A highly transmittable and pathogenic viral infection, COVID-19, has dramatically changed the world with a tragically large number of human lives being lost. The epidemic has created psychological resilience and unbearable psychological pressure among patients and health professionals. The objective of this study is to analyze investor psychology and stock market behavior during COVID-19. The psychological behavior of investors, whether positive or negative, toward the stock market can change the picture of the economy. This research explores Shanghai, Nikkei 225, and (...) Dow Jones stock markets from January 20, 2020, to April 27, 2020, by employing principal component analysis. The results showed that investor psychology was negatively related to three selected stock markets under psychological resilience and pandemic pressure. The negative emotions and pessimism urge investors to cease financial investment in the stock market, and consequently, the stock market returns decreased. In a deadly pandemic, the masses were more concerned about their lives and livelihood and less about wealth and leisure. This research contributes to the literature gap of investors’ psychological behavior during a pandemic outbreak. The study suggests that policy-makers should design a plan to fight against COVID-19. The government should manage the health sector’s budget to overcome future crises. (shrink)

This is an era of globalization, and to maximize the competitive advantage, the banking industry is acknowledging and recognizing Human Resource practices and contributing their best to employ the organizational resources in best productive manner so that they can excel and enjoy competitive edge. Number of factors are affecting on performance of the employee. This research paper is mainly intended to explore the influence of employee diversity on the performance of employee in Private Banking business of Pakistan. Specifically in this (...) paper, the performance of the employee in a banking sector has been predicted by the influence of employee diversity with respect to their education, age, gender, and ethnicity. The data was collected from 203 private banking representatives by a convenience sampling method. In order to identify the relationship, the data has been tested by SPSS Regression and correlation analysis methods. Research findings suggested that the organizations with specific reference to banking sector should plan, design and execute the policies,, practices and strategies that have a wide range canvas inclusive every individual employee and workforce diversities. (shrink)

This article comprises a short case exemplifying ethical challenges arising for a participatory researcher working with Afghan women refugees during the Covid-19 pandemic in Germany. The researcher is an Iranian-German woman, qualified as a midwife, undertaking doctoral research on refugees’ access to reproductive health care. Disclosures about some women’s experience of domestic violence are made, which raise ethical issues for the researcher relating to personal-professional boundaries, roles and responsibilities. Two commentaries are given on this case from participatory researchers based in (...) Germany, UK and Austria. Both commentaries highlight the relevance of the ethics of care for participatory research and for this research in particular, which entails very close relationships between the doctoral researcher and the refugee women with whom she is researching. The first commentary analyses the research process in terms of Tronto’s five phases of care, while the second illustrates the importance of caring institutions in supporting researchers working on sensitive topics. (shrink)

This study employs the Porter hypothesis framework to test the moderating role of production cost in the relationship between resource-efficiency actions and financial performance for German small and medium-sized enterprises (SMEs). For this purpose, we employ the 2012, 2018, and 2021 Flash Eurobarometer surveys to analyze how consistently SMEs adopt resource-efficiency actions, and the impact of these actions on their performance and costs. We also conduct a generalized method of moments regression analysis (GMM). Among the seven resource-efficiency actions proposed, saving (...) water had a significant positive (negative) influence on financial performance in 2012, 2021, and (2018). Saving energy and using renewable energy had a positive and significant (insignificant) effect on financial performance in 2018, 2021, and (2012). Finally, selling scrap material to other companies had a positive and significant impact in all years. Furthermore, increased production costs negatively moderate the relationship between eco-efficiency action scores and financial performance. The results indicate that the “strong” version of the Porter hypothesis is not supported: It only holds when the implementation of eco-efficiency actions reduces production costs and increases financial performance. (shrink)

Recently the World Health Organization has highlighted the need to strengthen mental health systems following emergencies, including natural and manmade disasters. Mental health services need to be informed by culturally attuned evidence that is developed through research. Therefore, there is an urgent need to establish rigorous ethical research practice to underpin the evidence-base for mental health services delivered during and following emergencies.

Software defects prediction at the initial period of the software development life cycle remains a critical and important assignment. Defect prediction and correctness leads to the assurance of the quality of software systems and has remained integral to study in the previous years. The quick forecast of imperfect or defective modules in software development can serve the development squad to use the existing assets competently and effectively to provide remarkable software products in a given short timeline. Hitherto, several researchers have (...) industrialized defect prediction models by utilizing statistical and machine learning techniques that are operative and effective approaches to pinpoint the defective modules. Tree family machine learning techniques are well-thought-out to be one of the finest and ordinarily used supervised learning methods. In this study, different tree family machine learning techniques are employed for software defect prediction using ten benchmark datasets. These techniques include Credal Decision Tree, Cost-Sensitive Decision Forest, Decision Stump, Forest by Penalizing Attributes, Hoeffding Tree, Decision Tree, Logistic Model Tree, Random Forest, Random Tree, and REP-Tree. Performance of each technique is evaluated using different measures, i.e., mean absolute error, relative absolute error, root mean squared error, root relative squared error, specificity, precision, recall, F-measure, G-measure, Matthew’s correlation coefficient, and accuracy. The overall outcomes of this paper suggested RF technique by producing best results in terms of reducing error rates as well as increasing accuracy on five datasets, i.e., AR3, PC1, PC2, PC3, and PC4. The average accuracy achieved by RF is 90.2238%. The comprehensive outcomes of this study can be used as a reference point for other researchers. Any assertion concerning the enhancement in prediction through any new model, technique, or framework can be benchmarked and verified. (shrink)

Based on empirical evidence and recent literature review, Stress has become an integral part of students’ academic life due to the various internal and external expectations placed upon their shoulders. It is therefore, becomes imperative to understand the sources and impact of academic stress in order to derive adequate and efficient intervention strategies. The five dimensions of sources such as Anxiety/stress, Student’s Academic stress, Financial Constraints, Cultural dynamics, Students Performance were analyzed. This research finding is based on the responses obtained (...) from 215 undergraduate students enrolled at a higher learning institution in Pakistan. This paper investigated the stressors, symptoms and effects that are likely to be experienced by undergraduate students in higher Studies. The data was collected through self-administered questionnaires that were randomly floated on social media during the time of COVID-19. Data obtained was analyzed using SPSS. (shrink)

This article is an effort to reflect the role of media required to be played in the proper implementation of national youth policy in Pakistan. During a time of emergent numbers of problems and inadequate resources, Pakistan consider that the essence of promising future is to prepare youth to take on responsibilities and be socially, economically and politically empowered. But of course, for this huge mission a detail strategic plan and proper implementation is required that links framework and action plans (...) for all youth and relevant stakeholders. While there are many other stakeholders connected with national youth policy, media is one stakeholder in this article, drawing our most attention. As the world is now moving towards globalization, we have witnessed the era of emerging trends. For example today the focus is more on knowledge based economies and social and economic networking, technology has been changed and is growing with the fast pace. This resulted in some different eco and social challenges. All around the globe, youth is actively involved in policy making because they know the growing challenges and changing environment better than the other age related segments. Considering the above point in mind, the author feels if the potential of youth is properly harnessed like in other countries, then this can bring a socio-economic revolution in Pakistan. On the contrary, if youth issues and ideas are not taken into consideration while policy making, this may result into one of the biggest challenge for the management in Pakistan in future. The young minds are needed to be shaped in a manner that they can live a better life with promising future and can benefit the whole society. With the ever changing circumstances, the growth and change in economy is constant. The rules and regulations regarding youth policies are needed to be implemented at national as well as provincial level, otherwise the nation has to face the serious outcomes in longer run. The increasing joblessness, among educated and uneducated youth will have negative impact on both economic and social life at individual and national level. The competition in economy is growing tough, far more educated youth now takes job for which they are overqualified. On the other hand, uneducated people can’t seem to move up in the lifestyle ladder. This causes social disintegration, which results in poverty aggravation. This requires all related stakeholders to be responsible in implementation of youth policy across the nation. (shrink)

On the life and influence of Iranian philosopher, Ghazzālī, 1058-1111, on western philosophy.

Downsizing due to COVID-19 and its consequences on laid-off employees has attracted the attention of many researchers, around the globe. However, the underlying mechanisms that explain the effects of COVID-19 downsizing on the employees who have survived cutoffs remain underexplored. Grounded in the conservation of resources theory, this manuscript aims to study the causal path through which COV-DS reduces the survivors’ affective commitment. The current study proposes the mediation of survivors’ job uncertainty, stress, and organizational identification between COV-DS and survivors’ (...) affective commitment. This study also posits the moderating role of transformational leadership between COV-DS and both the mediators. The extant study has employed WARPED partial least square WARP PLS 7 and Hayes Process Macro to test the hypothesized relationships. Using the sample of 274 employees from the private sector of Pakistan, it was found that job uncertainty’s stress strongly mediates the relationship between COV-DS and survivors’ affective commitment. While mediation of survivors’ organizational identification was not proven to be significant. However, with the moderation of transformational leadership, both the mediators were proven to be significant. (shrink)

The appearance of nonlinear equations in science, engineering, economics, and medicine cannot be denied. Solving such equations requires numerical methods having higher-order convergence with cost-effectiveness, for the equations do not have exact solutions. In the pursuit of efficient numerical methods, an attempt is made to devise a modified strategy for approximating the solution of nonlinear models in either scalar or vector versions. Two numerical methods of second-and sixth-order convergence are carefully merged to obtain a hybrid multi-step numerical method with twelfth-order (...) convergence while using seven function evaluations per iteration, resulting in the efficiency index of about 1.4262. The convergence is also ascertained theoretically, and the asymptotic error constant is computed. Furthermore, various numerical methods of varying orders are used to compare the numerical results obtained with the proposed hybrid method in approximate solution, number of iterations, absolute error, absolute functional value, and the machine time measured in seconds. The obtained results outperformed the chosen methods when applied models arising from physical and natural fields were solved. Finally, to observe the convergence graphically, some complex polynomials are plotted as polynomiographs, wherein the rapid convergence of the proposed method is guaranteed. (shrink)

This volume provides a comprehensive analysis of the history, development and other legal aspects relating to International Medical Law and covers issues arising from not only the physician-patient relationship, but also with many wider juridical relations involved in the broader field of medical care in the international arena.00After a general introduction, the book examines the evolution of medical law in different civilizations that existed all over the world. It systematically describes the sources of this law from conventions, treaties along with (...) discussing the important role played by the courts, international institutions and other bodies related to the medical field. The comprehensive coverage includes public health law, international spread and prevention of diseases. This volume covers medical ethics and clinical ethics; considerations to facets of the medical professionals and patients relationship such as rights and responsibilities of the physicians, beneficence, consent, privacy, rights of patients and risk management. Also covered are issues of international concern like medical criminal activities, human and drug trafficking, trade in human organs, human medical research, as well as matters dealing with bio-technology in relation to bio-safety, bio-security, bio-genetics, bio-ethics, and the role of medical personnel in armed conflicts. (shrink)

In this paper, we explore Martha Nussbaum’s version of cosmopolitanism and evaluate its potential to reduce the growing global discord we currently confront. We begin the paper by elucidating the concept of cosmopolitanism in historical and contemporary terms, and then review some of the major criticisms of Nussbaum’s position. Finally, we suggest that Nussbaum’s vision of cosmopolitanism, in spite of its morally noble intentions, faces overwhelming philosophical and practical difficulties that undermine its ultimate tenability as an approach to resolving international (...) conflict. (shrink)

The ability to be resilient in the face of adversity requires the absence of unhealthy coping behaviors, one of which is aggression. Middle adulthood is the developmental stage of various midlife stressors. Limited data is available with regards to this age group especially in Pakistan. The present study was conducted to determine the relationship between resilience and aggression in middle adulthood. For this purpose, 200 participants with Mage = 42.67 years & SD = 6.04, from different work places and residential (...) areas of Karachi, Pakistan participated in the study. The Brief Resilience Scale was used to measure resilience whereas aggression was measured using the Short Form of the Buss-Perry Aggression Questionnaire. Pearson product-moment correlation and regression analysis, conducted using the SPSS, indicated the presence of a significant negative correlation between resilience and aggression. This study would help in understanding how resilience and aggression plays a role during middle adulthood. It would further be beneficial for mental health professionals to identify, devise, and implement better ways of enhancing resilience and helping people to deal with adversities in a healthy manner. (shrink)

The purpose of this study is to offer a brief biography of Mr. M.H. Panhwar and Dr. Nabi Bux Khan Baloch, as well as their work in Sindhological studies along with a brief description of their literary differences on the origin of Sindhi language and history. A systematic literature review methodology was used to explore the contribution and contradiction of both the scholars. The study found that both the scholars were renowned researchers who worked in the fields of history, archaeology, (...) sociology, literature, and language. Both were up-to-dated academics, but their scholarly interests in history, archaeology, language, and literature were diametrically opposed. The study revealed that M.H. Panhwar was a rigorous researcher who conducted studies using scientific techniques and with the assistance of archaeological and geographical evidence. The study further explored that Dr. N. A. Baloch was a folklorist, educationist and extensive writer whose ideological hypotheses were primarily based on mythology and preserved folk literature. (shrink)

This article examines the risk and return profiles of stock indices composed of companies meeting environmental, social and governance screening criteria [such as the Dow Jones Sustainability Indices ] and conventional composite indices of eight Asian countries from 2002 to 2014. The results indicate that there are no significant differences in the returns or risk-adjusted returns between the ESG indices and the composite indices within countries. The results do reveal that the market volatility of the ESG indices is higher than (...) the market volatility of the conventional indices. Market betas of DJSI and ESG equity indices are significantly lower than betas of the composite equity indices. The overall results indicate that the performance of ESG equity indices of many Asian countries is similar to the performance of conventional indices, suggesting that investors can pursue socially responsible investing objectives without a material difference in portfolio performance from conventional investing. (shrink)

The web is being loaded daily with a huge volume of data, mainly unstructured textual data, which increases the need for information extraction and NLP systems significantly. Named-entity recognition task is a key step towards efficiently understanding text data and saving time and effort. Being a widely used language globally, English is taking over most of the research conducted in this field, especially in the biomedical domain. Unlike other languages, Arabic suffers from lack of resources. This work presents a BERT-based (...) model to identify biomedical named entities in the Arabic text data that investigates the effectiveness of pretraining a monolingual BERT model with a small-scale biomedical dataset on enhancing the model understanding of Arabic biomedical text. The model performance was compared with two state-of-the-art models, and it outperformed both models with 85% F1-score. (shrink)

Academic performance is among the several components of academic success. Many factors, including socioeconomic status, student temperament and motivation, peer and parental support influence academic performance. Our study aims to investigate the determinants of academic performance with emphasis on the role of parental styles in adolescent students in Peshawar Pakistan. A total of 456 students from 4 public and 4 private schools were interviewed. Academic performance was assessed based on self-reported grades in the latest internal examinations. Parenting styles were assessed (...) through the administration of the Parental bonding instrument. Regression analysis was conducted to assess the influence of socio-demographic factors and parenting styles on academic performance. Factors associated with and differences between “care” and “overprotection” scores of fathers and mothers were analyzed. Higher socio-economic status, father’s education level and higher care scores were independently associated with better academic performance in adolescent students. Affectionless control was the most common parenting style for fathers and mothers. When adapted by the father, it was also the only parenting style independently improving academic performance. Overall, mean “care” scores were higher for mothers and mean “overprotection” scores were higher for fathers. Parenting workshops and school activities emphasizing the involvement of mothers and fathers in the parenting of adolescent students might have a positive influence on their academic performance. Affectionless control may be associated with improved academics but the emotional and psychosocial effects of this style of parenting need to be investigated before recommendations are made. (shrink)

The COVID-19 pandemic is an unprecedented time in history. Surrounding this pandemic are many enormous uncertainties across the globe. Severe consequences have assessed for the incomes of almost 84% of employers and 68% of self-employed who are working and living in countries that are or have went through a phase of closing workplaces. Similarly, the global rate of unemployment is also expected to be increased in the coming years as 54% of employers worldwide are running their businesses in the hardest-hit (...) sectors. All of these clearly show the uneven impact of the Coronavirus crisis which will remarkably compound already present inequalities, difficulties, and vulnerabilities. The economic ramifications for 186 countries under the crunch of the COVID-19 pandemic is also considered tremendous for Pakistan. The core aim of this research was to test a new conceptual framework depicting the ramifications of restructuring processes carried out by management for their organizations amidst the COVID-19 pandemic on an Institute’s reputation as an employer brand. It also investigates the impact of perceived restructuring on a corporate brand promise made by the university or institute from the viewpoints of other key stakeholders and potential job seekers. The current study had proposed four hypotheses and according to the results of Structural Equation Modeling, the direct hypothesis based upon the relationship between restructuring and employer branding has been rejected. This study shows that restructuring and employer branding has a negative and insignificant effect on each other. The second direct hypothesis of the study that measures the effect of restructuring on corporate branding has been accepted. A corporate brand is a kind of a hub and it considers how an institute treats and deals with all of its stakeholders. It is different from employer brand as the perceptions of employees were the main focus. So, according to the results restructuring did not cause massive damage to the overall outlook of the institute. Furthermore, for the purpose of mediation analysis, the maximum likelihood method by bootstrapping was adopted to test the indirect hypotheses of the study. Crowdsourcing was introduced as a mediator in this study with restructuring, employer, and corporate brand all together in one framework, which is the novel aspect of this study. There are two indirect hypotheses and according to the results both of them did not show any insignificant results. Firstly, the study analyzed mediation among crowdsourcing, restructuring, and employer branding which was fully accepted as the results showed full mediation between these constructs. Secondly, the study analyzed mediation among crowdsourcing, restructuring, and corporate branding which was partially accepted as results showed partial mediation between these constructs. (shrink)

The interaction between environment and individual personality determines career. Over the past decades, the role of personality traits in explaining entrepreneurship cannot get much attention of researchers. To fill this gap, this study aims to investigate the effect of personality traits on the entrepreneurial intentions along with the mediating role of financial risk taking. Sample size consists of 500 students of business and management of different universities of Pakistan, out of which 466 useable questionnaires were collected and analyzed. The results (...) of the study are consistent with conventional wisdom as explored by past studies. In line with past studies and proposed hypothesis, we found that both extraversion and openness to experience have a positive association with FRT, whereas neuroticism, conscientiousness, and agreeableness have negative association with FRT. The results also revealed that there is positive association between FRT and EI; however, FRT did not mediate the relationship between agreeableness and EI. (shrink)