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  1. A Hayekian Explanation of Hayek's 'Epistemic Turn'.Scott Scheall - 2015 - Economic Thought 4 (2):32.
    The present essay aims to account for F.A. Hayek's oft-noted 'turn' away from technical economics to concerns of a more philosophical nature. In particular, the paper seeks an explanatory principle that reconciles various elements of both continuity and discontinuity in Hayek's intellectual development, especially with respect to the evolution of his arguments concerning economic fluctuations. The essay uncovers such an explanatory principle in Hayek's own methodology of sciences of complex phenomena. According to this principle, an inquirer who confronts phenomena too (...)
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  2. Between Body and Reiterative Morality.Victor Adelino Ausina Mota - manuscript
    Body and Soul, the infinite dualism of existenz.
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  3. Strugglin' Fenix: Between sociology and human eth(i)ology.Victor Adelino Ausina Mota - manuscript
    the study of ants and insects com understand human behaviour and discourse, his politics and ways do keep alive some dreams that can come true.
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  4. Why Geographic Factors are Necessary in Development Studies.Clint Ballinger - manuscript
    This paper proposes that the resurgence of geographic factors in the study of uneven development is not due simply to the recurrent nature of intellectual fashions, nor necessarily because arguments that rely on geographic factors are less simplistic than before, nor because they avoid racialist, imperialistic, and deterministic forms they sometimes took in the past. Rather, this paper argues that geographic factors have been turned to once again because they are an indispensable part of explanation, playing a special role that (...)
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  5. Maximization of Originality.Miro Brada - manuscript
    The richer you are, the less equally rich or richer people. The richest is only one (=unique). Maximization of richness or leisure (=classic utility), maximizes the uniqueness (=improbability) that can be maximized also by: extreme sport, suicide, tattoo, count of views... The richest seem unique as the poorest, but the rich can easily become poor, while the poor can hardly get rich. So the aim of maximization reflects IQ and options. Few options increase irrationality, regardless of IQ. I also present (...)
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  6. Redirection of talent.Miro Brada - manuscript
    The interview with economist William Baumol, published in 2003 in weekly Respekt, deals with alternative activities for talented individuals. If they can't pursue productive activities (technological innovations) they go for rent-seeking activities or activities with negligible social return (e.g. chess). I also present a thesis, that if there is no sophisticated alternative activities, the talent may be redirected into pathological ones: psychopathy, neurosis, paranoia, psychosis... The article was exhibited in Holland Park, W8 6LU, The Ice House between 18. Oct - (...)
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  7. Three Interviews.Miro Brada - manuscript
    To support my Phd theses and results of my grant research in 1999, I asked 1) prominent chemist Antonín Holý, author of substances to treat hepatitis and HIV, about the indivisibility of the art and science (published in Slovak Narodna Obroda and Czech blisty,cz), 2) the distinguished economist William Baumol about the alternative activities (published in Slovak Nove Slovo, Czech Respekt and blisty.cz), 3) Nobel Laureate Clive Granger about the significance of the economics (published in 2004 in Czech weekly Tyden). (...)
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  8. AI Human Impact: Toward a Model for Ethical Investing in AI-Intensive Companies.James Brusseau - manuscript
    Does AI conform to humans, or will we conform to AI? An ethical evaluation of AI-intensive companies will allow investors to knowledgeably participate in the decision. The evaluation is built from nine performance indicators that can be analyzed and scored to reflect a technology’s human-centering. When summed, the scores convert into objective investment guidance. The strategy of incorporating ethics into financial decisions will be recognizable to participants in environmental, social, and governance investing, however, this paper argues that conventional ESG frameworks (...)
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  9. The Leverage of Meaning.Marvin Conner - manuscript
    This is the first section of a five part essay dealing with economics from the perspective of Ernst Cassirer's cultural philosophy. In this first section, I try to demonstrate how the human concern with meaning is distorted in our commercial society into a purely economic sense of reality that displaces other forms of meaning. This distortion and displacement are at the heart of the social, cognitive and spiritual dysfunctions that currently plague us. The "Leverage of Meaning" will prepare the ground (...)
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  10. Universal Complexity in Action: Active Condensed Matter, Integral Medicine, Causal Economics and Sustainable Governance.Andrei P. Kirilyuk - manuscript
    We review the recently proposed universal concept of dynamic complexity and its new mathematics based on the unreduced interaction problem solution. We then consider its progress-bringing applications at various levels of complex world dynamics, including complex-dynamical nanometal physics and living condensed matter, unreduced nanobiosystem dynamics and the integral medicine concept, causally complete management of complex economical and social dynamics, and the ensuing concept of truly sustainable world governance.
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  11. Ce este telelucrul (telemunca, telework)?Sfetcu Nicolae - manuscript
    În ultimii ani, s-au dezvoltat rapid noi tehnologii informaționale și de comunicare, astfel încât în centrul dezbaterilor științifice, politice și economice din ultima perioadă a stat apariția și dezvoltarea Societății Informaționale, generatoare de noi oportunități de muncă dar și de schimbări esențiale în ceea ce privește natura muncii și modul de lucru, schimbări comparabile cu cele petrecute în revoluția industrială. În acest context, telelucrul (telemunca) a devenit domeniu strategic din punct de vedere teoretic și practic.
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  12. A Happy Possibility About Happiness (And Other Subjective) Scales: An Investigation and Tentative Defence of the Cardinality Thesis.Michael Plant - manuscript
    There are long-standing doubts about whether data from subjective scales—for instance, self-reports of happiness—are cardinally comparable. It is unclear how to assess whether these doubts are justified without first addressing two unresolved theoretical questions: how do people interpret subjective scales? Which assumptions are required for cardinal comparability? This paper offers answers to both. It proposes an explanation for scale interpretation derived from philosophy of language and game theory. In short: conversation is a cooperative endeavour governed by various maxims (Grice 1989); (...)
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  13. Nudging Scientific Advancement through Reviews.Venkata Rayudu Posina, Hippu Salk K. Nathan & Anshuman Behera - manuscript
    We call for a change-of-attitude towards reviews of scientific literature. We begin with an acknowledgement of reviews as pathways for the advancement of our scientific understanding of reality. The significance of the scientific struggle propelling the putting together of pieces of knowledge into parts of a cohesive body of understanding is recognized, and yet undervalued, especially in empirical sciences. Here we propose a nudge, which is prefacing the insights gained in reviewing the literature with: 'Our review reveals' (or an equivalent (...)
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  14. Was war Generationengerechtigkeit? Eine Aufklärung über Geld und Staatsverschuldung.Maximilian Runge & Maximilian Runge-Segelhorst - manuscript
    Ist die Begrenzung von staatlichen Ausgaben und Haushaltsdefiziten wirklich im Sinne der Generationengerechtigkeit? Wer begreift, wie unser Geldsystem tatsächlich funktioniert, muss diese Frage eindeutig und vehement verneinen.
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  15. The Vacuity of Ludwig von Mises’s Apriorism.Scott Scheall - manuscript
    Ludwig von Mises’s methodological apriorism is frequently attributed to the broader Austrian School of economics, of which, of course, Mises was a prominent member. However, there is considerable controversy concerning the meaning of Mises’s various attempts to justify his apriorism. There are prima facie inconsistencies within and across Mises’s methodological writings that engender massive confusion in the secondary literature. This confusion is aggravated by the fact that Mises’s apriorism cannot be straightforwardly interpreted as an artifact of his historical milieu. Indeed, (...)
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  16. Making interpersonal comparisons of the value of income with a hypothetical auction.Stephen J. Schmidt - manuscript
    Economic policy decisions require comparisons of the gains and losses from policy choices to different people. If those gains can be valued in monetary terms, than all that is needed is a comparison of the value of income to different persons, which can be weights in cost-benefit analysis. An objective comparison of the value of income to different people has been long sought but never found. I propose that when money to be allocated is controlled by a group of people (...)
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  17. Income Inequality: What’s Wrong with It, and What’s Not.Filip Spagnoli - manuscript
    In this paper, I list a number of commonly cited negative effects of high or rising levels of income inequality and examine the literature in order to assess the statistical and empirical evidence in favor of or against the presence and/or strength of those negative effects. Given the prevalence of the topic of income inequality in contemporary political, economic and social discussions, it's important to have a good understanding of the effects of income inequality and to be able to identify (...)
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  18. Causality and Endogenous Structural Change in Economics and History.Josef Taalbi - manuscript
    There is traditionally a division of labor between economics and economic history, the task of economic history being that of studying the evolving constraints of economic mechanisms. Recent theorizing on endogenous structural change challenges this view: if structural change is endogenous to economic mechanisms, any strict division of labor between causal analysis and structural analysis breaks down. Rather such views call for an integration of causal and structural analysis. This paper looks for such a methodology, noting especially the contributions made (...)
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  19. World System Energetics.Stephen I. Ternyik - manuscript
    The Snooks/Panov curve is discussed, concerning the economic history of human societies as energy transduction systems; a first formulization is proposed. World system energetics falls into the scientific context of the mathematics of planet earth & sustainability, futurizing the energy wave patterns of the global village.
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  20. Monetary Science/collected papers.Stephen I. Ternyik - manuscript
    The application of quantum wave theory to the physics of monetary and socio-economic systems is a methodical novelty; these collected papers do document the research process into the workings of the monetary quantum on economic production.
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  21. Quantum Monetary Science.Stephen I. Ternyik - manuscript
    The physical properties of money can better be formulated via the methodical tool of quantum monetary science or monetary quantum theory; this research abstract compiles the key findings.
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  22. STEM education and outcomes in Vietnam: Views from the social gap and gender issues.Quan-Hoang Vuong, Pham Thanh Hang, Tran Trung, Vuong Thu Trang, Nguyen Manh Cuong, Nguyen Phuc Khanh Linh, La Viet Phuong & Manh-Toan Ho - manuscript
    United Nations’ Sustainable Development Goals 4 Quality Education has highlighted major challenges for all nations to ensure inclusive and equitable quality access to education, facilities for children, and young adults. The SDG4 is even more important for developing nations as receiving proper education or vocational training, especially in science and technology, means a foundational step in improving other aspects of their citizens’ lives. However, the extant scientific literature about STEM education still lacks focus on developing countries, even more so in (...)
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  23. Setting the Stage of the Sharing Economy: The Case of Bulgaria.Stela Baltova & Albena Vutsova - forthcoming - In Andrzej Klimczuk, Vida Česnuitytė & Gabriela Avram (eds.), The Collaborative Economy in Action: European Perspectives. Limerick: University of Limerick. pp. 75–89.
    Over the last decade, the phenomenon called collaborative economy or sharing economy gained significant dimensions and crossed many sectors of economic and social life, creating new business models. Despite the growing interest, there is no single concept for its definition, manifestations, impacts and business models, while at the same time, digital platforms have allowed its sophisticated development. The seen emergence of sharing economy in Bulgaria brings out the need to study the phenomenon at the national level, its context, development, stakeholders. (...)
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  24. The Well-Ordered Society under Crisis: A Formal Analysis of Public Reason vs. Convergence Discourse.Hun Chung - forthcoming - American Journal of Political Science:1-20.
    A well-ordered society faces a crisis whenever a sufficient number of noncompliers enter into the political system. This has the potential to destabilize liberal democratic political order. This article provides a formal analysis of two competing solutions to the problem of political stability offered in the public reason liberalism literature—namely, using public reason or using convergence discourse to restore liberal democratic political order in the well-ordered society. The formal analyses offered in this article show that using public reason fails completely, (...)
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  25. In Defense of the Post-Work Future: Withdrawal and the Ludic Life.John Danaher - forthcoming - In Michael Cholbi & Michael Weber (eds.), The Future of Work, Technology, and Basic Income. New York: Routledge. pp. 99-116.
    A basic income might be able to correct for the income related losses of unemployment, but what about the meaning/purpose related losses? For better or worse, many people derive meaning and fulfillment from the jobs they do; if their jobs are taken away, they lose this source of meaning. If we are about the enter an era of rampant job loss as a result of advances in technology, is there a danger that it will also be an era of rampant (...)
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  26. Listen Libertarians!: A Review of John Tomasi's Free Market Fairness. [REVIEW]David Ellerman - forthcoming - Journal of Economic Issues.
    John Tomasi's new book, Free Market Fairness, has been well-received as "one of the very best philosophical treatments of libertarian thought, ever" and as a "long and friendly conversation between Friedrich Hayek and John Rawls—a conversation which, astonishingly, reaches agreement". The book does present an authoritative state-of-the-debate across the spectrum from right-libertarianism on the one side to high liberalism on the other side. My point is not to question where Tomasi comes down with his own version of "market democracy" as (...)
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  27. Arthur M. Diamond, Jr., Openness to Creative Destruction Sustaining Innovative Dynamism. Oxford: Oxford UP, 2019. [REVIEW]Kelly Kate Evans - forthcoming - Journal of Value Inquiry:1-12.
    The Pfizer-BioNTech coronavirus vaccine is 90 percent effective in protecting against COVID-19. It would not have been possible without the tireless effort of Professor Katalin Karikó, a scientific innovator fitting the mold of dynamic inventor Arthur Diamond presents in his book, Openness to Creative Destruction Sustaining Innovative Dynamism. Not only did Professor Karikó persist in her beliefs in the therapeutic potential of synthetic messenger RNA over the course of four decades, but she did so despite the criticisms of other scientists (...)
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  28. Economics of NHS Cost-Saving and its Morality on the 'Living-Dead'.Emerson Abraham Jackson - forthcoming - Journal of Heterodox Economics.
    This article was championed in view of the notion of (perceived) economic rationalisation which seem to be the foremost of patients' care in the NHS as opposed to addressing distress to their existing well-being, while in a state of being tormented with agonising news of prolonged ill health. Serious consideration is given to addressing the need to rationalise resources in ensuring the long standing history of the NHS' free health care is critically addressed, but not in a way that destroys (...)
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  29. Securing Political Accountability to Future Generations with Retrospective Accountability.Tyler M. John - forthcoming - In Jacob Barrett, Hilary Greaves & David Thorstad (eds.), Essays on Longtermism. Oxford University Press.
    Political short-termism costs the global economy hundreds of billions to trillions of dollars annually, and leads to many millions of deaths from disasters and suboptimal spending. In this paper, I propose a futures assembly explicitly incentivised to promote the interests of future generations as a promising strategy to ameliorate short-termism. The assembly I propose is governed by citizens randomly selected from among the populace, who are rewarded in the future to the extent that they successfully promote the welfare of future (...)
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  30. Book review: Rune Ervik; Tord Skogedal Lindén : Making Of Ageing Policy. Theory and Practice in Europe; and Sarah Harper, Kate Hamblin : International Handbook on Ageing and Public Policy. [REVIEW]Andrzej Klimczuk - forthcoming - Pol-Int.Org.
    A. Klimczuk, Book review: S. Harper, K. Hamblin, International Handbook on Ageing and Public Policy, Edward Elgar, Cheltenham, UK, Northampton, MA 2014 and R. Ervik, T.S. Lindén, The Making of Ageing Policy. Theory and Practice in Europe, Edward Elgar, Cheltenham, UK, Northampton, MA 2013., "Pol-int.org" 2017, https://www.pol-int.org/en/publications/international-handbook-ageing-and-public-policy#r5581.
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  31. In Favor of Mentalism in Economics: A Conversation with Christian List.Christian List & Catherine Herfeld - forthcoming - In Catherine Herfeld (ed.), Conversations on Rational Choice. Cambridge: Cambridge University Press.
    This is an edited transcript of a conversation to be included in the collection "Conversations on Rational Choice". The conversation was conducted in Munich on 7 and 9 February 2016.
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  32. Roots of Corruption: A Christian Philosophical Examination.Domenic Marbaniang - forthcoming - In Paul Cho (ed.), CMS Papers. Union Biblical Seminary.
    At the root of the corruption problem is its moral and economic nature. The economic problem is a moral problem. Modern theories of corruption are usually empirical in nature. However, they are not without their ideological dimensions though in the modern scheme of things, a normative framework is usually not rationally entertained. Empiricism combined with materialism takes on the reins of economies; however, disregard of the spiritual will not bring any lasting solution. A vision of the absolute is needed. There (...)
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  33. An Age-Differentiated Tax on Bequests.Pestieau Pierre & Ponthiere Gregory - forthcoming - In Greg Bognar & Axel Gosseries (eds.), Aging without Agism? Conceptual Puzzles and Policy Proposals. New York: Oxford University Press. pp. 254-266.
    This chapter presents four arguments supporting an age-differentiated tax on bequests, that is, a tax rate on bequests that is varying with the age of the deceased. Whereas those arguments are based on various ethical foundations, and lead to an inheritance tax that can be either increasing or decreasing with the age of the deceased, our comparative analysis leads us to regard one of these arguments as more convincing than the three others: the argument supporting a bequest tax increasing with (...)
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  34. Incentives for Research Effort: An Evolutionary Model of Publication Markets with Double-Blind and Open Review.Mantas Radzvilas, Francesco De Pretis, William Peden, Daniele Tortoli & Barbara Osimani - forthcoming - Computational Economics:1-44.
    Contemporary debates about scientific institutions and practice feature many proposed reforms. Most of these require increased efforts from scientists. But how do scientists’ incentives for effort interact? How can scientific institutions encourage scientists to invest effort in research? We explore these questions using a game-theoretic model of publication markets. We employ a base game between authors and reviewers, before assessing some of its tendencies by means of analysis and simulations. We compare how the effort expenditures of these groups interact in (...)
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  35. Sustainable Monetary Agency.Stephen I. Ternyik - forthcoming
    The nature of sustainable monetary agency is explained in short formulae.
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  36. Influence of Social Media on Consumers' Online Purchasing Habits During: The COVID-19 Pandemic in Pakistan.Muhammad Waseem Akram, Irfan Ahmad Khan & Muhammad Farooq Ahmad - 2023 - International Journal of Management Research and Emerging Sciences 13 (1):197-215.
    Currently, businesses located all over the world are adjusting to a new standard of operation. Customers are encouraged to make their purchases of necessities through the favored e-commerce platform of the organization. For the purpose of marketing web-based enterprises, websites such as Facebook, Twitter, Instagram, and Pinterest are utilized. The purpose of the study was to investigate how the COVID-19 epidemic altered the purchase patterns of Pakistani customers shopping online, with a particular emphasis on the role played by social media. (...)
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  37. Chapter 7 Cryptocurrency, Distributed Ledger Technology and Blockchain Tokens.S. M. Amadae - 2023 - In Sustainable Consumption: Political Economy of Sustainable Food. Otakaari: Aalto University. pp. 199-241.
    This chapter discusses cryptocurrency, distributed ledger technology and blockchain tokens within the context of technological innovation, the history of money and accounting practices, and their multiple functionalities beyond those of standard currencies. This discussion is motivated by the design of cryptocurrencies for specific community needs, and to reflect anti-rival, positive sum value.
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  38. Accounting ensure of business management in the conditions of martial law and Ukraine’s national economic recovery.Maksym Bezpartochnyi - 2023 - Košice: Vysoká škola bezpečnostného manažérstva v Košiciach.
    In this monograph, the authors summarized and supplemented the results of many scientific justifications and developments. Considerable attention is paid to the study of accounting and taxation issues in the context of modern management concepts and risks of martial law in Ukraine.
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  39. Modern trends in digital transformation of marketing & management.Maksym Bezpartochnyi - 2023 - Kosice: Vysoká škola bezpečnostného manažérstva v Košiciach.
    The monograph examines the current trends in the development of digital technologies in marketing, management and business administration. The prospects for the development of digital technologies in various sectors of the economy of Ukraine and the trends of the influence of digital technologies on global shifts in the systems of marketing management and business administration are determined. The transformations of business models in the conditions of the digital economy are analyzed, the impact of blockchain technologies on the development of promising (...)
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  40. Current issues of the management of socio-economic systems in terms of globalization challenges.Maksym Bezpartochnyi, Igor Britchenko & Olesia Bezpartochna - 2023 - Kosice: Vysoká škola bezpečnostného manažérstva v Košiciach.
    The authors of the scientific monograph have come to the conclusion that the management of socio-economic systems in the terms of global challenges requires the use of mechanisms to ensure security, optimise the use of resource potential, increase competitiveness, and provide state support to economic entities. Basic research focuses on assessment of economic entities in the terms of global challenges, analysis of the financial system, migration flows, logistics and product exports, territorial development. The research results have been implemented in the (...)
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  41. Food security: modern challenges and mechanisms to ensure.Maksym Bezpartochnyi, Igor Britchenko & Olesia Bezpartochna - 2023 - Košice: Vysoká škola bezpečnostného manažérstva v Košiciach.
    The authors of the scientific monograph have come to the conclusion that ensuring food security during martial law requires the use of mechanisms to support agricultural exports, diversify logistics routes, ensure environmental safety, provide financial and marketing support. Basic research focuses on assessment the state of agricultural producers, analysing the financial and accounting system, logistics activities, ensuring competitiveness, and environmental pollution. The research results have been implemented in the different decision-making models during martial law, international logistics management, digital audit, agricultural (...)
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  42. Human Resources International Organizations.Olu Cassila - 2023 - Assigment.
    When a company wishes to enter new country, the three major issues can be seen like marketing, sourcing and investment.
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  43. The state of e-commerce industry after Covid-19 pandemic and some development policies.Phuoc Minh Hiep, Ho Thien Thong Minh & Truong Thi Hai Thuan - 2023 - International Journal of Research in Finance and Management 6 (1):1-8.
    The outbreak of the Covid-19 pandemic leads to e-commerce’s explosive growth with brands such as Shopee, Lazada, Tiki, Sendo and The Gioi Di Dong, etc. Since then, e-commerce activities have been going into practice in the life of every Vietnamese person and are constantly developing. The article presents the current situation of the e-commerce industry in recent years through discussion to analyze, evaluate and have a broader perspective on the development of e-commerce, thereby offering some development policies.
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  44. Around Asia in 80 days: Uncovering inter-linked networks in the corporate landscape Keiretsu of Japan.Giang Hoang - 2023 - Sm3D Science Portal.
    This series of short essays aims to describe several conspicuous and well-known examples of such networks, ranging from the Japanese financial keiretsu to the bamboo network in Southeast Asia, from the four big families of Hongkong to more than 5.2 million household-based businesses in Vietnam.
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  45. Would Banks, King of Capital, Ever Be Dethroned?Giang Hoang - 2023 - Sm3D Portal.
    With the threats from Fintech firms and regulators, would banks ever be dethroned from the crown? The answer to this question yet remains to be examined.
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  46. Non-market economy status in anti-dumping investigations and proceedings: A case study of Vietnam.Pham Duy Anh Huynh - 2023 - Dissertation, Charles Sturt University
    ‘Dumping’ is a practice in international trade whereby a product is introduced into the commerce of another country at less than its ‘normal value,’ which might cause or threaten material injury to the domestic industry of the importing country. To address the practice of dumping and provide rules to deal with it, the World Trade Organization (WTO) adopted the Agreement on Implementation of Article VI of the General Agreement on Tariffs and Trade (1994), known as the Anti-Dumping Agreement (ADA). -/- (...)
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  47. Dialogues concerning Natural Politics: A Modern Philosophical Dialogue about Policymaker Ignorance.Scott Scheall - 2023 - Substack.
    How should we conceive of policymakers for the purposes of political analysis? In particular, if we wish to explain and predict political decisions and their consequences, if we wish to ensure that political action is as effective as it can be, how should we think of policymakers? Should we think of them as they are commonly conceived in traditional political analysis, i.e., as uniquely knowledgeable and as either altruistic (i.e., as motivated to realize goals associated with their constituents’ interests) or (...)
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  48. Plastic waste pollution and households’ responses in a fast-urbanizing context.Aisdl Team - 2023 - Sm3D Science Portal.
    A group of researchers led by QV Khuc of Hanoi-based Vietnam National University has just published a new paper concerning plastic waste and households’ tackling strategies in Vietnam.
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  49. “Mở đường” cho giao thông Tây Nguyên.Uông Thái Biểu - 2023 - Báo Nhân Dân Online.
    “Mở đường” cho giao thông Tây Nguyên: Trong cuốn sách “Kinh tế Việt Nam-thăng trầm và đột phá” xuất bản gần 20 năm trước, các tác giả đã đưa ra mệnh đề rất quan trọng: “Muốn làm giàu thì phải làm đường”. (Nhân Dân; Thứ hai, ngày 05/12/2022).
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  50. Multidimensional proximities and interorganizational coinnovation performance: The roles of intraorganizational collaboration network inefficiency.Jie Xu, Chongfeng Wang & Yunzhou Cui - 2023 - Frontiers in Psychology 14:1121908.
    In a gradually more interlinked world, the formation of collaborations with partners is increasingly regarded as an important driver for generating innovation. Although multidimensional proximities are important factors influencing interorganizational coinnovation performance, relevant empirical studies have not reached consistent conclusions. By focusing on organizational dyad and including intraorganizational collaboration network inefficiency as a moderating variable, we explore the effects of multidimensional proximities on interorganizational coinnovation performance. By reference to 5G patent data collected in China between 2011 and 2020, the research (...)
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