Transnational articulation programmes are one way China is attempting to advance its higher education system. We report a study of twelve Chinese students’ experiences in two China-Australia 2...

Sentence boundary detection (SBD) represents an important first step in natural language processing since accurately identifying sentence boundaries significantly impacts downstream applications. Nevertheless, detecting sentence boundaries within legal texts poses a unique and challenging problem due to their distinct structural and linguistic features. Our approach utilizes deep learning models to leverage delimiter and surrounding context information as input, enabling precise detection of sentence boundaries in English legal texts. We evaluate various deep learning models, including domain-specific transformer models like LegalBERT and (...) CaseLawBERT. To assess the efficacy of our deep learning models, we compare them with a state-of-the-art domain-specific statistical conditional random field (CRF) model. After considering model size, F1-score, and inference time, we identify the Convolutional Neural Network Model (CNN) as the top-performing deep learning model. To further enhance performance, we integrate the features of the CNN model into the subsequent CRF model, creating a hybrid architecture that combines the strengths of both models. Our experiments demonstrate that the hybrid model outperforms the baseline model, achieving a 4% improvement in the F1-score. Additional experiments showcase the superiority of the hybrid model over SBD open-source libraries when confronted with an out-of-domain test set. These findings underscore the importance of efficient SBD in legal texts and emphasize the advantages of employing deep learning models and hybrid architectures to achieve optimal performance. (shrink)

The NIH-Moderna mRNA COVID-19 vaccine’s steep price increase raises concerns that this will be the new anchor for continued price hikes and underscores the need for upstream government intervention to enable greater accountability and stewardship of public biomedical research investment.

The present study assessed the language teachers' pedagogical beliefs and orientations in integrating technology in the online classroom and its effect on students' motivation and engagement. It utilized a cross-sectional correlational research survey. The study respondents were the randomly sampled 205 language teachers (μ= 437, n= 205) and 317 language students (μ= 1800, n= 317) of select higher educational institutions in the Philippines. The study results revealed that respondents hold positive pedagogical beliefs and orientations using technology-based teaching in their language (...) classroom. Test of difference showed that female teachers manifested a firmer belief in student-centered online language teaching than their male counterparts. However, the utilization and attitude towards technology in the language classroom is favorably associated with the male teachers. As to students' level of language learning motivation and engagement, it was found out that male and female students have high level of language learning engagement. Further, the test of relationship showed that the higher the teachers' belief in utilizing student-centered teaching to integrate technology in the language classroom, the higher the students are motivated and engaged in learning. In like manner, it was also revealed that teacher-centered belief is negatively correlated to student’s motivation and engagement in online language learning. In this regard, the pedagogical assumptions that hold EFL teachers positively to integrate technology in the language classroom. This study generally offers implications for enhancing language teacher's digital literacy to promote motivating, fruitful, and engaging language lessons for 21ts century learning. (shrink)

Globally, the COVID-19 pandemic is triggering a public health emergency and crisis on a large scale, with far-reaching effects and severe damage to all aspects of politics, economy, cultural and social life, and health. Consecutive outbreaks over the past nearly 2 years of “living with COVID-19” have forced most schools to physically close, resulting in the largest educational disruption in human history. In turbulent times of the COVID-19 crisis, school leaders are facing numerous major challenges germane to school governance and (...) leadership. The key objective of the study is to fully explore the prospective challenges principals are encountering in public schools in times of COVID-19. To fulfill the research purpose, a systematic literature review was carried out to investigate the leadership challenges. As a result, a total of 24 challenges were explored through SLR approach. Frequency analysis approach was initially applied to figure out the most significant challenges. Accordingly, seven challenges were found statistically significant as showing frequency ≥ 50 each. Irrevocably, the study works as a contribution to K-12 school leadership by providing guidance for current and future leaders in crisis based on practical investigation, experiences, and recommendations. Policy makers can leverage these findings to make necessary adjustments to school policy to better prepare school leaders for crisis. Additionally, the findings of the current study are believed to have profound implications for future research. These findings expand our current understanding on school leadership in time of crisis that needs further investigation. Subsequent studies can quantitatively and/or qualitatively validate these leadership challenges findings regarding a particular school context. (shrink)

There has long been a politics around the way in which women are represented, with objection not so much to specific images as to a regime of looking which places the represented woman in a particular relationship to the spectator's gaze. Artists have sometimes avoided the representation of women altogether, but they are now producing images which challenge the regime. How do these images succeed in their challenge? The Emptiness of the Image offers a psychoanalytic answer. Parveen Adams argues (...) that, despite flaws in some of the details of its arguments, psychoanalytic theory retains an overwhelming explanatory strength in relation to questions of sexual difference and representation. She goes on to show how the issue of desire changes the way we can think of images and their effects. Throughout she discusses the work of theorists, artists and filmmakers such as Helene Deutsch, Catherine MacKinnon, Mary Kelly, Francis Bacon, Michael Powell and Della Grace. The Emptiness of the Image shows how the very space of representation can change to provide a new way of thinking the relation between the text and the spectator. It shows how psychoanalytic theory is supple enough to slide into and transform the most unexpected situations. (shrink)

Economic burden of private supplementary tutoring is increasing around the world. Demand for private supplementary tutoring, contributing factors, and their effects are investigated in the study. For this purpose, data were collected through questionnaire, and multistage non-probability technique was used. Hurder model was used to find the factors affecting demand for private supplementary tutoring at the higher secondary level. Linear regression model was used to find the economic burden of family and factors affecting the demand for private tutoring. The findings (...) showed that several factors have a significant effect on the demand for private supplementary tutoring, and some of them significantly impact on the economic burden. The study recommends regulating the market of shadow education because of differentiated tuition fee in different tuition centers to cut down the burden of private tutoring for households. (shrink)

In this paper, we present a probabilistic-based method to predict malaria disease at an early stage. Malaria is a very dangerous disease that creates a lot of health problems. Therefore, there is a need for a system that helps us to recognize this disease at early stages through the visual symptoms and from the environmental data. In this paper, we proposed a Bayesian network model to predict the occurrences of malaria disease. The proposed BN model is built on different attributes (...) of the patient’s symptoms and environmental data which are divided into training and testing parts. Our proposed BN model when evaluated on the collected dataset found promising results with an accuracy of 81%. One the other hand, F1 score is also a good evaluation of these probabilistic models because there is a huge variation in class data. The complexity of these models is very high due to the increase of parent nodes in the given influence diagram, and the conditional probability table also becomes more complex. (shrink)

The present study explores the social and economic dimensions affecting the poverty culture existing in the slum areas of Karachi, Pakistan. The significance of the study highlights the major causes of hindrance in community development poverty and lack of social indicators-which are becoming a culture of the people as their value system along with feelings of powerlessness, meaninglessness, isolation, social exclusion, and self-estrangement in their group relations. This is a qualitative as well as an exploratory research that highlights the emergence (...) of poverty culture in Pakistan for which the researchers have developed an idiographic model to identify the major variables of poverty culture. The researchers in the present study provide the positive and constructive counter-narratives and recommendations against myths about the culture of the poor people. In the present study, researchers have used facts and figures from the United Nations and World Bank Report of Poverty Reduction. (shrink)

Over 200 health journals call on the United Nations, political leaders, and health professionals to recognize that climate change and biodiversity loss are one indivisible crisis and must be tackle...

Background: Post-mortem needle biopsies have been used in resource-poor settings to determine cause of death and there is interest in using them in Bangladesh. However, we did not know how families and communities would perceive this procedure or how they would decide whether or not to consent to a post-mortem needle biopsy. The goal of this study was to better understand family and community concerns and decision-making about post-mortem needle biopsies in this low-income, predominantly Muslim country in order to design (...) an informed consent process. Methods: We conducted 16 group discussions with family members of persons who died during an outbreak of Nipah virus illness during 2004-2008 and 11 key informant interviews with their community and religious leaders. Qualitative researchers first described the post-mortem needle biopsy procedure and asked participants whether they would have agreed to this procedure during the outbreak. Researchers probed participants about the circumstances under which the procedure would be acceptable, if any, their concerns about the procedure, and how they would decide whether or not to consent to the procedure. Results: Overall, most participants agreed that post-mortem needle biopsies would be acceptable in some situations, particularly if they benefitted society. This procedure was deemed more acceptable than full autopsy because it would not require major delays in burial or remove organs, and did not require cutting or stitching of the body. It could be performed before the ritual bathing of the body in either the community or hospital setting. However, before consent would be granted for such a procedure, the research team must gain the trust of the family and community which could be difficult. Although consent may only be provided by the guardians of the body, decisions about consent for the procedure would involve extended family and community and religious leaders. Conclusions: The possible acceptability of this procedure during outbreaks represents an important opportunity to better characterize cause of death in Bangladesh which could lead to improved public health interventions to prevent these deaths. Obstacles for research teams will include engaging all major stakeholders in decision-making and quickly building a trusting relationship with the family and community, which will be difficult given the short window of time prior to the ritual bathing of the body. (shrink)

Volume 19, Issue 12, December 2019, Page 57-60.

History in this age needs to record and analyze the events in the light of modern concept of contemporary world. When the historians narrate the brutal condition of Indo-Pak history, they never forget the work and services of Shaykh Ahmad Sirhindi to transform the society according to the current values. For his services, he is hailed as Mujaddid Alf-I-Thani. The Muslim society had degenerated when Mujaddid Alf-I-Thani appeared on the horizon. A number of Hindu customs and practices had become the (...) part of their creed. The commandments of Shariat and Sunnah were being floated. Moreover, the Mughal emperor Akbar had adopted controversial policies detrimental to the very existence of Muslim society. Mujaddid Alf -Thani made strenuous and constant efforts to turn the tide. When Mujadded-Alf-Thani started his social reform movement, he found that the Muslim society was embracing un-Islamic practices such as widespread belief in Karamat had developed under the influence of Hindu thinking. Moreover, the Islamic teachings had been vitiated by adopting customs and practices of other religions such as inter marriages between Hindus and Muslims and ban on cow slaughter etc. Shaykh Ahmad Sirhindi never entered into any political conflict directly. He endeavored to restore pure doctrine to Islamic thought and to compel the Muslims to follow Shariat and Sunnah in letter and spirit. He was a social reformer, great Alim, Sufi and Mujaddid. He initiated a process of social change, inspired by Islamic Ideal, in an age, which was becoming secular. This research paper is an attempt to mention the role of Shaykh Ahmad Sirhindi for saving the society from un-Islamic values and customs in the sub-continent and its impact on society. By utilizing the historical method, this paper aims at analyzing the effect of social reforms of Shaykh Ahmed Sirhindi on Muslim society. (shrink)

The COVID-19 pandemic has raised a host of ethical challenges, but key among these has been the possibility that health care systems might need to ration scarce critical care resources. Rationing p...

Student retention is an important concern for higher education institutions. The present study tested self-efficacy variable to examine the impact of personal ability of freshmen in their decision to stay in the institution of higher education. The data was collected from both public and private sector universities in Karachi. A survey method was used to collect the data from 645 students from public and private sector universities. The data was analyses on IBM SPSS Statistics 20. The result showed that self-efficacy (...) have a strong influence on intention of freshmen to stay in the same university. The impact of self-efficacy was the same for both public and private sector universities. It was recommended to include self-efficacy as a factor in retention studies. (shrink)

Over 200 health journals call on the United Nations, political leaders, and health professionals to recognise that climate change and biodiversity loss are one.

In January 2023, the Science and Security Board of the Bulletin of the Atomic Scientists moved the hands of the Doomsday Clock forward to 90 s before midnight.

Over 200 health journals call on the United Nations, political leaders, and health professionals to recognise that climate change and biodiversity loss are one indivisible crisis and must be tackle...

Volume 20, Issue 7, July 2020, Page 77-80.

Globally, one of every eight nurses is a migrant, but few studies have focused on the healthcare experiences of migrant nurses (MNs) as consumers or recipients of healthcare. We address this gap by examining MNs and their acculturation, barriers to healthcare access, and perceptions of healthcare encounters as consumers. For this mixed‐methods study, a convenience sample of MNs working in Europe and Israel was recruited. The quantitative component's methods included testing the reliability of scales contained within the questionnaire and using (...) Hayes Process Model #4 to test for mediation. The qualitative component's methods included analyzing interviews with iterative inductive thematic analysis. Quantitative findings on MNs (n = 73) indicated that the association between acculturation and perception of the healthcare encounter, which MNs experienced as healthcare consumers, was mediated by barriers to healthcare access, even after adjusting for age and gender (p = 0.03). Qualitative interviews with MNs (n = 13) provided possible explanations for the quantitative findings. Even after working in the host country's healthcare system for several years, MNs reported difficulties with their healthcare encounters as healthcare consumers, not only due to their limited knowledge about the culture and healthcare resources but also due to the biased responses they received. (shrink)

This study investigates the role of perceived power relation between target and perpetrator regarding victimization and turnover intent following exposure to bullying behavior at the workplace. We hypothesized that targets of bullying behavior who self-label as victims experiences a larger power imbalance with the perpetrator compared to targets who do not self-label as victims, and that the association between exposure to bullying behavior and intent to leave the job is stronger when there is power balance between target and perpetrator than (...) when there is a power imbalance. The hypotheses were tested in a probability sample of employees working in the child welfare service in Oslo municipality, Norway, and that had been exposed to at least one instance of mistreatment from a colleague at their workplace. Targets of bullying behavior whom self-labeled as victims reported a larger power imbalance with the perpetrator. Supporting the study hypothesis, and representing a reverse buffering effect, exposure to bullying behavior was most strongly associated with intent to leave among targets in power balance with the perpetrator. For targets in a perceived power imbalance, both low and high exposure to bullying behavior were associated with higher levels of intent to leave. These findings highlight the importance of implementing measures directed at preventing bullying and other forms of mistreatment, irrespective of the power relation between the two parties. (shrink)

The case of clinical trials for convalescent plasma during COVID-19 illustrates important lessons for realizing public sector approaches to biomedical research and development. These lessons, centering on mission, transparency, and spillover effects, can be translated to wider efforts to develop a “public option” for clinical trials.

Both books published in 1996 explore the role that gender plays in the psychology of art (dealing with both making and viewing), complicating current philosophical distinctions between the aesthetic and the cognitive, and providing new insights into basic topics in the history and psychology of perception, representation, and disinterestedness.

The Doris Duke Charitable Foundation's competitive career development award selects awardees annually. This paper describes changes DDCF made to its grants making process to improve gender representation in its applicant and awardee pools.

Revered as the ‘Queen of Qawwali’ and ‘Queen of Sufi music’, sixty-seven-year-old Abida Parveen is a spiritual phenomenon who transcends gender while performing. She is known for her signature fashion style of buttoned-up masculine-cut kurta with matching shalwar and an ajrak shawl. Her aesthetic circulates within transnational and national fashion media and popular cultural spaces through descriptors such as androgynous, masculine, modest, indigenous and sacred. As a highly respected figure with widely circulating performances on both the national and international (...) stages, as well through multiple media circuits, including television, social/digital media and broadcast concerts, Parveen's undeniable fame and her transgressive entry into an otherwise male-dominated music genre raises important questions about gender, embodiment, spirituality and the sacred. In analysing Parveen's body and dress in performance, I centre her sartorial style as sites of spirituality and affect to ask: what does it mean for Parveen to transcend gender through a performance of androgynous Sufism and mobilise it as an entry way into spiritual iconism? What imaginations around spirituality and the sacred become available through Parveen's sartorial practices? How does Parveen's style offer an alternative route to Muslim spirituality? Taking up Parveen's embodied coagulation between fashion and the sacred reveals an absence in feminist fashion studies on which subjects and styles are viewed as important, relevant, resistant or transgressive and thus worthy of theorisation. As a feminist scholar interested in the relationship between gender, power and self/representation, I see Parveen as a key global cultural and spiritual figure who necessitates transnational feminist analysis. This article is situated at the intersections of fashion and cultural studies, feminist, queer and trans spiritualities and South Asia studies. (shrink)