Abstract
Purpose
This investigation aimed to understand the epidemiological characteristics and hospitalization burden and its possible influencing factors of patients with different injury mechanisms.
Methods
All trauma patients admitted via the emergency department at a trauma center from November 1, 2020, to April 30, 2022, were identified. The hospitalization burden, including the number of hospitalizations, deaths and in-hospital mortality, length of stay (LOS), and medical costs, was calculated. Univariate and multivariate logistic regression models were used to analyze the factors influencing the hospitalization burden of trauma. The receiver-operating characteristic (ROC) curves were drawn to evaluate the predictive value of the multivariate model.
Results
16 485 trauma patients with 16 552 hospitalizations were included, with an in-hospital mortality rate of 1.269‰, median LOS of 7 days, and median hospitalization costs of 54 725.28 CNY. The median age was 52 years. 62.54% were hospitalized due to falls. The upper and lower extremities were the most common injury regions. There are differences between the demographic, injury, and hospitalization characteristics and factors influencing hospitalization burden across injury mechanisms, but there were also common influencing factors. Injury region, surgery, transfusion, and ICU treatment are influential factors for prolonged LOS. Age, injury region, surgery, and transfusion were influential factors for high hospitalization costs.
Conclusions
This study provided primary evidence on the hospitalization burden of trauma. Considering demographics, injury and hospitalization characteristics as additional discriminators could further intervene in LOS and medical costs. Targeted efforts to use more early prevention measures could potentially lower future hospitalization burden.
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Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Kyu HH, Abate D, Abate KH, Abay SM, Abbafati C, Abbasi N, et al. Global, regional, and national disability-adjusted life-years (DALYs) for 359 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2017: a systematic analysis for the global burden of disease study 2017. Lancet. 2018;392:1859–922.
Xu J, Zhou X, Wang C, Hu J. The value of emergency nursing mode in the treatment of patients with traumatic shock. J Healthc Eng. 2022. https://doi.org/10.1155/2022/6887236.
Chandran A, Hyder AA, Peek-Asa C. The global burden of unintentional injuries and an agenda for progress. Epidemiol Rev. 2010;32:110–20.
National Bureau of Statistics. China Statistical yearbook-2021. Beijing: China Statistics Press; 2021.
Hall A, Karabukayeva A, Rainey C, Kelly R, Patterson J, Wade J, et al. Perspectives on life following a traumatic spinal cord injury. Disabil Health J. 2021;14: 101067.
Huang B, Wang Y, Wang H, Wang C, Jin F, Li J, et al. Epidemiology and the economic burden of traumatic fractures in China: A population-based study. Front Endocrinol. 2023;14:1104202.
Zhang Z, Wang F, Wu Y. Factors affecting length of stay in hospital of patients with traumatic spinal cord injury in China. J Rehabil Med. 2020;52(11):1–5.
Ou W, Zhang Q, He J, Shao X, Yang Y, Wang X. Hospitalization costs of injury in elderly population in China: a quantile regression analysis. BMC Geriatr. 2023;23:143.
Qiu X, Deng H, Zhao Z, Zeng S, Zeng Y, Wang X, et al. Upper limb pediatric fractures in 22 tertiary children’s hospitals, China: a multicenter epidemiological investigation and economic factor analysis of 32,832 hospitalized children. J Orthop Surg Res. 2022;17:1–6.
Su F, Fu M, Zhao Q, Huang H, Luo D, Xiao M. Analysis of hospitalization costs related to fall injuries in elderly patients. World J Clin Cases. 2021;9:1271–83.
Wang H, Zhang Y, Xiang Q, Wang X, Li C, Xiong H, et al. Epidemiology of traumatic spinal fractures: experience from medical university-affiliated hospitals in Chongqing, China, 2001–2010 Clinical article. J Neurosurg-Spine. 2012;17:459–68.
Wang H, Li C, Xiang Q, Xiong H, Zhou Y. Epidemiology of spinal fractures among the elderly in Chongqing, China. Inj-Int J Care Inj. 2012;43:2109–16.
Long Y, Wang T, Xu X, Ran G, Zhang H, Dong Q, et al. Risk factors and outcomes of extended length of stay in older adults with intertrochanteric fracture surgery: a retrospective cohort study of 2132 patients. J Clin Med. 2022;11:7366.
Wu Q, Ning G-Z, Li Y-L, Feng H-Y, Feng S-Q. Factors affecting the length of stay of patients with traumatic spinal cord injury in Tianjin, China. J Spinal Cord Med. 2013;36:237–42.
Yuan Q, Liu H, Wu X, Sun Y, Yao H, Zhou L, et al. Characteristics of acute treatment costs of traumatic brain injury in Eastern China-a multi-centre prospective observational study. Inj-Int J Care Inj. 2012;43:2094–9.
Kim SH, Sul YH, Kim JS. Effect of weather variables on the incidence of trauma A retrospective study at a single tertiary hospital center for 4 years. Medicine. 2021. https://doi.org/10.1097/MD.0000000000027623.
Hu Y, Han Y, Yu C, Guo Y, Pei P, Yang L, et al. The hospitalization burden of all-cause pneumonia in China: a population-based study, 2009–2017. Lancet Reg Health-West Pac. 2022. https://doi.org/10.1016/j.lanwpc.2022.100443.
He Y-M, Mao R, Yuan G, Liang R-M, Long J-Y, Ye X-Q, et al. The hospitalization burden of inflammatory bowel disease in China: a nationwide study from 2013 to 2018. Ther Adv Gastroenterol. 2022. https://doi.org/10.1177/17562848221102307.
Ma Y, Jiang Y, Guo T, Wang J, Chen L, Wei C, et al. Short-term exposure to ambient nitrogen dioxide and increased hospitalization burden for depression in China: a multicity analysis. Int J Environ Health Res. 2022. https://doi.org/10.1080/09603123.2022.2126828.
Lee C-C, Hsu C-C, Lin M-H, Chen K-H, Wu I-W. Hospitalization in patients with dialysis in Taiwan: a nationwide population-based observational study. J Formos Med Assoc. 2022;121:S39-46.
Zhao S, Cao Y, Lei Y, Liu F, Shao S, Liu J, et al. Population ageing and injurious falls among one million elderly people who used emergency medical services from 2010 to 2017 in Beijing, China: a longitudinal observational study. BMJ Open. 2019;9: e028292.
Wang Z, Hu Y, Peng F. Long-term trends in unintentional fall mortality in China: A population-based age-period-cohort study. Front Public Health. 2021;9: 749295.
Zhang Z-R, Wu Y, Wang F-Y, Wang W-J. Traumatic spinal cord injury caused by low falls and high falls: a comparative study. J Orthop Surg Res. 2021;16:1–8.
Qi M, Hu X, Li X, Wang X, Shi X. Analysis of road traffic injuries and casualties in China: a ten-year nationwide longitudinal study. PeerJ. 2022;10: e14046.
Yang T, Zeng H, Yang X, Kong J, Chen X, Zhou N, et al. Characteristics of road traffic accident types and casualties in Guangzhou, China, from 2007 to 2020: a retrospective cohort study based on the general population. Heliyon. 2023;9:e12822–e12822.
Zheng L, Xiang H, Song X, Wang Z. Nonfatal unintentional injuries and related factors among male construction workers in central China. Am J Ind Med. 2010;53:588–95.
Zhou M, Wang H, Zeng X, Yin P, Zhu J, Chen W, et al. Mortality, morbidity, and risk factors in China and its provinces, 1990–2017: a systematic analysis for the global burden of disease study 2017. Lancet. 2019;394:1145–58.
Peace A, Caruso D, Agala C, Phillips M, McLean S, Nakayama D, et al. Cost of pediatric trauma: a comparison of non-accidental and accidental trauma in pediatric patients. J Surg Res. 2023;283:806–16.
Xing Y, Chen S, Zhu S, Lu J. Analysis factors that influence escalator-related injuries in metro stations based on bayesian networks: a case study in China. Int J Environ Res Public Health. 2020;17:481.
Lassig AAD, Bechtold JE, Lindgren BR, Pisansky A, Itabiyi A, Yueh B, et al. Tobacco exposure and wound healing in head and neck surgical wounds. Laryngoscope. 2018;128:618–25.
Song J-C, Yang L-K, Zhao W, Zhu F, Wang G, Chen Y-P, et al. Chinese expert consensus on diagnosis and treatment of trauma-induced hypercoagulopathy. Mil Med Res. 2021;8:1–4.
Kheir F, Shawwa K, Nguyen D, Alraiyes AH, Simeone F, Nielsen ND. A 24-hour postintensive care unit transition-of-care model shortens hospital stay. J Intensive Care Med. 2016;31:597–602.
Wang T, Jiang B. Road traffic mortality in China: good prospect and arduous undertaking. Lancet Public Health. 2019;4:E214–5.
Wang T, Yin X, Zhang P, Kou Y, Jiang B. Road traffic injury and rescue system in China. Lancet. 2015;385:1622–1622.
Pressley JC, Pawlowski E, Hines LM, Bhatta S, Bauer MJ. Motor vehicle crash and hospital charges in front- and rear-seated restrained and unrestrained adult motor vehicle occupants. Int J Environ Res Public Health. 2022;19:13674.
Acknowledgements
Thanks for the National Key R&D Program of China (Grant number 2021YFC260050401) and Health Science and Technology Project of Tianjin (Grant number ZC20067).
Funding
This work was supported by the National Key R&D Program of China (Grant number 2021YFC260050401) and Health Science and Technology Project of Tianjin (Grant number ZC20067).
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TL and FL collected the data, analyzed the data and wrote the manuscript. TL prepared the figures. YL performed statistical analysis and helped edit the manuscript. JL and LC contributed to the data collection and analysis. CC and ZY obtained funding, designed the study, analyzed the data, and made critical revisions of the manuscript. All authors contributed to the article and approved the submitted version.
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This study was approved by the Ethics Committee of Tianjin Hospital (No. 2021 Medical Ethics Review 175). Due to its retrospective design and anonymous characteristics, the requirement of patient informed consent was waived.
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Liu, T., Li, F., Li, Y. et al. Epidemiological characteristics and factors influencing hospitalization burden among trauma patients: a retrospective analysis. Eur J Trauma Emerg Surg 50, 425–437 (2024). https://doi.org/10.1007/s00068-023-02353-2
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DOI: https://doi.org/10.1007/s00068-023-02353-2