Inventory prediction and management is a key issue in a retail store. There are a number of inventory prediction techniques. However, it is difficult to identify a time series prediction model for inventory forecasting that provides uniformly good results for all the products in a store. This paper uses data from a small retail store to demonstrate the variability of results for different modeling techniques and different products. We demonstrate inadequacy of a generic inventory model. Stability and seasonality analysis of (...) the time series is used to identify groups of products exhibiting similar sales patterns. Different clustering techniques are applied to determine reasonable local groups. With the help of Mean absolute percentage error, the effectiveness of dataset partitioning for better inventory management is demonstrated. Appropriate inventory management strategies are proposed based on the stability and seasonality analysis. (shrink)

Drawing on the theoretical frameworks of antiblackness and intersectionality and the concept of viral visibility, this essay attends to the considerable archive of research about endemic Kaposi’s sarcoma in sub-Saharan Africa accrued during the mid-20th century. This body of data was inexplicably overlooked in Western research into KS during the first decade of the AIDS epidemic, during which period European and Mediterranean KS cases were most often cited as precedents despite the volume of African data available. This paper returns to (...) the research on KS conducted in Africa during the colonial and postcolonial period to consider visibility, racial erasure, and discourses of global epidemiology, suggesting that the dynamics of medical research on HIV/AIDS have proceeded according to a tacit paradigm of antiblackness manifest in multiple exclusions of Africa from global health agendas—most recently the exclusion of the region from antiretroviral drug therapy during the first decades of the treatment’s availability. During that decade KS all but disappeared among people with access to ARV therapy while KS became even more prevalent in sub-Saharan Africa, escalating along with HIV. (shrink)

Current incentive structures are more favorably aligned with the world’s problems than with their solutions. We conceptualize this as the paradox of incentives to argue the need for new thinking and restructuring of incentives to break the paradox during the COVID-19 pandemic and beyond, and create new opportunities for societal transformation.

The importance of value-based leadership such as authentic, ethical, and servant leadership is inconspicuous. However, the benefits of these leadership approaches are often only explained through the behaviors of their followers. As such, limited research has communicated the leader’s motivation for pursuing such leadership behavior, resulting in such discourse to escape theorizing. We draw upon role theory and paid attention to the role of higher-level management (leadership) through the trickle-down model to underline their importance in the organization. We then expand (...) this role theory framework by synthesizing research to explain the emergence of value-based leadership behavior at the frontline of management. In doing so, we aim to provide a stronger explanation of the emergence of value-based leadership in organizations. We conclude this analysis by guiding future research in the form of propositions to investigate the psychological process and organizational factors to empirically examine the proposed role framework. (shrink)

Owing to the growing academic and practitioner’s interest in the field of Corporate Social Responsibility, there is a need to do a comprehensive assessment and synthesis of research activities. This article addresses this need and examines the academic literature on Corporate Social Responsibility and Performance using a paradigmatic and methodological lens. The objective of this article is fourfold. First, it examines the status of CSR research from its beginning especially after 1970 to year 2008 in leading academic journals and reports (...) to assess the focus areas of research on CSR so far. Second, it analyzes the research paradigms adopted in these research articles using the Operations Research Paradigm framework. Third, it compares and contrasts various kinds of research articles, methodologies, and research designs used in various researches in literature. Finally, it uncovers the implications of this study and directions for future research. (shrink)

This article reports the findings of a field study conducted on the purchasing intentions of ethical consumers in India. We explored how the involvement of ethical consumers with social networking sites (SNSs such as Facebook, Twitter, Instagram, Snapchat, LinkedIn, and others) affects their intentions to buy ethical products. Applying an extended theoretical lens of theory of planned behavior and social capital, we present an analysis of a rich qualitative data. We identify and describe 7 dimensions, representing the 19 factors and (...) manifesting the informational, relational, and valuation usage of SNSs that explain their impact on the purchase intention of ethical consumers in India. We conclude by highlighting the decision-making role played by the ethical knowledge and price sensitivity of ethical consumers, reflecting the peculiarities and dynamics of ethical consumption in India. (shrink)

As a result of the time‐ and context‐dependency of gene expression, gene regulatory and signaling pathways undergo dynamic changes during development. Creating a model of the dynamics of molecular interaction networks offers enormous potential for understanding how a genome orchestrates the developmental processes of an organism. The dynamic nature of pathway topology calls for new modeling strategies that can capture transient molecular links at the runtime. The aim of this paper is to present a brief and informative, but not all‐inclusive, (...) viewpoint on the computational aspects of modeling and simulation of a non‐static molecular network. BioEssays 26:68–72, 2004. © 2003 Wiley Periodicals, Inc. (shrink)

Patient consent has been formulated in terms of radical individualism rather than shared benefits. Medical education relies on the provision of patient consent to provide medical students with the training and experience to become competent doctors. Pelvic examination represents an extreme case in which patients may legitimately seek to avoid contact with inexperienced medical students particularly where these are male. However, using this extreme case, this paper will examine practices of framing and obtaining consent as perceived by medical students. This (...) paper reports findings of an exploratory qualitative study of medical students and junior doctors. Participants described a number of barriers to obtaining informed consent. These related to misunderstandings concerning student roles and experiences and insufficient information on the nature of the examination. Participants reported perceptions of the negative framing of decisions on consent by nursing staff where the student was male. Potentially coercive practices of framing of the decision by senior doctors were also reported. Participants outlined strategies they adopted to circumvent patients’ reasons for refusal. Practices of framing the information used by students, nurses and senior doctors to enable patients to decide about consent are discussed in the context of good ethical practice. In the absence of a clear ethical model, coercion appears likely. We argue for an expanded model of autonomy in which the potential tension between respecting patients’ autonomy and ensuring the societal benefit of well-trained doctors is recognised. Practical recommendations are made concerning information provision and clear delineations of student and patient roles and expectations. (shrink)

Philosophers and cognitive scientists address the relationships among the senses and the connections between conscious experiences that form unified wholes. In this volume, cognitive scientists and philosophers examine two closely related aspects of mind and mental functioning: the relationships among the various senses and the links that connect different conscious experiences to form unified wholes. The contributors address a range of questions concerning how information from one sense influences the processing of information from the other senses and how unified states (...) of consciousness emerge from the bonds that tie conscious experiences together. Sensory Integration and the Unity of Consciousness is the first book to address both of these topics, integrating scientific and philosophical concerns. A flood of recent work in both philosophy and perception science has challenged traditional conceptions of the sensory systems as operating in isolation. Contributors to the volume consider the ways in which perceptual contact with the world is or may be “multisensory,” discussing such subjects as the modeling of multisensory integration and philosophical aspects of sensory modalities. Recent years have seen a similar surge of interest in unity of consciousness. Contributors explore a range of questions on this topic, including the nature of that unity, the degree to which conscious experiences are unified, and the relationship between unified consciousness and the self. Contributors Tim Bayne, David J. Bennett, Berit Brogaard, Barry Dainton, Ophelia Deroy, Frederique de Vignemont, Marc Ernst, Richard Held, Christopher S. Hill, Geoffrey Lee, Kristan Marlow, Farid Masrour, Jennifer Matey, Casey O'Callaghan, Cesare V. Parise, Kevin Rice, Elizabeth Schechter, Pawan Sinha, Julia Trommershaeuser, Loes C. J. van Dam, Jonathan Vogel, James Van Cleve, Robert Van Gulick, Jonas Wulff. (shrink)