{"id":"https://openalex.org/W4308392111","doi":"https://doi.org/10.1061/jccee5.cpeng-4938","title":"Collective Sensing of Workers\u2019 Loss of Body Balance for Slip, Trip, and Fall Hazard Identification: Field Validation Study","display_name":"Collective Sensing of Workers\u2019 Loss of Body Balance for Slip, Trip, and Fall Hazard Identification: Field Validation Study","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4308392111","doi":"https://doi.org/10.1061/jccee5.cpeng-4938"},"language":"en","primary_location":{"id":"doi:10.1061/jccee5.cpeng-4938","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-4938","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032437294","display_name":"Hoonyong Lee","orcid":"https://orcid.org/0000-0002-8611-0774"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hoonyong Lee","raw_affiliation_strings":["Postdoctoral Researcher, Dept. of Civil and Environmental Engineering, Univ. of Michigan, Ann Arbor, MI 48109. ORCID: "],"raw_orcid":"https://orcid.org/0000-0002-8611-0774","affiliations":[{"raw_affiliation_string":"Postdoctoral Researcher, Dept. of Civil and Environmental Engineering, Univ. of Michigan, Ann Arbor, MI 48109. ORCID: ","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016665387","display_name":"Gaang Lee","orcid":"https://orcid.org/0000-0002-6341-2585"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gaang Lee","raw_affiliation_strings":["Postdoctoral Researcher, Dept. of Civil and Environmental Engineering, Univ. of Michigan, Ann Arbor, MI 48109"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postdoctoral Researcher, Dept. of Civil and Environmental Engineering, Univ. of Michigan, Ann Arbor, MI 48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102393433","display_name":"Seong-Eun Park","orcid":"https://orcid.org/0000-0003-0617-5154"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]},{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seongeun Park","raw_affiliation_strings":["Graduate Student, Dept. of Architecture and Architectural Engineering, Seoul National Univ., Seoul 08826, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Student, Dept. of Architecture and Architectural Engineering, Seoul National Univ., Seoul 08826, South Korea","institution_ids":["https://openalex.org/I118373667","https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460359","display_name":"Sang Hyun Lee","orcid":"https://orcid.org/0000-0002-2246-7440"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"SangHyun Lee","raw_affiliation_strings":["Professor, Dept. of Civil and Environmental Engineering, Univ. of Michigan, Ann Arbor, MI 48109"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil and Environmental Engineering, Univ. of Michigan, Ann Arbor, MI 48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103885696","display_name":"Jesse V. Jacobs","orcid":"https://orcid.org/0009-0008-7175-5829"},"institutions":[{"id":"https://openalex.org/I4210100415","display_name":"Northwestern Mutual Life Insurance (United States)","ror":"https://ror.org/013zhzc32","country_code":"US","type":"company","lineage":["https://openalex.org/I4210100415"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jesse V. Jacobs","raw_affiliation_strings":["Product Director, Risk Control Services, Liberty Mutual Insurance, Boston, MA 02116"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Product Director, Risk Control Services, Liberty Mutual Insurance, Boston, MA 02116","institution_ids":["https://openalex.org/I4210100415"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084121817","display_name":"Changbum R. Ahn","orcid":"https://orcid.org/0000-0002-6733-2216"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changbum R. Ahn","raw_affiliation_strings":["Associate Professor, Dept. of Architecture and Architectural Engineering, Institute of Construction and Environmental Engineering, Seoul National Univ., Seoul 08826, South Korea (corresponding author). ORCID: "],"raw_orcid":"https://orcid.org/0000-0002-6733-2216","affiliations":[{"raw_affiliation_string":"Associate Professor, Dept. of Architecture and Architectural Engineering, Institute of Construction and Environmental Engineering, Seoul National Univ., Seoul 08826, South Korea (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8919,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.73522151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"37","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13315","display_name":"Occupational Health and Safety in Workplaces","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.43763619661331177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40781283378601074},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3871523439884186},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.33392053842544556},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14202871918678284}],"concepts":[{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.43763619661331177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40781283378601074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3871523439884186},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.33392053842544556},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14202871918678284},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/jccee5.cpeng-4938","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-4938","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1945237049","https://openalex.org/W1967137980","https://openalex.org/W1971482212","https://openalex.org/W1973205580","https://openalex.org/W1982651876","https://openalex.org/W1996118086","https://openalex.org/W2007717933","https://openalex.org/W2016505938","https://openalex.org/W2033208083","https://openalex.org/W2035475197","https://openalex.org/W2051689567","https://openalex.org/W2055721643","https://openalex.org/W2079051683","https://openalex.org/W2081241079","https://openalex.org/W2096391442","https://openalex.org/W2122755080","https://openalex.org/W2188927337","https://openalex.org/W2314497416","https://openalex.org/W2365294403","https://openalex.org/W2461702970","https://openalex.org/W2607540039","https://openalex.org/W2625819612","https://openalex.org/W2656075374","https://openalex.org/W2752648495","https://openalex.org/W2754836973","https://openalex.org/W2804667840","https://openalex.org/W2891457579","https://openalex.org/W2946294017","https://openalex.org/W3004951533","https://openalex.org/W3029510177","https://openalex.org/W3080549404","https://openalex.org/W3088309240","https://openalex.org/W3168015039","https://openalex.org/W3195194521","https://openalex.org/W4234378972","https://openalex.org/W4281395186","https://openalex.org/W4293069298"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Manual":[0],"hazard":[1],"identification":[2],"by":[3,65,103,199],"safety":[4],"managers":[5],"in":[6,85,182],"construction":[7,185,234],"has":[8],"practical":[9],"challenges":[10],"because":[11],"each":[12,97,206],"manager":[13],"identifies":[14],"environmental":[15],"hazards":[16,25,64,79,102,181,198],"from":[17],"their":[18],"perception,":[19],"which":[20,120],"can":[21],"leave":[22],"many":[23],"potential":[24],"unidentified":[26],"and":[27,52,68,75,170],"consequently":[28],"lead":[29],"to":[30,49,61,95,100,114,127,143,154,179,192,223,229],"accidents":[31,232],"at":[32,233],"the":[33,132,146,194,217,220],"site.":[34,186],"Previous":[35],"studies":[36,60],"have":[37],"revealed":[38],"that":[39,77],"workers":[40],"experience":[41],"loss":[42],"of":[43,117,165,196,219],"body":[44],"balance":[45],"(LOB)":[46],"when":[47],"exposed":[48,142],"slip,":[50],"trip,":[51],"fall":[53],"(STF)":[54],"hazards.":[55,156],"This":[56],"study":[57,91],"extended":[58],"previous":[59],"identify":[62,224],"STF":[63,78,101,144,155,180,197,225,231],"LOB":[66,104,129,203],"measurement":[67,109],"collective":[69],"sensing":[70],"(i.e.,":[71],"data":[72,212],"aggregation)":[73],"techniques":[74],"assumed":[76],"would":[80],"cause":[81],"multiple":[82,201],"workers\u2019":[83,177,202],"LOBs":[84],"a":[86,124],"given":[87],"location.":[88],"First,":[89],"this":[90],"developed":[92,158,191,221],"an":[93,138,161,183,188],"approach":[94,159,189,222],"assess":[96],"worker\u2019s":[98],"exposure":[99,153],"analysis.":[105],"A":[106],"waist-worn":[107],"inertial":[108],"unit":[110],"sensor":[111],"was":[112,190],"used":[113],"extract":[115],"features":[116],"waist":[118],"movements,":[119],"were":[121],"mapped":[122],"into":[123,205],"single":[125],"value":[126],"measure":[128],"scores":[130,204],"using":[131],"Mahalanobis":[133],"distance":[134],"(MD)":[135],"metric.":[136],"As":[137],"individual":[139,176],"worker":[140],"is":[141],"hazards,":[145,226],"MD":[147],"values":[148],"become":[149],"larger":[150],"than":[151],"without":[152],"The":[157,214],"provided":[160],"unweighted":[162],"average":[163],"recall":[164],"89.13%":[166],"(without":[167],"exposures:":[168,172],"90.30%,":[169],"with":[171],"87.96%)":[173],"for":[174],"detecting":[175],"exposures":[178],"actual":[184],"Then,":[187],"visualize":[193],"location":[195],"allocating":[200],"individual\u2019s":[207],"Global":[208],"Positioning":[209],"System":[210],"(GPS)":[211],"points.":[213],"results":[215],"showed":[216],"feasibility":[218],"potentially":[227],"helping":[228],"prevent":[230],"sites.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-27T08:28:00.272161","created_date":"2025-10-10T00:00:00"}