CT-Assisted Improvements in the Accuracy of the Intraoperative Frozen Section Examination of Ground-Glass Density Nodules

Objectives. The intraoperative frozen section examination (IFSE) of pulmonary ground-glass density nodules (GGNs) is a great challenge. In the present study, through comparing the correlation between the computed tomography (CT) findings and pathological diagnosis of GGNs, the CT features as independent risk factors affecting the examination were defined, and their value in the rapid intraoperative examination of GGNs was explored. Methods. The relevant clinical data of 90 patients with GGNs on CT were collected, and all CT findings of GGNs, including the maximum transverse diameter, average CT value, spiculation, solid component, vascular sign, air sign, bronchus sign, lobulation, and pleural indentation, were recorded. All the cases received thoracoscopic surgery, and final pathological results were obtained. The cases were divided into three groups on the basis of pathological diagnosis: benign/atypical adenomatous hyperplasia (AAH), adenocarcinoma in situ (AIS)/microinvasive adenocarcinoma (MIA), and invasive adenocarcinoma (IAC). The CT findings were analyzed statistically, the independent risk factors were identified through the intergroup bivariate logistic regression analysis on variables with statistically significant differences, and a receiver operating curve (ROC) was plotted to establish a logistic regression model for diagnosing GGNs. A retrospective analysis was conducted on the coincidence rate of the rapid intraoperative and routine postoperative pathological examinations of the 90 cases with GGNs. The relevant clinical data of 49 cases with GGNs were collected. Conventional rapid intraoperative examination and CT-assisted rapid intraoperative examination were performed, and their coincidence rates with routine postoperative pathological examinations were compared. Results. No statistical differences in the onset age, gender, smoking history, and family history of malignant tumors were found among cases with GGNs in the identification of benign/AAH, AIS/MIA, and IAC ( P = 0.158 , P = 0.947 , P = 0.746 , P = 0.566 ). No statistically significant difference was found among the three groups in terms of CT findings, such as lobulation, bronchus sign, pleural indentation, spiculation, vascular sign, and solid component ( P > 0.05 ). The air sign, the maximum transverse diameter of GGNs, and average CT value showed statistically significant differences among the groups ( P < 0.001 , P < 0.05 , P < 0.001 ). Bivariate logistic regression analysis was performed on three risk factors, and the predicted probability value was obtained. A ROC curve was plotted by using the maximum transverse diameter as a predictor for analysis between the groups with benign/AAH and AIS/MIA, and the results demonstrated that the area under the curve (AUC) was 0.692. A ROC curve was plotted by using the predicted probability value, maximum transverse diameter, and average CT value as predictors for distinguishing between the groups with AIS/MIA and IAC, and the results showed that the AUC values of the predicted probability value, maximum transverse diameter, and CT value were 0.920, 0.816, and 0.772, respectively. A regression model Logit P = 2.304 − 2.689 X 1 + 0.302 X 2 + 0.011 X 3 was established to identify GGNs as IAC, obtaining AUC values of up to 0.920 for the groups with AIS/MIA and IAC, the sensitivity of 0.821, and the specificity of 0.894. The coincidence rate of rapid intraoperative and routine postoperative pathological examinations taken for modeling was 79.3%, that of conventional IFSE and postoperative pathological examination in prospective studies was 83.7%, and that of CT-assisted rapid intraoperative and postoperative pathological examinations was 98.0%. The former two were statistically different from the last one ( P = 0.003 and P = 0.031 , respectively). Conclusion. The air sign, maximum transverse diameter, and average CT value of the CT findings of GGNs had superior capabilities to enhance the pathologic classification of GGNs. The auxiliary function of the comprehensive multifactor analysis of GGNs was better than that of single-factor analysis. CT-assisted diagnosis can improve the accuracy of rapid intraoperative examination, thereby increasing the accuracy of the selection of operative approaches in clinical practice.

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Factors and Predictive Model Associated With Perioperative Complications After Long Fusion in the Treatment of Adult Non-Degenerative Scoliosis

10.21203/rs.3.rs-120905/v1 ◽

2020 ◽

Author(s):

Nan Wu ◽

Zhen Zhang ◽

Jiashen Shao ◽

Shengru Wang ◽

Ziquan Li ◽

...

Keyword(s):

Risk Factors ◽

Logistic Regression ◽

Perioperative Complications ◽

Posterior Instrumentation ◽

Univariate Analysis ◽

Vertical Axis ◽

Degenerative Scoliosis ◽

Predicted Probability ◽

Related Risk ◽

Independent Risk Factors

Abstract IntroductionAdult non-degenerative scoliosis accounts for 90% of spinal deformities in young adults. However, perioperative complications and related risk factors of long posterior instrumentation and fusion for the treatment of adult non-degenerative scoliosis have not been adequately studied.MethodsWe evaluated clinical and radiographical results from 180 patients with adult non-degenerative scoliosis who underwent long posterior instrumentation and fusion. Preoperative clinical data, intraoperative variables, and perioperative radiographic parameters were collected to analyze the risk factors for perioperative complications. Potential and independent risk factors for perioperative complications were evaluated by univariate analysis and logistic regression analysis.Results180 adult non-degenerative scoliosis patients were included in our study. There were 31 perioperative complications for 25 (13.9%) patients, 11 of which were cardiopulmonary-related complications, five of which were infection, six of which were neurological-related complications, three of which were gastrointestinal-related complications, and six of which were incision-related problems. The independent risk factors for development of perioperative complications included change in Cobb angle (odds ratio [OR]=1.058, 95% CI=1.011~1.108, P=0.015), change in central vertical axis (CVA) (OR=1.066, 95% CI=1.019-1.116, P=0.006) and red blood cell (RBC) transfusion (OR=5.631, 95% CI=1.676~18.924, P=0.005). The area under the receiver operating characteristic (ROC) curve based on predicted probability of the logistic regression was 0.746.ConclusionsBlood transfusion, Cobb change, and CVA change were independent risk factors for perioperative complications after long-segment posterior instrumentation and fusion in adult non-degenerative scoliosis patients.

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Risk factors for peripheral venous catheter failure: A prospective cohort study of 5345 patients

The Journal of Vascular Access ◽

10.1177/11297298211015035 ◽

2021 ◽

pp. 112972982110150

Author(s):

Ya-mei Chen ◽

Xiao-wen Fan ◽

Ming-hong Liu ◽

Jie Wang ◽

Yi-qun Yang ◽

...

Keyword(s):

Risk Factors ◽

Logistic Regression ◽

Cohort Study ◽

Goodness Of Fit ◽

Insertion Site ◽

Healthcare Providers ◽

Venous Catheter ◽

Goodness Of Fit Test ◽

Peripheral Venous Catheter ◽

Independent Risk Factors

Purpose: The objective of this study was to determine the independent risk factors associated with peripheral venous catheter (PVC) failure and develop a model that can predict PVC failure. Methods: This prospective, multicenter cohort study was carried out in nine tertiary hospitals in Suzhou, China between December 2017 and February 2018. Adult patients undergoing first-time insertion of a PVC were observed from catheter insertion to removal. Logistic regression was used to identify the independent risk factors predicting PVC failure. Results: This study included 5345 patients. The PVC failure rate was 54.05% ( n = 2889/5345), and the most common causes of PVC failure were phlebitis (16.3%) and infiltration/extravasation (13.8%). On multivariate analysis, age (45–59 years: OR, 1.295; 95% CI, 1.074–1.561; 60–74 years: OR, 1.375; 95% CI, 1.143–1.654; ⩾75 years: OR, 1.676; 95% CI, 1.355–2.073); department (surgery OR, 1.229; 95% CI, 1.062–1.423; emergency internal/surgical ward OR, 1.451; 95% CI, 1.082–1.945); history of venous puncture in the last week (OR, 1.298, 95% CI 1.130–1.491); insertion site, number of puncture attempts, irritant fluid infusion, daily infusion time, daily infusion volume, and type of sealing liquid were independent predictors of PVC failure. Receiver operating characteristic curve analysis indicated that a logistic regression model constructed using these variables had moderate accuracy for the prediction of PVC failure (area under the curve, 0.781). The Hosmer-Lemeshow goodness of fit test demonstrated that the model was correctly specified (χ2 = 2.514, p = 0.961). Conclusion: This study should raise awareness among healthcare providers of the risk factors for PVC failure. We recommend that healthcare providers use vascular access device selection tools to select a clinically appropriate device and for the timely detection of complications, and have a list of drugs classified as irritants or vesicants so they can monitor patients receiving fluid infusions containing these drugs more frequently.

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Monocytes as an Early Predictor for Patients with Acute Paraquat Poisoning: A Retrospective Analysis

BioMed Research International ◽

10.1155/2019/6360459 ◽

2019 ◽

Vol 2019 ◽

pp. 1-7

Author(s):

Yong Zhao ◽

Ya Qi Song ◽

Jie Gao ◽

Shun Yi Feng ◽

Yong Li

Keyword(s):

Risk Factors ◽

Logistic Regression ◽

Regression Analysis ◽

Receiver Operator Characteristic ◽

Monocyte Count ◽

Central Hospital ◽

Predictive Values ◽

Kaplan Meier ◽

Independent Risk Factors ◽

Early Predictor

Background. The predictive values of monocytes in the prognosis of patients with acute paraquat (PQ) poisoning are unclear. This retrospective study investigated the predictive values of monocytes in the prognosis of patients with acute PQ poisoning. Methods. Adult patients who suffered from acute PQ poisoning in the emergency care unit of Cangzhou Central Hospital from May 2012 to December 2018 were enrolled. The patients were divided into groups, namely, survival and nonsurvival, according to a 90-day prognosis. Moreover, correlation, logistic regression, receiver-operator characteristic (ROC), and Kaplan–Meier curve analyses were applied to evaluate the monocyte values used to predict the prognosis of patients with acute PQ poisoning. Result. Among the 109 patients, 45 survived within 90 days after the poisoning, resulting in a 41.28% survival rate. The monocyte count of the nonsurvivors was significantly higher than that of the survivors (P< 0.001). Correlation analysis showed that monocyte count positively correlated with plasma PQ concentration (r= 0.413; P< 0.001) and negatively correlated with survival time (r= 0.512; P< 0.001) and 90-day survival (r= 0.503; P< 0.001). Logistic regression analysis showed that elevated monocytes were the independent risk factors for the 90-day survival. The area under the ROC curve of the monocyte count used to predict the 90-day survival was 0.826 (95% CI: 0.751–0.904), the optimal cut-off was 0.51×109/L, sensitivity was 73.4%, and specificity was 86.7%. Conclusion. This study demonstrated that elevated monocyte count is a useful early predictor of 90-day survival in patients with acute PQ poisoning. However, further studies are warranted to draw firm conclusions.

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Clinical Significance of CYFRA21-1, AFP, CA-153, CEA, and CA-199 in the Diagnosis of Lung Cancer Ocular Metastasis in Hypertension Population

Frontiers in Cardiovascular Medicine ◽

10.3389/fcvm.2021.670594 ◽

2021 ◽

Vol 8 ◽

Author(s):

Jing Tang ◽

Qian-Min Ge ◽

Rong Huang ◽

Hui-Ye Shu ◽

Ting Su ◽

...

Keyword(s):

Risk Factors ◽

Lung Cancer ◽

Logistic Regression ◽

Sensitivity And Specificity ◽

Cancer Metastasis ◽

Binary Logistic Regression ◽

Diagnostic Value ◽

Ca 125 ◽

Pathological Type ◽

Independent Risk Factors

Purpose: To detect lung metastases, we conducted a retrospective study to improve patient prognosis.Methods: Hypertension patients with ocular metastases (OM group; n = 58) and without metastases (NM group; n = 1,217) were selected from individuals with lung cancer admitted to our hospital from April 2005 to October 2019. The clinical characteristics were compared by Student's t-test and chi-square test. Independent risk factors were identified by binary logistic regression, and their diagnostic value evaluated by receiver operating characteristic curve analysis.Results: Age and sex did not differ significantly between OM and NM groups; There were significant differences in pathological type and treatment. Adenocarcinoma was the main pathological type in the OM group (67.24%), while squamous cell carcinoma was the largest proportion (46.43%) in the NM group, followed by adenocarcinoma (34.10%). The OM group were treated with chemotherapy (55.17%), while the NM group received both chemotherapy (39.93%) and surgical treatment (37.06%). Significant differences were detected in the concentrations of cancer antigen (CA)−125, CA-199, CA-153, alpha fetoprotein (AFP), carcinoembryonic antigen (CEA), cytokeratin fraction 21-1 (CYFRA21-1), total prostate-specific antigen, alkaline phosphatase, and hemoglobin (Student's t-test). Binary logistic regression analysis indicated that CA-199, CA-153, AFP, CEA, and CYRFA21-1 were independent risk factors for lung cancer metastasis. AFP (98.3%) and CEA (89.3%) exhibited the highest sensitivity and specificity, respectively, while CYRFA21-1 had the highest area under the ROC curve value (0.875), with sensitivity and specificity values of 77.6 and 87.0%, respectively. Hence, CYFRA21-1 had the best diagnostic value.

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Factors associated with 90-day acute ischemic stroke in patients ≥70 years old with total hip arthroplasty for hip fracture

BMC Geriatrics ◽

10.1186/s12877-021-02728-3 ◽

2022 ◽

Vol 22 (1) ◽

Author(s):

Rui He ◽

Guoyou Wang ◽

Ting Li ◽

Huarui Shen ◽

LijuanZhang

Keyword(s):

Risk Factors ◽

Atrial Fibrillation ◽

Logistic Regression ◽

Ischemic Stroke ◽

Hip Fracture ◽

Total Hip Arthroplasty ◽

Older Age ◽

Factors Associated ◽

Independent Risk Factors ◽

D Dimer

Abstract Background Postoperative ischemic stroke is a devastating complication following total hip arthroplasty (THA). The purpose of the current study was to investigate the incidence of postoperative acute ischemic stroke (AIS) in patients ≥70 years old with THA for hip fracture after 90 days and independent risk factors associated with 90-day AIS. Methods A multicenter retrospective study was conducted, patients ≥70 years old with THA for hip fracture under general anesthesia were included from February 2017 to March 2020. Patients with AIS within 90 days after THA were identified as AIS group; patients with no AIS were identified as no AIS group. The baseline characteristics and risk factors were collected, multivariable logistic regression was used to identify independent risk factors of 90-dayAIS. Results: 2517 patients (mean age 76.18 ± 6.01) were eligible for inclusion in the study. 2.50% (63/2517) of patients had 90-day AIS. Compared with no AIS, older age, diabetes, hyperlipidemia, atrial fibrillation (AF) and higher D-dimer value were more likely in patients with AIS (P < 0.05), and anticoagulant use was fewer in patients with AIS. ROC curve analysis showed that the optimal cut point of D-dimer for AIS was D-dimer≥4.12 μg/ml. Multivariate logistic regression analysis showed that D-dimer≥4.12 μg/ml [adjusted odds ratio (aOR), 4.44; confidence interval (CI), 2.50–7.72; P < 0.001], older age (aOR, 1.08; 95%CI, 1.03–1.12; P < 0.001), hyperlipidemia (aOR, 2.28; 95%CI, 1.25–4.16; P = 0.007), atrial fibrillation (aOR, 5.84; 95% CI, 1.08–15.68; P = 0.001), and diabetes (aOR, 2.60; 95% CI, 1.56–4.39; P < 0.001) were associated with increased risk of 90-day AIS after THA. Conclusions In conclusion, we found that the incidence of 90-day AIS in patients≥70 years old with THA for hip fracture was 2.5%. Older age, diabetes, hyperlipidemia, AF and higher D-dimer value were independent risk factors for 90-day AIS in patients≥70 years old with THA for hip fracture.

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Retrospective analysis of risk factors of hypotensive bradycardic events during shoulder arthroscopic surgery under interscalene blockade in the sitting position

Korean Journal of Anesthesiology ◽

10.4097/kja.20035 ◽

2020 ◽

Vol 73 (6) ◽

pp. 542-549

Author(s):

Taeha Ryu ◽

Baek Jin Kim ◽

Seong Jun Woo ◽

So Young Lee ◽

Jung A Lim ◽

...

Keyword(s):

Risk Factors ◽

Logistic Regression ◽

Odds Ratio ◽

Arthroscopic Surgery ◽

Sitting Position ◽

Past Medical History ◽

Frequent Adverse Event ◽

Increased Risk ◽

Potential Risk Factors ◽

Independent Risk Factors

Background: Hypotensive bradycardic events (HBEs) are a frequent adverse event in patients who underwent shoulder arthroscopic surgery under interscalene block (ISB) in the sitting position. This retrospective study was conducted to investigate the independent risk factors of HBEs in shoulder arthroscopic surgery under ISB in the sitting position. Methods: A total of 2549 patients who underwent shoulder arthroscopic surgery under ISB and had complete clinical data were included in the study. The 357 patients who developed HBEs were included in the HBEs group, and the remaining 2192 in the non-HBEs group. The potential risk factors for HBEs, such as age, sex, past medical history, anesthetic characteristics, and intraoperative medications were collected and compared between the groups. Statistically significant variables were included in a logistic regression model to further evaluate the independent risk factors for HBEs in shoulder arthroscopic surgery under ISB. Results: The incidence of HBEs was 14.0% (357/2549). Logistic regression analysis revealed that the intraoperative use of hydralazine (odds ratio [OR] 4.2; 95% confidence interval [CI] 2.9–6.3), propofol (OR 2.1; 95% CI 1.3–3.6), and dexmedetomidine (OR 3.9; 95% CI 1.9–7.8) before HBEs were independent risk factors for HBEs in patients who received shoulder arthroscopic surgery under ISB. Conclusions: The intraoperative use of antihypertensives such as hydralazine and sedatives such as propofol or dexmedetomidine leads to increased risk of HBEs during shoulder arthroscopic surgery under ISB in the sitting position.

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Risk Factors and Neurologic Outcomes in Patients With Traumatic Brain Injury and Coagulopathy Within 72 Hours Post-operatively

10.21203/rs.3.rs-145018/v1 ◽

2021 ◽

Author(s):

Tao Chang ◽

Xigang Yan ◽

Chao Zhao ◽

Yufu Zhang ◽

Bao Wang ◽

...

Keyword(s):

Risk Factors ◽

Traumatic Brain Injury ◽

Logistic Regression ◽

Brain Injury ◽

Multivariate Logistic Regression ◽

Neurologic Outcomes ◽

Post Operative Period ◽

Duration Of Surgery ◽

Independent Risk Factors ◽

Time Of Admission

Abstract Background There are few studies on the development and effect of coagulopathy in patients with a traumatic brain injury (TBI) during the early post-operative period. We determined the risk factors and neurologic outcomes of in patients with a TBI and coagulopathy diagnosed by routine laboratory tests within 72 hours post-operatively. Methods The baseline characteristics, intra-operative management, and follow-up results of 462 patients with TBIs were obtained and retrospectively analyzed by multivariate logistic regression from January 2015 to June 2019. Coagulopathy was defined as an activated partial thromboplastin time > 40 seconds, international normalized ratio >1.4, or a platelet count < 100×109 /L.Results Multivariate logistic regression analysis revealed that the Glasgow Coma Scale (GCS) at the time of admission, Injury Severity Score (ISS) at the time of admission, pupil mydriasis, duration of surgery, intra-operative blood loss, and intra-operative crystalloid resuscitation were independent risk factors for patients who developed a coagulopathy post-operatively. There were statistical differences in mortality (p = 0.049), the Glasgow Outcome Scale-Extended (GCS-E; p = 0.024), and the modified Rankin Scale (p = 0.043) between patients with and without coagulopathy 1 week after surgery. Coagulopathy within 72 h after surgery revealed a trend for higher mortality at 1 week (66.7%), 3 months (71.4%), and 6 months (76.2%). Furthermore, coagulopathy and contusion expansion in the early post-operative period were independent risk factors for TBI mortality after surgery. Intra-operative crystalloid resuscitation had a substantial diagnostic accuracy in predicting coagulopathy within 72 h post-operatively (area under the curve [AUC] = 0.972).Conclusion Coagulopathy within 72 h post-operatively in patients with a TBI predicted worse disease progression and unfavorable neurologic outcomes. Hence, we should take practical and reasonable measures to manage these risk factors, which may protect patients with a TBI from post-operative coagulopathy.

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Middle Cerebral Artery-to-Uterine Artery Pulsatility Index Ratio Independently Predicts Adverse Perinatal Outcome in Pregnancies at Term

10.21203/rs.3.rs-51822/v1 ◽

2020 ◽

Author(s):

Sufen Zhou ◽

Hongyan Guo ◽

Heng Liu ◽

Mingqun Li

Keyword(s):

Risk Factors ◽

Logistic Regression ◽

Middle Cerebral Artery ◽

Perinatal Outcome ◽

Pulsatility Index ◽

Uterine Artery ◽

Regression Analyses ◽

Multivariate Logistic Regression ◽

Adverse Perinatal Outcome ◽

Independent Risk Factors

Abstract Background: This study aimed to investigate potential predictors, including cerebroplacental ratio (CPR), middle cerebral artery (MCA)/uterine artery pulsatility index (PI) ratio, for adverse perinatal outcome in pregnancies at term.Methods: This was an observational, prospective study of recruited pregnancies at term. An adverse perinatal outcome was set as the primary observational endpoint. The receiver operating characteristic (ROC) curve was plotted to investigate the predictive and cut-off values of risk factors for adverse perinatal outcome. Independent risk factors (maternal, neonatal, prenatal ultrasound and Doppler variables) for adverse perinatal outcome were evaluated by the univariate and multivariate logistic regression analyses.Results: A total of 392 pregnancies at term were included and 19.4% of them had suffered adverse perinatal outcome. CPR (OR: 0.42, 95%CI: 0.20-0.93, P=0.032) and MCA/uterine artery PI ratio (OR: 0.25, 95%CI: 0.16-0.42, P=0.032) were two independent risk factors for adverse perinatal outcome by univariate and multivariate logistic regression analyses.Conclusions: MCA/uterine artery PI ratio is a good predictor of adverse perinatal outcome in pregnancies at term.

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Risk Factors for Postoperative Urinary Tract Infection and Urinary Retention in Patients Undergoing Surgery for Colorectal Cancer

The American Surgeon ◽

10.1177/000313481207801020 ◽

2012 ◽

Vol 78 (10) ◽

pp. 1100-1104 ◽

Cited By ~ 23

Author(s):

Celeste Y. Kang ◽

Obaid O. Chaudhry ◽

Wissam J. Halabi ◽

Vinh Nguyen ◽

Joseph C. Carmichael ◽

...

Keyword(s):

Colorectal Cancer ◽

Risk Factors ◽

Urinary Tract Infection ◽

Logistic Regression ◽

Urinary Tract ◽

Tract Infection ◽

Hospital Mortality ◽

Urinary Retention ◽

Surgical Patients ◽

Independent Risk Factors

The aim of this study was to analyze risk factors for postoperative urinary tract infection (UTI) and urinary retention (UR) in patients with colorectal cancer. Using Nationwide Inpatient Sample 2006–2009, a retrospective analysis of surgical patients with colorectal cancer was conducted. Patients were stratified into groups, with or without UTI/UR. The LASSO algorithm for logistic regression identified independent risk factors. A total of 93,931 surgical patients with colorectal cancer were identified. The incidences of UTI and UR were 5.91 and 2.52 per cent, respectively. Overall in-hospital mortality was 2.68 per cent. The UTI group demonstrated significantly higher in-hospital mortality rates compared with those without. Both UTI and UR groups were associated with prolonged hospital stay and increased hospital charge. Multivariate logistic regression analysis revealed age older than 60 years, females, anemia, congestive heart failure, coagulopathy, diabetes with chronic complications, fluid and electrolyte, paralysis, pulmonary circulation disorders, renal failure, and weight loss were independent risk factors of UTI. Age older than 60 years, male gender, rectal and rectosigmoid cancers, and postoperative anastomotic leakage and ileus were independent risk factors for UR. Postoperative UTI increases in-house mortality. Postoperative UTI/UR in patients with colorectal cancer increases length of stay and hospital charges. Knowledge of these specific risk factors for UTI and UR is needed to counsel patients and prevent these complications in this high-risk population.

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Factors associated with civilian and police officer injury during 10 years of officer-involved shooting incidents

Injury Prevention ◽

10.1136/injuryprev-2019-043467 ◽

2019 ◽

Vol 26 (6) ◽

pp. 509-515 ◽

Cited By ~ 2

Author(s):

Ellen Paddock ◽

Katelyn Kassarjian Jetelina ◽

Stephen A Bishopp ◽

Kelley Pettee Gabriel ◽

Jennifer Marie Reingle Gonzalez

Keyword(s):

Risk Factors ◽

Logistic Regression ◽

Law Enforcement ◽

Police Officer ◽

Police Department ◽

Multiple Shooting ◽

Fatal Injury ◽

Factors Associated ◽

Bivariate Logistic Regression ◽

Hispanic White

BackgroundPrevious officer-involved shooting (OIS) research has focused primarily on antecedents to fatal shootings, with few studies investigating injury more broadly. Our study examined the factors associated with fatal or non-fatal injury to both civilians and officers during OIS incidents, to better understand how harm might be reduced in the most extreme law enforcement scenarios.MethodsData included 281 officers involved in 177 unique shooting incidents recorded by Dallas Police Department between 2005 and 2015. Bivariate logistic regression and multivariable generalised estimation equation analyses were used to investigate incident characteristics associated with fatal or non-fatal injury to civilians and officers.ResultsCivilian injury occurred in 61% and officer injury in 14% of unique OIS incidents. In adjusted models, multiple shooting officers increased the odds of injury to both civilians (adjusted OR (AOR): 3.22, 95% CI 1.39 to 7.50) and officers (AOR 4.73, 95% CI 1.64 to 13.65). Odds of civilian injury were also significantly higher during the daytime and among non-Hispanic white compared with non-Hispanic black and Hispanic/Latina/o civilians, although a majority of OIS incidents (79%) involved non-Hispanic black or Hispanic/Latino/a civilians. Odds of officer injury were significantly higher for detectives compared with patrol (AOR=9.32, 95% CI 1.85 to 47.03) and during off-duty versus on-duty shootings (AOR=5.23, 95% CI 1.37 to 19.99).ConclusionsBoth civilians and officers are at risk for injury during OIS incidents, though to different degrees and with unique risk factors. Additional research is needed to understand whether these results are replicated elsewhere and to further understand the mechanisms of injury.

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