Footwear Decreases Gait Asymmetry during Running.

Previous research on elderly people has suggested that footwear may improve neuromuscular control of motion. If footwear does in fact improve neuromuscular control, then such an influence might already be present in young, healthy adults. A feature that is often used to assess neuromuscular control of motion is the level of gait asymmetry. The objectives of the study were (a) to develop a comprehensive asymmetry index (CAI) that is capable of detecting gait asymmetry changes caused by external boundary conditions such as footwear, and (b) to use the CAI to investigate whether footwear influences gait asymmetry during running in a healthy, young cohort. Kinematic and kinetic data were collected for both legs of 15 subjects performing five barefoot and five shod over-ground running trials. Thirty continuous gait variables including ground reaction forces and variables of the hip, knee, and ankle joints were computed for each leg. For each individual, the differences between the variables for the right and left leg were calculated. Using this data, a principal component analysis was conducted to obtain the CAI. This study had two main outcomes. First, a sensitivity analysis suggested that the CAI had an improved sensitivity for detecting changes in gait asymmetry caused by external boundary conditions. The CAI may, therefore, have important clinical applications such as monitoring the progress of neuromuscular diseases (e.g. stroke or cerebral palsy). Second, the mean CAI for shod running (131.2 ± 48.5; mean ± standard deviation) was significantly lower (p = 0.041) than the CAI for barefoot running (155.7 ± 39.5). This finding suggests that in healthy, young adults gait asymmetry is reduced when running in shoes compared to running barefoot, which may be a result of improved neuromuscular control caused by changes in the afferent sensory feedback.

Defining functional groups based on running kinematics using Self-Organizing Maps and Support Vector Machines.

A functional group is a collection of individuals who react in a similar way to a specific intervention/product such as a sport shoe. Matching footwear features to a functional group can possibly enhance footwear-related comfort, improve running performance, and decrease the risk of movement-related injuries. To match footwear features to a functional group, one has to first define the different groups using their distinctive movement patterns. Therefore, the main objective of this study was to propose and apply a methodological approach to define functional groups with different movement patterns using Self-Organizing Maps and Support Vector Machines. Further study objectives were to identify differences in age, gender and footwear-related comfort preferences between the functional groups. Kinematic data and subjective comfort preferences of 88 subjects (16-76 years; 45 m/43 f) were analysed. Eight functional groups with distinctive movement patterns were defined. The findings revealed that most of the groups differed in age or gender. Certain functional groups differed in their comfort preferences and, therefore, had group-specific footwear requirements to enhance footwear-related comfort. Some of the groups, which had group-specific footwear requirements, did not show any differences in age or gender. This is important because when defining functional groups simply using common grouping criteria like age or gender, certain functional groups with group-specific movement patterns and footwear requirements might not be detected. This emphasises the power of the proposed pattern recognition approach to automatically define groups by their distinctive movement patterns in order to be able to address their group-specific product requirements.

Assessing Footwear Effects from Principal Features of Plantar Loading during Running.

PURPOSE: The effects of footwear on the musculoskeletal system are commonly assessed by interpreting the resultant force at the foot during the stance phase of running. However, this approach overlooks loading patterns across the entire foot. An alternative technique for assessing foot loading across different footwear conditions is possible using comprehensive analysis tools that extract different foot loading features, thus enhancing the functional interpretation of the differences across different interventions. The purpose of this article was to use pattern recognition techniques to develop and use a novel comprehensive method for assessing the effects of different footwear interventions on plantar loading. METHODS: A principal component analysis was used to extract different loading features from the stance phase of running, and a support vector machine (SVM) was used to determine whether and how these loading features were different across three shoe conditions. RESULTS: The results revealed distinct loading features at the foot during the stance phase of running. The loading features determined from the principal component analysis allowed successful classification of all three shoe conditions using the SVM. Several differences were found in the location and timing of the loading across each pairwise shoe comparison using the output from the SVM. CONCLUSIONS: The analysis approach proposed can successfully be used to compare different loading patterns with a much greater resolution than has been reported previously. This study has several important applications. One such application is that it would not be relevant for a user to select a shoe or for a manufacturer to alter a shoe's construction if the classification across shoe conditions would not have been significant.

The effects of a temporarily manipulated dental occlusion on the position of the spine: a comparison during standing and walking.

BACKGROUND CONTEXT: The relationship between dental occlusion and body posture or even the spine position is often analyzed and confirmed. However, this relationship has not been systematically investigated for standing and walking. PURPOSE: To examine whether a symmetric or asymmetric dental occlusion block, using 4 mm thick silicon panels, can significantly change the spine position (cervical, thoracic, or lumbar region) during standing and walking. STUDY DESIGN: The following study is a cross-sectional study. PATIENT SAMPLE: This study was carried out with 23 healthy subjects (18 women, 5 men) without discomfort in the temporomandibular system or body movement apparatus. OUTCOME MEASURES: Position changes (millimeter) of the spine (cervical, thoracic, lumbar) in frontal, sagittal, and transverse planes of motion. METHODS: The upper spine position was quantified with an ultrasonic distance measurement system (sonoSens Monitor). Every subject placed the 4 mm thick silicon panel systematically between the left/right premolars or the front teeth. Differences between the habitual and manipulated occlusion positions were determined by the Friedman test, followed by pairwise comparisons with applied Bonferroni-Holm correction. RESULTS: During standing and walking there were significant (p≤.05) differences between the occlusion block conditions and the habitual dental position in all body planes except in the right lumbar region during walking. In addition, differences within the manipulated occlusion position could be detected. Significant differences were also shown between the standing and walking trials in the frontal, sagittal, and transverse planes, particularly with respect to the lumbar region (p≤.001). CONCLUSIONS: Symmetrical and asymmetrical occlusion blocks in the premolar region can be associated with changes in all three spine regions during standing and walking. The results showed highly similar reaction patterns in all spine positions, regardless of the location of the silicon panel. Between standing and walking, the main differences were in the lumbar spine. The results suggest a relationship between the chewing and the movement system. However, it must be stated that this study has no direct clinical impact. The study design cannot determine the causality of the observed associations; also the clinical significance of the small postural changes remains unknown.