Plantar Force Spectra Across Midsole Densities and Treadmill Speeds: A Spatially Resolved Analysis in Relation to Material Properties

dc.citation.issue2
dc.citation.volume16
dc.contributor.authorMacdermid PW
dc.contributor.authorWalker SJ
dc.contributor.authorIngalla B
dc.contributor.authorLeuchanka A
dc.contributor.editorGarcía-Muro San José F
dc.contributor.editorRodríguez-Fernández ÁL
dc.date.accessioned2026-02-10T20:57:11Z
dc.date.issued2026-01-12
dc.description.abstractRunning shoe midsoles are designed to attenuate impact forces while maintaining or improving performance. However, the literature is equivocal, likely due to measurement systems, whereas in vitro testing is conclusively favourable. This study investigated three densities of ATPU foam, comparing in vitro mechanical properties with in vivo plantar force spectral characteristics derived from individualised pressure distributions during treadmill running at varied speeds. In vitro results of slab foam and shoes showed strong positive relationships between impact variables normalised to total impact energy and foam density (r2 > 0.90), and strong negative relationships for time-domain variables normalised to deformation (mm) as density increased (r2 > 0.89). During running, lower midsole density increased ground contact time across speeds (p = 0.041), while spatially resolved high-frequency PSD and peak impact force both decreased (p = 0.043; p = 0.030). However, there were no differences between total vertical force and midsole density (p = 0.232). Relationships between in vitro Peak G and high-frequency PSD were strong across all speeds (r2 = 0.63–0.91). Conversely, reducing midsole density increased active peak force across speeds (p = 0.003), which was strongly related to in vitro energy return (r2 > 0.89). Therefore, plantar force spectra and spatially resolved analyses demonstrate how foam density properties translate from in vitro to in vivo treadmill running, with lower-density foam improving impact attenuation but elevating propulsive forces. Future work needs to verify this in an outdoor setting.
dc.description.confidentialfalse
dc.edition.editionJanuary 2026
dc.identifier.citationMacdermid PW, Walker SJ, Ingalla B, Leuchanka A. (2026). Plantar Force Spectra Across Midsole Densities and Treadmill Speeds: A Spatially Resolved Analysis in Relation to Material Properties. Applied Sciences Switzerland. 16. 2.
dc.identifier.doi10.3390/app16020784
dc.identifier.eissn2076-3417
dc.identifier.elements-typejournal-article
dc.identifier.number784
dc.identifier.urihttps://mro.massey.ac.nz/handle/10179/74121
dc.languageEnglish
dc.publisherMDPI (Basel, Switzerland)
dc.publisher.urihttps://www.mdpi.com/2076-3417/16/2/784
dc.relation.isPartOfApplied Sciences Switzerland
dc.rightsCC BY 4.0
dc.rights(c) 2026 The Author/s
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectmidsole
dc.subjectrunning
dc.subjectrunning shoes
dc.subjectgait
dc.subjectcushioning
dc.subjectenergy return
dc.titlePlantar Force Spectra Across Midsole Densities and Treadmill Speeds: A Spatially Resolved Analysis in Relation to Material Properties
dc.typeJournal article
pubs.elements-id609480
pubs.organisational-groupOther

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