al (2008) Evaluation of a comprehensive slip, trip and fall prevention programme for hospital employees. Ergonomics. https://doi.org/10.1080/00140130802248092.

  11. Berg WP, Alessio HM, Mills EM, Tong C (1997) Circumstances and consequences of falls in independent community-dwelling older adults. Age Ageing 26:261–268. https://doi.org/10.1093/AGEING/26.4.261

    Article  CAS  Google Scholar 

  12. Strandberg L, Lanshammar H (1981) The dynamics of slipping accidents. J Occup Accid 3:153–162. https://doi.org/10.1016/0376-6349(81)90009-2

    Article  Google Scholar 

  13. Beschorner KE, Li Y (Sophia), Yamaguchi T, Ells W, Bowman R (2021) The future of footwear friction. Lect Notes Networks Syst. https://doi.org/10.1007/978-3-030-74614-8_103.

  14. Hanson JP, Redfern MS, Mazumdar M (1999) Predicting slips and falls considering required and available friction. Ergonomics https://doi.org/10.1080/001401399184712.

  15. Beschorner KE, Redfern MS, Porter WL, Debski RE (2007) Effects of slip testing parameters on measured coefficient of friction. Appl Ergon 38:773–780. https://doi.org/10.1016/J.APERGO.2006.10.005

    Article  Google Scholar 

  16. Chang WR, Grönqvist R, Leclercq S, Myung R, Makkonen L, Strandberg L et al (2001) The role of friction in the measurement of slipperiness, Part 1: friction mechanisms and definition of test conditions. Ergonomics 44:1217–1232. https://doi.org/10.1080/00140130110085574

    Article  CAS  Google Scholar 

  17. Yamaguchi T, Hokkirigawa K (2014) Development of a high slip-resistant footwear outsole using a hybrid rubber surface pattern. Ind Health 52:414–423. https://doi.org/10.2486/INDHEALTH.2014-0105

    Article  Google Scholar 

  18. Shibata K, Warita I, Yamaguchi T, Hinoshita M, Sakauchi K, Matsukawa S et al (2019) Effect of groove width and depth and urethane coating on slip resistance of vinyl flooring sheet in glycerol solution. Tribol Int 135:89–95. https://doi.org/10.1016/J.TRIBOINT.2019.02.033

    Article  CAS  Google Scholar 

  19. Beschorner KE, Albert DL, Chambers AJ, Redfern MS (2014) Fluid pressures at the shoe-floor-contaminant interface during slips: effects of tread & implications on slip severity. J Biomech 47:458. https://doi.org/10.1016/J.JBIOMECH.2013.10.046

    Article  Google Scholar 

  20. Yamaguchi T, Umetsu T, Ishizuka Y, Kasuga K, Ito T, Ishizawa S et al (2012) Development of new footwear sole surface pattern for prevention of slip-related falls. Saf Sci 50:986–994. https://doi.org/10.1016/J.SSCI.2011.12.017

    Article  Google Scholar 

  21. Li KW, Chin JC (2005) Effects of tread groove orientation and width of the footwear pads on measured friction coefficients. Saf Sci 43:391–405. https://doi.org/10.1016/J.SSCI.2005.08.006

    Article  CAS  Google Scholar 

  22. Li KW, Chen CJ (2004) The effect of shoe soling tread groove width on the coefficient of friction with different sole materials, floors, and contaminants. Appl Ergon 35:499–507. https://doi.org/10.1016/J.APERGO.2004.06.010

    Article  Google Scholar 

  23. Gupta S, Chatterjee S, Chanda A (2022) Effect of footwear material wear on slips and falls. Mater Today Proc. https://doi.org/10.1016/J.MATPR.2022.04.313

    Article  Google Scholar 

  24. Hemler SL, Charbonneau DN, Iraqi A, Redfern MS, Haight JM, Moyer BE et al (2019) Changes in under-shoe traction and fluid drainage for progressively worn shoe tread. Appl Ergon 80:35–42. https://doi.org/10.1016/J.APERGO.2019.04.014

    Article  Google Scholar 

  25. Beschorner KE, Siegel JL, Hemler SL, Sundaram VH, Chanda A, Iraqi A et al (2020) An observational ergonomic tool for assessing the worn condition of slip-resistant shoes. Appl Ergon 88:103140. https://doi.org/10.1016/J.APERGO.2020.103140

    Article  Google Scholar 

  26. Cook A, Hemler S, Sundaram V, Chanda A, Beschorner K (2021) Differences in friction performance between new and worn shoes. IISE Trans Occup Ergon Hum Factors. https://doi.org/10.1080/24725838.2021.1925998.

  27. Kim IJ (2016) Identifying shoe wear mechanisms and associated tribological characteristics: importance for slip resistance evaluation. Wear 360–361:77–86. https://doi.org/10.1016/J.WEAR.2016.04.020

    Article  Google Scholar 

  28. Sundaram VH, Hemler SL, Chanda A, Haight JM, Redfern MS, Beschorner KE (2020) Worn region size of shoe outsole impacts human slips: testing a mechanistic model. J Biomech 105:109797. https://doi.org/10.1016/J.JBIOMECH.2020.109797

    Article  Google Scholar 

  29. Shibata K, Abe S, Yamaguchi T, Hokkirigawa K (2016) Development of a cart-type friction measurement device for evaluation of slip resistance of floor sheets. J Japan Soc Des Eng. https://doi.org/10.14953/JJSDE.2016.2686.

  30. Gupta S, Sidhu SS, Chatterjee S, Malviya A, Singh G, Chanda A (2022) Effect of floor coatings on slip-resistance of safety shoes. Coatings 12:1455.

  31. Beschorner KE, Chanda A, Moyer BE, Reasinger A, Griffin SC, Johnston IM (2023) Validating the ability of a portable shoe-floor friction testing device, NextSTEPS, to predict human slips. Appl Ergon 106:103854

    Article  Google Scholar 

  32. Aschan C, Hirvonen M, Mannelin T, Rajamäki E (2005) Development and validation of a novel portable slip simulator. Appl Ergon 36:585–593. https://doi.org/10.1016/J.APERGO.2005.01.015

    Article  Google Scholar 

  33. Beschorner KE, Iraqi A, Redfern MS, Cham R, Li Y (2019) Predicting slips based on the STM 603 whole-footwear tribometer under different coefficient of friction testing conditions. Ergonomics 62:668–681. https://doi.org/10.1080/00140139.2019.1567828

    Article  Google Scholar 

  34. Walter PJ, Tushak CM, Hemler SL, Beschorner KE (2021) Effect of tread design and hardness on interfacial fluid force and friction in artificially worn shoes. Footwear Sci 13:245–254. https://doi.org/10.1080/19424280.2021.1950214

    Article  Google Scholar 

  35. Hemler SL, Charbonneau DN, Beschorner KE (2020) Predicting hydrodynamic conditions under worn shoes using the tapered-wedge solution of Reynolds equation. Tribol Int 145:106161

    Article  Google Scholar 

  36. Jones T, Iraqi A, Beschorner K (2018) Performance testing of work shoes labeled as slip resistant. Appl Ergon 68:304–312. https://doi.org/10.1016/J.APERGO.2017.12.008

    Article  Google Scholar 

  37. Iraqi A, Cham R, Redfern MS, Beschorner KE (2018) Coefficient of friction testing parameters influence the prediction of human slips. Appl Ergon 70:118–126. https://doi.org/10.1016/J.APERGO.2018.02.017

    Article  Google Scholar 

  38. Redfern MS, Cham R, Gielo-Perczak K, Grönqvist R, Hirvonen M, Lanshammar H et al (2001) Biomechanics of slips. Ergonomics 44:1138–1166. https://doi.org/10.1080/00140130110085547

    Article  CAS  Google Scholar 

  39. Albert D, Moyer B, Beschorner KE (2017) Three-dimensional shoe kinematics during unexpected slips: implications for shoe-floor friction testing. IISE Trans Occup Ergon Hum Factors 5:1–11. https://doi.org/10.1080/21577323.2016.1241963

    Article  Google Scholar 

  40. Iraqi A, Vidic NS, Redfern MS, Beschorner KE (2020) Prediction of coefficient of friction based on footwear outsole features. Appl Ergon 82:102963. https://doi.org/10.1016/J.APERGO.2019.102963

    Article  Google Scholar 

  41. Hemler SL, Pliner EM, Redfern MS, Haight JM, Beschorner KE (2021) Effects of natural shoe wear on traction performance: a longitudinal study. Footwear Sci. https://doi.org/10.1080/19424280.2021.1994022.

  42. Grönqvist R, Abeysekera J, Gard G, Hsiang SM, Leamon TB, Newman DJ et al (2001) Human-centred approaches in slipperiness measurement. Ergonomics 44:1167–1199. https://doi.org/10.1080/00140130110085556

    Article  Google Scholar 

  43. ASTM F2913-19. Standard test method for measuring the coefficient of friction for evaluation of slip performance of footwear and test surfaces/flooring using a whole shoe tester (n.d.)

  44. Iraqi A, Beschorner KE (2017) Vertical ground reaction forces during unexpected human slips. Proc Hum Factors Ergon Soc. https://doi.org/10.1177/1541931213601713.

  45. Chanda A, Reuter A, Beschorner KE (2019) Vinyl composite tile surrogate for mechanical slip testing. IISE Trans Occup Ergon Hum Fact 7:132–141. https://doi.org/10.1080/24725838.2019.1637381.

  46. Singh G, Beschorner KE. A method for measuring fluid pressures in the shoe–floor–fluid interface: application to shoe tread evaluation. IISE Trans Occup Ergon Hum Factors. https://doi.org/10.1080/21577323.2014.919367.

  47. Iraqi A, Cham R, Redfern MS, Vidic NS, Beschorner KE (2018) Kinematics and kinetics of the shoe during human slips. J Biomech 74:57–63. https://doi.org/10.1016/J.JBIOMECH.2018.04.018

    Article  Google Scholar 

  48. Hemler SL, Sider JR, Redfern MS, Beschorner KE (2021) Gait kinetics impact shoe tread wear rate. Gait Posture 86:157–161. https://doi.org/10.1016/J.GAITPOST.2021.03.006

    Article  Google Scholar 

  49. Chanda A, Jones TG, Beschorner KE (2018) Generalizability of footwear traction performance across flooring and contaminant conditions. IISE Trans Occup Ergon Hum Factors. https://doi.org/10.1080/24725838.2018.1517702.

  50. Bhave T, Tehrani M, Ali M, Sarvestani A (2018) Hysteresis friction and nonlinear viscoelasticity of rubber composites. Compos Commun 9:92–97. https://doi.org/10.1016/J.COCO.2018.07.001

    Article  Google Scholar 

  51. Grönqvist R (1995) Mechanisms of friction and assessment of slip resistance of new and used footwear soles on contaminated floors. Ergonomics 38:224–241. https://doi.org/10.1080/00140139508925100

    Article  Google Scholar 

  52. Cowap MJH, Moghaddam SRM, Menezes PL, Beschorner KE (2015) Contributions of adhesion and hysteresis to coefficient of friction between shoe and floor surfaces: effects of floor roughness and sliding speed. Tribol Mater Surf Interfaces. https://doi.org/10.1179/1751584X15Y.0000000005

    Article  Google Scholar 

  53. Kim I-J (2022) Tribology model to characterise shoe friction and wear behaviours and its application to evaluating traction properties. Surf Topogr Metrol Prop 10:045016. https://doi.org/10.1088/2051-672X/AC9E0D

    Article  Google Scholar 

  54. Xiang L, Gu Y, Rong M, Gao Z, Yang T, Wang A et al (2022) Shock acceleration and attenuation during running with minimalist and maximalist shoes: a time- and frequency-domain analysis of tibial acceleration. Bioeng 9:322. https://doi.org/10.3390/BIOENGINEERING9070322

    Article  Google Scholar 

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Funding

We would like to acknowledge the funding support received from SERB-DST and IRD, IIT Delhi.

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SG contributed to methodology; validation; investigation; formal analysis; writing of the original draft; and writing-, reviewing, and editing of the manuscript. SC contributed to methodology; data curation; formal analysis; and investigation. Ayush Malviya contributed to data curation; investigation; and formal analysis. AC contributed to conceptualization; methodology; formal analysis; supervision, and writing, reviewing, and editing of the manuscript.

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Correspondence to Arnab Chanda.

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Gupta, S., Chatterjee, S., Malviya, A. et al. Frictional Assessment of Low-Cost Shoes in Worn Conditions Across Workplaces. J Bio Tribo Corros 9, 23 (2023). https://doi.org/10.1007/s40735-023-00741-0

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