Category: Statistics

J Dent Educ. 2021 Dec 28. doi: 10.1002/jdd.12852. Online ahead of print.

ABSTRACT

The aim of the study was to determine if there is a difference between dental therapy students’ clinical performance as compared to dental students at the University of Minnesota. An ex post facto research design was used to compare dental therapy students’ and dental students’ performance on selected clinical procedures. Dental students and dental therapy students from the graduating classes of 2016, 2017, and 2019 at the University of Minnesota comprised the study sample. Fisher’s exact test was used to compare pass rates, and Wilcox rank sum test was used to compare performance scores. Dental therapy students’ clinical performance on competency examinations and scores on daily clinical procedures showed no statistically significant difference when compared to dental student performance. There was no overall statistical difference in clinical performance between the three student cohorts. Dental therapy students performed equally as well as the dental students.

PMID:34964132 | DOI:10.1002/jdd.12852

J Clin Monit Comput. 2021 Dec 29. doi: 10.1007/s10877-021-00792-z. Online ahead of print.

ABSTRACT

Breathing asynchronies are mismatches between the requests of mechanically ventilated subjects and the support provided by mechanical ventilators. The most widespread technique in identifying these pathological conditions is the visual analysis of the intra-tracheal pressure and flow time-trends. This work considers a recently introduced pressure-flow representation technique and investigates whether it can help nurses in the early detection of anomalies that can represent asynchronies. Twenty subjects-ten Intensive Care Unit (ICU) nurses and ten persons inexperienced in medical practice-were asked to find asynchronies in 200 breaths pre-labeled by three experts. The new representation increases significantly the detection capability of the subjects-average sensitivity soared from 0.622 to 0.905-while decreasing the classification time-from 1107.0 to 567.1 s on average-at the price of a not statistically significant rise in the number of wrong identifications-specificity average descended from 0.589 to 0.52. Moreover, the differences in experience between the nurse group and the inexperienced group do not affect the sensitivity, specificity, or classification times. The pressure-flow diagram significantly increases sensitivity and decreases the response time of early asynchrony detection performed by nurses. Moreover, the data suggest that operator experience does not affect the identification results. This outcome leads us to believe that, in emergency contexts with a shortage of nurses, intensive care nurses can be supplemented, for the sole identification of possible respiratory asynchronies, by inexperienced staff.

PMID:34964083 | DOI:10.1007/s10877-021-00792-z

Turk Psikiyatri Derg. 2021;32(4):267-274.

ABSTRACT

OBJECTIVE: The aim of this study is to demonstrate the validity and reliability of the Categorical and Dimensional Psychometric Properties of the Structured Clinical Interview for DSM-5 Personality Disorders (SCID-5-PD) after its translation to the Turkish.

METHOD: The study was carried out with 102 volunteers from two university hospitals. The SCID interview was conducted by two experienced psychiatrists who interchanged positions as interviewer and observer; and completed the research forms without discussing the patient. The diagnostic agreement between the interviewers and the Kappa coefficient were calculated. Divergent and convergent validity analyses were carried out for diagnostic validity and the scores obtained from the self-report form as well as the dimensional evaluation scores were used in the statistical analyses.

RESULTS: The group mean age for volunteers was 39.6±11.6 years and 66.7% consisted of females. The Kappa values for personality categories were 0.79 for avoidant personality structure, 0.64 for dependent personality structure, 0.81 for obsessive-compulsive personality structure, 0.76 for paranoid personality structure, 0.49 for schizotypal personality structure, 0.90 for histrionic personality structure, 0.66 for narcissistic personality structure, 0.89 for borderline personality structure and 0.71 for antisocial personality structure. Dimensional evaluation showed significant correlation with the diagnostic agreement between the interviewers and also with the scores of the self-report forms completed by the participants.

CONCLUSION: The results demosntrated that the Turkish version of the Structured Clinical Interview for DSM-5 Personality Disorders (SCID- 5-PD-CV-TR) is valid and reliable.

PMID:34964101

OTA Int. 2021 Dec 22;5(1):e165. doi: 10.1097/OI9.0000000000000165. eCollection 2022 Mar.

ABSTRACT

OBJECTIVES: The goal of this study was to investigate whether the COVID-19 pandemic has affected hip fracture care at a Level I Trauma hospital. The secondary goal was to summarize the published hip fracture reports during the pandemic.

DESIGN: A retrospective cohort study.

SETTING: Level I Trauma Center.

PATIENTS/PARTICIPANTS: Eighty-six operatively treated hip fracture patients age ≥65 years, occurring from January 17 to July 2, 2020.

INTERVENTION IF ANY: N/A.

MAIN OUTCOME MEASUREMENTS: We defined 3 phases of healthcare system response: pre-COVID-19 (period A), acute phase (period B), and subacute phase (period C). The primary outcome was 30-day mortality. Clinical outcomes including time to surgery (TTS) and length of stay (LOS) were extracted from the electronic medical record.

RESULTS: Twenty-seven patients from Period A, 27 patients from Period B, and 32 patients from Period C were included. The 30-day mortality was not statistically different. The mean TTS was 20.0 +/- 14.3 hours and was the longest in Period C (22.1 +/- 9.8 hours), but the difference was not statistically significant. The mean LOS was 113.0 +/- 66.2 hours and was longest in Period B (120.9 +/- 100.6 hours). However, the difference was not statistically significant.

CONCLUSIONS: The 30-day mortality, TTS, and LOS were not statistically different across multiple phases of pandemic at a level 1 trauma center. Our results suggest that we successfully adapted new protocol changes and continued to provide evidence-based care for hip fracture patients. Our results were comparable with that of other authors around the world.

PMID:34964041 | PMC:PMC8694514 | DOI:10.1097/OI9.0000000000000165

JCO Precis Oncol. 2021 Dec 22;5:PO.21.00115. doi: 10.1200/PO.21.00115. eCollection 2021.

ABSTRACT

PURPOSE: Previous studies have shown an approximately two-fold elevation in the relative risk of urinary bladder cancer (UBC) among people with a family history that could not be entirely explained by shared environmental exposures, thus suggesting a genetic component in its predisposition. Multiple genome-wide association studies and recent gene panel sequencing studies identified several genetic loci that are associated with UBC risk; however, the list of UBC-associated variants and genes is incomplete.

MATERIALS AND METHODS: We exome sequenced eight patients from three multiplex UBC pedigrees and a group of 77 unrelated familial UBC cases matched to 241 cancer-free controls. In addition, we examined pathogenic germline variation in 444 candidate genes in 392 The Cancer Genome Atlas UBC cases.

RESULTS: In the pedigrees, segregating variants were family-specific although the identified genes clustered in common pathways, most notably DNA repair (MLH1 and MSH2) and cellular metabolism (IDH1 and ME1). In the familial UBC group, the proportion of pathogenic and likely pathogenic variants was significantly higher in cases compared with controls (P = .003). Pathogenic and likely pathogenic variant load was also significantly increased in genes involved in cilia biogenesis (P = .001). In addition, a pathogenic variant in CHEK2 (NM_007194.4:c.1100del; p.T367Mfs*15) was over-represented in cases (variant frequency = 2.6%; 95% CI, 0.71 to 6.52) compared with controls (variant frequency = 0.21%; 95% CI, 0.01 to 1.15), but was not statistically significant.

CONCLUSION: These results point to a complex polygenic predisposition to UBC. Despite heterogeneity, the genes cluster in several biologically relevant pathways and processes, for example, DNA repair, cilia biogenesis, and cellular metabolism. Larger studies are required to determine the importance of CHEK2 in UBC etiology.

PMID:34964002 | PMC:PMC8710334 | DOI:10.1200/PO.21.00115

Aging Med (Milton). 2021 Dec 11;4(4):297-303. doi: 10.1002/agm2.12185. eCollection 2021 Dec.

ABSTRACT

OBJECTIVE: To investigate the morphological changes with age in the pancreases of healthy individuals undergoing magnetic resonance imaging (MRI).

METHODS: The participants were selected from adults who were undergoing physical examinations from January 2017 to September 2020 at Huadong Hospital. They were divided according to age, as broken down by decades into seven groups ranging from 20 to 29 years to ≥80 years of age. There were 30 to 35 cases for each decade. They were then divided into a young and middle-aged group (<60 years of age) and an elderly group (≥60 years of age). The morphological characteristics of the pancreases of each participant in the group were measured on magnetic resonance images. The characteristics included the pancreatic anteroposterior diameters and volumes. The relationships between the anteroposterior diameters of the pancreatic head, body, and tail and pancreatic volume and age were analyzed.

RESULTS: A total of 226 magnetic resonance images from 112 (49.56%) men and 114 (50.44%) women, aged 22-93 (54.68 ± 19.52) years. The age ranges of the seven groups consisted of the following: 20-29 years (n = 33), 30-39 years (n = 32), 40-49 years (n = 32), 50-59 years (n = 31), 60-69 years (n = 35), 70-79 years (n = 33) and ≥80 years (n = 30). The age range and numbers of patients in the young and middle-aged group was 22-59 (40.09 ± 10.88) years (n = 128) and in the elderly group was 60-93 (73.74 ± 8.99) years (n = 98). The MRI findings characteristic of aging included pancreatic atrophy (especially of the pancreatic tail), pancreatic lobulation, uneven signal intensity, fatty degeneration, and widening of the main pancreatic duct. The respective anteroposterior diameters of the pancreatic head, body, and tail and the pancreatic volumes peaked at 30 to 39 years as follows: 28.03 ± 4.45 mm, 24.10 ± 4.27 mm, 24.57 ± 4.94 mm, 98.54 ± 26.56 cm³; and then gradually decreased to 19.05 ± 3.59 mm, 16.00 ± 3.81 mm, 13.83 ± 3.39 mm, 45.02 ± 9.15 cm³ at ≥80 years, for respective decreases of 32.03%, 33.60%, 43.71%, and 54.31%. The respective anteroposterior diameters of the pancreatic head, body, tail, and pancreatic volume in the elderly patients were 21.45 ± 4.15 mm, 18.14 ± 4.09 mm, 16.81 ± 4.37 mm, and 59.02 ± 21.44 cm³, which were significantly smaller than the respective corresponding measurements in the young and middle-aged patients (26.09 ± 4.40 mm, 22.30 ± 4.42 mm, 22.08 ± 4.53 mm, and 88.32 ± 23.92 cm³). The differences were statistically significant (t = 8.06, 7.24, 8.79, 9.54, respectively, p < 0.001). The anteroposterior diameters of the pancreatic head, body, tail, and pancreatic volume were negatively correlated with age (r = -0.53, -0.47, -0.56, -0.57, respectively, p < 0.001).

CONCLUSION: The anteroposterior diameters of the pancreatic head, body, tail, and the pancreatic volume all peaked at the age range of 30-39 years and then gradually decreased with increasing age. After the age of 60 years, pancreatic atrophy became increasingly obvious, with changes in shape and widening with age of the main pancreatic duct.

PMID:34964011 | PMC:PMC8711217 | DOI:10.1002/agm2.12185

Pediatr Qual Saf. 2021 Feb 19;6(2):e385. doi: 10.1097/pq9.0000000000000385. eCollection 2021 Mar-Apr.

ABSTRACT

Many quality improvement interventions do not lead to sustained improvement, and the sustainability of healthcare interventions remains understudied. We conducted a time-series analysis to determine whether improvements in the safety of rapid sequence intubation (RSI) in our academic pediatric emergency department were sustained 5 years after a quality improvement initiative.

METHODS: There were 3 study periods: baseline (April 2009-March 2010), improvement (July 2012-December 2013), and operational (January 2014-December 2018). All patients undergoing RSI were eligible. We collected data using a structured video review. We compared key processes and outcomes with statistical process control charts.

RESULTS: We collected data for 615 of 643 (96%) patient encounters with RSI performed: 114 baseline (12 months), 105 improvement (18 months), and 396 operational (60 months). Key characteristics were similar, including patient age. Statistical process control charts indicated sustained improvement of all 6 key processes and the primary outcome measure (oxyhemoglobin desaturation) throughout the 5-year operational period.

CONCLUSIONS: Improvements in RSI safety were sustained 5 years after a successful improvement initiative, with further improvement seen in several key processes. Further research is needed to elucidate the factors contributing to sustainability.

PMID:34963998 | PMC:PMC8702256 | DOI:10.1097/pq9.0000000000000385

Cureus. 2021 Dec 20;13(12):e20555. doi: 10.7759/cureus.20555. eCollection 2021 Dec.

ABSTRACT

Introduction Firearm injuries are a significant cause of mortality and morbidity. Our study aims to evaluate the injury patterns, results of imaging studies, treatment methods, outcomes, and mortality rates of patients who were admitted to the emergency department with firearm injuries. Methods Our study was designed as a retrospective descriptive study. To this end, adult patients who were admitted to our hospital with gunshot wounds between January 1, 2017, and July 31, 2021, were screened. The files of 527 patients who were admitted with gunshot wounds were analyzed. A total of 30 patients were excluded from the study due to missing data. Statistical analyses were performed using the data of a total of 497 patients. Independent variables of the study included sex, age, systolic blood pressure (SBD), diastolic blood pressure (DBD), pulse, respiratory rate, Glasgow Coma Scale (GCS) score, range of shot, injury site, X-ray, cranial CT, thorax CT, abdominal CT, and extremity CT angiography findings, and the need for treatment and referral. Mortality was the dependent variable of the study. A logistic regression model was created to predict factors affecting the survival of the patients who were admitted to the emergency department with gunshot wounds and to identify the independent variables affecting survival. A p-value of <0.05 was considered sufficient for significance. Results The majority of patients who were admitted to the emergency department due to gunshot wounds were male and the median age of the patients was 32 years (18-70 years). The comparison of the descriptive characteristics with respect to survival revealed that the systolic and diastolic blood pressures and GCS scores of the deceased patients were significantly lower than those of the survivors. The rate of shooting at short range was significantly higher in the deceased patients when compared to that of the survivors. In addition, the rate of the need for surgical intervention and the incidence of pneumocephaly in cranial CT were higher in the deceased patients than in the survivors. Significantly higher rates of deceased patients required referral to neurosurgery and thoracic surgery clinics than survivors. The patients who were referred to the thoracic surgery clinic had an increased death rate by 29-fold and the patients who were referred to the thoracic surgery clinic had an increased death rate by about nine-fold. On the other hand, the probability of death was reduced by about half when the GCS scores of the patients were higher. Discussion We evaluated GCS in our patient group and determined a significantly lower score in the patients who did not survive, which agrees with the findings of other studies. Patients with higher SBD and DBD showed a higher probability of survival, which agrees with the results in other studies. Most patients were shot from their extremities and none had died while the death rate was significantly higher in the patients who suffered injuries to the head or neck. The patients with pneumocephalus had a very low chance of survival. Compared to wound care and dressing, patients who received surgical treatment were more likely to die as these patients had more critical injuries. Conclusion Although most injuries were to the extremities, there were no mortalities in the cohort of patients referred to orthopedics. The patients who suffered injuries to the head/neck had the highest mortality rate.

PMID:34963872 | PMC:PMC8695658 | DOI:10.7759/cureus.20555

Prog Rehabil Med. 2021 Dec 10;6:20210050. doi: 10.2490/prm.20210050. eCollection 2021.

ABSTRACT

OBJECTIVE: This study investigated the potential utility of computed tomography for outcome prediction in patients with intracerebral hemorrhage.

METHODS: Patients with putaminal and/or thalamic hemorrhage for whom computed tomography images were acquired in our hospital emergency room soon after onset were retrospectively enrolled. Outcome measurements were obtained at discharge from the convalescent rehabilitation ward of our affiliated hospital. Hemiparesis was evaluated using the total score of the motor component of the Stroke Impairment Assessment Set (SIAS-motor; null to full, 0 to 25), the motor component of the Functional Independence Measure (FIM-motor; null to full, 13 to 91), and the total length of hospital stay. After registration of the computed tomography images to the standard brain, the volumes of the hematoma lesions located in the corticospinal tract were calculated. The correlation between the corticospinal tract lesion volumes and the outcome measurements was assessed using Spearman’s rank correlation test.

RESULTS: Thirty patients were entered into the final analytical database. Corticospinal tract lesion volumes ranged from 0.002 to 4.302 ml (median, 1.478). SIAS-motor scores ranged from 0 to 25 (median, 20), FIM-motor scores ranged from 15 to 91 (median, 80.5), and the total length of hospital stay ranged from 31 to 194 days (median, 106.5). All correlation tests were statistically significant (P <0.01). The strongest correlation was for SIAS-motor total (R=-0.710), followed by FIM-motor (R=-0.604) and LOS (R=0.493).

CONCLUSIONS: These findings suggest that conventional computed tomography images may be useful for outcome prediction in patients with intracerebral hemorrhage.

PMID:34963905 | PMC:PMC8652345 | DOI:10.2490/prm.20210050

Zhonghua Yu Fang Yi Xue Za Zhi. 2021 Dec 6;55(12):1524-1529. doi: 10.3760/cma.j.cn112150-20211103-01019.

ABSTRACT

The traditional proportional hazard model is commonly used to investigate the association between main outcome and predictor variables. However, the endpoints in medical studies are often not unique. The analyses of labeling other competing outcomes other than the main outcome as censored data will theoretically lead to a biased estimate of the risk of main outcome. Although the traditional competitive risk model can adjust the influence of other outcomes on the risk of the main outcome, it can not directly compare the differences on the risks of different outcomes. The multi-state competing risk model provides a relatively suitable solution for this problem. In this study, based on a previously published follow-up data set for prostate cancer patients, we developed traditional proportional hazard model, traditional competitive risk model, and multi-state competing risk model, respectively. By comparing the advantages and disadvantages of the three models with the same survival data, we clarified the clinical application value of the multi-state competitive risk model in survival data with multiple outcomes.

PMID:34963255 | DOI:10.3760/cma.j.cn112150-20211103-01019