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Nevin Manimala Statistics

Occupational injuries and psychological support in Chinese nurses: a cross-sectional study

Rev Esc Enferm USP. 2021 Sep 13;55:e20200422. doi: 10.1590/1980-220X-REEUSP-2020-0422. eCollection 2021.

ABSTRACT

OBJECTIVE: To assess the occupational injuries and psychological support received by nurses and to investigate the relationship between the two.

METHOD: This was a nation-wide cross-sectional study of nurses working across 1858 hospitals in China. Data were collected using an online structured, self-administered questionnaire between 2016 and 2017.

RESULTS: Nearly half of respondents had experienced aggressive behavior from patients or their attendants; 13.4% respondents had experienced aggressive behavior on more than three occasions. 78.96% respondents had experienced needle-stick injuries and 51.22% had experienced psychological trauma. 20.5% respondents believed that hospitals do not pay any attention to occupational safety. 86.1% respondents expressed the need for little or moderate psychological support. Nurses who had experienced aggressive behavior expressed a greater need for psychological support. Nurses working at hospitals that adequately addressed the occupational safety issues expressed the lowest need for psychological support.

CONCLUSION: We found a high prevalence of psychological stress and occupational injuries among nurses. Nursing managers need to address this issue and implement interventions to prevent and reduce injuries.

PMID:34516601 | DOI:10.1590/1980-220X-REEUSP-2020-0422

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Nevin Manimala Statistics

Ultra short time to Echo (UTE) MRI for cephalometric analysis-Potential of an x-ray free fast cephalometric projection technique

PLoS One. 2021 Sep 13;16(9):e0257224. doi: 10.1371/journal.pone.0257224. eCollection 2021.

ABSTRACT

OBJECTIVES: A novel magnetic resonance imaging (MRI) scan protocol is presented on the basis of ultra-short time to echo (UTE). By this MRI cephalometric projections (MCPs) can be acquired without the need of post processing in one shot. Different technical parameterizations of the protocol are performed. Their impact on the performance of MCPs is evaluated in comparison to the gold standard-the lateral cephalometric radiography (LCR) for cephalometric analysis (CA) in orthodontics.

METHODS: Seven MCPs with various scan parameters influencing the scan duration and one LCR are used from one subject. 40 expert assessors performed CA for 14 predefined cephalometric landmarks. Relative metric distances and absolute angular measurements were calculated. Statistical analysis is presented and the deviations are highlighted to demonstrate the potential of the method for further analysis.

RESULTS: The MCPs are acquired in 5-154 seconds, depending on resolution and contrast. Mean relative distances were 2.4-2.7 mm in MCPs and 1.6 mm in LCR, which demonstrate the accuracy and level of agreement of the expert assessors in identifying anatomical landmarks. In comparison to other studies, the presented MCP performed similar in angular analysis and demonstrated on average deviation of 1.2° ±1.1° in comparison to LCR. Despite the point articulare (Ar) and the related gonial angle the calculate distances and angles show outcomes in the range of ±2°/2mm.

CONCLUSIONS: MCPs can be acquired much faster in comparison to other techniques known from literature for CA. This study demonstrated the potential of the new method and showed first feasible results. Further research is needed to analyze the performance on a broad range of patients.

PMID:34516568 | DOI:10.1371/journal.pone.0257224

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Nevin Manimala Statistics

The interactive effects of non-alcoholic fatty liver disease and hemoglobin concentration in the first trimester on the development of gestational diabetes mellitus

PLoS One. 2021 Sep 13;16(9):e0257391. doi: 10.1371/journal.pone.0257391. eCollection 2021.

ABSTRACT

Gestational diabetes mellitus (GDM) is associated with adverse perinatal and maternal outcomes. Epidemiological studies have reported that non-alcoholic fatty liver disease (NAFLD) and a high hemoglobin (Hb) concentration are risk factors for GDM in the middle trimester. However, no consistent conclusions have been reached, especially in Chinese pregnant women. A case-control study was conducted to better understand the associations between NAFLD and Hb concentration in the first trimester and the risk of GDM and their interactive effects. Multivariable logistic regression analysis and a cross-product term of Hb and steatosis were used to evaluate the associations between first trimester Hb concentration, steatosis, and GDM and their interactive effects. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using two-sided statistical tests at an alpha level of 0.05. For the study, 1,017 normal pregnant women, and 343 pregnant women diagnosed with GDM (25.22%) were recruited from the First Hospital of Shanxi Medical University, Shanxi Province, China. NAFLD-associated steatosis was found to be independent risk factors for developing GDM compared with grade 0 steatosis, with ORs of 1.98 (95% CI: 1.35-2.89) and 2.27 (95% CI:1.29-3.96), respectively. Meanwhile, a high Hb concentration was found to be a risk factor for developing GDM compared with the normal Hb concentration (OR = 1.88; 95% CI:1.24-2.83). The risk of developing GDM was more pronounced among pregnant women who had both high-grade steatosis and higher Hb concentrations during their first trimester (OR = 6.24; 95% CI: 1.81-23.66). However, we found no significant interactions between Hb concentration and steatosis grade. In conclusion, our study confirmed that a high Hb concentration and NAFLD-associated steatosis during the first trimester play important roles in predicting the risk of GDM in Chinese women. Future studies are required to verify the interactive effects between NAFLD-associated steatosis and Hb concentration.

PMID:34516586 | DOI:10.1371/journal.pone.0257391

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Nevin Manimala Statistics

The health-economy trade-off during the Covid-19 pandemic: Communication matters

PLoS One. 2021 Sep 13;16(9):e0256103. doi: 10.1371/journal.pone.0256103. eCollection 2021.

ABSTRACT

How do people balance concerns for general health and economic outcomes during a pandemic? And, how does the communication of this trade-off affect individual preferences? We address these questions using a field experiment involving around 2000 students enrolled in a large university in Italy. We design four treatments where the trade-off is communicated using different combinations of a positive framing that focuses on protective strategies and a negative framing which refers to potential costs. We find that positive framing on the health side induces students to give greater relevance to the health dimension. The effect is sizeable and highly effective among many different audiences, especially females. Importantly, this triggers a higher level of intention to adhere to social distancing and precautionary behaviors. Moreover, irrespective of the framing, we find a large heterogeneity in students’ preferences over the trade-off. Economics students and students who have directly experienced the economic impact of the pandemic are found to give greater value to economic outcomes.

PMID:34516549 | DOI:10.1371/journal.pone.0256103

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Nevin Manimala Statistics

Marketable value estimation of patents using ensemble learning methodology: Focusing on U.S. patents for the electricity sector

PLoS One. 2021 Sep 13;16(9):e0257086. doi: 10.1371/journal.pone.0257086. eCollection 2021.

ABSTRACT

Patent valuation is required to revitalize patent transactions, but calculating a reasonable value that consumers and suppliers could satisfy is difficult. When machine learning is used, a quantitative evaluation based on a large volume of data is possible, and evaluation can be conducted quickly and inexpensively, contributing to the activation of patent transactions. However, due to patent characteristics, securing the necessary training data is challenging because most patents are traded privately to prevent technical information leaks. In this study, the derived marketable value of a patent through event study is used for patent value evaluation, matching it with the semantic information from the patent calculated using latent Dirichlet allocation (LDA)-based topic modeling. In addition, an ensemble learning methodology that combines the predicted values of multiple predictive models was used to determine the prediction stability. Base learners with high predictive power for each fold were different, but the ensemble model that was trained on the base learners’ predicted values exceeded the predictive power of the individual models. The Wilcoxon rank-sum test indicated that the superiority of the accuracy of the ensemble model was statistically significant at the 95% significance level.

PMID:34516562 | DOI:10.1371/journal.pone.0257086

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Nevin Manimala Statistics

A statistical model for describing and simulating microbial community profiles

PLoS Comput Biol. 2021 Sep 13;17(9):e1008913. doi: 10.1371/journal.pcbi.1008913. Online ahead of print.

ABSTRACT

Many methods have been developed for statistical analysis of microbial community profiles, but due to the complex nature of typical microbiome measurements (e.g. sparsity, zero-inflation, non-independence, and compositionality) and of the associated underlying biology, it is difficult to compare or evaluate such methods within a single systematic framework. To address this challenge, we developed SparseDOSSA (Sparse Data Observations for the Simulation of Synthetic Abundances): a statistical model of microbial ecological population structure, which can be used to parameterize real-world microbial community profiles and to simulate new, realistic profiles of known structure for methods evaluation. Specifically, SparseDOSSA’s model captures marginal microbial feature abundances as a zero-inflated log-normal distribution, with additional model components for absolute cell counts and the sequence read generation process, microbe-microbe, and microbe-environment interactions. Together, these allow fully known covariance structure between synthetic features (i.e. “taxa”) or between features and “phenotypes” to be simulated for method benchmarking. Here, we demonstrate SparseDOSSA’s performance for 1) accurately modeling human-associated microbial population profiles; 2) generating synthetic communities with controlled population and ecological structures; 3) spiking-in true positive synthetic associations to benchmark analysis methods; and 4) recapitulating an end-to-end mouse microbiome feeding experiment. Together, these represent the most common analysis types in assessment of real microbial community environmental and epidemiological statistics, thus demonstrating SparseDOSSA’s utility as a general-purpose aid for modeling communities and evaluating quantitative methods. An open-source implementation is available at http://huttenhower.sph.harvard.edu/sparsedossa2.

PMID:34516542 | DOI:10.1371/journal.pcbi.1008913

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Nevin Manimala Statistics

COVID-19 health awareness among the United Arab Emirates population

PLoS One. 2021 Sep 13;16(9):e0255408. doi: 10.1371/journal.pone.0255408. eCollection 2021.

ABSTRACT

In response to the global COVID-19 epidemic, the United Arab Emirates (UAE) government is taking precautionary action to mitigate the spread of the virus. The aim of this study was to evaluate the knowledge and practices toward COVID-19 among the general public in the UAE during the current outbreak. A cross-sectional online survey of 1356 respondents in the UAE was conducted during the epidemic outbreak between 9th to 24th June-2020. The questionnaire consisted of three sections: Socio-demographic, knowledge, practices. Independent-samples t-test, one-way analysis of variance (ANOVA), chi-square and binary logistic regression was used. A p-value of (p < 0.05) was considered statistically significant. The total correct score of knowledge and practice questions was high 85% and 90%, respectively. Male’s sex, other marital status, and illiterate/primary educational levels had a lower level of knowledge and practices than others. Participants aged 18-29 had little higher knowledge than other ages but had a lower level in practices, people who live in Abu Dhabi had better knowledge and practices than other emirates, employed people had a lower level of knowledge but higher in practices. Binary logistic regression analysis presented that females, 18-29 years, and married participants significantly associated with a higher score of knowledge, while female, over 30 years old, the martial status of singles, college-level and higher, unemployed, were significantly associated with high mean practices score. This study provided a full screening of the knowledge and practices among a sample of residents in The UAE toward COVID-19, continuing to implement the health education programs pursued by the UAE is highly important to maintain the appropriate level of awareness among the public.

PMID:34516548 | DOI:10.1371/journal.pone.0255408

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Nevin Manimala Statistics

Improved Recovery Protocols in Cardiac Surgery: A Systematic Review and Meta-Analysis of Observational and Quasi-Experimental Studies

MEDICC Rev. 2021 Jul-Oct;23(3-4):46-53. doi: 10.37757/MR2021.V23.N3.9. Epub 2021 Aug 22.

ABSTRACT

INTRODUCTION: Improved recovery protocols were implemented in surgical specialties over the last decade, which decreased anesthetic and surgical stress and the incidence of perioperative complications. However, these recovery protocols were introduced more slowly for cardiac surgeries. The most frequent complications in cardiac surgery are related to patient clinical status and the characteristics of the surgical procedures involved, which are becoming more varied and complex every day. The first version of the enhanced recovery program for cardiac surgery was published in 2019, but its recommendations were based on only a few studies, and scant research has evaluated its implementation. Randomized and controlled clinical trials for these protocols are scarce, so research that summarizes the results of studies with other methodological designs are useful in demonstrating their benefits in cardiovascular surgery services in Cuba and in other limited-resource settings.

OBJECTIVE: Estimate the effectiveness of improved recovery protocols in the perioperative evolution of patients undergoing cardiac surgery.

METHODS: We performed a systematic review and meta-analysis according to the guidelines of manual 5.1.0 for reviews of the Cochrane library. We included observational and quasi-experimental studies published from January 2015 through May 2020 that compared enhanced recovery protocols with conventional treatments in patients older than 18 years, and used a quality score to evaluate them. We used the following sources: the Cochrane Library, PubMed, LILACS, SciELO, EBSCO, Google Scholar, Web of Science, Clinical Key, ResearchGate and HINARI. The following keywords were used for the database searches in English: ERAS, protocols and cardiac surgery, enhanced recovery after cardiac surgery, ERACS, clinical pathway recovery and cardiac surgery, perioperative care and cardiac surgery. We used the following search terms for databases in Spanish: protocolos de recuperación precoz and cirugía cardiaca, protocolos de recuperación mejorada and cirugía cardiaca, cuidados perioperatorios and cirugía cardiaca, programas de recuperación precoz and cirugía cardiovascular. Methodological quality of included investigations was evaluated using the surgical research methodology scale. Meta-analyses were performed for perioperative complications, intensive care unit and hospital stays, and hospital readmission within 30 days of surgery. We calculated effect sizes of the interventions and the corresponding 95% confidence intervals. We used mean differences and confidence intervals for continuous variables, and for qualitative variables we calculated relative risk (RR). Random effects analysis was used. Heterogeneity of the studies was assessed using the Q statistic and the I2 statistic.

RESULTS: We selected 15 studies (a total of 5059 patients: study group, n = 1706; control group, n = 3353). The average quality score for the 15 articles included was 18.9 (out of a maximum of 36 according to the scale) and 66.6% had a score =18. With improved recovery protocols in cardiac surgery, the incidence of perioperative complications decreased (RR = 0.73; 95% CI 0.52-0.98) as did hospital readmission within 30 days after surgery (RR = 0.51; 95% CI 95% CI: 0.31-0.86). Differences in extubation time, hospital stay and length of stay in intensive care units were less marked, but always favored the group in which the enhanced protocols were implemented.

CONCLUSIONS: Improved recovery protocols in cardiac surgery increase quality of care evidenced by reductions in perioperative complications and decreased incidence of hospital readmission in the month following surgery.

PMID:34516536 | DOI:10.37757/MR2021.V23.N3.9

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Subtype-Dependent Co-receptor Tropism in Cuban HIV-1-Infected Patients: Implications for Maraviroc Treatment

MEDICC Rev. 2021 Jul-Oct;23(3-4):29-36. doi: 10.37757/MR2021.V23.N3.6. Epub 2021 Aug 22.

ABSTRACT

INTRODUCTION: Unlike most high-income countries where subtype B viruses predominate, the Cuban HIV-1 epidemic is characterized by a great diversity of subtypes and circulating recombinant forms. Some studies have shown that HIV variants exhibiting a preference for the CXCR4 co-receptor (X4-tropic) could have impacts on disease pathogenesis, with clinical implications for antiviral treatment plans. Determination of HIV co-receptor tropism is crucial for clinicians in deciding whether maraviroc is an appropriate antiviral.

OBJECTIVE: Characterize V3 sequence variability and its relation to viral tropism across different subtypes circulating in Cuba and explore how this may affect treatment success with maraviroc.

METHODS: We designed a cross-sectional study that included 72 plasma samples obtained at the Pedro Kourí Tropical Medicine Institute in Havana, Cuba. We sequenced the C2V3 env region and assessed subtype based both on env and pol sequences; tropism was predicted by Geno2pheno analysis. Additionally, 35 V3-loop Cuban sequences, obtained from a previous study, were incorporated into the analysis. Statistical associations among virological, clinical and epidemiological variables were assessed by a chi-square test.

RESULTS: Tropism prediction for 72 variants revealed that CRF19_cpx was associated with dual-tropic R5X4 viruses (p = 0.034). Moreover, when 35 sequences from a former study were added, the association was significant not only for R5X4 (p = 0.019) but also for X4-tropic variants (p = 0.044). Alignment of 107 V3-loop sequences showed wide diversity among the different HIV-1 subtypes circulating in Cuba.

CONCLUSIONS: In accordance with G2P, CRF19_cpx is a genetic variant with a high proportion of X4 and R5X4-tropic viruses. The results from the present study suggest that the Cuban recombinant could be a more pathogenic variant and that maraviroc may not be suitable for patients infected with CRF19_cpx.

PMID:34516534 | DOI:10.37757/MR2021.V23.N3.6

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Long-term effects of endoscopic papillary large balloon dilation in patients with challenging bile duct calculi: A retrospective observational study

Medicine (Baltimore). 2021 Sep 10;100(36):e27227. doi: 10.1097/MD.0000000000027227.

ABSTRACT

Endoscopic papillary large balloon dilation (EPLBD) can be used to treat challenging common bile duct stones. No previous studies have reported intractable cases treated either by EPLBD or mechanical lithotripter use. We aimed to evaluate and compare the long-term effects of EPLBD with mechanical lithotripter use.This retrospective cohort study reviewed data from 153 patients admitted to the Eastern Chiba Medical Center from April 2014 to March 2020, presenting with common bile duct calculi that could not be removed using a basket or balloon catheter. Patients were divided into groups depending on whether the treatment was performed using a mechanical lithotripter or EPLBD. The primary outcome was the recurrence rate of common bile duct calculi, and the secondary outcome was the rate of postoperative adverse events. The Wilcoxon test was used to compare the 2 groups. Statistical significance was set at P < .05.The median age of patients included in the lithotripter and EPLBD groups were 73 years and 83 years, respectively (P = .006), while the sex ratio (male:female) in the groups was 18:13 and 55:67, respectively. The EPLBD group showed a statistically larger median bile duct diameter (13 mm [range: 8-24 mm] vs 11 mm [range: 5-16 mm]; P < .001), larger maximal calculus diameter (median, 13.5 mm [range: 8-25 mm] vs 11 mm [range: 7-16 mm]; P < .001), and shorter median cumulative treatment time after reaching the duodenal papilla (35.5 minutes [range: 10-176 minutes] vs 47 minutes [range: 22-321 minutes]; P = .026) in comparison to the lithotripter group. There was no significant difference in the rate of adverse events between the EPLBD and the mechanical lithotripter groups. The recurrence rate was significantly lower (P = .014) in the EPLBD group.EPLBD increases therapeutic efficacy and reduces treatment duration for patients in whom calculus removal is difficult, without increasing the frequency of adverse events. No serious adverse events were observed. Additionally, EPLBD appears to reduce the risk of long-term recurrence. Future studies are needed to evaluate long-term outcomes in younger patients.

PMID:34516527 | DOI:10.1097/MD.0000000000027227