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Danckaers F, Stanković K, Huysmans T, Booth BG, Sijbers J. Foot shape assessment techniques for orthotic and footwear applications: a methodological literature review. Front Bioeng Biotechnol 2024; 12:1416499. [PMID: 39301175 PMCID: PMC11410610 DOI: 10.3389/fbioe.2024.1416499] [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: 04/12/2024] [Accepted: 08/26/2024] [Indexed: 09/22/2024] Open
Abstract
Introduction Foot shape assessment is important to characterise the complex shape of a foot, which is in turn essential for accurate design of foot orthoses and footwear, as well as quantification of foot deformities (e.g., hallux valgus). Numerous approaches have been described over the past few decades to evaluate foot shape for orthotic and footwear purposes, as well as for investigating how one's habits and personal characteristics influence the foot shape. This paper presents the developments reported in the literature for foot shape assessment. Method In particular, we focus on four main dimensions common to any foot assessment: (a) the choice of measurements to collect, (b) how objective these measurement procedures are, (c) how the foot measurements are analyzed, and (d) other common characteristics that can impact foot shape analysis. Results For each dimension, we summarize the most commonly used techniques and identify additional considerations that need to be made to achieve a reliable foot shape assessment. Discussion We present how different choices along these two dimensions impact the resulting foot assessment, and discuss possible improvements in the field of foot shape assessment.
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Affiliation(s)
- Femke Danckaers
- imec - Vision Lab, Department of Physics, University of Antwerp, Antwerp, Belgium
| | - Kristina Stanković
- imec - Vision Lab, Department of Physics, University of Antwerp, Antwerp, Belgium
| | - Toon Huysmans
- imec - Vision Lab, Department of Physics, University of Antwerp, Antwerp, Belgium
- Section on Applied Ergonomics & Design, Department of Human-Centered Design, Delft University of Technology, Delft, Netherlands
| | - Brian G Booth
- imec - Vision Lab, Department of Physics, University of Antwerp, Antwerp, Belgium
- imec - Image Processing and Interpretation Lab, TELIN Department, Ghent University, Ghent, Belgium
| | - Jan Sijbers
- imec - Vision Lab, Department of Physics, University of Antwerp, Antwerp, Belgium
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Gabriel A, Fuchs K, Haller B, Sulowska-Daszyk I, Horstmann T, Konrad A. A four-week minimalist shoe walking intervention influences foot posture and balance in young adults-a randomized controlled trial. PLoS One 2024; 19:e0304640. [PMID: 38900749 PMCID: PMC11189255 DOI: 10.1371/journal.pone.0304640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 05/11/2024] [Indexed: 06/22/2024] Open
Abstract
INTRODUCTION Minimalist shoes (MS) are beneficial for foot health. The foot is a part of the posterior chain. It is suggested that interventions on the plantar foot sole also affect the upper segments of the body. This study aimed to investigate the local and remote effects along the posterior chain of four weeks of MS walking in recreationally active young adults. METHODS 28 healthy participants (15 female, 13 male; 25.3 ± 5.3 years; 70.2 ± 11.9 kg; 175.0 ± 7.8 cm) were randomly assigned to a control- or intervention group. The intervention group undertook a four-week incremental MS walking program, which included 3,000 steps/day in the first week, increasing to 5,000 steps/day for the remaining three weeks. The control group walked in their preferred shoe (no MS). We assessed the following parameters in a laboratory at baseline [M1], after the four-week intervention [M2], and after a four-week wash-out period [M3]: Foot parameters (i.e., Foot Posture Index-6, Arch Rigidity Index), static single-leg stance balance, foot-, ankle-, and posterior chain range of motion, and muscle strength of the posterior chain. We fitted multiple hierarchically built mixed models to the data. RESULTS In the MS group, the Foot Posture Index (b = -3.72, t(51) = -6.05, p < .001, [-4.94, 2.51]) and balance (b = -17.96, t(49) = -2.56, p = .01, [-31.54, 4.37]) significantly improved from M1 to M2, but not all other parameters (all p >.05). The improvements remained at M3 (Foot Posture Index: b = -1.71, t(51) = -2.73, p = .009, [-4,94,0.48]; balance: b = -15.97, t(49) = -2.25, p = .03, [-29.72, 2.21]). DISCUSSION Walking in MS for four weeks might be advantageous for foot health of recreationally active young adults but no chronic remote effects should be expected.
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Affiliation(s)
- Anna Gabriel
- Professorship for Conservative and Rehabilitative Orthopedics, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Katharina Fuchs
- Professorship for Conservative and Rehabilitative Orthopedics, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Bernhard Haller
- Institute of AI and Informatics in Medicine, School of Medicine and Health, University Hospital Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Iwona Sulowska-Daszyk
- Institute of Clinical Rehabilitation, University of Physical Education in Kraków, Kraków, Poland
| | - Thomas Horstmann
- Professorship for Conservative and Rehabilitative Orthopedics, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Andreas Konrad
- Institute of Human Movement Science, Sport and Health, Graz University, Graz, Austria
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Allan JJ, Munteanu SE, Bonanno DR, Buldt AK, Choppin S, Bullas A, Pearce N, Menz HB. Methodological and statistical approaches for the assessment of foot shape using three-dimensional foot scanning: a scoping review. J Foot Ankle Res 2023; 16:24. [PMID: 37106385 PMCID: PMC10134589 DOI: 10.1186/s13047-023-00617-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 03/21/2023] [Indexed: 04/29/2023] Open
Abstract
OBJECTIVE The objectives of this study were to: (i) review and provide a narrative synthesis of three-dimensional (3D) foot surface scanning methodological and statistical analysis protocols, and (ii) develop a set of recommendations for standardising the reporting of 3D foot scanning approaches. METHODS A systematic search of the SCOPUS, ProQuest, and Web of Science databases were conducted to identify papers reporting 3D foot scanning protocols and analysis techniques. To be included, studies were required to be published in English, have more than ten participants, and involve the use of static 3D surface scans of the foot. Papers were excluded if they reported two-dimensional footprints only, 3D scans that did not include the medial arch, dynamic scans, or derived foot data from a full body scan. RESULTS The search yielded 78 relevant studies from 17 different countries. The available evidence showed a large variation in scanning protocols. The subcategories displaying the most variation included scanner specifications (model, type, accuracy, resolution, capture duration), scanning conditions (markers, weightbearing, number of scans), foot measurements and definitions used, and statistical analysis approaches. A 16-item checklist was developed to improve the consistency of reporting of future 3D scanning studies. CONCLUSION 3D foot scanning methodological and statistical analysis protocol consistency and reporting has been lacking in the literature to date. Improved reporting of the included subcategories could assist in data pooling and facilitate collaboration between researchers. As a result, larger sample sizes and diversification of population groups could be obtained to vastly improve the quantification of foot shape and inform the development of orthotic and footwear interventions and products.
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Affiliation(s)
- Jamie J Allan
- Discipline of Podiatry, School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, VIC, 3086, Australia.
| | - Shannon E Munteanu
- Discipline of Podiatry, School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, VIC, 3086, Australia
| | - Daniel R Bonanno
- Discipline of Podiatry, School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, VIC, 3086, Australia
| | - Andrew K Buldt
- Discipline of Podiatry, School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, VIC, 3086, Australia
| | - Simon Choppin
- Advanced Wellbeing Research Centre, Sheffield Hallam University, Sheffield, S9 3TU, UK
| | - Alice Bullas
- Advanced Wellbeing Research Centre, Sheffield Hallam University, Sheffield, S9 3TU, UK
| | - Natalie Pearce
- La Trobe Library, La Trobe University, Melbourne, VIC, 3086, Australia
| | - Hylton B Menz
- Discipline of Podiatry, School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, VIC, 3086, Australia
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Ramsey C, Peterson B, Hébert-Losier K. Measurement and reporting of footwear characteristics in running biomechanics: A systematic search and narrative synthesis of contemporary research methods. Sports Biomech 2023; 22:351-387. [PMID: 36214324 DOI: 10.1080/14763141.2022.2125431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
This review aimed to synthesise the methods for assessing and reporting footwear characteristics among studies evaluating the effect of footwear on running biomechanics. Electronic searches of Scopus®, EBSCO, PubMed®, ScienceDirect®, and Web of Science® were performed to identify original research articles of the effect of running footwear on running biomechanics published from 1st January 2015 to 7th October 2020. Risk of bias among included studies was not assessed. Results were presented via narrative synthesis. Eligible studies compared the effect of two or more footwear conditions in adult runners on a biomechanical parameter. Eighty-seven articles were included and data from 242 individual footwear were extracted. Predominantly, studies reported footwear taxonomy (i.e., classification) and manufacturer information, however omitted detail regarding the technical specifications of running footwear and did not use validated footwear reporting tools. There is inconsistency among contemporary studies in the methods by which footwear characteristics are assessed and reported. These findings point towards a need for consensus regarding the reporting of these characteristics within biomechanical studies to facilitate the conduct of systematic reviews and meta-analyses pertaining to the effect of running footwear on running biomechanics.
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Affiliation(s)
- Codi Ramsey
- Institute of Sport , Exercise and Health, Otago Polytechnic, Dunedin, New Zealand
| | - Benjamin Peterson
- Department of Podiatry, School of Health, Medical and Applied Sciences, CQUniversity, Rockhampton, QLD, Australia
| | - Kim Hébert-Losier
- Division of Health, Engineering, Computing and Science, Te Huataki Waiora School of Health, University of Waikato, Tauranga, New Zealand
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Hoey C, Wang A, Raymond RJ, Ulagenthian A, Okholm Kryger K. Foot morphological variations between different ethnicities and sex: a systematic review. FOOTWEAR SCIENCE 2022. [DOI: 10.1080/19424280.2022.2148294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Caoimhe Hoey
- Faculty of Orthopaedics, Bon Secours Hospital Galway, Galway, Ireland
| | - Albert Wang
- William Harvey Research Institute, Bart’s and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | | | - Ashwin Ulagenthian
- The Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Katrine Okholm Kryger
- The Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, UK
- Faculty of Sport, Health and Applied Science, St Mary’s University, London, UK
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Mei Q, Kim HK, Xiang L, Shim V, Wang A, Baker JS, Gu Y, Fernandez J. Toward improved understanding of foot shape, foot posture, and foot biomechanics during running: A narrative review. Front Physiol 2022; 13:1062598. [PMID: 36569759 PMCID: PMC9773215 DOI: 10.3389/fphys.2022.1062598] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 11/28/2022] [Indexed: 12/14/2022] Open
Abstract
The current narrative review has explored known associations between foot shape, foot posture, and foot conditions during running. The artificial intelligence was found to be a useful metric of foot posture but was less useful in developing and obese individuals. Care should be taken when using the foot posture index to associate pronation with injury risk, and the Achilles tendon and longitudinal arch angles are required to elucidate the risk. The statistical shape modeling (SSM) may derive learnt information from population-based inference and fill in missing data from personalized information. Bone shapes and tissue morphology have been associated with pathology, gender, age, and height and may develop rapid population-specific foot classifiers. Based on this review, future studies are suggested for 1) tracking the internal multi-segmental foot motion and mapping the biplanar 2D motion to 3D shape motion using the SSM; 2) implementing multivariate machine learning or convolutional neural network to address nonlinear correlations in foot mechanics with shape or posture; 3) standardizing wearable data for rapid prediction of instant mechanics, load accumulation, injury risks and adaptation in foot tissue and bones, and correlation with shapes; 4) analyzing dynamic shape and posture via marker-less and real-time techniques under real-life scenarios for precise evaluation of clinical foot conditions and performance-fit footwear development.
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Affiliation(s)
- Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Hyun Kyung Kim
- School of Kinesiology, Louisiana State University, Baton Rouge, LA, United States
| | - Liangliang Xiang
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Vickie Shim
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Alan Wang
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Julien S. Baker
- Centre for Health and Exercise Science Research, Hong Kong Baptist University, Kowloon, Hong Kong SAR, China
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Justin Fernandez
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Department of Engineering Science, The University of Auckland, Auckland, New Zealand
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Jiao Y, Džeroski S, Jurca A. Analysis of hallux valgus angles automatically extracted from 3D foot scans taken in North America, Europe, and Asia. ERGONOMICS 2022:1-12. [PMID: 36269073 DOI: 10.1080/00140139.2022.2139415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
The forefoot is the foot part most affected by ill-fitting shoes. Footwear fitting considers the measurements of length, width, and arch length. Toe shape has not yet been used in sizing feet and fitting shoes. This study aims to investigate the variation in toe shape, as measured by the hallux valgus angle. An automatic and reproducible hallux valgus angle measuring method using 3D foot scans with no palpation markers is proposed and applied to about half a million samples collected across North America, Europe, and Asia. The measuring method is robust and can detect the medial contour along the proximal phalanx even in extreme cases. The hallux valgus angle has a normal distribution with long tails on both sides in the general population. Large dispersions of HVA values were observed for both genders and in all three geographical regions. Practitioner summary: The hallux valgus angle has a broad distribution in the general population. Females have larger hallux valgus angles than males, and people from Asia have larger hallux valgus angles than people from North America and Europe. Shoe toe boxes should be designed to fit the actual shapes of shoppers' toes. The proposed method for measuring HVA opens a new opportunity to study the causal relationship between shoe wearing habits and HVA on a large scale.
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Affiliation(s)
| | - Sašo Džeroski
- Jozef Stefan Institute, Ljubljana, Slovenia
- Jozef Stefan International Postgraduate School, Ljubljana, Slovenia
| | - Ales Jurca
- Volumental AB, Stockholm, Sweden
- Jozef Stefan International Postgraduate School, Ljubljana, Slovenia
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Gimunová M, Kolářová K, Vodička T, Bozděch M, Zvonař M. How barefoot and conventional shoes affect the foot and gait characteristics in toddlers. PLoS One 2022; 17:e0273388. [PMID: 35998149 PMCID: PMC9398026 DOI: 10.1371/journal.pone.0273388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 08/08/2022] [Indexed: 11/18/2022] Open
Abstract
Objectives Barefoot shoes have recently become a popular alternative to conventional shoes among the parents of pre-school children. As the long-term effect of habitual shoe-wearing on the foot is still unclear, the aim of this study was to compare the arch index, dynamic foot anthropometry and gait parameters in toddlers who had been habitually wearing barefoot shoes or conventional shoes since their first steps. Methods 30 toddlers– 15 habitually wearing barefoot shoes (BF group) and 15 habitually wearing conventional shoes (N-BF group)–participated in this study. Each child was measured twice during the study. The first data collection session occurred within one month after the first five consecutive unsupported steps were performed by the toddler. The second data collection session occurred seven months after this event. At each data collection session, the toddler was instructed to walk barefooted at its natural speed over an Emed® platform (Novel GmbH, Germany). The Emed ® software generated data regarding the arch index, dynamic foot anthropometry, foot progression angle, contact area, contact time, peak pressure and maximum force. The Wilcoxon signed-rank test was used to compare the differences between the 1st and 2nd data collections. The Mann-Whitney U test was used to compare the differences between the BF and N-BF groups. Results The results of this study show a higher plantar arch and a smaller foot progression angle in the BF group. The forefoot width in both the BF and N-BF groups remained proportional to the foot length after seven months of independent walking. Conclusions These findings may encourage parents and caregivers to introduce barefoot shoes or create a habitual barefoot time for their child.
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Affiliation(s)
- Marta Gimunová
- Department of Kinesiology, Faculty of Sport Studies, Masaryk University, Brno, Czech Republic
- * E-mail:
| | - Kateřina Kolářová
- University Sport Centre, Faculty of Sport Studies, Masaryk University, Brno, Czech Republic
| | - Tomáš Vodička
- Department of Kinesiology, Faculty of Sport Studies, Masaryk University, Brno, Czech Republic
| | - Michal Bozděch
- Department of Kinesiology, Faculty of Sport Studies, Masaryk University, Brno, Czech Republic
| | - Martin Zvonař
- Department of Kinesiology, Faculty of Sport Studies, Masaryk University, Brno, Czech Republic
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Zhang F, Ye D, Zhang X, Sun X, Zhang S, Wang S, Fu W. Influence of Shod and Barefoot Running on the In Vivo Kinematics of the First Metatarsophalangeal Joint. Front Bioeng Biotechnol 2022; 10:892760. [PMID: 35651545 PMCID: PMC9148976 DOI: 10.3389/fbioe.2022.892760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 04/13/2022] [Indexed: 11/27/2022] Open
Abstract
The biomechanics of the first metatarsophalangeal joint (MTPJ) is affected by different shoe conditions. In the biomechanical research field, traditional skin marker motion capture cannot easily acquire the in vivo joint kinematics of the first MTPJ in shoes. Thus, the present study aims to investigate the differences of the first MTPJ's six-degree-of-freedom (6DOF) kinematics between shod and barefoot running by using a high-speed dual fluoroscopic imaging system (DFIS). In total, 15 healthy male runners were recruited. Computed tomography scans were taken from each participant's right foot for the construction of 3D models and local coordinate systems. Radiographic images were acquired at 100 Hz while the participants ran at a speed of 3 m/s ± 5% in shod and barefoot conditions along an elevated runway, and 6DOF kinematics of the first MTPJ were calculated by 3D-2D registration. Paired sample t-tests were used to compare the kinematic characteristics of the first MTPJ 6DOF kinematics during the stance phase between shod and barefoot conditions. Compared with barefoot, wearing shoes showed significant changes (p < 0.05): 1) the first MTPJ moved less inferior at 50% but moved less superior at 90 and 100% of the stance phase; 2) the peak medial, posterior, and superior translation of the first MTPJ significantly decreased in the shod condition; 3) the extension angle of the first MTPJ was larger at 30-60% but smaller at 90 and 100% of the stance phase; 4) the maximum extension angle and flexion/extension range of motion of the first MTPJ were reduced; and 5) the minimum extension and adduction angle of the first MTPJ was increased in the shod condition. On the basis of the high-speed DFIS, the aforementioned results indicated that wearing shoes limited the first MTPJ flexion and extension movement and increased the adduction angle, suggesting that shoes may affect the propulsion of the first MTPJ and increase the risk of hallux valgus.
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Affiliation(s)
- Faning Zhang
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - Dongqiang Ye
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - Xini Zhang
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - Xiaole Sun
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - Shen Zhang
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
- School of Physical Education and Training, Shanghai University of Sport, Shanghai, China
| | - Shaobai Wang
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
| | - Weijie Fu
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
- Key Laboratory of Exercise and Health Sciences of Ministry of Education, Shanghai University of Sport, Shanghai, China
- Shanghai Frontiers Science Research Base of Exercise and Metabolic Health, Shanghai University of Sport, Shanghai, China
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Non-South East Asians have a better running economy and different anthropometrics and biomechanics than South East Asians. Sci Rep 2022; 12:6291. [PMID: 35428794 PMCID: PMC9012817 DOI: 10.1038/s41598-022-10030-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 03/21/2022] [Indexed: 11/09/2022] Open
Abstract
Running biomechanics and ethnicity can influence running economy (RE), which is a critical factor of running performance. Our aim was to compare RE of South East Asian (SEA) and non-South East Asian (non-SEA) runners at several endurance running speeds (10-14 km/h) matched for on-road racing performance and sex. Secondly, we explored anthropometric characteristics and relationships between RE and anthropometric and biomechanical variables. SEA were 6% less economical (p = 0.04) than non-SEA. SEA were lighter and shorter than non-SEA, and had lower body mass indexes and leg lengths (p ≤ 0.01). In terms of biomechanics, a higher prevalence of forefoot strikers in SEA than non-SEA was seen at each speed tested (p ≤ 0.04). Furthermore, SEA had a significantly higher step frequency (p = 0.02), shorter contact time (p = 0.04), smaller footstrike angle (p < 0.001), and less knee extension at toe-off (p = 0.03) than non-SEA. Amongst these variables, only mass was positively correlated to RE for both SEA (12 km/h) and non-SEA (all speeds); step frequency, negatively correlated to RE for both SEA (10 km/h) and non-SEA (12 km/h); and contact time, positively correlated to RE for SEA (12 km/h). Despite the observed anthropometric and biomechanical differences between cohorts, these data were limited in underpinning the observed RE differences at a group level. This exploratory study provides preliminary indications of potential differences between SEA and non-SEA runners warranting further consideration. Altogether, these findings suggest caution when generalizing from non-SEA running studies to SEA runners.
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Breet MC, Venter R. Are habitually barefoot children compelled to wear ill-fitting school shoes? A cross-sectional study. BMC Pediatr 2022; 22:187. [PMID: 35395740 PMCID: PMC8991688 DOI: 10.1186/s12887-022-03263-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 04/01/2022] [Indexed: 11/16/2022] Open
Abstract
Background Research shows that ill-fitting shoes can negatively impact the development of the pediatric foot, in a very direct manner. The primary aim of the study was to determine if the dimensions of available prescribed school shoes fit the foot dimensions of habitually barefoot South African children and adolescents. Methods A cross-sectional observational study was conducted where static standing foot measurements of children and adolescents from urban and rural schools were obtained with a mobile caliper. The maximum heel-toe-length and foot width with an added 10 mm toe- and width fit allowance to each participant, were compared to the corresponding school shoe length and shoe width available in retail. A mixed model ANOVA was used to compare foot dimensions between gender, age and side. Results Six hundred and ninety-eight school children (N = 698) (431 girls; 267 boys; average age 10.86 years, SD = 2.55) were participants. A total of seventy-seven (N = 77) black coloured prescribed school shoes currently available in retail ranging from different styles and brands were measured. Results show that, comparing the shoe length and maximum heel-toe-length of participants, as well as taking 10 mm toe allowance into account, fifty-nine percent (59%) of children wore shoes that were not the correct length. With regards to the shoe width and the added 10 mm of width fit allowance, ninety-eight percent (98%) of the shoes worn by participants were too narrow for their feet. Conclusions Results confirmed that school shoes currently available in retail, are not suited for the habitually barefoot population studied. It is recommended that the shoe manufacturing industry should consider the shoe width of school shoes for children and adolescents in habitually barefoot populations to avoid the long-term negative effect of ill-fitting shoes on the pediatric foot.
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Affiliation(s)
- Marise Carina Breet
- Movement Laboratory, Department of Sport Science, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa.
| | - Ranel Venter
- Movement Laboratory, Department of Sport Science, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
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12
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Xiang L, Gu Y, Mei Q, Wang A, Shim V, Fernandez J. Automatic Classification of Barefoot and Shod Populations Based on the Foot Metrics and Plantar Pressure Patterns. Front Bioeng Biotechnol 2022; 10:843204. [PMID: 35402419 PMCID: PMC8984198 DOI: 10.3389/fbioe.2022.843204] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 02/25/2022] [Indexed: 11/13/2022] Open
Abstract
The human being’s locomotion under the barefoot condition enables normal foot function and lower limb biomechanical performance from a biological evolution perspective. No study has demonstrated the specific differences between habitually barefoot and shod cohorts based on foot morphology and dynamic plantar pressure during walking and running. The present study aimed to assess and classify foot metrics and dynamic plantar pressure patterns of barefoot and shod people via machine learning algorithms. One hundred and forty-six age-matched barefoot (n = 78) and shod (n = 68) participants were recruited for this study. Gaussian Naïve Bayes were selected to identify foot morphology differences between unshod and shod cohorts. The support vector machine (SVM) classifiers based on the principal component analysis (PCA) feature extraction and recursive feature elimination (RFE) feature selection methods were utilized to separate and classify the barefoot and shod populations via walking and running plantar pressure parameters. Peak pressure in the M1-M5 regions during running was significantly higher for the shod participants, increasing 34.8, 37.3, 29.2, 31.7, and 40.1%, respectively. The test accuracy of the Gaussian Naïve Bayes model achieved an accuracy of 93%. The mean 10-fold cross-validation scores were 0.98 and 0.96 for the RFE- and PCA-based SVM models, and both feature extract-based and feature select-based SVM models achieved an accuracy of 95%. The foot shape, especially the forefoot region, was shown to be a valuable classifier of shod and unshod groups. Dynamic pressure patterns during running contribute most to the identification of the two cohorts, especially the forefoot region.
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Affiliation(s)
- Liangliang Xiang
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- *Correspondence: Yaodong Gu,
| | - Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Alan Wang
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| | - Vickie Shim
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Justin Fernandez
- Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Department of Engineering Science, The University of Auckland, Auckland, New Zealand
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13
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Yu L, Yu P, Liu W, Gao Z, Sun D, Mei Q, Fernandez J, Gu Y. Understanding Foot Loading and Balance Behavior of Children with Motor Sensory Processing Disorder. CHILDREN 2022; 9:children9030379. [PMID: 35327751 PMCID: PMC8947083 DOI: 10.3390/children9030379] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/05/2022] [Accepted: 03/07/2022] [Indexed: 12/03/2022]
Abstract
Sensory processing disorder (SPD) could influence the neuromuscular response and adjustment to external sensory discrimination and lead to disruptions in daily locomotion. The objective of the current study was to compare plantar loadings and foot balance during walking, running and turning activities in SPD children in order to reveal the behavioral strategy of movement and balance control. Six SPD children and six age-match healthy controls participated in the test using a FootScan plantar pressure plate. The time-varying parameters of forces, center of pressure and foot balance index were analyzed using an open-source one-dimensional Statistical Parametric Mapping (SPM1d) package. No difference was found in foot balance and plantar loadings during walking, while limited supination–pronation motion was observed in the SPD children during running and turning. The plantar forces were mainly located in the midfoot region while less toe activity was found as well. Findings should be noted that SPD children had limited supination–pronation movement for shock attenuation in the foot complex and reduced ankle pronation to assist push-off and toe gripping movements. Understanding the behavior of plantar loading strategy and balance control during walking, running and turning activities may provide clinical implications for the rehabilitation and training of daily tasks.
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Affiliation(s)
- Lin Yu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (L.Y.); (P.Y.); (W.L.); (Z.G.); (J.F.)
- Faculty of Sports Sciences and Coaching, Sultan Idris Education University, Tanjong Malim 35910, Malaysia
| | - Peimin Yu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (L.Y.); (P.Y.); (W.L.); (Z.G.); (J.F.)
- Research Academy of Grand Health, Ningbo University, Ningbo 315211, China
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand
| | - Wei Liu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (L.Y.); (P.Y.); (W.L.); (Z.G.); (J.F.)
- Faculty of Engineering, University of Pannonia, 8200 Veszprém, Hungary
| | - Zixiang Gao
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (L.Y.); (P.Y.); (W.L.); (Z.G.); (J.F.)
- Faculty of Engineering, University of Pannonia, 8200 Veszprém, Hungary
| | - Dong Sun
- Department of Public Service and Management, Ningbo College of Health Sciences, Ningbo 315199, China
- Correspondence: (D.S.); (Q.M.); (Y.G.)
| | - Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (L.Y.); (P.Y.); (W.L.); (Z.G.); (J.F.)
- Research Academy of Grand Health, Ningbo University, Ningbo 315211, China
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand
- Correspondence: (D.S.); (Q.M.); (Y.G.)
| | - Justin Fernandez
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (L.Y.); (P.Y.); (W.L.); (Z.G.); (J.F.)
- Research Academy of Grand Health, Ningbo University, Ningbo 315211, China
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (L.Y.); (P.Y.); (W.L.); (Z.G.); (J.F.)
- Research Academy of Grand Health, Ningbo University, Ningbo 315211, China
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand
- Correspondence: (D.S.); (Q.M.); (Y.G.)
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14
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Xiang L, Mei Q, Wang A, Shim V, Fernandez J, Gu Y. Evaluating function in the hallux valgus foot following a 12-week minimalist footwear intervention: A pilot computational analysis. J Biomech 2022; 132:110941. [DOI: 10.1016/j.jbiomech.2022.110941] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 12/11/2021] [Accepted: 12/31/2021] [Indexed: 10/19/2022]
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15
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Saeedi H, Azadinia F, Jalali M, Bagheripour B, Ronasi P, Ershadi FS. Shoes with elastic upper vs. shoes with a round toe box for perceived comfort and interdigital forefoot pressure in patients with hallux valgus deformity. FOOTWEAR SCIENCE 2021. [DOI: 10.1080/19424280.2021.1950216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Hassan Saeedi
- Rehabilitation Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Azadinia
- Rehabilitation Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Maryam Jalali
- Rehabilitation Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Batoul Bagheripour
- Department of Orthotics and Prosthetics, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Paniz Ronasi
- Rehabilitation Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Farhoud Saeid Ershadi
- Department of Orthotics and Prosthetics, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
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16
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Mei Q, Xiang L, Yu P, Fernandez J, Gu Y. Statistical shape modelling of the population-based feet. FOOTWEAR SCIENCE 2021. [DOI: 10.1080/19424280.2021.1916622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Qichang Mei
- Faculty of Sports Science, Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Liangliang Xiang
- Faculty of Sports Science, Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Peimin Yu
- Faculty of Sports Science, Research Academy of Grand Health, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Justin Fernandez
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Yaodong Gu
- Faculty of Sports Science, Research Academy of Grand Health, Ningbo University, Ningbo, China
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17
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Kinz W, Groll-Knapp E, Kundi M. Hallux valgus in pre-school-aged children: the effects of too-short shoes on the hallux angle and the effects of going barefoot on podiatric health. FOOTWEAR SCIENCE 2020. [DOI: 10.1080/19424280.2020.1853826] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Wieland Kinz
- Department of Environmental Health, Center for Public Health, Medical University of Vienna, Vienna, Austria
| | - Elisabeth Groll-Knapp
- Department of Environmental Health, Center for Public Health, Medical University of Vienna, Vienna, Austria
| | - Michael Kundi
- Department of Environmental Health, Center for Public Health, Medical University of Vienna, Vienna, Austria
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18
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Stewart M, Clark-Wilson R, Breeze PS, Janulis K, Candy I, Armitage SJ, Ryves DB, Louys J, Duval M, Price GJ, Cuthbertson P, Bernal MA, Drake NA, Alsharekh AM, Zahrani B, Al-Omari A, Roberts P, Groucutt HS, Petraglia MD. Human footprints provide snapshot of last interglacial ecology in the Arabian interior. SCIENCE ADVANCES 2020; 6:6/38/eaba8940. [PMID: 32948582 PMCID: PMC7500939 DOI: 10.1126/sciadv.aba8940] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 07/31/2020] [Indexed: 05/03/2023]
Abstract
The nature of human dispersals out of Africa has remained elusive because of the poor resolution of paleoecological data in direct association with remains of the earliest non-African people. Here, we report hominin and non-hominin mammalian tracks from an ancient lake deposit in the Arabian Peninsula, dated within the last interglacial. The findings, it is argued, likely represent the oldest securely dated evidence for Homo sapiens in Arabia. The paleoecological evidence indicates a well-watered semi-arid grassland setting during human movements into the Nefud Desert of Saudi Arabia. We conclude that visitation to the lake was transient, likely serving as a place to drink and to forage, and that late Pleistocene human and mammalian migrations and landscape use patterns in Arabia were inexorably linked.
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Affiliation(s)
- Mathew Stewart
- Extreme Events Research Group, Max Planck Institute for Chemical Ecology, Hans-Knöll-Strasse 8, 07745 Jena, Germany.
- Department of Archaeology, Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, D-07743 Jena, Germany
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Strasse 10, 07745 Jena, Germany
| | - Richard Clark-Wilson
- Department of Geography, Royal Holloway, University of London, London, Egham, Surrey TW20 0EX, UK.
| | - Paul S Breeze
- Department of Geography, King's College London, London, UK
| | - Klint Janulis
- School of Archaeology, University of Oxford, 36 Beaumont Street, Oxford OX1 2PG, UK
| | - Ian Candy
- Department of Geography, Royal Holloway, University of London, London, Egham, Surrey TW20 0EX, UK
| | - Simon J Armitage
- Department of Geography, Royal Holloway, University of London, London, Egham, Surrey TW20 0EX, UK
- SFF Centre for Early Sapiens Behaviour (SapiensCE), University of Bergen, Post Box 7805, 5020 Bergen, Norway
| | - David B Ryves
- Geography and Environment, Loughborough University, Loughborough, Leics LE11 3TU, UK
| | - Julien Louys
- Australian Research Centre for Human Evolution (ARCHE), Environmental Futures Research Institute, Griffith University, Nathan, QLD, Australia
| | - Mathieu Duval
- Australian Research Centre for Human Evolution (ARCHE), Environmental Futures Research Institute, Griffith University, Nathan, QLD, Australia
- Centro Nacional de Investigación sobre la Evolución Humana (CENIEH), Burgos09002, Spain
| | - Gilbert J Price
- School of Earth and Environmental Sciences, University of Queensland, St. Lucia QLD 4072, Australia
| | - Patrick Cuthbertson
- Department of Early Prehistory and Quaternary Ecology, University of Tübingen, Tübingen, Germany
| | - Marco A Bernal
- Fundación Instituto de Investigación de Prehistoria y Evolución Humama. PALEOMÁGINA, Centro de Investigaciones Prehistóricas de Sierra Mágina Calle Nueva s/n; 23537 Bedmar (Jaén), Spain
| | - Nick A Drake
- Department of Geography, King's College London, London, UK
- Department of Archaeology, Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, D-07743 Jena, Germany
| | - Abdullah M Alsharekh
- Department of Archaeology, College of Tourism and Archaeology, King Saud University, Riyadh, Saudi Arabia
| | - Badr Zahrani
- Saudi Commission for Tourism and National Heritage, Riyadh, Saudi Arabia
| | - Abdulaziz Al-Omari
- Saudi Commission for Tourism and National Heritage, Riyadh, Saudi Arabia
| | - Patrick Roberts
- Department of Archaeology, Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, D-07743 Jena, Germany
| | - Huw S Groucutt
- Extreme Events Research Group, Max Planck Institute for Chemical Ecology, Hans-Knöll-Strasse 8, 07745 Jena, Germany
- Department of Archaeology, Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, D-07743 Jena, Germany
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Strasse 10, 07745 Jena, Germany
| | - Michael D Petraglia
- Department of Archaeology, Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, D-07743 Jena, Germany.
- Human Origins Program, National Museum of Natural History, Smithsonian Institution, Washington, DC 20013, USA
- School of Social Science, University of Queensland, St. Lucia, QLD 4072, Australia
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19
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Hébert-Losier K, Patoz A, Gindre C, Lussiana T. Footstrike pattern at the 10 km and 39 km points of the Singapore marathon in recreational runners. FOOTWEAR SCIENCE 2020. [DOI: 10.1080/19424280.2020.1803993] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Kim Hébert-Losier
- Division of Health, Engineering, Computing and Science, Te Huataki Waiora School of Health, Adams Centre for High Performance, University of Waikato, Tauranga, New Zealand
- Department of Sports Science, National Sports Institute of Malaysia, Kuala Lumpur, Malaysia
| | - Aurélien Patoz
- Research and Development Department, Volodalen Swiss SportLab, Aigle, Switzerland
| | - Cyrille Gindre
- Research and Development Department, Volodalen Swiss SportLab, Aigle, Switzerland
| | - Thibault Lussiana
- Research and Development Department, Volodalen Swiss SportLab, Chavéria, France
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20
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Locomotion Variations of Arch Index and Interlimb Symmetry in Shod and Barefoot Populations. Appl Bionics Biomech 2020; 2020:7610789. [PMID: 32565888 PMCID: PMC7281800 DOI: 10.1155/2020/7610789] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 02/05/2020] [Accepted: 02/13/2020] [Indexed: 11/17/2022] Open
Abstract
The purpose of this study was to investigate the variations of arch index from static standing to dynamic walking and running; furthermore, the interlimb symmetry was checked in the two populations. A total of eighty male participants were recruited for this study, with forty habitually barefoot and forty habitually shod males, respectively. Arch index (AI) was calculated following the previously established “gold standard” measurement via contact areas recorded from EMED. Repeated measure analysis of variance (ANOVA) was employed to compare the difference between static and dynamic walking and running arch index. Paired-samples t-test and symmetry index (SI) were used to investigate the symmetry of the left foot arch index and right foot arch index. It was found that the dynamic arch index was significantly higher than the static arch index in barefoot and shod males, showing an increase from static weight-bearing standing to dynamic walking and running. However, interlimb (right-left) symmetry in the foot arch index was observed in the two populations. Dynamic changes of the arch index may provide implications that need to be considered while designing shoe lasts or insoles. Knowledge of the healthy arch index range reported from this study could also be used as a standard baseline to probe into foot and arch disorders.
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21
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Cen X, Xu D, Baker JS, Gu Y. Effect of additional body weight on arch index and dynamic plantar pressure distribution during walking and gait termination. PeerJ 2020; 8:e8998. [PMID: 32341901 PMCID: PMC7182029 DOI: 10.7717/peerj.8998] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 03/26/2020] [Indexed: 11/20/2022] Open
Abstract
The medial longitudinal arch is considered as an essential feature which distinguishes humans from other primates. The longitudinal arch plays a supporting and buffering role in human daily physical activities. However, bad movement patterns could lead to deformation of arch morphology, resulting in foot injuries. The authors aimed to investigate any alterations in static and dynamic arch index following different weight bearings. A further aim was to analyze any changes in plantar pressure distribution characteristics on gait during walking and stopping, Twelve males were required to complete foot morphology scans and three types of gait tests with 0%, 10%, 20% and 30% of additional body weight. The dynamic gait tests included walking, planned and unplanned gait termination. Foot morphology details and plantar pressure data were collected from subjects using the Easy-Foot-Scan and Footscan pressure platform. No significant differences were observed in static arch index when adding low levels of additional body weight (10%). There were no significant changes observed in dynamic arch index when loads were added in the range of 20% to 30%, except in unplanned gait termination. Significant maximal pressure increases were observed in the rearfoot during walking and in both the forefoot and rearfoot during planned gait termination. In addition, significant maximum pressure increases were shown in the lateral forefoot and midfoot during unplanned gait termination when weight was increased. Findings from the study indicated that excessive weight bearing could lead to a collapse of the arch structure and, therefore, increases in plantar loading. This may result in foot injuries, especially during unplanned gait termination.
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Affiliation(s)
- Xuanzhen Cen
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Datao Xu
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Julien S Baker
- Department of Sport and Physical Education, Hong Kong Baptist University, Hong Kong, China
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
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22
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Cen X, Xu D, Baker JS, Gu Y. Association of Arch Stiffness with Plantar Impulse Distribution during Walking, Running, and Gait Termination. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17062090. [PMID: 32245235 PMCID: PMC7143069 DOI: 10.3390/ijerph17062090] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 03/20/2020] [Accepted: 03/20/2020] [Indexed: 12/03/2022]
Abstract
The purpose of this study was to determine relationships between arch stiffness and relative regional impulse during walking, running, and stopping. A total of 61 asymptomatic male subjects volunteered to participate in the study. All were classified by calculating the arch stiffness index using 3-dimensional foot morphological scanning. Plantar pressure distribution data were collected from participants using a Footscan pressure platform during gait tests that included walking, running, and gait termination. The stiff arches group (n = 19) and flexible arches group (n = 17) were included in the following data analysis. The results suggested that subjects with stiffer arches had a larger and smaller percentage of plantar impulse in the forefoot and rearfoot, respectively, than subjects with more flexible arches during walking and running. However, during gait termination, which included planned and unplanned gait stopping, the plantar impulse distribution pattern was found to be reversed. The current findings demonstrate that the distributional changes of plantar loading follow unidirectional transfer between the forefoot and the rearfoot on the plantar longitudinal axis. Moreover, the patterns of impulse distribution are also different based on different gait task mechanisms.
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Affiliation(s)
- Xuanzhen Cen
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (X.C.); (D.X.)
| | - Datao Xu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (X.C.); (D.X.)
| | - Julien S. Baker
- Department of Sport and Physical Education, Hong Kong Baptist University, Hong Kong, China;
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo 315211, China; (X.C.); (D.X.)
- Correspondence: ; Tel.: +86-574-8760-0456
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23
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Multi-Segmental Motion in Foot during Counter-Movement Jump with Toe Manipulation. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10051893] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Human toes are crucial for vertical jumping performance. The purpose of this study is to investigate the acute effect of hallux abduction manipulation on foot inter-segment kinematic alterations and plantar loading redistribution during the countermovement jump (CMJ). Thirteen participants were recruited to join in this experiment, for the collection of the foot inter-segment kinematics and plantar pressure data. During the take-off phase, the contact area presented a significant increase while the pressure-time integral decreased in the second metatarsal (M2), whilst the third metatarsal (M3) and fourth metatarsal (M4) decreased significantly in pressure-time integral with Toe-Manipulation (TM). During the landing phase, maximum force and peak pressure were smaller in the big toe (BT) after hallux abduction manipulation. HXFFA (hallux-forefoot angle) showed a greater pronation after manipulation in the frontal plane (0%–26% and 50%–100%) with p = 0.002 and p < 0.001. In the transverse plane, the smaller adductions were found during 62%–82% in take-off and 62%–91% in landing (p = 0.003 and p < 0.001). There was a redistributed plantar loading during the landing phase from the medial to lateral forefoot. However, a reduced hallux range of motion in the TM session was exhibited, compared to Non-Toe-Manipulation (NTM).
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Mei Q, Gu Y, Xiang L, Yu P, Gao Z, Shim V, Fernandez J. Foot shape and plantar pressure relationships in shod and barefoot populations. Biomech Model Mechanobiol 2019; 19:1211-1224. [DOI: 10.1007/s10237-019-01255-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 11/05/2019] [Indexed: 10/25/2022]
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25
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Morphology-Related Foot Function Analysis: Implications for Jumping and Running. APPLIED SCIENCES-BASEL 2019. [DOI: 10.3390/app9163236] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Barefoot and shod running has received increased attention in recent years, however, the influence of morphology-related foot function has not been explored. This study aimed to investigate morphology-related jumping and running biomechanical functions in habitually barefoot and shod males. A total of 90 barefoot males (Indians) and 130 shod males (Chinese), with significant forefoot and toe morphology differences, participated in a vertical jump and running test to enable the collection of kinematic and kinetic data. The difference of pressure distribution in the hallux and forefoot was shown while jumping and running. The unrestricted forefoot and toes of the barefoot group presented flexible movement and leverage functions to expand the forefoot loading area during performance of the two tasks. Findings related to morphology functions, especially in the forefoot and toe may provide useful information for footwear design.
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26
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Mei Q, Gu Y, Shim V, Fernandez J. Relating foot morphology and plantar pressure in shod and barefoot populations. FOOTWEAR SCIENCE 2019. [DOI: 10.1080/19424280.2019.1606058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Qichang Mei
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- Faculty of Sports Science & Research Academy of Grand Health, Ningbo University, Ningbo, China
| | - Yaodong Gu
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- Faculty of Sports Science & Research Academy of Grand Health, Ningbo University, Ningbo, China
| | - Vickie Shim
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Justin Fernandez
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
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27
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Garofolini A, Taylor S. The effect of running on foot muscles and bones: A systematic review. Hum Mov Sci 2019; 64:75-88. [PMID: 30682645 DOI: 10.1016/j.humov.2019.01.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2018] [Revised: 01/09/2019] [Accepted: 01/10/2019] [Indexed: 12/12/2022]
Abstract
Despite the widespread evidence of running as a health-preserving exercise, little is known concerning its effect on the foot musculature and bones. While running may influence anatomical foot adaptation, it remains unclear to what extent these adaptations occur. The aim of this paper is to provide a systematic review of the studies that investigated the effects of running and the adaptations that occur in foot muscles and bones. The search was performed following the PRISMA guidelines. Relevant keywords were used for the search through PubMed/MEDLINE, Scopus and SPORTDiscus. The methodological quality of intervention studies was assessed using the Downs and Black checklist. For cross-sectional studies, the Newcastle-Ottawa scale was used. Sixteen studies were found meeting the inclusion criteria. In general, the included studies were deemed to be of moderate methodological quality. Although results of relevant literature are limited and somewhat contradictory, the outcome suggests that running may increase foot muscle volume, muscle cross-sectional area and bone density, but this seems to depend on training volume and experience. Future studies conducted in this area should aim for a standard way of reporting foot muscle/bone characteristics. Also, herein, suggestions for future research are provided.
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Affiliation(s)
| | - Simon Taylor
- Institute for Health and Sport (IHeS), Victoria University, Melbourne, Australia
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28
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Xiang L, Mei Q, Fernandez J, Gu Y. Minimalist shoes running intervention can alter the plantar loading distribution and deformation of hallux valgus: A pilot study. Gait Posture 2018; 65:65-71. [PMID: 30558948 DOI: 10.1016/j.gaitpost.2018.07.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Revised: 06/18/2018] [Accepted: 07/03/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Hallux valgus (HV) is one common deformity of the human foot. Metatarsal pain, gait deviation and foot function disorder may occur when HV is severe. RESEARCH QUESTION It was hypothesized that a 12-week minimalist shoes running intervention among mild and moderate hallux valgus males may alter foot morphology and plantar pressure distribution during walking and running. METHODS The foot morphology and plantar pressure data, in this study, were collected from eleven participants using the Easy-Foot-Scan (EFS) and Novel EMED force plate. RESULTS Compared to pre-intervention sessions, the hallux abductus angle and forefoot width decreased significantly with increased metatarsal waist girth in the post-intervention session. The peak pressure, maximum force and force time integral in the first metatarsal reduced significantly due to the distribution of plantar pressure to the central foot regions. SIGNIFICANCE The findings suggest that minimalist shoes may deform forefoot morphology and neutralize loading concentration for mild and moderate hallux valgus.
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Affiliation(s)
| | - Qichang Mei
- Faculty of Sports Science, Ningbo University, Ningbo, China; Research Academy of Grand Health, Ningbo University, Ningbo, China; Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Justin Fernandez
- Research Academy of Grand Health, Ningbo University, Ningbo, China; Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand; Department of Engineering Science, University of Auckland, Auckland, New Zealand
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China; Research Academy of Grand Health, Ningbo University, Ningbo, China; Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand.
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Hollander K, Heidt C, VAN DER Zwaard BC, Braumann KM, Zech A. Long-Term Effects of Habitual Barefoot Running and Walking: A Systematic Review. Med Sci Sports Exerc 2017; 49:752-762. [PMID: 27801744 DOI: 10.1249/mss.0000000000001141] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
INTRODUCTION Barefoot locomotion is widely believed to be beneficial for motor development and biomechanics but are implied to be responsible for foot pathologies and running-related injuries. Although most of available studies focused on acute effects of barefoot running and walking little is known regarding the effects of long-term barefoot versus shod locomotion. The purpose of this study was to systematically review the literature to evaluate current evidence of habitual barefoot (HB) versus habitual shod locomotion on foot anthropometrics, biomechanics, motor performance, and pathologies. METHODS Four electronic databases were searched using terms related to habitually barefoot locomotion. Relevant studies were identified based on title, abstract, and full text, and a forward (citation tracking) and backward (references) search was performed. Risk of bias was assessed, data pooling, and meta-analysis (random effects model) performed and finally levels of evidence determined. RESULTS Fifteen studies with 8399 participants were included. Limited evidence was found for a reduced ankle dorsiflexion at footstrike (pooled effect size, -3.47; 95% confidence interval [CI], -5.18 to -1.76) and a lower pedobarographically measured hallux angle (-1.16; 95% CI, -1.64 to -0.68). HB populations had wider (0.55; 95% CI, 0.06-1.05) but no shorter (-0.22; 95% CI, -0.51 to 0.08) feet compared with habitual shod populations. No differences in relative injury rates were found, with limited evidence for a different body part distribution of musculoskeletal injuries and more foot pathologies and less foot deformities and defects in HB runners. CONCLUSIONS Only limited or very limited evidence is found for long-term effects of HB locomotion regarding biomechanics or health-related outcomes. Moreover, no evidence exists for motor performance. Future research should include prospective study designs.
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Affiliation(s)
- Karsten Hollander
- 1Department of Sports and Exercise Medicine, Institute of Human Movement Science, University of Hamburg, GERMANY; 2Department of Orthopaedics, Balgrist University Hospital, University of Zurich, Zurich, SWITZERLAND; 3Department of Sport Science, Stellenbosch University, Stellenbosch, SOUTH AFRICA; and 4Institute of Sport Science, Friedrich Schiller University Jena, GERMANY
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Hollander K, de Villiers JE, Sehner S, Wegscheider K, Braumann KM, Venter R, Zech A. Growing-up (habitually) barefoot influences the development of foot and arch morphology in children and adolescents. Sci Rep 2017; 7:8079. [PMID: 28808276 PMCID: PMC5556098 DOI: 10.1038/s41598-017-07868-4] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 07/04/2017] [Indexed: 02/06/2023] Open
Abstract
The development of the human foot is crucial for motor learning in children and adolescents as it ensures the basic requirements for bipedal locomotion and stable standing. Although there is an ongoing debate of the advantages and disadvantages of early and permanent footwear use, the influence of regular barefootness on foot characteristics in different stages of child development has not been extensively evaluated. A multicenter epidemiological study was conducted to compare the foot morphology between habitually barefoot children and adolescents (N = 810) to age-, sex- and ethnicity-matched counterparts that are used to wearing shoes. While controlling for confounders, we found that habitual footwear use has significant effects on foot-related outcomes in all age groups, such as a reduction in foot arch and hallux angles. The results indicate an impact of habitual footwear use on the development of the feet of children and adolescents. Therefore, growing up barefoot or shod may play an important role for childhood foot development, implying long-term consequences for motor learning and health later in life.
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Affiliation(s)
- Karsten Hollander
- Department of Sports and Exercise Medicine, Institute of Human Movement Science, University of Hamburg, Hamburg, Germany.
| | - Johanna Elsabe de Villiers
- Department of Sports and Exercise Medicine, Institute of Human Movement Science, University of Hamburg, Hamburg, Germany.,Department of Sport Science, Stellenbosch University, Stellenbosch, South Africa
| | - Susanne Sehner
- Department of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Karl Wegscheider
- Department of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Klaus-Michael Braumann
- Department of Sports and Exercise Medicine, Institute of Human Movement Science, University of Hamburg, Hamburg, Germany
| | - Ranel Venter
- Department of Sport Science, Stellenbosch University, Stellenbosch, South Africa
| | - Astrid Zech
- Department of Sport Science, Friedrich Schiller University Jena, Jena, Germany
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31
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Shu Y, Zhang Y, Fu L, Fekete G, Baker JS, Li J, Gu Y. Dynamic loading and kinematics analysis of vertical jump based on different forefoot morphology. SPRINGERPLUS 2016; 5:1999. [PMID: 27933255 PMCID: PMC5120166 DOI: 10.1186/s40064-016-3682-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Accepted: 11/14/2016] [Indexed: 12/26/2022]
Abstract
Purpose This study examined differences in ankle motion and plantar pressure between habitually barefoot male (HBM) and habitually shod male (HSM) during vertical jump. Methods Eighteen habitually barefoot males and twenty habitually shod males volunteered to join the test. Distance between hallux and second toe was measured with Easy-Foot-Scan. Plantar pressure and ankle kinematics were measured with EMED force platform and Vicon motion analysis system respectively. T test was taken to analyse the significant differences using Stata 12.0 software. Results The distance between hallux and other toes in HBM was greater than it in HSM. HBM showed larger plantar loading under hallux and medial forefoot, while HSM showed lager plantar loading under medial and central forefoot. HBM had smaller ankle plantarflexion, eversion and external rotation than HSM. Conclusion Findings of this study provide basic information for further studies on different hallux/toe function in motion control between habitually shod and barefoot populations.
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Affiliation(s)
- Yang Shu
- Faculty of Sports Science, Ningbo University, No. 818, Fenghua Road, Jiangbei District, Ningbo, Zhejiang Province China
| | - Yan Zhang
- Research Academy of Grand Health Interdisciplinary, Ningbo University, Ningbo, China ; Department of Mechanical Engineering, University of West Hungary, Szombathely, Hungary ; Department of Automation, Biomechanics and Mechatronics, The Lodz University of Technology, Lodz, Poland
| | - Lin Fu
- Faculty of Sports Science, Ningbo University, No. 818, Fenghua Road, Jiangbei District, Ningbo, Zhejiang Province China
| | - Gusztáv Fekete
- Department of Mechanical Engineering, University of West Hungary, Szombathely, Hungary
| | - Julien S Baker
- School of Science and Sport, University of the West of Scotland, Paisley, UK
| | - Jianshe Li
- Research Academy of Grand Health Interdisciplinary, Ningbo University, Ningbo, China
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, No. 818, Fenghua Road, Jiangbei District, Ningbo, Zhejiang Province China ; Research Academy of Grand Health Interdisciplinary, Ningbo University, Ningbo, China
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Hollander K, van der Zwaard BC, de Villiers JE, Braumann KM, Venter R, Zech A. The effects of being habitually barefoot on foot mechanics and motor performance in children and adolescents aged 6-18 years: study protocol for a multicenter cross-sectional study (Barefoot LIFE project). J Foot Ankle Res 2016; 9:36. [PMID: 27594919 PMCID: PMC5010736 DOI: 10.1186/s13047-016-0166-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 08/13/2016] [Indexed: 12/04/2022] Open
Abstract
Background Barefoot locomotion has evoked an increasing scientific interest with a controversial debate about benefits and limitations of barefoot and simulated barefoot walking and running. While most current knowledge comes from cross sectional laboratory studies, the evolutionary perspective suggests the importance of investigating the long-term effects. Observing habitually barefoot populations could fill the current gap of missing high quality longitudinal studies. Therefore, the study described in this design paper aims to investigate the effects of being habitually barefoot on foot mechanics and motor performance of children and adolescents. Methods This study has a cross-sectional, binational design and is part of the “Barefoot Locomotion for Individual Foot- and health Enhancement (Barefoot LIFE)” project. Two large cohorts (n(total) = 520) of healthy children and adolescents between 6 and 18 years of age will be included respectively in Germany and South Africa. A barefoot questionnaire will be used to determine habitually barefoot individuals. The testing will be school-based and include foot mechanical (static arch height index, dynamic arch index, foot pliability) and motor performance (coordination, speed, leg power) outcomes. Gender, BMI and level of physical activity will be considered for confounding. Discussion The strength of this study is the comparison of two large cohorts with different footwear habits to determine long-term effects of being habitually barefoot on foot mechanics and motor performance. Electronic supplementary material The online version of this article (doi:10.1186/s13047-016-0166-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Karsten Hollander
- Department of Sports and Exercise Medicine, Institute of Human Movement Science, University of Hamburg, Hamburg, Germany
| | | | - Johanna Elsabe de Villiers
- Department of Sports and Exercise Medicine, Institute of Human Movement Science, University of Hamburg, Hamburg, Germany.,Department of Sport Science, Stellenbosch University, Stellenbosch, South Africa
| | - Klaus-Michael Braumann
- Department of Sports and Exercise Medicine, Institute of Human Movement Science, University of Hamburg, Hamburg, Germany
| | - Ranel Venter
- Department of Sport Science, Stellenbosch University, Stellenbosch, South Africa
| | - Astrid Zech
- Department of Sport Science, Friedrich Schiller University Jena, Jena, Germany
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