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Quantifying the uncertainty in tribometer measurements on walkway surfaces
Properly estimating and reporting the uncertainty of walkway surface friction is key to ensuring pedestrian safety. Here we quantified the amount and sources of uncertainty in friction measurements by having four users of four units of each of two walkway tribometer models (Slip-Test Mark IIIB, Engl...
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Published in: | Ergonomics 2021-03, Vol.64 (3), p.396-409 |
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description | Properly estimating and reporting the uncertainty of walkway surface friction is key to ensuring pedestrian safety. Here we quantified the amount and sources of uncertainty in friction measurements by having four users of four units of each of two walkway tribometer models (Slip-Test Mark IIIB, English XL) perform 12 measurements on four samples of four different surfaces that ranged from slippery to slip-resistant. We found that 51-82% of the total variance in the measurements was explained by the user, unit, sample and a user-unit interaction, which means that the variance a single user calculates from their own data does not capture most of the uncertainty in their measurements. Based on these data, the minimum uncertainty associated with the mean of a user's measurements is ±0.064 (Mark IIIB) and ±0.072 (XL) to be 95% confident that their mean captures a surface's available friction.
Practitioner Summary: Walkway surface friction measurements are less accurate than they appear. Based on an experiment quantifying the amount and sources of uncertainty in surface friction measurements using two common tribometers, we quantified and report the minimum uncertainty that users can assign to their walkway surface friction measurements.
Abbreviations: ANOVA: analysis of variance; ANSI: American National Standards Institute; CI: confidence interval; E: east; ILS: interlaboratory study; ISO: International Standards Organization; JCGM: joint committee for guides in metrology; N: north; S: south; SBR: styrene-butadiene rubber; SD: standard deviation; TR: test result; W: west |
doi_str_mv | 10.1080/00140139.2020.1797182 |
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Practitioner Summary: Walkway surface friction measurements are less accurate than they appear. Based on an experiment quantifying the amount and sources of uncertainty in surface friction measurements using two common tribometers, we quantified and report the minimum uncertainty that users can assign to their walkway surface friction measurements.
Abbreviations: ANOVA: analysis of variance; ANSI: American National Standards Institute; CI: confidence interval; E: east; ILS: interlaboratory study; ISO: International Standards Organization; JCGM: joint committee for guides in metrology; N: north; S: south; SBR: styrene-butadiene rubber; SD: standard deviation; TR: test result; W: west</description><identifier>ISSN: 0014-0139</identifier><identifier>EISSN: 1366-5847</identifier><identifier>DOI: 10.1080/00140139.2020.1797182</identifier><identifier>PMID: 32672502</identifier><language>eng</language><publisher>England: Taylor & Francis</publisher><subject>Abbreviations ; available friction ; Butadiene ; Confidence intervals ; flooring ; Friction ; International standards ; Mean ; Pedestrian safety ; slip and fall ; Slip resistance ; Space life sciences ; Styrene ; Tribometers ; tribometry ; Uncertainty ; variability ; Variance analysis ; Walkways</subject><ispartof>Ergonomics, 2021-03, Vol.64 (3), p.396-409</ispartof><rights>2020 Informa UK Limited, trading as Taylor & Francis Group 2020</rights><rights>2020 Informa UK Limited, trading as Taylor & Francis Group</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c442t-72fca3a59c5890e137286e77f52967061b415f59b1f9a0c1bf1060881f7c152d3</citedby><cites>FETCH-LOGICAL-c442t-72fca3a59c5890e137286e77f52967061b415f59b1f9a0c1bf1060881f7c152d3</cites><orcidid>0000-0002-2384-8974 ; 0000-0003-2387-941X ; 0000-0001-6487-387X ; 0000-0002-7381-1336</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32672502$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Siegmund, Gunter P.</creatorcontrib><creatorcontrib>Blanchette, Mark G.</creatorcontrib><creatorcontrib>Brault, John R.</creatorcontrib><creatorcontrib>Chimich, Dennis D.</creatorcontrib><creatorcontrib>Elkin, Benjamin S.</creatorcontrib><title>Quantifying the uncertainty in tribometer measurements on walkway surfaces</title><title>Ergonomics</title><addtitle>Ergonomics</addtitle><description>Properly estimating and reporting the uncertainty of walkway surface friction is key to ensuring pedestrian safety. Here we quantified the amount and sources of uncertainty in friction measurements by having four users of four units of each of two walkway tribometer models (Slip-Test Mark IIIB, English XL) perform 12 measurements on four samples of four different surfaces that ranged from slippery to slip-resistant. We found that 51-82% of the total variance in the measurements was explained by the user, unit, sample and a user-unit interaction, which means that the variance a single user calculates from their own data does not capture most of the uncertainty in their measurements. Based on these data, the minimum uncertainty associated with the mean of a user's measurements is ±0.064 (Mark IIIB) and ±0.072 (XL) to be 95% confident that their mean captures a surface's available friction.
Practitioner Summary: Walkway surface friction measurements are less accurate than they appear. Based on an experiment quantifying the amount and sources of uncertainty in surface friction measurements using two common tribometers, we quantified and report the minimum uncertainty that users can assign to their walkway surface friction measurements.
Abbreviations: ANOVA: analysis of variance; ANSI: American National Standards Institute; CI: confidence interval; E: east; ILS: interlaboratory study; ISO: International Standards Organization; JCGM: joint committee for guides in metrology; N: north; S: south; SBR: styrene-butadiene rubber; SD: standard deviation; TR: test result; W: west</description><subject>Abbreviations</subject><subject>available friction</subject><subject>Butadiene</subject><subject>Confidence intervals</subject><subject>flooring</subject><subject>Friction</subject><subject>International standards</subject><subject>Mean</subject><subject>Pedestrian safety</subject><subject>slip and fall</subject><subject>Slip resistance</subject><subject>Space life sciences</subject><subject>Styrene</subject><subject>Tribometers</subject><subject>tribometry</subject><subject>Uncertainty</subject><subject>variability</subject><subject>Variance analysis</subject><subject>Walkways</subject><issn>0014-0139</issn><issn>1366-5847</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kE1LxDAQhoMoun78BKXgxUs1n01zU8RPBBH0HNJsotE20SRl6b83y64ePHgaZnjemeEB4BDBUwRbeAYhohARcYohLiMuOGrxBpgh0jQ1aynfBLMlUy-hHbCb0ntpCRJ4G-wQ3HDMIJ6B-6dR-ezs5Pxrld9MNXptYlbO56lyvsrRdWEw2cRqMCqN0QzG51QFXy1U_7FQU1WGVmmT9sGWVX0yB-u6B16ur54vb-uHx5u7y4uHWlOKc82x1YooJjRrBTSIcNw2hnPLsGg4bFBHEbNMdMgKBTXqLIINbFtkuUYMz8keOFnt_YzhazQpy8ElbfpeeRPGJDHFtFxqKSvo8R_0PYzRl-8KJTDlGDJSKLaidAwpRWPlZ3SDipNEUC5lyx_ZcilbrmWX3NF6-9gNZv6b-rFbgPMV4LwNcVCLEPu5zGrqQ7RRee2SJP_f-AYM7ozH</recordid><startdate>20210304</startdate><enddate>20210304</enddate><creator>Siegmund, Gunter P.</creator><creator>Blanchette, Mark G.</creator><creator>Brault, John R.</creator><creator>Chimich, Dennis D.</creator><creator>Elkin, Benjamin S.</creator><general>Taylor & Francis</general><general>Taylor & Francis LLC</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QF</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7T2</scope><scope>7TA</scope><scope>7TB</scope><scope>7TS</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>NAPCQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-2384-8974</orcidid><orcidid>https://orcid.org/0000-0003-2387-941X</orcidid><orcidid>https://orcid.org/0000-0001-6487-387X</orcidid><orcidid>https://orcid.org/0000-0002-7381-1336</orcidid></search><sort><creationdate>20210304</creationdate><title>Quantifying the uncertainty in tribometer measurements on walkway surfaces</title><author>Siegmund, Gunter P. ; Blanchette, Mark G. ; Brault, John R. ; Chimich, Dennis D. ; Elkin, Benjamin S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c442t-72fca3a59c5890e137286e77f52967061b415f59b1f9a0c1bf1060881f7c152d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Abbreviations</topic><topic>available friction</topic><topic>Butadiene</topic><topic>Confidence intervals</topic><topic>flooring</topic><topic>Friction</topic><topic>International standards</topic><topic>Mean</topic><topic>Pedestrian safety</topic><topic>slip and fall</topic><topic>Slip resistance</topic><topic>Space life sciences</topic><topic>Styrene</topic><topic>Tribometers</topic><topic>tribometry</topic><topic>Uncertainty</topic><topic>variability</topic><topic>Variance analysis</topic><topic>Walkways</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Siegmund, Gunter P.</creatorcontrib><creatorcontrib>Blanchette, Mark G.</creatorcontrib><creatorcontrib>Brault, John R.</creatorcontrib><creatorcontrib>Chimich, Dennis D.</creatorcontrib><creatorcontrib>Elkin, Benjamin S.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Physical Education Index</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Ergonomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Siegmund, Gunter P.</au><au>Blanchette, Mark G.</au><au>Brault, John R.</au><au>Chimich, Dennis D.</au><au>Elkin, Benjamin S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Quantifying the uncertainty in tribometer measurements on walkway surfaces</atitle><jtitle>Ergonomics</jtitle><addtitle>Ergonomics</addtitle><date>2021-03-04</date><risdate>2021</risdate><volume>64</volume><issue>3</issue><spage>396</spage><epage>409</epage><pages>396-409</pages><issn>0014-0139</issn><eissn>1366-5847</eissn><abstract>Properly estimating and reporting the uncertainty of walkway surface friction is key to ensuring pedestrian safety. Here we quantified the amount and sources of uncertainty in friction measurements by having four users of four units of each of two walkway tribometer models (Slip-Test Mark IIIB, English XL) perform 12 measurements on four samples of four different surfaces that ranged from slippery to slip-resistant. We found that 51-82% of the total variance in the measurements was explained by the user, unit, sample and a user-unit interaction, which means that the variance a single user calculates from their own data does not capture most of the uncertainty in their measurements. Based on these data, the minimum uncertainty associated with the mean of a user's measurements is ±0.064 (Mark IIIB) and ±0.072 (XL) to be 95% confident that their mean captures a surface's available friction.
Practitioner Summary: Walkway surface friction measurements are less accurate than they appear. Based on an experiment quantifying the amount and sources of uncertainty in surface friction measurements using two common tribometers, we quantified and report the minimum uncertainty that users can assign to their walkway surface friction measurements.
Abbreviations: ANOVA: analysis of variance; ANSI: American National Standards Institute; CI: confidence interval; E: east; ILS: interlaboratory study; ISO: International Standards Organization; JCGM: joint committee for guides in metrology; N: north; S: south; SBR: styrene-butadiene rubber; SD: standard deviation; TR: test result; W: west</abstract><cop>England</cop><pub>Taylor & Francis</pub><pmid>32672502</pmid><doi>10.1080/00140139.2020.1797182</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-2384-8974</orcidid><orcidid>https://orcid.org/0000-0003-2387-941X</orcidid><orcidid>https://orcid.org/0000-0001-6487-387X</orcidid><orcidid>https://orcid.org/0000-0002-7381-1336</orcidid></addata></record> |
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source | Taylor and Francis Science and Technology Collection |
subjects | Abbreviations available friction Butadiene Confidence intervals flooring Friction International standards Mean Pedestrian safety slip and fall Slip resistance Space life sciences Styrene Tribometers tribometry Uncertainty variability Variance analysis Walkways |
title | Quantifying the uncertainty in tribometer measurements on walkway surfaces |
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