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)

With theoretical underpinnings in the theory of planned behavior, this research aims at investigating how women's entrepreneurial intentions might develop in Pakistan. The survey of 216 female students revealed that psychological capital plays an important role in shaping women's entrepreneurial commitment which in turn results in increased intentions to opt for entrepreneurship as a career. Additionally, it was observed that social support moderates the indirect relation in such a way that in the presence of high social support, the association between (...) psychological capital and intentions via commitment is further strengthened. Because women face comparatively more barriers in paid career, therefore it was necessary to study the mechanism and driver that can improve their entrepreneurial intentions, since they represent an untapped resource that might be utilized to improve the economic prospects of a country. The study bridges a significant knowledge gap in utilizing psychological capital to enhance female's entrepreneurial intentions, who are under constant pressure of juggling multiple roles at work and home. (shrink)

The demarcation between science and non-science seems to play an important role in the process of scientific change, as theories regularly transition from being considered scientific to being considered unscientific and vice versa. However, theoretical scientonomy is yet to shed light on this process. The goal of this paper is to tackle the problem of demarcation from the scientonomic perspective. Specifically, we introduce scientificity as a distinct epistemic stance that an agent can take towards a theory. We contend that changes (...) in this stance are to be traced and explained by scientonomy. Thus, we formulate a new law of theory demarcation to account for changes in scientificity within the scientonomic framework. (shrink)

This paper aims to investigate how workplace ostracism acts as a motive behind customer service sabotage. We examine the role of stress as a meditating variable along with the moderation of perceived organizational support (POS) on the said association by using conservation of resources and equity theory. 217 nurses from hospitals of southern Punjab region in Pakistan participated in the study. Data was collected through survey and structured questionnaires. SPSS and AMOS were used to analyze data with latest techniques of (...) bootstrapping and process macros. The results showed that stress mediated between the association of workplace ostracism and service sabotage behavior. Perceived organizational support was confirmed as a moderator between this relationship. POS buffered the harmful effects of ostracism and stress on customer service, as POS demonstrates to personnel that they are cherished and respected by the organization which lessens the strength of perceived stress due to workplace ostracism. Organizational leadership should take advantage from stress-alleviating effect of POS, which is important in producing adequate levels of work-performance. (shrink)

This article recapitulates and develops the attempts in the Nietzschean traditions to address and overcome the proliferation of nihilism that Nietzsche predicted to unfold in the next 200 years (WP 2). Nietzsche approached nihilism not merely as a psychology but as a labyrinthic and pervasive historical process whereby the highest values of culture and founding assumptions of philosophical thought prevented the further flourishing of life. Therefore, he thought nihilism had to be encountered and experienced on many, often opposing, fronts to (...) be fully consumed and left behind. Thus, just as Nietzsche captured the subtle reinventions of nihilism in new forms in his time, in the new doers assumed behind new deeds (WP 488), this article focuses on the contemporary tectonic shifts brought by digital technology and challenges subjectivation and narrativization of algorithmic will to power in human-like interfaces such as ChatGPT. Having identified philosophers and himself as the most advanced nihilists in their overvaluation of truth, in the 4th part of Thus Spoke Zarathustra, Nietzsche grappled with the difficult, perhaps impossible, temporality of post-nihilistic historicity that oscillates between highest creativity and highest truths, especially in the sections entitled The Shadow and At Noon whereby he explored new temporal techniques to evade the relapses into temporal nihilisms of the notions of linear progress or eternity (TSZ, 4). By drawing on this juncture, this article offers ways to address transfigurations of nihilism behind new technological performances of subjectivity. The article points toward creative temporalities beyond narrativity and subjectivity insofar as the statistical operations and probabilistic estimations of language-models exceed grammatical construction of meaning. This multifaceted application of his thought on the contemporary ontic reality is necessary to perceive our comet's incalculable movement as a veritable ray of sunshine. (shrink)

This article examines how Facebook’s Feed, its dynamic user interface, incorporates and refashions the capacity to temporalize cultural material and experience that has classically been attributed to subjectivity. I problematize the ambiguous historicity of digital culture across the experience of the ordinary that it produces by arranging the subjective time and ‘ruined’ bits of cultural material into algorithmic timelines. Drawing on recent media theory, I underscore the irreducible alienness of algorithmic temporalizations, which undermine habitual normalization. I show subjectivity moves beyond (...) identity and narrative closure through an unconscious affective investment in extremely popular algorithmic timelines. (shrink)

This research focuses on (a) introducing and exploring ethically effective leadership, (b) introducing and testing theory on triad of typical–maximal–ideal ethically effective leadership performances, (b) theorizing and empirically testing that each of typical–maximal–ideal ethically effective leadership performance is different from each others, in other words exploring mean differences between each pair of typical–maximal–ideal effective leadership performances, (c) introducing, theorizing, and testing mechanism to quantify respondents’ intrinsic desire and inherent potential to enhance their ethically effective leadership performances, (d) exploring precedents of (...) each of typical–maximal–ideal ethically effective leadership performances, and finally (e) exploring bases and feasibility of virtual, robotic, and mixed reality ethically effective leadership that may or may not be same as conventional ethically effective leadership. This paper explores global leadership aspect of ethically effective leadership performance at three data collection levels (via typical, maximal, and ideal effective leadership performances) adding precision to assessment of ethically effective leadership and resolving an important challenge (precise assessment) to ethical leadership development. It explores respondents’ typical ethically effective leadership performance E_T, their maximal ethically effective leadership performance E_M, and their ideal ethically effective leadership performance E_I. It presents non-western perspectives on ethically effective leadership disregarding homogenization of leadership behavior. It advances our insight into ethical leadership development by empirically identifying presence, direction and magnitude of respondents’ (a) intrinsic desire and (b) existing intrinsic potential for alteration of their ethically effective leadership. Means of typical ethically effective leadership performance E_T, maximal ethically effective leadership performance E_M, and ideal ethically effective leadership performance E_I are distinct. Typical ethically effective leadership performance E_T is positively associated with maximal ethically effective leadership performance E_M and ideal ethically effective leadership performance E_I. This article concludes that the selected leaders report their ideal ethically effective leadership performance E_I to be higher than their typical ethically effective leadership performance E_T and maximal ethically effective leadership performance E_M depicting significant intrinsic desire for 14 % enhancing their ethically effective leadership performance. Respondents have significant existing intrinsic potential for 10 % enhancing their ethically effective leadership performance. Regression constants for regression models for typical ethically effective leadership performance E_T, maximal ethically effective leadership performance E_M and ideal ethically effective leadership performance E_I are significant depicting that the researchers have to look for other variables to fully explain variance in typical ethically effective leadership performance E_T, maximal ethically effective leadership performance E_M and ideal ethically effective leadership performance E_I. Regression coefficient of typical ethically effective leadership performance E_T is significant in model for ideal ethically effective leadership performance E_I as well as maximal ethically effective leadership performance E_M and vice versa. So, the paper suggests that training strategies may be feasible to alter typical ethically effective leadership performance E_T and maximal ethically effective leadership performance E_M in such a way as to bring it closer to ideal ethically effective leadership performance E_I but for this, researchers have to look for other variables too. (shrink)

Design plays an integral role in the functions of modern society. Yet the abstract process by which designers carry out their work is not obvious. The study of design thinking has grown in recent years into a major area of academic research, yet it presently lacks a clear theoretical basis; and as a discipline, its methodologies are disparate. Here, we outline and clarify the framework of the scholarly study of design thinking, introducing the major ideas and concepts upon which the (...) field is based. We then discuss in detail the various methodological issues of the field, and argue that, in its current state, the field of design thinking cannot sustain itself as an independent area of academic research. We suggest that design thinking may best be studied from a sociological or science, technology, and society (STS) studies perspective. (shrink)

This article offers a Nietzschean theory of digital will to power to conceptualize the temporality of social media feeds run by algorithms. Stylistic and methodological temporalities of Nietzsche are discussed as well as their influence in subsequent social theory of political technologies. The paradox of heavy investment in both subjective expression and nonhuman temporalization in social media milieus is addressed with the concept of an event-without-witness drawn from Nietzsche’s account of himself as the solitary thinker of catastrophe of nihilism and (...) psychoanalytical and deconstructive literatures on the catastrophes of the 20th century. Nietzsche’s fundamental resistance to and fascination with the philosophical and cultural modes of mummyfication, i.e. eternalization as an expression of the will to power is used to think the will to power in the creative algorithmic temporalization of social interactions through the selection, distribution and serialization of data for social media feeds. (shrink)

This book presents the promises of Precision Medicine (PM) and the challenges of its implementation in daily clinical routine, while addressing the anticipated ethical and social implications. It is the first book that critically analyzes the potential and the dilemmas relevant to genomics and precision medicine from healthcare, public health and global perspectives. The nine chapters presented in this book elaborate on pharmacogenomics' crucial role in maximizing the potential benefits and minimizing medication's potential risks in groups of people, especially in (...) cancer treatment and other health conditions. Infectious and non-communicable diseases (NCDs) are also discussed in this book by identifying challenges and ways to overcome them. Essential concepts are addressed, such as health-related benefits and harm to individuals and the broader community, including threats to individual privacy and autonomy, which warrant just distribution of scarce resources. The book also identifies and addresses the lack of competency in the healthcare workforce in the era of PM and discusses the path to laying the ethical foundation for the implementation of PM in healthcare organizations. (shrink)

The safety condition is supposed to be a necessary condition on knowledge which helps to eliminate epistemic luck. It has been argued that the condition should be globalized to a set of propositions rather than the target proposition believed to account for why not all beliefs in necessary truths are safe. A remaining issue is which propositions are relevant when evaluating whether the target belief is safe or not. In the literature, solutions have been proposed to determine the relevance of (...) propositions. This paper examines a case of luckily true belief—thus a case of ignorance—and a case of knowledge. It argues that no solution in the literature offers a correct verdict in either case. Therefore, the strategy to globalize safety remains unsatisfactory. (shrink)

The two-visual-systems hypothesis proposed by Goodale and Milner is a radical one. If it were to be true, then our common sense such as we are acting on what we are perceiving should be completely abandoned. In this paper, I argue that the hypothesis over-generalizes what happens in simple tasks to what happens in complex tasks. By contrast, I demonstrate that what happens in complex tasks is compatible with our common sense. In a word, though what we are acting on (...) may come apart from what we are perceiving in some cases, that is not the whole story. (shrink)

According to the sensitivity account of knowledge, S knows that p only if S's belief in p is sensitive in the sense that S would not believe that p if p were false. It is widely accepted that the sensitivity condition should be relativized to belief-formation methods to avoid putative counterexamples. A remaining issue for the account is how belief-formation methods should be individuated. In this paper, I argue that while a coarse-grained individuation is still susceptible to counterexamples, a fine-grained (...) individuation makes the target belief trivially insensitive. Therefore, there is no principled way of individuating belief-formation methods that helps the sensitivity account to accommodate different cases. (shrink)

It has been argued that an advantage of the safety account over the sensitivity account is that the safety account preserves epistemic closure, while the sensitivity account implies epistemic closure failure. However, the argument fails to take the method-relativity of the modal conditions on knowledge, viz., sensitivity and safety, into account. In this paper, I argue that the sensitivity account and the safety account are on a par with respect to epistemic closure once the method-relativity of the modal conditions is (...) taken into account. Therefore, epistemic closure is no longer an arbiter in the debate. (shrink)

Western buying companies impose Supplier Codes of Conduct (SCC) on their suppliers in developing countries; however, many suppliers cannot fully comply with SCC and some of them even cheat in SCC. In this research, we link contract characteristics - price pressure, production complexity, contract duration - to the likelihood of supplier's commitment to SCC through a mediating process: how the buying companies govern their suppliers. Our structural equation model analysis shows that the hierarchy/relational norms governance is a perfect mediator of (...) contract characteristics' effects on the likelihood of supplier's commitment; the market governance, an insignificant one. The managerial implications are provided for successfully implementing SCC in global supply chains. (shrink)

In this study, we examined the impact of principals' leadership style on the performance of teachers at the college level. For this purpose, we collect data from 300 college teachers via a random sampling approach. A self-administrated questionnaire was used to collect data. For detecting relationships and differences among the opinions of the study's participants, correlation and the t-test were used. This study has revealed that the majority of college principals practice a democratic style of leadership at a higher level, (...) Laissez-faire at a moderate level, and autocratic at a low level in their colleges. Moreover, it has been also revealed that when principals increase the use of a democratic leadership style, teacher performance may progress as well. The findings revealed that principals' leadership style had a positive impact on the performance of teachers. The study exposed a strong statistically positive relationship between college principals' leadership style and teacher performance. Thus, the results of this study suggest that college principals' should adopt the leadership style according to the level of teachers. The leadership style should be changed with specific situations in the colleges. (shrink)

The standard of proof in criminal trials should require that the evidence presented by the prosecution is robust. This requirement of robustness says that it must be unlikely that additional information would change the probability that the defendant is guilty. Robustness is difficult for a judge to estimate, as it requires the judge to assess the possible effect of information that the he or she does not have. This article is concerned with expert witnesses and proposes a method for reviewing (...) the robustness of expert testimony. According to the proposed method, the robustness of expert testimony is estimated with regard to competence, motivation, external strength, internal strength and relevance. The danger of trusting non-robust expert testimony is illustrated with an analysis of the Thomas Quick Case, a Swedish legal scandal where a patient at a mental institution was wrongfully convicted for eight murders. (shrink)

The sensitivity account of knowledge is a modal epistemology, according to which S knows that p only if S's belief in p is sensitive in the sense that S would not believe that p if p were false. There are different ways to state the sensitivity condition by means of a possible worlds heuristic. The sensitivity account is thus rendered into different versions. This paper examines cases of knowledge and cases of luckily true beliefs (e.g., the Gettier cases) and argues (...) that no version of the sensitivity account accommodates all cases. Therefore, the account is unsuccessful as an account of knowledge. (shrink)

The constructivist worldview divides all features in the world into purported external properties and the totality of experience and argues that they are all constructed. The constructivist worldview can also answer the problem of time and explain how the construction chain comes from nothing. Compared with the realist worldview, the constructivist worldview has multiple advantages.

Ghazzālī; 1058-1111; Ibn Taymīyah, Aḥmad ibn ʻAbd al-Ḥalīm, 1263-1328; criticism and interpretation; Islam; doctrines.

According to the safety account of knowledge, one knows that p only if one’s belief could not easily have been false. An important issue for the account is whether we should only examine the target belief when evaluating whether a belief is safe or not. In this paper, it is argued that, if we should only examine the target belief, then the account fails to account for ignorance of necessary truths. But, if we should also examine beliefs in other relevant (...) propositions, then the account fails to account for knowledge from falsehood. Therefore, the safety account of knowledge is undermined by knowledge from falsehood and ignorance of necessary truths. (shrink)

According to the safety account of knowledge, one knows that p only if one's belief could not easily have been false. An important issue for the account is whether we should only examine the belief in the target proposition when evaluating whether a belief is safe or not. In this paper, it is argued that if we only examine the belief in the target proposition, then the account fails to account for why beliefs in necessary truths could fall short of (...) knowledge. But, if we also examine beliefs in other relevant propositions, then the account fails to preserve epistemic closure. Therefore, the safety account cannot find a safe path between epistemic closure and necessary truths. (shrink)

The guide dog robot (GDR) is a low-speed companion robot that serves visually impaired people and is used to guide blind people to walk steadily, carrying a variety of intelligent technologies and needing to have the ability to guide with optimal energy consumption in specific scenarios. This paper proposes an innovative technique for virtual-real collaborative path planning and navigation of the GDR specific indoor scenarios, and designs an experimental method for virtual-real collaborative path planning of the GDR specific scenarios. The (...) energy consumption integral equation is used to solve for the energy consumption of the GDR with virtual-real synergy, and the difference in energy consumption is compared for three different navigation directions: horizontal, vertical and oblique obstacle avoidance. The results show that the optimized GDR saves 6.91% in rectilinear movement and 10.60% in curved movement. The efficiency of planning and navigating the GDR in specific domestic scenarios is verified by a virtual-real cooperative. The realization of optimal path planning for energy consumption is instrumental in exploring many of the most significant thought in the path planning and navigation of mobile robots in indoor specific scenarios. (shrink)

This paper presents a diagrammatic notation for visualizing epistemic entities and relations. The notation was created during the Visualizing Worldviews project funded by the University of Toronto’s Jackman Humanities Institute and has been further developed by the scholars participating in the university’s Research Opportunity Program. Since any systematic diagrammatic notation should be based on a solid ontology of the respective domain, we first outline the current state of the scientonomic ontology. We then proceed to providing diagrammatic tools for visualizing the (...) epistemic entities and relations of this ontology. These basic diagramming techniques allow us to construct diagrams of various types for both synchronic and diachronic visualizations. The paper concludes by highlighting some future research directions. As the notation presented here is de facto accepted and used in scientonomy, the paper suggests no modifications. (shrink)

This article introduces the concept of corporate social responsibility in the seemingly oxymoronic context of Chinese “authoritarian capitalism.” Following an introduction to the emergence of authoritarian capitalism, the article considers the emergence of CSR in China using Matten and Moon’s framework of explaining CSR development in terms both of a business system’s historic institutions and of the impacts of new institutionalism on corporations arising from societal pressures in their global and national environments. We find two forms of CSR in China, (...) reflecting the “multiplexity” of its business system: one in the mainly family-owned small and medium-sized enterprise sector reflecting concern with local reputation, and another in the corporate, mainly state-owned enterprise sector, reflecting global and national societal expectations. We investigate the dynamics of CSR in China through the interplay of the global and national societal pressures and mediating and even leading roles played by the State and the Party. We consider the conceptual integrity and practical prospects for “state-led society-driven” CSR and future research opportunities, including those opened up by the three contributing articles to this special issue. (shrink)

Context: There is still no detailed defence of Goodman’s starmaking constructivism against the objection Boghossian presented in his 2006 book, Fear of Knowledge. Problem: I defend Goodman’s constructivism against the problem of stuff raised by Boghossian, that is, that constructivism requires unconstructed stuff and thus cannot explain all features in the world. Method: I argue that there is a way out for constructivists when they face the problem of stuff. Constructivists can choose to accept a constructivist-friendly worldview and the problem (...) of stuff does not hold in this worldview. Goodman already provides hints for such a worldview in his works. I articulate the worldview in detail and argue that it does not have obvious faults. Results: I show that starmaking constructivism does not have the problem of stuff at least under a certain tenable worldview. Implications: The constructivist-friendly worldview and related novel ideas could be used to defend starmaking constructivism against other objections in Boghossian’s book and is helpful in answering other philosophical questions such as the mind-matter problem and modality. Constructivist content: This article may contribute to reviving Goodman’s starmaking constructivism. (shrink)

Bosbach and Riečan states on residuated lattices both are generalizations of probability measures on Boolean algebras. Just from the observation that both of them can be defined by using the canonical structure of the standard MV-algebra on the unit interval [0, 1], generalized Riečan states and two types of generalized Bosbach states on residuated lattices were recently introduced by Georgescu and Mureşan through replacing the standard MV-algebra with arbitrary residuated lattices as codomains. In the present paper, the Glivenko theorem is (...) first extended to residuated lattices with a nucleus, which gives several necessary and sufficient conditions for the underlying nucleus to be a residuated lattice homomorphism. Then it is proved that every generalized Bosbach state (of type I, or of type II) compatible with the nucleus on a nucleus-based-Glivenko residuated lattice is uniquely determined by its restriction on the nucleus image of the underlying residuated lattice, and every relatively generalized Riečan state compatible with the double relative negation on an arbitrary residuated lattice is uniquely determined by its restriction on the double relative negation image of the residuated lattice. Our results indicate that many-valued probability theory compatible with nuclei on residuated lattices reduces in essence to probability theory on algebras of fixpoints of the underlying nuclei. (shrink)

According to the sensitivity account of knowledge, S knows that p only if S’s belief in p is sensitive in the sense that S would not believe that p if p were false. The sensitivity condition is usually relativized to belief-formation methods to avoid putative counterexamples. A remaining issue for the account is where methods should be mentioned in the sensitivity subjunctives. In this paper, I argue that if methods are mentioned in the antecedent, then the account is too strong (...) to accommodate inductive knowledge; if methods are mentioned in the consequent, then the account is too weak to eliminate some luckily true beliefs from the realm of knowledge. Therefore, the strategy to relativize the sensitivity condition is undermined by inductive knowledge and some luckily true beliefs. (shrink)

Existing work in the field of business ethics has explored how concepts in philosophy and other disciplines can be applied to blame at work, and considers blame’s potential impact on organisations and their employees. However, there is little empirical evidence of organisational blaming practices and their effects. This article presents an analysis of interviews with twenty-seven employees from a range of occupations, exploring their experience of blame, its rationale and impact. A diversity of blaming practices and perspectives is revealed, and (...) in making sense of these the authors draw on recent theoretical developments—Skarlicki, Kay, Aquino, and Fushtey’s concept of ‘swift-blame,’ and Fricker’s notion of ‘communicative blame.’ The study also reveals a tension between a desire to avoid ‘blaming’ on the one hand, and a need for ‘accountability,’ on the other, and the authors explore the implications of the findings for organisations in seeking to ‘manage’ blame. (shrink)

We prove a partition theorem for analytic sets, namely, if X is an analytic set in a Polish space and [X]n = K0 ∪ K1 with K0 open in the relative topology, and the partition satisfies a finitary condition, then either there is a perfect K0-homogeneous subset or X is a countable union of K1-homogeneous subsets. We also prove a partition theorem for analytic sets in the three-dimensional case. Finally, we give some applications of the theorems.

Business Ethics, the Environment & Responsibility, Volume 31, Issue 2, Page 419-437, April 2022.

Purpose The purpose of this paper is to explore Turkish students’ perceived relevance of Facebook, the value of Facebook advertisements and the ethics of Facebook targeting users with advertisements. Design/methodology/approach Latent class cluster analysis is estimated to determine whether segments exist and whether covariates differ among segments. Findings Segments differ on Facebook relevance and advertisement targeting ethics and usefulness and the covariates gender, hours spent on Facebook during the week and personality. The segment that finds Facebook most relevant and uses (...) it the most disapproves of Facebook’s targeted advertisements. Facebook is an organization that relies heavily on advertising dollars for survival. This fact should be emphasized; otherwise, Facebook may not be able to sustain itself. Originality/value The paper provides an understanding of Facebook from a marketing perspective for a country at the crossroads of Europe and Asia. (shrink)

This commentary cites evidence to argue that girls growing up in a competitive and aggressive environment are more likely to shift to avoidant attachment than to ambivalent attachment in middle childhood. These avoidant women are also more likely to favor a short-term mating strategy. The role of oxytocin (OT) and early experience in shaping an avoidant attachment in females is also discussed.