Given the complexity of teams involved in creating AI-based systems, how can we understand who should be held accountable when they fail? This paper reports findings about accountable AI from 26 interviews conducted with stakeholders in AI drawn from the fields of AI research, law, and policy. Participants described the challenges presented by the distributed nature of how AI systems are designed, developed, deployed, and regulated. This distribution of agency, alongside existing mechanisms of accountability, responsibility, and liability, creates barriers for (...) effective accountable design. As agency is distributed across the socio-technical landscape of an AI system, users without deep knowledge of the operation of these systems become disempowered, unable to challenge or contest when it impacts their lives. In this context, accountability becomes a matter of building systems that can be challenged, interrogated, and, most importantly, adjusted in use to accommodate counter-intuitive results and unpredictable impacts. Thus, accountable system design can work to reconfigure socio-technical landscapes to protect the users of AI and to prevent unjust apportionment of risk. (shrink)

This chapter examines the historical emergence of secularism through movements, debates and legal formulations to explain specific features that the concept has acquired in the context of India. The first part examines the tensions between the theoretical narratives of Indian constitutionalism and the practices of politics that lead to the acceptance of three essential conditions of secularism: (a) the state shall have no religion; (b) there shall be no discrimination on the ground of religion; and (c) the individual shall have (...) the freedom to practice, profess and propagate religion. This is followed by the approach towards secularism found in writings of Nehru, Gandhi and Ambedkar. The diversity of religious identities and the widespread religious prejudice, identity conflict and inter-religious strife are main worries of these nationalist ideologues. The third part of this chapter focuses on the ill-defined meaning of secularism that does not accurately reflect the conceptual shifts made by the modern legal system, in which interests of many religious and cultural groups within Indian society are accommodated. The final section critically examines the claim that secularism is a state-led exercise in the following domains: rights of religious denominations, gender justice and social justice. An overview of the legal literature, including pronouncements of the judiciary, shows that secularism is also the domain of experts, bureaucrats and professionals. The history of court decisions about what constitutes a religious practice that is protected by law reveals considerable variation and arbitrariness; it raises questions of group rights in a liberal polity, the limits of cultural accommodation and the conceptions of difference left behind in the realms of family and civil society. (shrink)

The Yogic literatures are replete with examples of several unique mystical experiences in deeper states of meditation. These experiences have nevertheless remained largely untouched by the scientific community, possibly because of the extreme inexplicability of such states and the lack of sophistication in evaluating them. More amenable to scientific research, however, would seem to be the simpler states of awareness in meditation such as that of inner light perception. While a few studies have attempted to explore this state by objective (...) means, the subjective experience of this state remains largely unexplored. The present study originates from an interesting sub-theme identified in an earlier study focused on interpretative phenomenological analysis (IPA) of the experience of inner light perception among Vihangam Yogis. The original study found that the Yogis were very confident in differentiating their experience of inner light perception from other similar experiences. It was thus decided to use IPA to explore the clarity of the differences perceived by the Vihangam Yogis between these experiences. The present study reveals that the meditators could clearly differentiate the state colloquially termed "inner light perception" from (a) external light perception, (b) imagination and (c) dreams. The meditators gave detailed descriptions of their perception of the differences between these experiences, which suggests that the subjective state of inner light perception could be quite different from that of those experiences which the authors have termed differentials of inner light perception. The conclusion reached is that, in addition to further empirical study by means of the traditional modalities and measures, vigorous qualitative study of the subjective dimensions of the state of inner light perception is warranted, with this study indicating that IPA is especially effective in the latter regard. (shrink)

De Interpretatione is among Aristotle's most influential and widely read writings; C. W. A. Whitaker presents the first systematic study of this work, and offers a radical new view of its aims, its structure, and its place in Aristotle's system. He shows that De Interpretatione is not a disjointed essay on ill-connected subjects, as traditionally thought, but a highly organized and systematic treatise on logic, argument, and dialectic.

So far, most ethical consumerism research has been contained within Western countries, thus limiting our understanding of the concept in emerging markets. Given the call for extending empirical-based knowledge for a better understanding of peculiarities, dynamics and country-level variations (i.e. social, cultural) in the context of ethical consumerism in emerging markets, this research cross-examines the interactive nature of individual- and country-level predictors of ethical consumerism in emerging and developed markets, employing a multilevel approach. At the individual level, we posit that (...) ethical consumerism is motivated by social and cultural capital. In contrast, at the contextual level, we choose country-level affluence as an influential factor that might impact the relationship between socio-cultural capital and ethical consumerism. The study uses the International Social Survey Programme’s (ISSP) 2014 citizenship module data set (including 34 countries) for investigating individual-level predictors (of social and cultural capital). The GDP per capita data from the International Monetary Fund’s (IMF) Economic Outlook database was used to examine the cross-level interactions between individual-level predictors and country-level affluence. The findings suggest that social and cultural capitals positively influence ethical consumerism in emerging and developed markets. Further, country-level affluence moderates the relationship between socio-cultural capital and ethical consumerism for both markets. However, cultural capital proved to be a stronger predictor of ethical consumerism as country-level affluence increases. The research findings highlight meaningful cross-country-level interactions that help further understand the basis of ethical consumerism from a global perspective. (shrink)

Background Tuberculosis is a major cause of morbidity and mortality globally. Recent scholarly attention to public health ethics provides an opportunity to analyze several ethical issues raised by the global tuberculosis pandemic. Discussion Recently articulated frameworks for public health ethics emphasize the importance of effectiveness in the justification of public health action. This paper critically reviews the relationship between these frameworks and the published evidence of effectiveness of tuberculosis interventions, with a specific focus on the controversies engendered by the endorsement (...) of programs of service delivery that emphasize direct observation of therapy. The role of global economic inequities in perpetuating the tuberculosis pandemic is also discussed. Summary Tuberculosis is a complex but well understood disease that raises important ethical challenges for emerging frameworks in public health ethics. The exact role of effectiveness as a criterion for judging the ethics of interventions needs greater discussion and analysis. Emerging frameworks are silent about the economic conditions contributing to the global burden of illness associated with tuberculosis and this requires remediation. (shrink)

Ethics training—an important means to foster ethical decision-making in organisations—is carried out formally as well as informally. There are mixed findings as regards the effectiveness of formal versus informal ethics training. This study is one of its first kinds in which we have investigated the effectiveness of ethics training as it is carried out in the Indian IT sector. We have collected the views of Indian IT industry professionals concerning ethics training, and employed positivist and interpretive research. We first have (...) argued that the importance of the perception towards ethics has bearings not only on the individual ideologies but also on the organisational ethical values. In doing so, first we have conceptualised a theoretical framework: Perception of Ethics Training in Employees and Organisations. Second, we have studied the correlations between various components of this model. Third, we, under the rubric of PETINEO, examined the effectiveness of ethics training programmes for the Indian IT companies. Fourth, we have elaborated upon the results of our study. Our results suggest that the combination of both formal and informal means to undertake ethics training has superior impact on ethical decision-making in the Indian IT industry as compared to the use of any one of them in isolation. (shrink)

Large amount of data are exchanged and the internet is turning into twenty-first century Silk Road for data. Machine learning (ML) is the new area for the applications. The artificial intelligence (AI) is the field providing machines with intelligence. In the last decades, more developments have been made in the field of ML and deep learning. The technology and other advanced algorithms are implemented into more computational constrained devices. The online English test system based on ML breaks the shackles of (...) the traditional paper English test and improves the efficiency of the English test. At the same time, it also maintains the fairness of English test and improves the marking speed. In order to realize an online English test system based on ML and facilitate the assessment of students’ college English courses, this paper mainly adopts relevant research and design on the main functional modules, key technologies, and functional realization of the online English test. The brand-new powerful teaching software and the online examination system can help schools to conduct more systematic and scientific management. The conclusion shows that as brand-new and powerful teaching software, the online examination system can help schools to conduct more systematic and scientific management. (shrink)

While recent studies have increasingly suggested leadership as a major precursor to corporate social responsibility, empirical studies that examine the impact of various leader aspects such as style and ethics on CSR and unravel the mechanism through which leadership exerts its influence on CSR are scant. Ironically, paucity of research on this theme is more prevalent in the sphere of social enterprises where it is of utmost importance. With the aim of addressing these gaps, this research empirically examines the interaction (...) between ethical leadership and CSR and, in addition, investigates organic organizational cultures as mediators in the above interaction. To this end, a model was developed and tested on the sample of 350 middle- and top-level managers associated with 28 Indian healthcare social enterprises, using Structural Equation Modeling Analysis, Bootstrapping and PROCESS. Results reveal that ethical leadership both directly and indirectly influences CSR practices. The indirect influence of ethical leadership involves nurturing clan and adhocracy cultures, which in turn influence CSR. These findings are significant for social enterprise leaders seeking to encourage their organizations’ socially responsible behavior. (shrink)

The article explores some of the theoretical and political issues which underpin the current conflict over the accountability of the global economic order. The article develops in five parts, starting with an initial section on the changing nature and form of globalization and ending with an account of how markets and business activities can be reframed. The focus is on the emergence of a number of cosmopolitan social standards which are embedded in human rights regimes and other international legal instruments. (...) These standards are explicated, elaborated and defended. The article argues that these standards need to be clarified further and developed in order to create the basis for global economic accountability and social justice. (shrink)

Purpose Misinformation surrounding the Sustainable Development Goals (SDGs) has contributed to the formation of misbeliefs among the public. The purpose of this paper is to investigate public sentiment and misbeliefs about the SDGs on the YouTube platform. Design/methodology/approach The authors extracted 8,016 comments from YouTube videos associated with SDGs. The authors used a pre-trained Python library NRC lexicon for sentiment and emotion analysis, and to extract latent topics, the authors used BERTopic for topic modeling. Findings The authors found eight emotions, (...) with negativity outweighing positivity, in the comment section. In addition, the authors identified the top 20 topics discussing various SDGs and SDG-related misbeliefs. Practical implications The authors reported topics related to public misbeliefs about SDGs and associated keywords. These keywords can be used to formulate social media content moderation strategies to screen out content that creates these misbeliefs. The result of hierarchical clustering can be used to devise and optimize response strategies by governments and policymakers to counter public misbeliefs. Originality/value This study represents an initial endeavor to gain a deeper understanding of the public’s misbeliefs regarding SDGs. The authors identified novel misbeliefs about SDGs that previous literature has not studied. Furthermore, the authors introduce an algorithm BERTopic for topic modeling that leverages transformer architecture for context-aware topic modeling. (shrink)

This groundbreaking proceedings volume explores the integration of Artificial Intelligence (AI) across key domains—healthcare, finance, education, robotics, industrial and other engineering applications —unveiling its transformative potential and practical implications. With a multidisciplinary lens, it transcends technical aspects, fostering a comprehensive understanding while bridging theory and practice. Approaching the subject matter with depth, the book combines theoretical foundations with real-world case studies, empowering researchers, professionals, and enthusiasts with the knowledge and tools to effectively harness AI. Encompassing diverse AI topics—machine learning, natural (...) language processing, computer vision, data analytics and supervisory control — the volume showcases state-of-the-art techniques propelling AI advancements. Structured into four parts: Part 1: Artificial Intelligence (AI), explores evolving deep neural networks, reinforcement learning, and explainable AI, providing a deep dive into the technical foundations of AI advancements. Part 2: Robotics and Control Systems, delves into the integration of AI in robotics and automatic control, addressing supervisory control, automated robotic movement coordination, anomaly detection, dynamic programming, and fault tolerance, offering insights into the evolving landscape of intelligent automation. Part 3: AI and Society, examines the societal impact of AI through chapters on ethical considerations, economic growth, environmental engagements, and hazard management, providing a holistic perspective on AI's role in shaping society. Part 4: PhD Symposium, presents the future of AI through cutting-edge research, covering legal and ethical dimensions, privacy considerations, and computationally efficient solutions, offering a glimpse into the next generation of AI advancements. Catering to a diverse audience—from industry leaders to students—the volume consolidates the expertise of renowned professionals, serving as a comprehensive resource for navigating the ever-evolving AI landscape. An essential reference for those staying at the forefront of AI developments. (shrink)

Ethical workplace climate has been extensively researched in the for-profit context but neglected in nonprofits. Perhaps because nonprofits promote shared values, engage with people, and implement development interventions creating public good, they are considered implicitly ethical. This assumption has been questioned in recent studies. We attempted to develop a psychometrically valid scale measuring ethical workplace climate following a sequential research design to fill this gap. We interviewed 74 employees from 30 nonprofit organizations using the critical incident technique to generate statements (...) on ethical workplace climate. The statements generated were categorized with expert judges' help, followed by a survey of 507 nonprofit employees across India. The exploratory factor analysis (EFA) and subsequent confirmatory factor analysis (CFA) resulted in a 43-item scale, further reduced to 26 items using stepwise regression. Results of subsequent application of EFA and CFA confirmed a four-factor solution: self-interest, collegiality, internal legitimacy, and stewardship. A follow-up study of 243 members of nonprofit organizations confirmed the hypothesized relationships that ethical work climate has a significant effect on affective commitment and job engagement. Finally, we discussed our findings along theoretical contributions, implications, limitations, and future direction. (shrink)

“The women here in Los Terreros are worried,” Don Alonzo says. “Last year, one of them died from invasive cervical cancer. Thirty-eight years old. Never had a pap in her life.” He leans back in his chair and sighs. “Her husband wouldn’t let her, said he didn’t see the point.” A tabby cat rubs against his legs. “So now the women, they keep worrying. They’ve had the day your group is coming memorized for weeks, maybe months.”Don Alonzo is the local (...) health officer, a thin man in his late sixties, never without his cowboy hat and tattered backpack. We sit in front of his house atop a steep hill in Los Terreros, a small Honduran community about a hundred miles northeast of the country’s capital. Around us, dense green... (shrink)

The study explored the role of moral identity in the civic engagement of youth through ethical ideology. A total of 217 individuals comprising of 104 girls and 113 boys completed three scales, namely, moral identity scale, ethics position questionnaire and civic engagement scale.The results showed that moral identity internalization significantly predicted civic engagement attitude and moral identity symbolization significantly predicted civic engagement behaviour. Furthermore, idealism partially mediated the relationship between moral identity and civic engagement.

An analysis of the nature of good governance as it figures into the Royal Government of Bhutan's policy of Gross National Happiness.

Both Carnap and Quine made significant contributions to the philosophy of mathematics despite their diversedviews. Carnap endorsed the dichotomy between analytic and synthetic knowledge and classified certainmathematical questions as internal questions appealing to logic and convention. On the contrary, Quine wasopposed to the analytic-synthetic distinction and promoted a holistic view of scientific inquiry. The purpose of thispaper is to argue that in light of the recent advancement of experimental mathematics such as Monte Carlosimulations, limiting mathematical inquiry to the domain of (...) logic is unjustified. Robustness studies implemented inMonte Carlo Studies demonstrate that mathematics is on par with other experimental-based sciences. (shrink)

The present investigation was undertaken to investigate the acute toxicity of cadmium, a heavy metal widely detected in the aquatic environment due to natural effects and anthropogenic activities, in freshwater teleost, Channa punctata (Bloch). The experiments for the bioassay were performed in semi-static test condition according to the standard guidelines. The behavioural changes in the fish were observed for all tested concentrations of the metal. The data obtained for bioassay were analyzed for median lethal concentrations (LC ) of the metal (...) by SPSS computer software. The LC 50 50 values, estimated by SPSS, with 95% confidence level were found to be:20.589 (18.326-23.221), 17.133 (14.840- 19.734), 11.815 (9.696 – 13.850) mg/L and 9.908 (7.635-12381) mg/L for cadmium chloride at 24, 48, 72 and 96 h exposure, respectively. (shrink)

(1978). Development, Norms and Factorial Validity of Scales for Measuring Racial Attitudes in Adolescents in Multi‐Ethnic Settings. Educational Studies: Vol. 4, No. 3, pp. 189-200.

We present a characterization of confluence for term rewriting systems, which is then refined for special classes of rewriting systems. The refined characterization is used to obtain a polynomial time algorithm for deciding the confluence of ground term rewrite systems. The same approach also shows the decidability of confluence for shallow and linear term rewriting systems. The decision procedure has a polynomial time complexity under the assumption that the maximum arity of a function symbol in the signature is a constant.

The year 2018 is the 150 anniversary of the Tata group. This article is an attempt to examine the role of spiritual family values in shaping Tata as a sustainable business. Jamsetji Nusserwanji Tata, the founder of Tata, was a trained Parsi priest, who was greatly influenced by Humata or good thoughts, Hukhta or good words, and Hvarshta or good deeds toward others. Since its founding in 1868, the Tata leadership legacy has persistently followed those watchwords of the Zoroastrian faith. (...) The extant workplace spirituality literature posits that the role of spiritual and religious values is vital for organizations and individuals to prosper. Employing historical data and biographical method, we trace the history of Tata to examine the causal mechanism between spirituality and sustainable business, under the influence of stakeholder concept, sustainability and family values-based leadership. Implications for research and practice are discussed. (shrink)

Peter Spirtes and Thomas Verma. Equivalence of Causal Models with Latent Variables.

The world relies on authentic research that guides legislation, policy formulations, and governmental and corporate actions. Therefore, researchers globally should be aware of academic integrity and publication ethics. This research delved into plagiarism that severely undermines any scientific study. It explores the relationship between adverse attitudes (attitudes that favor plagiarism) and plagiaristic behavior. We probed deeper into the theories of planned behavior, reasoned action, and ethical theories of rational self-interest, cultural acceptance, and deontology to propose corrective measures as an intervention (...) to reduce adverse attitudes and plagiaristic behavior. Upon empirical testing of the said propositions through two studies (Study 1, n1 = 2609; Study 2, n2 = 2678), we ascertained a significant negative relationship between corrective measures and adverse attitudes and corrective measures and plagiaristic behavior. We also empirically examined the mediating effect of adverse attitudes on the relationship between corrective measures and plagiaristic behavior. The results confirm the mediation model, in which academics subjected to corrective actions reported reduced plagiaristic behavior through reduced adverse attitudes. The findings further the literature on plagiarism and provide crucial implications for managing plagiaristic behavior among academics. The study also provides specific corrective actions that educational administrators should initiate to ensure academic integrity. (shrink)