Miracle-dz/UniFAR-FTUs huggingface dataset:
Assessing Licensure Test Performance and Predictive Validity for Different Teacher Subgroups

We investigate the predictive validity of teacher licensure tests using data from the Massachusetts Tests for Educator Licensure (MTEL). MTEL scores predict teachers’ in-service performance ratings and contributions to student test scores (i.e., value added). We then explore whether these relationships vary for teacher candidates of color. Although candidates of color have lower first-time pass rates and are less likely to retake licensure tests, we do not find consistent evidence that MTEL scores are less predictive of student achievement gains. Finally, we find that some evidence that MTEL scores are more predictive of teacher performance ratings for teachers of color than for White teachers.
Motivation to teach as a predictor of resilience and appreciation: An examination in terms of the self-determination theory

The aim with this research was to investigate the correlation between the intrinsic and extrinsic motivation of teacher candidates regarding their desire to teach, and the variables of resilience and appreciation. In order to establish this correlation, we used the resilience scale, originally developed by Wagnild and Young in 1993 and adapted to the Turkish context by Terzi in 2006. Additionally, the motivation-to-teach scale, developed by Kauffman, Yilmaz Soylu and Duke in 2011 and adapted to the Turkish context by Güzel Candan and Evin Gencel in 2015, as well as the gratitude, resentment and appreciation test-revised short (GRAT-RS), developed by Thomas and Watkins in 2003 and adapted to the Turkish context by Oğuz Duran in 2017, were employed. The participants in this study comprised 328 fourth-year teacher candidates enrolled in undergraduate programmes in the Faculty of Education at the Ege University during the 2019–2020 academic year. According to the findings, the motivation to teach demonstrates predictive qualities for both resilience and appreciation. The teacher candidates with high motivation to teach, that is, the teacher candidates who studied at a faculty of education by choice, showed more positive emotions towards their profession (Ayık & Ataş, 2014). This research shows that the level of autonomy is effective over positive emotions. If we aim to have better education and teachers who inspire students with positive energy, it may be easier to achieve this with teachers who have a higher level of autonomy.
Model of interaction between the government and business towards legalization of unorganized imports

Ukraine’s economy quickly integrated into the system of shadow financial flows and used standard tools to manipulate export and import prices and financial instruments. In terms of cumulative outflows of shadow capital, Ukraine is among the top twenty countries. The research relevance is predefined by the main directions of legalization of economic processes, including in the segment of shadow imports, which involve the formation of optimal institutional strategies for the behaviour of social agents (government and business). The research aims to select the Government’s strategy for legalizing unorganized imports, which will allow the establishment of effective interaction between social agents on mutually beneficial terms. Research methods include mathematical analysis and game theory, used to build mathematical models, which reveal the intrinsic rationality of individual interactions, aggregating a set of social situations into several options and reducing the uncertainty of a set of behavioural options to a clear and stable pattern of regular interaction. The results showed that the level of employees’ salaries is not crucial for overcoming shadow imports, but the level of integrity of customs officers is a more important indicator. The article shows that the mechanism of legalization of shadow operations (in particular, unorganized imports) should be based not only on economic but also on social parameters: the level of moral and professional principles of customs officers. The practical value of the research results is to improve the mechanisms of legalization of unorganized imports in Ukraine.
Natalizumab-immunogenicity evaluation in patients with infusion related events or disease exacerbations

Introduction Natalizumab is a biologic drug for relapsing-remitting multiple sclerosis that may induce the generation of anti-drug antibodies in some patients. Anti-natalizumab antibodies (ANA) increase the risk of adverse events and reduce efficacy, being useful biomarkers for monitoring treatment response. Methods Retrospective observational study including MS patients treated with natalizumab that experienced infusion-related events (IRE) or disease exacerbations (DE). ANA were tested by Elisa including a screening and a confirmation assay. Patients were further classified as transient (one positive result) or persistent (two or more positive results) ANA. Results A total of 1251 MS patients were included and 153 (12.3%) had ANA with at least one single point determination, which were more frequent among patients with IRE compared to those with DE (21,6% vs.10.8%) during the first six infusions. Two or more determinations ANA were performed in 184 patients, being 31.5% permanently positive and 7.1% transiently positive. Interestingly, 26.1% of patients that experienced DE had persistent ANA, while 2.6% were transient. In contrast, 43% of patients with IRE had persistent ANA, and 9.3% had transient antibodies. Patients with persistent antibodies had more frequently high levels at the first sampling compared to patients with transient ANA. Conclusion Real-world evidence shows that the presence of ANA is behind an important percentage of patients treated with natalizumab that experience IRE, as well as DE but in a lower degree. These findings support the need to systematically evaluate ANA towards a personalized management of these patients to avoid undesired complications.
Is arsenic a major determinant of health aid disbursement? An evaluation with a Tobit model and challenges in Cambodia

ABSTRACT Although arsenic contamination was originally considered an environmental problem, its impact on human beings is now widely deemed a serious health issue. This study examines whether international communities perceive arsenic as a health issue and discusses current challenges regarding arsenic contamination in Cambodia. Using comprehensive panel data covering 122 health aid recipient countries across three-plus decades (1990–2020), the first part of our study finds that the recipients’ health needs caused by major incidences (HIV, tuberculosis, and malaria) are all important factors determining health aid. However, health aid is conditionally effective on countries with high arsenic contamination when they have a better governance level. In this context, we conduct a case study focusing on Cambodia, where arsenic contamination is quite serious but given less attention than in other countries. In Cambodia, both inter-governmental coordination and coordination among international organizations are weak, and no long-term blueprint for arsenic mitigation has yet been developed. To fundamentally and sustainably address this problem, we suggest that Cambodia establish a control tower incorporating government, research institutes, and international agencies.
Low host immune pressure may be associated with the development of hepatocellular carcinoma: a longitudinal analysis of complete genomes of the HBV 1762T, 1764A mutant

Background It has been reported that hepatitis B virus (HBV) double mutations (A1762T, G1764A) are an aetiological factor of hepatocellular carcinoma (HCC). However, it is unclear who is prone to develop HCC, among those infected with the mutant. Exploring HBV quasispecies, which are strongly influenced by host immune pressure, may provide more information about the association of viral factors and HCC. Materials and methods Nine HCC cases and 10 controls were selected from the Long An cohort. Serum samples were collected in 2004 and 2019 from subjects with HBV double mutations and the complete genome of HBV was amplified and sequenced using next-generation sequencing (NGS). Results The Shannon entropy values increased from 2004 to 2019 in most cases and controls. There was no significant difference in mean intrahost quasispecies genetic distances between cases and controls. The change in the values of mean intrahost quasispecies genetic distances of the controls between 2004 and 2019 was significantly higher than that of the cases (P<0.05). The viral loads did not differ significantly between cases and controls in 2004(p=0.086) but differed at diagnosed in 2019 (p=0.009). Three mutations occurring with increasing frequency from 2004 to 2019 were identified in the HCC cases, including nt446 C→G, nt514 A→C and nt2857T→C. Their frequency differed significantly between the cases and controls (P<0.05). Conclusions The change in the values of mean intrahost quasispecies genetic distances in HCC was smaller, suggesting that HBV in HCC cases may be subject to low host immune pressure. Increasing viral loads during long-term infection are associated with the development of HCC. The novel mutations may increase the risk for HCC.
Literature review and guide for optimal position in implant-based breast reconstruction

Background and Objective Identification of ideal candidates for prepectoral versus retropectoral implant-based breast reconstruction relies on careful preoperative risk assessment and intraoperative flap evaluation. Few guidelines exist to guide the surgeon’s decision-making process when evaluating the preferred plane for implant placement. Methods A literature review was performed to develop clinical decision-making algorithms for direct-to-implant (DTI) reconstruction with acellular dermal matrix (ADM) for patients undergoing prophylactic or therapeutic nipple-sparing mastectomy (NSM) based on patient characteristics, surgical techniques, and outcomes. Key Content and Findings Prepectoral reconstruction is most suitable for patients with small breasts or macromastia with desire for breast reduction, low-grade ptosis, smaller implant sizes, those undergoing PMRT, and for those who aim to mitigate animation deformity and capsular contracture. Retropectoral reconstruction may be recommended for patients with larger breasts with no desire for size change requiring additional prosthesis support, and in patients who aim to reduce likelihood of rippling and need for subsequent fat grafting procedures to address contour abnormalities. Conclusions Careful preoperative and intraoperative assessment of reconstruction options for patients undergoing implant-based breast reconstruction is necessary to mitigate complications and produce superior aesthetic outcomes. Decision algorithms may be used to determine ideal surgical techniques based on patient factors, like radiation history and planning, breast size and ptosis, and patient preferences.
BA.1/BA.5 Immunogenicity, Reactogenicity, and Disease Activity after COVID-19 Vaccination in Patients with ANCA-Associated Vasculitis: A Prospective Observational Cohort Study

Emerging omicron subtypes with immune escape lead to inadequate vaccine response with breakthrough infections in immunocompromised individuals such as Anti-neutrophil Cytoplasmic Antibody (ANCA)-associated vasculitis (AAV) patients. As AAV is considered an orphan disease, there are still limited data on SARS-CoV-2 vaccination and prospective studies that have focused exclusively on AAV patients are lacking. In addition, there are safety concerns regarding the use of highly immunogenic mRNA vaccines in autoimmune diseases, and further studies investigating reactogenicity are urgently needed. In this prospective observational cohort study, we performed a detailed characterization of neutralizing antibody responses against omicron subtypes and provided a longitudinal assessment of vaccine reactogenicity and AAV disease activity. Different vaccine doses were generally well tolerated and no AAV relapses occurred during follow-up. AAV patients had significantly lower anti-S1 IgG and surrogate-neutralizing antibodies after first, second, and third vaccine doses as compared to healthy controls, respectively. Live-virus neutralization assays against omicron subtypes BA.1 and BA.5 revealed that previous SARS-CoV-2 vaccines result in an inadequate neutralizing immune response in immunocompromised AAV patients. These data demonstrate that new vaccination strategies including adapted mRNA vaccines against epitopes of emerging variants are needed to help protect highly vulnerable individuals such as AAV patients.
Farmers' perceptions and practices in rat management in Vinh Phuc province, northern Vietnam.

A survey of farmers was conducted in Vinh Phuc province, Vietnam, to examine the knowledge, attitudes and practices for rodent management near the beginning of a village-level study to examine the impacts of a range of rodent management practices. Thirty farmers were interviewed from four study sites. There are three main crop seasons during the year, two rice crops and a winter crop. Over 20 different vegetable crops were grown throughout the year. Most farmers believed that rats caused the most damage to their crops and that rats were the most important pest species to control. Most farmers identified kohlrabi then rice as the crops that suffered most damage. Most farmers identified crop damage through damage to plants and fruits rather than tracks, droppings or burrows. Trapping was the most common method used to control rats in the fields, followed by use of chemicals and plastic barrier fences. An average of 16 days labour was spent controlling rats in the previous season, and Vietnamese dong (VND)16,000–18,000 (~US$1.2) was spent per day of labour. On average, farmers spent VND130,000–170,000 (~UD$10) in the previous season on controlling rats. The farmers estimated a loss of about 40% of their rice yield if they were not to implement any rat control practice. Nearly all farmers stated that rat control must be carried out and that it is very important. Many farmers believed rats can severely reduce their rice yield and that rats can be controlled if all farmers work together and throughout all stages of the growing season. A follow-up survey will be conducted towards the end of the project to examine changes in farmers’ perceptions and practices.
Exploring the effect of automation failure on the human’s trustworthiness in human-agent teamwork

Introduction: Collaboration in teams composed of both humans and automation has an interdependent nature, which demands calibrated trust among all the team members. For building suitable autonomous teammates, we need to study how trust and trustworthiness function in such teams. In particular, automation occasionally fails to do its job, which leads to a decrease in a human’s trust. Research has found interesting effects of such a reduction of trust on the human’s trustworthiness, i.e., human characteristics that make them more or less reliable. This paper investigates how automation failure in a human-automation collaborative scenario affects the human’s trust in the automation, as well as a human’s trustworthiness towards the automation. Methods: We present a 2 × 2 mixed design experiment in which the participants perform a simulated task in a 2D grid-world, collaborating with an automation in a “moving-out” scenario. During the experiment, we measure the participants’ trustworthiness, trust, and liking regarding the automation, both subjectively and objectively. Results: Our results show that automation failure negatively affects the human’s trustworthiness, as well as their trust in and liking of the automation. Discussion: Learning the effects of automation failure in trust and trustworthiness can contribute to a better understanding of the nature and dynamics of trust in these teams and improving human-automation teamwork.
Changes in sleep quality of children with epilepsy and anxiety of their caregivers after COVID-19 infection: a case-series report

Objective To study the changes in epileptic seizures and sleep quality in children with epilepsy (CWE) and the changes in anxiety of their caregivers after infection with COVID-19. Methods Outpatients and inpatients of CWEs were selected as subjects and a questionnaire survey was used to carry out this case-series study. The demographic information of the CWEs and their caregivers, information about epilepsy, and information about the vaccination, infection, and treatment of COVID-19 were collected. The changes in sleep quality of CWEs and the changes in anxiety of their caregivers were assessed by the Child Sleep Habits Questionnaire (CSHQ) and Caregiver Anxiety Scale (CAS). Risk factors affecting sleep habits in CWEs and caregiver anxiety were further analyzed by one-way analysis of variance. Results A total of 312 children were included in the study. Among them, 134 patients (42.9%) were female. The average age of the children was 9.30 ± 3.88 years, and the duration of epilepsy was 4.59 ± 3.36 years. A total of 221 of the 312 children were infected with COVID-19, and all the infected children developed fever, which lasted for 1.71 ± 1.13 days. 10 children were satisfied with controlled seizures for more than 1 year and relapsed after COVID-19 infection (4.2%), 4 cases (3.6%) with increased seizures, and 8 children with reduced seizures (7.7%), 17 children (7.7%) had no change in seizures, and 182 children (82.3%) remained seizure-free after the COVID-19 infection. The average sleep time of the CWEs was 9.25 ± 1.04 h and the average total score of the CSHQ was 37.25 ± 5.19, among which 44 cases (14.1%) had more than 41 points. As the result of the CAS, 16 of them (5.13%) scored above 50 and the average total score was 31.49 ± 8.09. The control of seizures, age of onset, types of anti-seizure medicines (ASMs), and seizure duration were risk factors affecting sleep quality. Accordingly, the score of CAS was significantly lower when there was more than one caregiver who cared for the CWE. Conclusions COVID-19 infection did not cause an increase in seizures in CWEs, nor did it worsen their sleep quality of them or aggravate the anxiety of their caregivers.
Spatial relationship between sociodemographic and retail access data and e-commerce deliveries: the case of Belo Horizonte (Brazil)

Many negative externalities are associated with home deliveries, the main ecommerce delivery destination. Despite many solutions that address this problem, the lack of understanding of the spatial pattern of urban deliveries makes it challenging to implement these strategies. This paper analyzed the spatial relationship between sociodemographic, retail and e-commerce deliveries in Belo Horizonte (Brazil) by using official data at the neighborhood level (number of retail shops, gender, income, age, race, and household size), and e-commerce deliveries performed by a transportation company. Global Moran's I indicated the spatial dependence of the e-commerce deliveries. Results of a geographically weighted regression model showed a positive spatial effect of retail, women, Asian population, age from 20 to 29 years old, and income. In addition, a negative spatial effect was identified for the size of the household, 18 to 19 years old, and the black population. Furthermore, the estimated coefficients show small spatial variability, indicating homogeneity in the spatial relation. The uniformity of the parameters indicates that alternative strategies can be implemented throughout the territory to reduce e-commerce deliveries.
Physical controls on salmon spawning habitat quality and embryo fitness: an integrated analysis

The research focusses on the river Lugg – a cross-border catchment and major tributary of the river Wye, the most important Atlantic salmon river in England and Wales. The problem of declining Atlantic salmon populations in the catchment is addressed through investigating recruitment from egg fertilization to the emergent life stage and beyond using multiple field-based and laboratory techniques. The approach adopted is multidisciplinary and addresses the need for holistic approaches to habitat degradation which is increasingly recognised as systemic in nature; often with multiple stressors acting interactively. The initial premise of deleterious fine sediment infiltration into spawning gravels was addressed by a sediment fingerprinting study to ascertain the provenance of infiltrated redd sediment from a range of land-use types. In addition, nine artificial redd sites were constructed and assessed for fine sediment infiltration, intragravel dissolved oxygen levels, intragravel flow velocity and other hyporheic pore water characteristics, in relation to survival to emergence over two field seasons. A study examining the quality of emergent fry was also carried out using fitness tests and individual stress levels. Additionally, a study on long-residence groundwater infiltration into the incubation environment was carried out. The main fine sediment contributor was derived from agricultural sources, particularly during wetter periods. The average contribution of fine sediment from agricultural sources was 60%. Survival ranged from 12% to 70% during the 2008 flood season and from 76% - 93% during the 2009 dry season. Fine sediment mass as a stand-alone index was only weakly correlated with survival but is thought to influence other factors; medium strength correlations of survival with dissolved oxygen, intragravel flow velocity and oxygen supply in particular were observed. Evidence of groundwater-surface water interactions were detected at two of three sites investigated and is proposed as an additional controlling mechanism for embryonic survival in the catchment. Sublethal fitness tests demonstrated variations between cohorts in the 2009 period despite a relatively small range of oxygen concentrations. The results highlight both temporal and spatial variations in spawning habitat quality, which influence not only survival to hatch but also posthatch fitness.
FACTORS AFFECTING FINANCIAL PERFORMANCE IN THE INFRASTRUCTURE INDUSTRY IN INDONESIA

The company needs good governance in order for management to function properly and increase its performance. The separation of execution and oversight is an important characteristic of good governance. The aim of the research is to see if independent commissioners, CEO duality, committee size of committee audit, financial expertise on the audit committee board, and connection of political have an impact on business performance in infrastructure public companies in Indonesia during 2016 to 2020. Secondary data was used with 83 sample. The regression analysis used in this study was done using the SPSS version 25 application. The findings demonstrate that the audit committee size has a huge and beneficial impact on corporate performance. However, the independent board of commissioners, CEO duality, financial expertise on the audit committee, and political connections have no significance. The findings of the study indicate that the audit committees of Indonesian infrastructure corporations should be enhanced to compensate for the deficiencies of other governance elements.