A growing body of research suggests that follower perceptions of ethical leadership are associated with beneficial follower outcomes. However, some empirical researchers have found contradictory results. In this study, we use social learning and social exchange theories to test the relationship between ethical leadership and follower work outcomes. Our results suggest that ethical leadership is related positively to numerous follower outcomes such as perceptions of leader interactional fairness and follower ethical behavior. Furthermore, we explore how ethical leadership relates to and (...) is different from other leadership styles such as transformational and transactional leadership. Results suggest that ethical leadership is positively associated with transformational leadership and the contingent reward dimension of transactional leadership. With respect to the moderators, our results show mixed evidence for publication bias. Finally, geographical locations of study samples moderated some of the relationships between ethical leadership and follower outcomes, and employee samples from public sector organizations showed stronger mean corrected correlations for ethical leadership–follower outcome relationships. (shrink)

The west-centrism in approaching the knowledge systems of east has been sufficiently highlighted and problematized. This paper argues that the attempts have often been restricted to a framework of colonial gaze that prevents the Indian classical philosophy from gaining a vantage of its own. The approach to the classical traditions have been largely fragmented, catering to the pressure of proving its “relevance” either as a knowledge system or as texts with useful resources and answers to contemporary problems. This “problem solving” (...) framework at the very outset de-recognizes the capacity of an entire philosophical tradition of problem identification and formulation, unsettling terrains of knowledge by asking new questions. The article presents a case for theorizing relevance as a prerequisite to resolving some of these issues. (shrink)

COVID-19 forced lockdown in India, leading to the loss of job, crisis of food, and other financial catastrophes that led to the exodus migration of internal migrant workers, operating in the private sector, back to their homes. Unavailability of transport facilities led to an inflicted need to walk back to homes barefooted without lack of any other crucial resources on the way. The woeful state of internal migrant workers walking back, with all their stuff on their back, holding their children, (...) was trending on social media worldwide. Their problem continued even after reaching home, including misbehavior of villagers, indifferent mannerism of family members toward them, inability to fulfill family responsibility, and financial crisis, which led to stress, fear, and trauma for these internal migrant workers. The present paper aimed to assess the idiosyncratic stressors of internal migrant workers throughout the pandemic era and their responses toward those problems, which helped them cope with it. In-depth semistructured telephonic interviews were conducted with 25 internal migrant workers who were working in different cities in India before lockdown. The analyses revealed that multiple stressors include financial crisis, unavailability of food, inability to continue education, inability to pay house rent, lack of support from neighbors and family, and other psychological stressors that affected them. However, they also tried multiple strategies to deal with the problems, including a cognitive appraisal of the problem and making oneself psychologically competent to deal with the situation. Social support of family and friends played a vital role in enhancing hardiness and increasing the level of happiness at scarce times. At the same time, some of them could not deal with stressors and opted for psychiatric help to manage the physical symptoms of stress. (shrink)

Spirituality facilitates a deeper contemplation of reality, and it provides a better understanding of the self and the daily struggles of life. Spirituality develops the divine potential of learners and prepares them for life by giving them the tools they need to keep on learning through their experiences. It enables them to develop more completely and comprehensively. In a way, it is training for life. This research paper explicates the meaning, importance, and understanding of spirituality as a part of Integral (...) Education. The researcher in this paper has tried to study the different practices at home to ensure the development of spirituality among learners. In this study, the researcher tried to explore the dimensions and components of spirituality and establish its relevance in the present day. The study also explored how spirituality can be integrated into the daily lives of learners to help them grow as better human beings and lead value-oriented life. (shrink)

Well elucidated and defined education policy is the most essential criteria for comprehensive progress of all human beings. From the time immemorial it is known that progress can be ushered only through education. A futuristic education policy both at the school and university level is extremely imperative. Countries at the global level have been adopting effective education policies to meet the changing needs of education and society at large. There is a need to shift educational approach from rote learning to (...) understanding, from exhaustive learning techniques to excitement of discovery and towards the joyful exploration. True education must encompass a synchronized working of body, mind and spirit. The ultimate aim of education must be to help the growing soul draw out the best and make it perfect for a noble use. The aim of education is not only to prepare an individual to succeed in life and society, but to reach the optimum. With this background, the paper is attempting at the theoretical level, to study the Integral philosophy, in the light of NEP 2020. It also tries to inquire into the modalities of Integral thinking, propose the application of the same in education and pedagogies to characterize its practice and goals in Integral Education. (shrink)

A comprehensive view of human transformation can only come through an absolute understanding of human nature and process of evolution. The dimension of the human personality provides the point for initiation to assess and understand their process of development. This further leads to an inquiry into what comes next and where would this development lead to? Is the development an end or a means to achieve a higher goal of attaining transcendence? The focus of every human life is to reach (...) the pinnacle of human existence and, the doorway of same leads through the way of consciousness and spiritual evolution. It is possible that the two terminologies, evolution and development are interconnected and in a way influence each other. Spiritual evolution is the result of a conscious effort to develop one self, in other words evolution is the outcome of development. The state of mind where a human being achieves the spiritual evolution requires the needs of the mind to be fulfilled, so it is through knowledge that a being experiences integral consciousness and achieves the state of transcendence. (shrink)

Spirituality facilitates a deeper contemplation of reality, and it provides a better understanding of the self and the daily struggles of life. Spirituality develops the divine potential of learners and prepares them for life by giving them the tools they need to keep on learning through their experiences. It enables them to develop more completely and comprehensively. In a way, it is training for life. This research paper explicates the meaning, importance, and understanding of spirituality as a part of Integral (...) Education. The researcher in this paper has tried to study the different practices at home to ensure the development of spirituality among learners. In this study, the researcher tried to explore the dimensions and components of spirituality and establish its relevance in the present day. The study also explored how spirituality can be integrated into the daily lives of learners to help them grow as better human beings and lead a value oriented life. (shrink)

Collaborative filtering recommender system (CFRS) plays a vital role in today’s e-commerce industry. CFRSs collect ratings from the users and predict recommendations for the targeted product. Conventionally, CFRS uses the user-product ratings to make recommendations. Often these user-product ratings are biased. The higher ratings are called push ratings (PRs) and the lower ratings are called nuke ratings (NRs). PRs and NRs are injected by factitious users with an intention either to aggravate or degrade the recommendations of a product. Hence, it (...) is necessary to investigate PRs or NRs and discard them. In this work, opinion mining approach is applied on textual reviews that are given by users for a product to detect the PRs and NRs. The work also examines the effect of PRs and NRs on the performance of CFRS by evaluating various measures such as precision, recall, F-measure and accuracy. (shrink)

Recommender system depends on the thoughts of numerous users to predict the favourites of potential consumers. RS is vulnerable to malicious information. Unsuitable products can be offered to the user by injecting a few unscrupulous “shilling” profiles like push and nuke attacks into the RS. Injection of these attacks results in the wrong recommendation for a product. The aim of this research is to develop a framework that can be widely utilized to make excellent recommendations for sales growth. This study (...) uses the methodology that presents an enhanced clustering algorithm named as modified density peak clustering algorithm on the consumer review dataset to ensure a well-formed cluster. An improved recurrent neural network algorithm is proposed to detect these attacks in hybrid RS, which uses the content-based RS and collaborative filtering RS. The results are compared with other state of the art algorithms. The proposed method is more suitable for E-commerce applications where the number of customers and products grows rapidly. (shrink)

This paper offers three contributions to the burgeoning movements of AI for Social Good (AI4SG) and AI and the United Nations Sustainable Development Goals (SDGs). First, we introduce the SDG-Intense Evaluation framework (SDGIE) that aims to situate variegated automated/AI models in a larger ecosystem of computational approaches to advance the SDGs. To foster knowledge collaboration for solving complex social and environmental problems encompassed by the SDGs, the SDGIE framework details a benchmark structure of data-algorithm-output to effectively standardize AI approaches to (...) the SDGs. Second, as a specific instantiation of the SDGIE framework, the SDG Impact Intensity Model (SDGIIM) is theoretically and operationally established. SDGIIM embeds expert decision-making and SDG keyword banks in textual data processing to determine overall SDG “impact intensity.” Ideally, SDGIIM can be applied to textual data sets from any sector or discipline: academia, business, government, non-profit, civil society, etc. Third, the SDGIIM instantiation is applied to the specific domain of academic journal rating systems as a case study. Traditionally, academic journals have been evaluated on loosely conceived and empirically shaky notions of ‘quality.’ Aligned with the trend of AI4SG and broader calls to action, ‘impact’ is rapidly becoming the primary normative consideration for assessing academic journals. We hypothesize and demonstrate that SDGIIM is capable of producing evaluations aligned with experts’ expectations of SDG impact intensity; the consistent analysis and rating of textual data sets that embody the SDGs with varying degrees of meaning and, ultimately, promote positive impact on the actual material conditions of the world. (shrink)