{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T20:02:31Z","timestamp":1780516951069,"version":"3.54.1"},"reference-count":26,"publisher":"Wiley","issue":"10","license":[{"start":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T00:00:00Z","timestamp":1560988800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T00:00:00Z","timestamp":1560988800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T00:00:00Z","timestamp":1560988800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001134","name":"Australia-India Strategic Research Fund (AISRF)","doi-asserted-by":"crossref","award":["Grant Number GCF0200130"],"award-info":[{"award-number":["Grant Number GCF0200130"]}],"id":[{"id":"10.13039\/501100001134","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["World j. surg."],"published-print":{"date-parts":[[2019,10,15]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:sec><jats:title>Background<\/jats:title><jats:p>The completeness of a trauma registry's data is essential for its valid use. This study aimed to evaluate the extent of missing data in a new multicentre trauma registry in India and to assess the association between data completeness and potential predictors of missing data, particularly mortality.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>The proportion of missing data for variables among all adults was determined from data collected from 19 April 2016 to 30 April 2017. In\u2010hospital physiological data were defined as missing if any of initial systolic blood pressure, heart rate, respiratory rate, or Glasgow Coma Scale were missing. Univariable logistic regression and multivariable logistic regression, using manual stepwise selection, were used to investigate the association between mortality (and other potential predictors) and missing physiological data.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Data on the 4466 trauma patients in the registry were analysed. Out of 59 variables, most (<jats:italic>n<\/jats:italic>\u2009=\u200951; 86.4%) were missing less than 20% of observations. There were 808 (18.1%) patients missing at least one of the first in\u2010hospital physiological observations. Hospital death was associated with missing in\u2010hospital physiological data (adjusted OR 1.4; 95% CI 1.02\u20132.01; <jats:italic>p\u2009<\/jats:italic>=\u20090.04). Other significant associations with missing data were: patient arrival time out of hours, hospital of care, \u2018other\u2019 place of injury, and specific injury mechanisms. Assault\/homicide injury intent and occurrence of chest X\u2010ray were associated with <jats:italic>not<\/jats:italic> missing any of first in\u2010hospital physiological variables.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusion<\/jats:title><jats:p>Most variables were well collected. Hospital death, a proxy for more severe injury, was associated with missing first in\u2010hospital physiological observations. This remains an important limitation for trauma registries.<\/jats:p><\/jats:sec>","DOI":"10.1007\/s00268-019-05039-2","type":"journal-article","created":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T16:03:50Z","timestamp":1561046630000},"page":"2426-2437","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Establishing a Multicentre Trauma Registry in India: An Evaluation of Data Completeness"],"prefix":"10.1002","volume":"43","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6116-0636","authenticated-orcid":false,"given":"Gowri","family":"Shivasabesan","sequence":"first","affiliation":[{"name":"Emergency and Trauma Centre, The Alfred Hospital Melbourne Australia"},{"name":"National Trauma Research Institute, The Alfred Hospital 85\u201089 Commercial Rd 3004 Melbourne VIC Australia"},{"name":"School of Public Health and Preventive Medicine Monash University Melbourne Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gerard M.","family":"O'Reilly","sequence":"additional","affiliation":[{"name":"Emergency and Trauma Centre, The Alfred Hospital Melbourne Australia"},{"name":"National Trauma Research Institute, The Alfred Hospital 85\u201089 Commercial Rd 3004 Melbourne VIC Australia"},{"name":"School of Public Health and Preventive Medicine Monash University Melbourne Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joseph","family":"Mathew","sequence":"additional","affiliation":[{"name":"Emergency and Trauma Centre, The Alfred Hospital Melbourne Australia"},{"name":"National Trauma Research Institute, The Alfred Hospital 85\u201089 Commercial Rd 3004 Melbourne VIC Australia"},{"name":"Trauma Service The Alfred Hospital Melbourne Australia"},{"name":"Central Clinical School Monash University Melbourne Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mark C.","family":"Fitzgerald","sequence":"additional","affiliation":[{"name":"National Trauma Research Institute, The Alfred Hospital 85\u201089 Commercial Rd 3004 Melbourne VIC Australia"},{"name":"Trauma Service The Alfred Hospital Melbourne Australia"},{"name":"Central Clinical School Monash University Melbourne Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amit","family":"Gupta","sequence":"additional","affiliation":[{"name":"Division of Trauma Surgery and Critical Care All India Institute of Medical Science New Delhi India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nobhojit","family":"Roy","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine Monash University Melbourne Australia"},{"name":"WHO Collaborating Centre for Research on Surgical Care Delivery in LMICs, Surgical Unit, BARC Hospital (Govt. of India) Mumbai India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Manjul","family":"Joshipura","sequence":"additional","affiliation":[{"name":"Academy of Traumatology Ahmedabad Gujarat India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Naveen","family":"Sharma","sequence":"additional","affiliation":[{"name":"Department of Surgery All India Institute of Medical Sciences Jodhpur India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter","family":"Cameron","sequence":"additional","affiliation":[{"name":"Emergency and Trauma Centre, The Alfred Hospital Melbourne Australia"},{"name":"National Trauma Research Institute, The Alfred Hospital 85\u201089 Commercial Rd 3004 Melbourne VIC Australia"},{"name":"School of Public Health and Preventive Medicine Monash University Melbourne Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Madonna","family":"Fahey","sequence":"additional","affiliation":[{"name":"National Trauma Research Institute, The Alfred Hospital 85\u201089 Commercial Rd 3004 Melbourne VIC Australia"},{"name":"Tasmanian Health Service Hobart Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Teresa","family":"Howard","sequence":"additional","affiliation":[{"name":"National Trauma Research Institute, The Alfred Hospital 85\u201089 Commercial Rd 3004 Melbourne VIC Australia"},{"name":"Central Clinical School Monash University Melbourne Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zoe","family":"Cheung","sequence":"additional","affiliation":[{"name":"National Trauma Research Institute, The Alfred Hospital 85\u201089 Commercial Rd 3004 Melbourne VIC Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vineet","family":"Kumar","sequence":"additional","affiliation":[{"name":"Lokmanya Tilak General Hospital and Municipal Medical College Mumbai India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bhavesh","family":"Jarwani","sequence":"additional","affiliation":[{"name":"Smt. 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LTMG\u2014IEC\/83\/14; VS\u2014approved 13\/11\/2013; GTB\u2014approved 12\/2\/2015).","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval"}}]}}