scholarly journals Impact of digitally acquired peer diagnostic input on diagnostic confidence in outpatient cases: A pragmatic randomized trial

Author(s):  
Elaine C Khoong ◽  
Valy Fontil ◽  
Natalie A Rivadeneira ◽  
Mekhala Hoskote ◽  
Shantanu Nundy ◽  
...  

Abstract Objective The study sought to evaluate if peer input on outpatient cases impacted diagnostic confidence. Materials and Methods This randomized trial of a peer input intervention occurred among 28 clinicians with case-level randomization. Encounters with diagnostic uncertainty were entered onto a digital platform to collect input from ≥5 clinicians. The primary outcome was diagnostic confidence. We used mixed-effects logistic regression analyses to assess for intervention impact on diagnostic confidence. Results Among the 509 cases (255 control; 254 intervention), the intervention did not impact confidence (odds ratio [OR], 1.46; 95% confidence interval [CI], 0.999-2.12), but after adjusting for clinician and case traits, the intervention was associated with higher confidence (OR, 1.53; 95% CI, 1.01-2.32). The intervention impact was greater in cases with high uncertainty (OR, 3.23; 95% CI, 1.09- 9.52). Conclusions Peer input increased diagnostic confidence primarily in high-uncertainty cases, consistent with findings that clinicians desire input primarily in cases with continued uncertainty.

Author(s):  
Alexander P Cole ◽  
Stuart R Lipsitz ◽  
Adam S Kibel ◽  
Brandon A Mahal ◽  
Nelya Melnitchouk ◽  
...  

Background: Medicaid expansion following the 2010 Affordable Care Act has an unknown impact on palliative treatments. Materials & methods: This registry-based study of individuals with metastatic cancer from 2010 to 2016 identified men and women with metastatic cancer in expansion and non-expansion states who received palliative treatments. A mixed effects logistic regression compared trends in expansion and non-expansion states and generated risk-adjusted probabilities or receiving palliative treatments each year. Results: Despite lower baseline use of palliative treatments, the rate of change was more rapid in expansion states (odds ratio [OR]: 1.02; 95% CI: 1.01–1.03; p < 0.001). The adjusted probability of receiving palliative treatments rose from 21.3 to 26.0% in non-expansion states, and from 19.7 to 26.9% in expansion states. Conclusion: Use of palliative treatments among metastatic cancer patients increased from 2010 to 2016 with a significantly greater increase in Medicaid expansion states, even when adjusting for demographic differences between states.


2019 ◽  
Vol 15 (2) ◽  
pp. 419-442
Author(s):  
Beom-mo Kang

AbstractAdopting quantitative corpus-based methods, this paper focuses on the alternative negative constructions in Korean, [anV] and [Vanhda]. Logistic regression analyses for a mixed-effects model were carried out on data drawn from the Sejong Korean Corpus. Certain features of the verb or adjective in negative constructions significantly affect the use of the two negative constructions. A relevant factor is register/medium (spoken or written), among other significant interactions of factors. Furthermore, the fact that frequency is consistent with other relevant factors, together with certain diachronic facts of Korean, supports the claim that frequency of use plays an important role in linguistic changes. Another finding is that, notwithstanding noticeable differences between spoken and written language, the factors influencing the use of the two negative constructions in Korean are largely similar in the spoken and written registers.


Author(s):  
Sayam R Dubash ◽  
Oras A Alabas ◽  
Xabier Michelena ◽  
Leticia Garcia-Montoya ◽  
Gabriele De Marco ◽  
...  

Abstract Objective To evaluate the relationship between clinical examination/ultrasound (US) synovitis in DMARD-naïve early PsA. Methods Eligible patients underwent matched clinical/US 44 joint assessment for tender and/or swollen joints (TJ/SJ) and US synovitis [grey scale (GS) ≥2 or power Doppler (PD) ≥1]. Statistical agreement between TJ/SJ, GS ≥ 2 or PD ≥ 1 was calculated by prevalence-adjusted and bias-adjusted kappa (PABAK). To derive probabilities of GS ≥ 2/PD ≥ 1, mixed-effects logistic regression modelled odds of US synovitis in TJ/SJ were conducted. Results In 155 patients, 5,616 joints underwent clinical/US examination. Of these joints, 1039/5616 (18.5%) were tender, 550/5616 (9.8%) were swollen, 1144/5616 (20.4%) had GS ≥ 2, and 292/5616 (5.2%) had PD ≥ 1. GS ≥ 2 was most prevalent in concomitantly tender and swollen joints [205/462 (44%)] followed by swollen non-tender joints [32/88 (36.4%)], tender non-swollen joints [148/577 (25.7%)], and non-tender non-swollen joints (subclinical synovitis) [759/4489 (16.9%)]. Agreement between SJ/PD ≥ 1 was high at the individual joint level (82.6%-96.3%, PABAK 0.65–0.93) and for total joints combined (89.9%, PABAK 0.80). SJ/GS ≥ 2 agreement was greater than between TJ/GS ≥ 2 [73.5%-92.6% vs 51.0%-87.4% (PABAK 0.47–0.85 vs PABAK 0.35–0.75) respectively]. Swelling was independently associated with higher odds of GS ≥ 2 [odds ratio (OR) (95% CI); 4.37 (2.62, 7.29); p &lt; 0.001] but not tenderness [OR = 1.33 (0.87, 2.06); p = 0.192]. Swelling [OR = 8.78 (3.92, 19.66); p &lt; 0.001] or tenderness [OR = 3.38 (1.53, 7.50); p = 0.003] were independently associated with higher odds of PD ≥ 1. Conclusion Synovitis (GS ≥ 2 and/or PD ≥ 1) was more likely in swollen joints than tender joints in DMARD-naïve, early PsA. Agreement indicated swollen joints were the better proxy for synovitis, adding to greater understanding between clinical/US assessments.


2020 ◽  
Vol 35 (Supplement_3) ◽  
Author(s):  
Tomoko Namba-Hamano ◽  
Takayuki Hamano ◽  
Masahiro Kyo ◽  
Yutaka Yamaguchi ◽  
Kawamura Masataka ◽  
...  

Abstract Background and Aims Few studies have evaluated long-term graft histology. The aims of this study were to reveal the histological characteristics peculiar to long-term graft and to identify clinical manifestations and histological findings predicting graft survival after biopsy. Method In this retrospective study, we enrolled all allograft biopsies conducted in two institutions between 2002 and 2018 in recipients who had underwent transplantation 10 years before (n=107). The revised Banff criteria were used to evaluate histological findings. For a baseline cress-sectional study, we employed logistic regression analyses, to explore clinical factors associated with each histological parameter. Restricted cubic spline functions were used for non-linear associations. In longitudinal study, log-rank test and Cox proportional hazards models were used to evaluate the death-censored graft loss. Results Median (IQR) of time after transplantation, recipient age at biopsy, and donor age were 13 (11, 19), 49 (42, 59), and 51 years (43, 58), respectively. Median (IQR) eGFR and proteinuria at biopsy was 29 (24,40) mL/min/1.73m2 and 0.46 (0.18,0.80) g/day, respectively. Seventeen patients (16%) had FSGS lesion, which was the most common glomerular abnormality in this cohort. Figure 1 shows the distribution of histological parameters. Donor age, in addition to proteinuria, was found to be associated with the presence of FSGS lesion [Odds ratio 2.37 (95%CI 1.16-4.88) per 10-year]. When constructing a non-linear model, estimated prevalence of FSGS lesion was increased in grafts from donors of &gt; 40 years old (Figure 2). Logistic regression analyses revealed that eGFR at biopsy and transplantation vintage were associated with the presence of ci [Odds ratio 0.48 (95%CI 0.32-0.71) per 10 mL/min/1.73m2, and 1.17 (1.05-1.30) per 10-year, respectively]. We also found that eGFR at biopsy and proteinuria were associated with the presence of ct [Odds ratio 0.40 (95%CI 0.26-0.63) per 10 mL/min/1.73m2, and 2.02 (1.07-3.84) per 1g/day, respectively]. Figure 3 shows Kaplan-Meier curves for death-censored graft survival after biopsy. During 3.5 years of observation, 33% of patients lost their graft functions. Log rank tests revealed that the risk of graft loss is increased in the groups with the presence of ct (p=0.001), and FSGS lesion (p=0.0001), and higher score of cg (p&lt;0.0001). In multivariate Cox proportional hazards model, the highest score of cg in addition to grater proteinuria and lower eGFR at biopsy showed higher risk of graft loss after biopsy [Hazard ratio 3.26 (95% CI 1.25-8.53) as compared to cg0, 1.64 (1.09-2.46) per g/day, and 0.39 (0.24-0.64) per 10 mL/min/1.73m2, respectively]. Conclusion The grafts from older donors, especially older than 40 years old, have FSGS lesion more frequently. Only cg score, not ct score or FSGS lesion, predicts graft survival after biopsy in patients with long transplantation vintage, independently from clinical information.


Author(s):  
Andrew Stickley ◽  
Tetsuya Matsubayashi ◽  
Michiko Ueda

Abstract Background There is some evidence that loneliness may be linked to poorer health behaviours. Despite this, there has been little research to date on the relationship between loneliness and COVID-19 preventive behaviours. We studied these associations in a sample of the Japanese population. Methods Data were analysed from an online survey of 2000 adults undertaken in April and May 2020. Loneliness was assessed with the Three-Item Loneliness Scale. Information was also collected on 13 COVID-19 preventive behaviours. Regression analyses were used to examine associations. Results In linear regression models adjusted for demographic and mental health variables, both dichotomous and continuous loneliness measures were negatively associated with engaging in COVID-19 preventive behaviours. Logistic regression analyses further showed that loneliness was also associated with reduced odds for a variety of individual preventive behaviours including wearing a mask (odds ratio [OR]: 0.77, 95% confidence interval [CI]: 0.62–0.95), disinfecting hands (OR: 0.80, 95% CI: 0.67–0.94) and social distancing when outdoors (OR: 0.75, 95% CI: 0.61–0.92). Conclusions Loneliness is associated with lower engagement in COVID-19 preventive behaviours. Interventions to prevent or ameliorate loneliness during the ongoing pandemic may be important in combating the spread of the coronavirus.


1994 ◽  
Vol 75 (2) ◽  
pp. 911-914 ◽  
Author(s):  
Min Qi Wang ◽  
Eugene C. Fitzhugh ◽  
R. Carl Westerfield ◽  
James M. Eddy

This study examined the predictive relationships between adolescents' smoking and symptoms of depression. A national sample of 6,900 adolescents, ages 14 to 18 years, were selected for analysis. Variables of interest included measures for smoking status and symptoms of depression. Odds ratio and adjusted odds ratio from logistic regression analyses indicated that more of the 885 smokers than of the 6,015 nonsmokers reported feelings of unhappiness, sadness, or depression, hopelessness about the future, and having trouble going to sleep.


2015 ◽  
Vol 85 (1-2) ◽  
pp. 5-13
Author(s):  
Yeonsoo Kim ◽  
Tak Yan Chau ◽  
Julie M. Rutledge ◽  
Dawn Erickson ◽  
Yunsook Lim

Abstract. The objective of the present study was to investigate factors that affect sugar sweetened beverage (SSB) intake in rural, southern college students in the US. The majority of the participants were male (58 %) and Caucasian (63 %). The average total SSB consumption was 79.4 fl oz/day (2.35 L/d). Results of binary logistic regression analyses of total SSB intake greater than 57.4 fl oz/day (1.8 L/d) versus less than 57.4 fl oz/day showed that factors associated with greater odds for high SSB intake were age greater than 20 years old (odds ratio [OR] = 3.551, 95 % confidence interval [CI] = 1.385 - 9.104, p = 0.008) and being African American (OR = 3.477, 95 % CI = 1.291 - 9.363, p = 0.013). Results of binary logistic regression analyses of total bottled water intake greater than 39.4 fl oz/day (median) versus less than 39.4 fl oz/day showed that consuming alcohol was significantly related to an increased probability of drinking more than 39.4 fl oz (1.17 L/d) of bottled water per day (median; OR = 2.914, 95 % CI = 1.223 - 6.943, p = 0.016). Culturally sensitive strategies are needed to raise awareness for making healthy beverage choices when dining on campus to effectively reduce college student’s SSB consumption.


2020 ◽  
Vol 26 (4) ◽  
pp. 368-375
Author(s):  
Masaya Enomoto ◽  
Keigo Shigeta ◽  
Takahiro Ota ◽  
Tatsuo Amano ◽  
Masayuki Ueda ◽  
...  

Background Limited data are available regarding the predictors, clinical relevance, and bleeding rate by surgical devices of intracranial hemorrhage after endovascular thrombectomy. This is partially explained by the difference in the classification and definition of hemorrhage among studies. The purpose of this study was to identify the predictors of hemorrhagic transformation and isolated subarachnoid hemorrhage after endovascular thrombectomy. Methods This was a retrospective, multicenter observational cohort study of consecutive patients who underwent endovascular thrombectomy between January 2015 and December 2018. Univariate and logistic regression analyses were performed to determine the predictors, the impact on clinical outcomes, and the bleeding rate by surgical devices of hemorrhagic transformation and isolated subarachnoid hemorrhage. Results Among 610 eligible patients, hemorrhagic transformations occurred in 93 (15.2%). Fourteen patients (2.3%) were classified as having symptomatic intracranial hemorrhage. Isolated subarachnoid hemorrhage was found in 60 (9.8%) patients. In the logistic regression analyses, diabetes mellitus (odds ratio: 1.92; 95% confidence interval: 1.06–3.49) was associated with hemorrhagic transformation, and the number of device passes (odds ratio: 1.33; 95% confidence interval: 1.11–1.59) was associated with isolated subarachnoid hemorrhage. Both hemorrhagic transformation and isolated subarachnoid hemorrhage were associated with poor 90-day functional outcomes. There was a significant correlation between treatment with stent retrievers and isolated subarachnoid hemorrhage. Conclusions Patients with diabetes mellitus were vulnerable to hemorrhagic transformation, whereas those who underwent several attempts of thrombectomy were susceptible to isolated subarachnoid hemorrhage. Both hemorrhage types worsened the functional outcome. Treatment with the stent retriever was significantly associated with postprocedural isolated subarachnoid hemorrhage.


2006 ◽  
Vol 27 (12) ◽  
pp. 1347-1351 ◽  
Author(s):  
C. Brandt ◽  
D. Sohr ◽  
M. Behnke ◽  
F. Daschner ◽  
H. Rüden ◽  
...  

Objective.To evaluate whether surgical site infection (SSI) rates decrease in surgical departments as a result of performing active SSI surveillance.Design.Retrospective multiple logistic regression analyses.Setting.A group of 130 surgical departments of German hospitals participating in the Krankenhaus Infektions Surveillance System (KISS).Methods.Data for 19 categories of operative procedures performed between January 1997 and June 2004 were included (119,114 operations). Active SSI surveillance was performed according to National Nosocomial Infections Surveillance system (NNIS) methods and definitions. Departments' SSI rates were calculated individually for each year of surveillance and for each operative procedure category, taking into account when the individual departments had begun their surveillance activities. Multiple logistic regression analyses on a single operation basis were carried out with stepwise variable selection to predict outcomes for patients with SSI. The variables included were as follows: the department's year of participation, NNIS risk index variables, patients' age and sex, and the hospitals' structural characteristics, such as yearly operation frequency, number of beds, and academic status.Results.For 14 of 19 operative procedure categories analyzed, there was a tendency toward lower SSI rates that was associated with increasing duration of SSI surveillance. In multiple logistic regression analyses of pooled data for all operative procedures, the departments' participation in the surveillance system was a significant independent protective factor. Compared with the surveillance year 1, the SSI risk decreased in year 2 (odds ratio, 0.84; 95% confidence interval, 0.77-0.93) and in year 3 (odds ratio, 0.75; 95% confidence interval, 0.68-0.82), and there was no change in year 4.Conclusion.The SSI incidence was reduced by one quarter as a result of the surveillance-induced infection control efforts, which indicates the usefulness of a voluntary surveillance system.


Stroke ◽  
2020 ◽  
Vol 51 (9) ◽  
pp. 2742-2751
Author(s):  
Yufei Wei ◽  
Yuehua Pu ◽  
Yuesong Pan ◽  
Ximing Nie ◽  
Wanying Duan ◽  
...  

Background and Purpose: We aimed to evaluate the impact of cortical microinfarcts (CMIs) on functional outcome after endovascular treatment in patients with acute ischemic stroke. Methods: In a multicenter registration study for RESCUE-RE (a registration study for Critical Care of Acute Ischemic Stroke After Recanalization), eligible patients with large vessel occlusion stroke receiving endovascular treatment, who had undergone 3T magnetic resonance imaging on admission or within 24 hours after endovascular treatment were analyzed. We evaluated the presence and numbers of CMIs with assessment of axial T1, T2-weighted images, and fluid-attenuated inversion recovery images. The primary outcome was functional dependence or death defined as modified Rankin Scale scores of 3 to 6 at 90 days. Secondary outcomes included early neurological improvement, any intracranial hemorrhage, symptomatic intracranial hemorrhage, and mortality. We investigated the independent associations of CMIs with the outcomes using multivariable logistic regression in overall patients and in subgroups. Results: Among 414 patients (enrolled from July 2018 to May 2019) included in the analyses, 96 (23.2%) patients had at least one CMI (maximum 6). Patients with CMI(s) were more likely to be functionally dependent or dead at 90 days, compared with those without (55.2% versus 37.4%; P <0.01). In multivariable logistic regression analyses, presence of CMI(s) (adjusted odds ratio, 1.78 [95% CI, 1.04−3.07]; P =0.04) and multiple CMIs (CMIs ≥2; adjusted odds ratio, 7.41 [95% CI, 2.48−22.17]; P <0.001) were independently, significantly associated with the primary outcome. There was no significant difference between subgroups in the associations between CMI presence and the primary outcome. Conclusions: Acute large vessel occlusion stroke patients receiving endovascular treatment with CMI(s) were more likely to have a poor functional outcome at 90 days, independent of patients’ characteristics. Such associations may be dose-dependent. Registration: URL: http://www.chictr.org.cn ; Unique identifier: ChiCTR1900022154.


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