Unlocking the multidimensionality of plantar pressure measurements for the evaluation of footwear in people with diabetes
The offloading effectiveness of custom-made footwear for people with diabetes is assessed using plantar pressure measurements. While such pressure data is multidimensional, it is mostly analyzed using a scalar − maximum peak plantar pressure (PMax). We aimed to investigate the associations between m...
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description | The offloading effectiveness of custom-made footwear for people with diabetes is assessed using plantar pressure measurements. While such pressure data is multidimensional, it is mostly analyzed using a scalar − maximum peak plantar pressure (PMax). We aimed to investigate the associations between multiple peak plantar pressure parameters for footwear assessment and determine whether this assessment depends on the chosen parameter. In-shoe plantar pressure was measured in 77 participants with diabetes, peripheral neuropathy, and a recent ulcer or amputation history, while walking in their own custom-made footwear. Six peak plantar pressure parameters were extracted, both scalar (i.e. Pmax, time integral and gradient) and multidimensional (i.e. time curve, map and time map). Footwear was ranked from highest to lowest outcome for each parameter and associations with Pmax were compared using Spearman’s rank correlation coefficient. A footwear comparison within subjects using Fleiss’ Kappa analysis determined the agreement between parameters using two pairs of footwear of each participant. The rank correlation coefficient was moderate to strong between PMax and the other scalar parameters (ρ = 0.46–0.70), and negligible to weak between PMax and the multidimensional parameters (ρ = 0.03–0.25). Percentage agreement between parameters for the within-subject footwear comparison was poor (47.5 %, κ = 0.0652). We conclude that the association and agreement between in-shoe peak pressure parameters is low and the assessment of offloading effectiveness depends on the chosen parameter. This is the first step in unlocking the potential of a multidimensional approach in plantar pressure analysis, possibly changing how we evaluate footwear offloading effectiveness. |
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While such pressure data is multidimensional, it is mostly analyzed using a scalar − maximum peak plantar pressure (PMax). We aimed to investigate the associations between multiple peak plantar pressure parameters for footwear assessment and determine whether this assessment depends on the chosen parameter. In-shoe plantar pressure was measured in 77 participants with diabetes, peripheral neuropathy, and a recent ulcer or amputation history, while walking in their own custom-made footwear. Six peak plantar pressure parameters were extracted, both scalar (i.e. Pmax, time integral and gradient) and multidimensional (i.e. time curve, map and time map). Footwear was ranked from highest to lowest outcome for each parameter and associations with Pmax were compared using Spearman’s rank correlation coefficient. A footwear comparison within subjects using Fleiss’ Kappa analysis determined the agreement between parameters using two pairs of footwear of each participant. The rank correlation coefficient was moderate to strong between PMax and the other scalar parameters (ρ = 0.46–0.70), and negligible to weak between PMax and the multidimensional parameters (ρ = 0.03–0.25). Percentage agreement between parameters for the within-subject footwear comparison was poor (47.5 %, κ = 0.0652). We conclude that the association and agreement between in-shoe peak pressure parameters is low and the assessment of offloading effectiveness depends on the chosen parameter. This is the first step in unlocking the potential of a multidimensional approach in plantar pressure analysis, possibly changing how we evaluate footwear offloading effectiveness.</description><identifier>ISSN: 0021-9290</identifier><identifier>ISSN: 1873-2380</identifier><identifier>EISSN: 1873-2380</identifier><identifier>DOI: 10.1016/j.jbiomech.2025.112502</identifier><identifier>PMID: 39793511</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Adult ; Aged ; Amputation ; Biomechanical Phenomena ; Biomechanics ; Case reports ; Correlation coefficients ; Data dimensionality ; Diabetes ; Diabetes mellitus ; Diabetes Mellitus - physiopathology ; Diabetic foot ; Diabetic Foot - physiopathology ; Diabetic neuropathy ; Effectiveness ; Evaluation ; Female ; Foot - physiology ; Foot - physiopathology ; Footwear ; Humans ; Leg ulcers ; Male ; Mechanical stress ; Middle Aged ; Offloading ; Parameters ; Peak pressure ; Peripheral neuropathy ; Plantar pressure ; Pressure ; Sensors ; Shoes ; Shoes & boots ; Walking - physiology</subject><ispartof>Journal of biomechanics, 2025-02, Vol.180, p.112502, Article 112502</ispartof><rights>2025 The Authors</rights><rights>Copyright © 2025 The Authors. Published by Elsevier Ltd.. All rights reserved.</rights><rights>2025. The Authors</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c273t-6b830eedc14cdcfc3e6a46de02cae8ae3a5a58ab832248ffa837c81317d78dde3</cites><orcidid>0000-0002-3873-8049</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0021929025000120$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39793511$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Vossen, L.E.</creatorcontrib><creatorcontrib>Bus, S.A.</creatorcontrib><creatorcontrib>Van Netten, J.J.</creatorcontrib><title>Unlocking the multidimensionality of plantar pressure measurements for the evaluation of footwear in people with diabetes</title><title>Journal of biomechanics</title><addtitle>J Biomech</addtitle><description>The offloading effectiveness of custom-made footwear for people with diabetes is assessed using plantar pressure measurements. While such pressure data is multidimensional, it is mostly analyzed using a scalar − maximum peak plantar pressure (PMax). We aimed to investigate the associations between multiple peak plantar pressure parameters for footwear assessment and determine whether this assessment depends on the chosen parameter. In-shoe plantar pressure was measured in 77 participants with diabetes, peripheral neuropathy, and a recent ulcer or amputation history, while walking in their own custom-made footwear. Six peak plantar pressure parameters were extracted, both scalar (i.e. Pmax, time integral and gradient) and multidimensional (i.e. time curve, map and time map). Footwear was ranked from highest to lowest outcome for each parameter and associations with Pmax were compared using Spearman’s rank correlation coefficient. A footwear comparison within subjects using Fleiss’ Kappa analysis determined the agreement between parameters using two pairs of footwear of each participant. The rank correlation coefficient was moderate to strong between PMax and the other scalar parameters (ρ = 0.46–0.70), and negligible to weak between PMax and the multidimensional parameters (ρ = 0.03–0.25). Percentage agreement between parameters for the within-subject footwear comparison was poor (47.5 %, κ = 0.0652). We conclude that the association and agreement between in-shoe peak pressure parameters is low and the assessment of offloading effectiveness depends on the chosen parameter. This is the first step in unlocking the potential of a multidimensional approach in plantar pressure analysis, possibly changing how we evaluate footwear offloading effectiveness.</description><subject>Adult</subject><subject>Aged</subject><subject>Amputation</subject><subject>Biomechanical Phenomena</subject><subject>Biomechanics</subject><subject>Case reports</subject><subject>Correlation coefficients</subject><subject>Data dimensionality</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes Mellitus - physiopathology</subject><subject>Diabetic foot</subject><subject>Diabetic Foot - physiopathology</subject><subject>Diabetic neuropathy</subject><subject>Effectiveness</subject><subject>Evaluation</subject><subject>Female</subject><subject>Foot - physiology</subject><subject>Foot - physiopathology</subject><subject>Footwear</subject><subject>Humans</subject><subject>Leg ulcers</subject><subject>Male</subject><subject>Mechanical stress</subject><subject>Middle Aged</subject><subject>Offloading</subject><subject>Parameters</subject><subject>Peak pressure</subject><subject>Peripheral neuropathy</subject><subject>Plantar pressure</subject><subject>Pressure</subject><subject>Sensors</subject><subject>Shoes</subject><subject>Shoes & boots</subject><subject>Walking - physiology</subject><issn>0021-9290</issn><issn>1873-2380</issn><issn>1873-2380</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkTtPwzAUhS0EglL4C8gSC0uKH3k4GwjxkpBYYLZc-4Y6JHGwHVD_PS4FBhamu3zfsXwOQieULCih5Xm7aJfW9aBXC0ZYsaCUFYTtoBkVFc8YF2QXzQhhNKtZTQ7QYQgtIaTKq3ofHfC6qnlB6Qytn4fO6Vc7vOC4AtxPXbTG9jAE6wbV2bjGrsFjp4aoPB49hDD5xIHa3MTFgBvnv2R4V92kYhI3TuNc_IAk2QGP4MYO8IeNK2ysWkKEcIT2GtUFOP6-c_R8c_10dZc9PN7eX10-ZJpVPGblUnACYDTNtdGN5lCqvDRAmFYgFHBVqEKoRDGWi6ZRgldaUE4rUwljgM_R2TZ39O5tghBlb4OGLn0J3BQkp0Wek9RYkdDTP2jrJp9q-KLqMmdFSp6jcktp70Lw0MjR2175taREbsaRrfwZR27GkdtxknjyHT8tezC_2s8aCbjYApD6eLfgZdAWBg3GetBRGmf_e-MTy26m4Q</recordid><startdate>20250201</startdate><enddate>20250201</enddate><creator>Vossen, L.E.</creator><creator>Bus, S.A.</creator><creator>Van Netten, J.J.</creator><general>Elsevier Ltd</general><general>Elsevier Limited</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7TB</scope><scope>7TS</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3873-8049</orcidid></search><sort><creationdate>20250201</creationdate><title>Unlocking the multidimensionality of plantar pressure measurements for the evaluation of footwear in people with diabetes</title><author>Vossen, L.E. ; Bus, S.A. ; Van Netten, J.J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c273t-6b830eedc14cdcfc3e6a46de02cae8ae3a5a58ab832248ffa837c81317d78dde3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Amputation</topic><topic>Biomechanical Phenomena</topic><topic>Biomechanics</topic><topic>Case reports</topic><topic>Correlation coefficients</topic><topic>Data dimensionality</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Diabetes Mellitus - physiopathology</topic><topic>Diabetic foot</topic><topic>Diabetic Foot - physiopathology</topic><topic>Diabetic neuropathy</topic><topic>Effectiveness</topic><topic>Evaluation</topic><topic>Female</topic><topic>Foot - physiology</topic><topic>Foot - physiopathology</topic><topic>Footwear</topic><topic>Humans</topic><topic>Leg ulcers</topic><topic>Male</topic><topic>Mechanical stress</topic><topic>Middle Aged</topic><topic>Offloading</topic><topic>Parameters</topic><topic>Peak pressure</topic><topic>Peripheral neuropathy</topic><topic>Plantar pressure</topic><topic>Pressure</topic><topic>Sensors</topic><topic>Shoes</topic><topic>Shoes & boots</topic><topic>Walking - physiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Vossen, L.E.</creatorcontrib><creatorcontrib>Bus, S.A.</creatorcontrib><creatorcontrib>Van Netten, J.J.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Physical Education Index</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of biomechanics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Vossen, L.E.</au><au>Bus, S.A.</au><au>Van Netten, J.J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Unlocking the multidimensionality of plantar pressure measurements for the evaluation of footwear in people with diabetes</atitle><jtitle>Journal of biomechanics</jtitle><addtitle>J Biomech</addtitle><date>2025-02-01</date><risdate>2025</risdate><volume>180</volume><spage>112502</spage><pages>112502-</pages><artnum>112502</artnum><issn>0021-9290</issn><issn>1873-2380</issn><eissn>1873-2380</eissn><abstract>The offloading effectiveness of custom-made footwear for people with diabetes is assessed using plantar pressure measurements. While such pressure data is multidimensional, it is mostly analyzed using a scalar − maximum peak plantar pressure (PMax). We aimed to investigate the associations between multiple peak plantar pressure parameters for footwear assessment and determine whether this assessment depends on the chosen parameter. In-shoe plantar pressure was measured in 77 participants with diabetes, peripheral neuropathy, and a recent ulcer or amputation history, while walking in their own custom-made footwear. Six peak plantar pressure parameters were extracted, both scalar (i.e. Pmax, time integral and gradient) and multidimensional (i.e. time curve, map and time map). Footwear was ranked from highest to lowest outcome for each parameter and associations with Pmax were compared using Spearman’s rank correlation coefficient. A footwear comparison within subjects using Fleiss’ Kappa analysis determined the agreement between parameters using two pairs of footwear of each participant. The rank correlation coefficient was moderate to strong between PMax and the other scalar parameters (ρ = 0.46–0.70), and negligible to weak between PMax and the multidimensional parameters (ρ = 0.03–0.25). Percentage agreement between parameters for the within-subject footwear comparison was poor (47.5 %, κ = 0.0652). We conclude that the association and agreement between in-shoe peak pressure parameters is low and the assessment of offloading effectiveness depends on the chosen parameter. This is the first step in unlocking the potential of a multidimensional approach in plantar pressure analysis, possibly changing how we evaluate footwear offloading effectiveness.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>39793511</pmid><doi>10.1016/j.jbiomech.2025.112502</doi><orcidid>https://orcid.org/0000-0002-3873-8049</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Amputation Biomechanical Phenomena Biomechanics Case reports Correlation coefficients Data dimensionality Diabetes Diabetes mellitus Diabetes Mellitus - physiopathology Diabetic foot Diabetic Foot - physiopathology Diabetic neuropathy Effectiveness Evaluation Female Foot - physiology Foot - physiopathology Footwear Humans Leg ulcers Male Mechanical stress Middle Aged Offloading Parameters Peak pressure Peripheral neuropathy Plantar pressure Pressure Sensors Shoes Shoes & boots Walking - physiology |
title | Unlocking the multidimensionality of plantar pressure measurements for the evaluation of footwear in people with diabetes |
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