Background. Imposter syndrome, associated with self-doubt and fear despite clear accomplishments and competencies, is frequently detected in medical students and has a negative impact on their well-being. This study aimed to predict the students’ IS using the machine learning ensemble approach. Methods. This study was a cross-sectional design among medical students in Bangladesh. Data were collected from February to July 2020 through snowball sampling technique across medical colleges in Bangladesh. In this study, we employed three different machine learning techniques such (...) as neural network, random forest, and ensemble learning to compare the accuracy of prediction of the IS. Results. In total, 500 students completed the questionnaire. We used the YIS scale to determine the presence of IS among medical students. The ensemble model has the highest accuracy of this predictive model, with 96.4%, while the individual accuracy of random forest and neural network is 93.5% and 96.3%, respectively. We used different performance matrices to compare the results of the models. Finally, we compared feature importance scores between neural network and random forest model. The top feature of the neural network model is Y7, and the top feature of the random forest model is Y2, which is second among the top features of the neural network model. Conclusions. Imposter syndrome is an emerging mental illness in Bangladesh and requires the immediate attention of researchers. For instance, in order to reduce the impact of IS, identifying key factors responsible for IS is an important step. Machine learning methods can be employed to identify the potential sources responsible for IS. Similarly, determining how each factor contributes to the IS condition among medical students could be a potential future direction. (shrink)

The food security of more than half of the world’s population depends on rice production which is one of the key objectives of precision agriculture. The traditional rice almanac used astronomical and climate factors to estimate yield response. However, this research integrated meteorological, agro-chemical, and soil physiographic factors for yield response prediction. Besides, the impact of those factors on the production of three major rice ecotypes has also been studied in this research. Moreover, this study found a different set of (...) those factors with respect to the yield response of different rice ecotypes. Machine learning algorithms named Extreme Gradient Boosting and Support Vector Regression have been used for predicting the yield response. The SVR shows better results than XGBoost for predicting the yield of the Aus rice ecotype, whereas XGBoost performs better for forecasting the yield of the Aman and Boro rice ecotypes. The result shows that the root mean squared error of three different ecotypes are in between 9.38% and 24.37% and that of R-squared values are between 89.74% and 99.13% on two different machine learning algorithms. Moreover, the explainability of the models is also shown in this study with the help of the explainable artificial intelligence model called Local Interpretable Model-Agnostic Explanations. (shrink)

Management and business literature affirm the role played by stakeholders in corporate social responsibility practices as crucial, but what constitutes a true business–society partnership remains relatively unexplored. This paper aims to improve scholarly and management understanding beyond the usual managers’ perceptions on salience attributes, to include how stakeholders can acquire missing attributes to inform a meaningful partnership. In doing this, a model is proposed which conceptualises CSR practices and outcomes within the frameworks of stakeholder salience via empowerment, sustainable corporate social (...) performances and partnership quality. A holistic discussion leads to generation of propositions on stakeholder salience management, corporate social performance, corporate–community partnership systems and CSR practices, which have both academic and management implications. (shrink)

The purpose of this paper is to investigate the nature of rhetoric and rhetorical strategies that are implicit in the standalone sustainability reporting of the top 24 companies of the Fortune 500 Global. We adopt Bormann’s :396–407, 1972) SCT framework to study the rhetorical situation and how corporate sustainability reporting messages can be communicated to the audience. The SCT concepts in the sustainability reporting’s communication are subject to different types of legitimacy strategies that are used by corporations as a validity (...) and legitimacy claim in the reports. A content analysis has been conducted and structural coding schemes have been developed based on the literature. The schemes are applied to the SCT model which recognizes the symbolic convergent processes of fantasy among communicators in a Society. The study reveals that most of the sample companies communicate fantasy type and rhetorical vision in their corporate sustainability reporting. However, the disclosure or messages are different across locations and other taxonomies of the SCT framework. This study contributes to the current CSR literature about how symbolic or fantasy understandings can be interpreted by the users. It also discusses the persuasion styles that are adopted by the companies for communication purposes. This study is the theoretical extension of the SCT. Researchers may be interested in further investigating other online communication paths, such as human rights reports and director’s reports. (shrink)

Credible and well-functioning governance is crucial for the value creation of firms. Recently, private sectors have undergone substantial changes by focusing on good governance as a tool to enhance value, reputation, and image. The primary features of firms with good governance include greater emphasis on accountability practices, proper implementation of a corporate integrity system, and sound internal controls in place to avoid risk and to ensure policy and procedures that are complied. Government linked companies (GLCs) as the backbone of the (...) Malaysian Government have been harshly criticised for not being able to create value(s) despite receiving high priority in the process of getting government projects. Therefore, this study aims to examine the role of good governance systems, which are reflected through accountability systems, corporate integrity systems, and internal control systems towards value creation of Malaysian GLCs. This study collected primary data based on a set of questionnaire survey among 100 GLCs in Malaysia. Based on the regression analysis, this study found that corporate integrity systems and internal control systems were vital elements in ensuring value creation in GLCs. (shrink)

Caffeine, a known CNS stimulant is given as an adjunct component in most abused drugs which could be fatal with repeated administration in many circumstances. This paper presents a study to investigate the effect of repeated administration of caffeine at high dose on rat liver, and discusses ethical and policy issues of caffeine use. Long Evans rats were treated with pure caffeine solution in distilled water through intragastric route once daily for consecutive 56 days. Three groups of rats recognized as (...) low dose, high dose and control group received 6mg caffeine / kg BW, 12mg caffeine / kg BW and distilled water, respectively. Rat plasma was examined for liver transaminases and alkaline phosphatases concentrations which were significantly increased in plasma as compared to the control. Both rat plasma and liver homogenate were subjected to estimate malondialdehyde, advanced oxidation protein product, nitric oxide, antioxidant enzyme catalase, glutathione and superoxide dismutase activity. MDA, AOPP, NO levels increased and SOD activity decreased significantly in both plasma and liver as compared to those of control where as CAT and GSH activity remain unchanged. Rat liver tissues were studied histochemically with Hematoxylin and Eosin, and Picro Sirius Red staining. Significantly increased infiltration of inflammatory cells and progressive deposition of collagen fibre were visible in liver tissue of caffeine treated both dose groups as compared to the control. Long term administration of caffeine at higher dose, significantly contributes to liver inflammation and consequent fibrogenesis. This raises significant ethical and policy issues. (shrink)

يتناول هذا المقال دراسة موجزة لتأريخ ظهور علم مختلف الحديث والمؤلفات فيه بحيث أنه من أهم أنواع علم الحديث الذي يحتاجه الفقهاء والمحدِّثون في استنباط الأحكام الأصليَّة والفرعيَّة وشرح الأحاديث النَّبويَّة. ويتضمن دراسةً تفصيليَّةً مقارنةً بين منهج الحافظ ابن حجر العسقلاني الشَّافعي (ت 852/1449)، وبدر الدِّين العيني الحنفي (ت 855/1451) في تأويل مختلف الحديث من خلال فتح الباري وعمدة القاري، وقد وضح فيه أن كل منهما تعرض إلى دراسة النُّصوص المتعارضة ظاهرًا في ثنايا شرح أحاديث البخاري وتوسع فيه وأجاد. وبالإضافة (...) قد أُلقي الضوء في هذا المقال على اختلاف المحدِّثين والفقهاء من الأحناف في ترتيب طُرُق التَّوفيق في تأويل مختلف الحديث عامةً، وابن حجر العسقلاني وبدر الدِّين العيني خاصةً، وقد ثَبَت فيه من إيراد الأمثلة التطبيقيَّة من فتح الباري وعمدة القاري أن ابن حجر لا يتوسع في النَّسخ إذا أمكن الجمع بخلاف بدر الدِّين العيني. (shrink)

AimThe aim of this study was to determine the presence of depressive symptoms and understand the potential factors associated with these symptoms among physicians in Bangladesh during the COVID-19 pandemic.MethodsA cross-sectional study using an online survey was conducted in between April 21 and May 10, 2020, among physicians living in Bangladesh. Participants completed a series of demographic questions, COVID-19-related questions, and the Patient Health Questionnaire-9. Descriptive statistics, test statistics were performed to explore the association between physicians’ experience of depression symptoms (...) and other study variables. Stepwise binary logistic regression was followed while conducting the multivariable analysis.ResultA total of 390 physicians completed the survey. Of them, 283 were found to be experiencing depressive symptoms. Predictors which were significantly associated with depressive symptoms were gender, the presence of sleep disturbance, being highly exposed to media coverage about the pandemic, and fear around COVID-19 infection, being assaulted/humiliated by regulatory forces and by the general public, while traveling to and from the hospital and treating patients during the countrywide lockdown.ConclusionThe findings of this study demonstrate that there is a high prevalence of depressive symptom among physicians especially among female physicians in Bangladesh during the COVID-19 pandemic. Immediate, adequate and effective interventions addressing gender specific needs are required amid this ongoing crisis and beyond. (shrink)

The connected and acyclic components contained in a network are identified by the computation of its complexity, where complexity of a network refers to the total number of spanning trees present within. The article in hand deals with the enumeration of the complexity of various networks’ operations such as sum, product, difference K 2, n ⊖ K 2, and the conjunction of S n with K 2. All our computations have been concluded by implementation of the methods of linear algebra (...) and matrix theory. Our derivations will also be highlighted with the assistance of 3D plots at the end of this article. (shrink)

The objective of this work is to propose ten efficient scaling techniques for the Wisconsin Diagnosis Breast Cancer dataset using the support vector machine. These scaling techniques are efficient for the linear programming approach. SVM with proposed scaling techniques was applied on the WDBC dataset. The scaling techniques are, namely, arithmetic mean, de Buchet for three cases p = 1,2, and ∞, equilibration, geometric mean, IBM MPSX, and Lp-norm for three cases p = 1,2, and ∞. The experimental results show (...) that the equilibration scaling technique overcomes the benchmark normalization scaling technique used in many commercial solvers. Finally, the experimental results also show the effectiveness of the grid search technique which gets the optimal parameters for the SVM classifier. (shrink)

This paper deals with the application of the metabolic control theory, especially the measurement of control coefficients, to the threonine pathway inE. coli. The control coefficient of a step on a metabolic flux quantitatively assesses the flux response to the step variations. This concept is particularly relevant both in pathological situations (decrease in the activity of an enzymatic step in the metabolism) and in biotechnologies, where, on the contrary steps are amplified.Measurement of the control coefficients of the steps of a (...) metabolic network makes it possible to know those whose amplification should lead to a simultaneous increase in the fluxes. (shrink)

El embrión humano en la legislación no tiene un estatus definido. En lo referente a su condición en los debates éticos, no se ha logrado un consenso entre la pluralidad de contiendas de las distintas corrientes bioéticas. Lo cierto es que, en la mayoría de las legislaciones y para eludir los debates éticos, los argumentos se basan sobre todo en datos científicos. Como resultado, la ética se limita al aspecto científico, aunque es importante recordar que la bioética no solo se (...) detiene en este aspecto o en el sociológico. En particular, el enfoque de la bioética personalista invita a considerar al ser humano, incluido el embrión, en su aspecto metaontológico. La visión personalista se basa en la noción de “persona” descrita por santo Tomás de Aquino. ¿Podría este enfoque dar respuestas a los dilemas éticos de nuestros días? Este artículo pretende responder a esta pregunta analizando el tema de la discontinuidad embrionaria y la unidad de la persona desde una reflexión meta-ontológica. (shrink)

Cognitive control is not only componential, but those components may interact in complicated ways in the service of cognitive control tasks. This complexity poses a challenge for developing an ontological description, because the mapping may not be direct between our task descriptions and true component differences reflected in indicators. To illustrate this point, I discuss two examples: (a) the relationship between adaptive gating and working memory and (b) the recent evidence for a control hierarchy. From these examples, I argue that (...) an ontological program must simultaneously seek to identify component processes and their interactions within a broader processing architecture. (shrink)

La nueva ley de bioética en Francia, propuesta en 2019 y aprobada por la Asamblea Nacional el 29 de junio de 2021, introduce en su artículo primero, relativo a las Tecnologías de Reproducción Artificial (ART por sus siglas en inglés), modificaciones al artículo L. 2141-2 y L. 2141-3 de la ley número 2011-814 de 7 de julio de 2011 relativa a la bioética. Abre así el camino a “cualquier pareja formada por un hombre o una mujer o por dos mujeres (...) o cualquier mujer soltera”. Como resultado, se rompe el vínculo entre el derecho y la bioética. Mientras que el derecho debe proteger el interés individual, la bioética le recuerda al derecho que también debe protegerse el bien común. De ahí las siguientes interrogantes que surgen a raíz de esta nueva ley de bioética: ¿las ART son un derecho para todos? ¿Es legítimo reivindicarlo en nombre de la igualdad? ¿Qué pasa con la justicia? En este artículo me gustaría abordar el tema desde un punto de vista biojurídico, situando el problema en el marco de la filosofía del derecho. (shrink)

O objetivo dessa pesquisa foi investigar a contribuição de Santo Agostinho para o desenvolvimento da Hermenêutica Jurídica, com a compreensão da influência de sobra obra no pensamento jurídico contemporâneo. Desde aspectos biográficos, foram explorados os principais conceitos do pensamento de Santo Agostinho, a partir do diálogo que esses conceitos realizam com a contemporaneidade e com a hermenêutica moderna. A pesquisa foi realizada a partir do método hipotético-dedutivo, a partir da formulação de hipóteses gerais que permitem a obtenção de respostas potencialmente (...) válidas. Quanto aos meios, a pesquisa foi bibliográfica, com o uso da doutrina delimitada ao tema, para o cumprimento dos fins qualitativos. Chegou-se à conclusão de que a obra de Santo Agostinho mantém a sua relevância na temática da hermenêutica, com a aplicação de vários de seus conceitos no campo de atuação e análise da Hermenêutica Jurídica. (shrink)

La eutanasia y el suicidio asistido están prohibidos por la legislación francesa. La Convención Ciudadana sobre el Final de la Vida, creada en diciembre de 2022, se encargó de evaluar el marco de la asistencia al final de la vida. Su informe final muestra que la mayoría de los miembros de la Convención están a favor de una evolución de la ley hacia la “ayuda activa a morir”. Esta conclusión constituye la base de un proyecto de ley que se estudiará (...) antes del verano de 2024. Este artículo analiza los principales dilemas bioéticos en juego si se aprueba la ley. (shrink)

La dimensión jurídica de la bioética, denominada bioderecho, ocupa un lugar importante en los debates sobre este tema. Para que sean reconocidas, las distintas legislaciones francesas sobre bioética requieren una autoridad política competente: la autoridad civil, cuyo vértice es la Constitución francesa (CF), como acto jurídico y ley fundamental que establece la organización y el funcionamiento del Estado. Sin embargo, en el ámbito en el que tocamos a la persona humana, a los valores y a los principios fundamentales, la autoridad (...) religiosa, como la Doctrina Social de la Iglesia (DSI), tiene un papel que desempeñar. Es la referencia de valores a través de la cual la conciencia humana puede ejercerse libremente en las realidades políticas, sociales y económicas. Así pues, ¿cuáles son los posibles temas comunes entre la CF y la DSI y qué puede aportar la bioética personalista para conciliar ambas vertientes? (shrink)

Background: Nurse-patient communication is a unique clinical skill in the healthcare professions that promotes good quality care and patient outcomes. This communication can be disrupted by many barriers that impact the therapeutic relationship and deliver of care. Purpose: The study aims to identify the barriers affecting nurse-patient communication at primary health centers in Almadina Munawara City, Saudi Arabia. Methods: A cross-sectional study was performed among 212 nurses and 214 patients utilizing a self-reporting questionnaire. A version of the same file was (...) then uploaded into NVivo, and data that were coded under all communication barriers including language discordance among patients and healthcare providers (e. g., subtheme: patient prefers a mother tongue speaking doctor), cultural-religious difference and environmental cues between the involved parties to determine their importance in this context as well (see Table 2). Results: The results showed that language, cultural and environmental differences had an extensive influence on how nurses communicated with patients. Key barriers included nurse shortages, limited communication time and low income. Our results suggest that these barriers differ in their effect with language barrier and habitat disturbance being the most important ones. Conclusions: This study concludes that nurse-patient communication is a complex multi-sectional process, constrained by numerous barriers. Strategic intervention aimed at addressing these barriers can strengthen nurse-patient interaction and accelerate patient care. Communication remains a cornerstone in all the best practices of delivering healthcare effectively and keeping patients happy. (shrink)

Workplace compassion is one of the cornerstone remedies to employees’ suffering. Compassionate acts will directly affect the job performance of employees. This research study looks at the analysing relationship between workplace compassion and job performance, namely, task performance and contextual performance. Workplace compassion, task performance and contextual performance were explored from a previous literature perspective and were tested and analysed statistically. Self-administered questionnaires were distributed among teachers and co-teachers employed in international nurseries in Cairo and Giza governorates located in Egypt. (...) Results revealed a positive relationship between workplace compassion and job performance (task and contextual constructs). Discussion of the results along with managerial implications and recommendations were addressed based on the research findings. (shrink)

This work compares Autometrics with dual penalization techniques such as minimax concave penalty and smoothly clipped absolute deviation under asymmetric error distributions such as exponential, gamma, and Frechet with varying sample sizes as well as predictors. Comprehensive simulations, based on a wide variety of scenarios, reveal that the methods considered show improved performance for increased sample size. In the case of low multicollinearity, these methods show good performance in terms of potency, but in gauge, shrinkage methods collapse, and higher gauge (...) leads to overspecification of the models. High levels of multicollinearity adversely affect the performance of Autometrics. In contrast, shrinkage methods are robust in presence of high multicollinearity in terms of potency, but they tend to select a massive set of irrelevant variables. Moreover, we find that expanding the data mitigates the adverse impact of high multicollinearity on Autometrics rapidly and gradually corrects the gauge of shrinkage methods. For empirical application, we take the gold prices data spanning from 1981 to 2020. While comparing the forecasting performance of all selected methods, we divide the data into two parts: data over 1981–2010 are taken as training data, and those over 2011–2020 are used as testing data. All methods are trained for the training data and then are assessed for performance through the testing data. Based on a root-mean-square error and mean absolute error, Autometrics remain the best in capturing the gold prices trend and producing better forecasts than MCP and SCAD. (shrink)

Thereby, EIDs pose huge threats to health care infrastructures everywhere due to unprepared infrastructures and poor immunity levels of population. It discusses how key role players, the hospital administrator, would play a big role in managing EID infections as well as strategies related to infection control. Such vital factors include resource allocation, implementation of policies, training, and building a culture for safety as well as working under an interdisciplinary approach. COVID-19 pandemics are best used as case studies both where successes (...) occurred and where infection prevention lacked. Findings point toward robust surveillance, real-time data analytics, and the emotional support required for the healthcare workers involved in combating EIDs. The work discusses the socio-economic implications of EIDs and the utmost need to adapt strategies at resource-poor settings. Adding their recommendations with proper training, technological adaptations, and well-defined policymaking, they can decrease the impact of EID. By including technology, teamwork, and psychological impacts, the hospital administrators can develop such healthcare systems that can take on future challenges. It is a transformational effort that proactive leadership and innovation can make to combat the global health threat. (shrink)

The two significant zoonotic bacterial infections that have remained a concern due to the complex dynamics involved in transmission and global prevalence are anthrax and brucellosis. The present paper attempts to address some of the most important zoonotic pathogens, highlighting their epidemiology, clinical manifestations, diagnosis, treatment, and prevention strategies. Anthrax is largely transmitted through direct contact with the infected animals or their products resulting in cutaneous, inhalational, and gastrointestinal forms, all with specific clinical outcomes and approaches for treatment. Similarly, the (...) genus Brucella primarily transmits brucellosis to humans by occupational exposure and consumption of contaminated animal products. Its presentation may be acute, chronic, or in relapse. Diagnosis is made by a combination of serological, molecular, and culture-based techniques, while the treatment focuses on antimicrobial regimens specific to the pathogen. However, this increases the problem of antimicrobial resistance, which makes their effective management challenging, necessitating an integrated approach. Mitigating risks through biosecurity measures, vaccination, public health education, and a One Health approach that includes human, animal, and environmental health, all facilitate prevention and control of an outbreak. Advanced surveillance and diagnostic technologies further support the prompt interventions to contain outbreaks. It then goes on to highlight the importance of interdisciplinarity for decreasing the global burden of zoonotic bacterial diseases. (shrink)

This chapter discusses the psychological process of selectively attending to one source of information to the exclusion of others. In a meta-analysis, it reviews different tasks used to study selective attention, under the construct of conflict resolution, as assessed with functional imaging techniques. Both the anterior cingulate cortex and the dorsolateral prefrontal cortex are involved in some aspect of conflict resolution, which is likely related to different mechanisms. The theme of heterogeneity of function is reflected in these results.

This book uses the writings of Syed Alam Khundmiri to look at issues such as: Islamic traditionalism in the context of meodernization; Islamic theology and politics; and Western and Indian notions of secularism.

Background: Context: Digital health interventions have become essential instruments in contemporary medicine, providing viable means of improving patient outcomes and healthcare provision. The goal of this study is to examine the impact, difficulties, and potential future directions of digital health interventions across a range of healthcare situations by synthesizing results from 12 carefully chosen studies. Aim: This study's objective is to thoroughly examine and summarize the body of research on digital health interventions, with an emphasis on acceptance and utilization as (...) well as implementation and efficacy. Method: Twelve pertinent papers published between 2016 and 2024 were found after a thorough search of electronic databases. Numerous digital health interventions were covered by these research, such as remote monitoring systems, telemedicine, and mobile applications. In order to find common themes, sub-themes, and patterns among the chosen research, thematic analysis was used in the data synthesis process. Results: A number of important themes emerged from the thematic analysis, including interoperability problems, patient engagement, healthcare provider acceptability, regulatory concerns, and usability issues. The sub-themes that fell under these categories emphasized the variables that affect the uptake and efficacy of digital health interventions. Conclusion: The synthesis of data emphasizes how digital health initiatives can increase clinical results, improve patient care, and streamline the delivery of healthcare. But in order to fully reap the benefits, major obstacles like interoperability problems, regulatory difficulties, and usability impediments need to be solved. The recommendations put forth aim to promote innovation and evidence-based practice in digital health by stressing user-centered design, improving digital literacy among medical practitioners, and encouraging interdisciplinary collaboration. (shrink)

The main objective of this paper is to assess the attitude of a group of Malaysian business students towards business ethics. The survey results indicate that the respondents in general are of the opinion that the businesses in Malaysia consider ethics as secondary. A greater emphasis on ethical values in the business curricular has been strongly supported by the respondents. Moreover, the majority of the respondents believe that moral/ethical education and top management attitudes are the most important factors influencing ethical (...) standards in business practices. (shrink)

This Editorial introduces the thematic series on 'Toward a New Psychiatry: Philosophical and Ethical Issues in Classification, Diagnosis and Care' http://www.biomedcentral.com/series/newpsychiatry.