Digital Commons Network^™

Global Data Flows X ‘Digital Trade Law’: Instruments, Institutions, And Infrastructures, Craig Atkinson

Centre for Digital Law

With a vision to become the ‘premier law and technology research centre in Asia’ and combine law, computer science, and digital humanities scholarship, the digital economy is one of four clusters of focus under the recently established Singapore Management University (SMU) Centre for Digital Law (CDL) at the Yong Pung How School of Law (YPHSL).

To investigate digital economy-related issue areas in collaboration with the University of Lucerne’s Trade Law 4.0 project, the forthcoming white paper ‘Data Free Flow with Trust (DFFT): Cross-Border Cooperation and Digital Trade on the Edge’ opens with a provocative statement: Globally, ‘economic governance’ is becoming …

Green Regionalism In World Trade Law, Pasha L. Hsieh

Research Collection Yong Pung How School Of Law

Multifaceted geopolitical conflicts have led to disruptions in the trade regime and multilateral negotiations. As a paradigm shift, green regionalism has emerged as a new normative process for regional economic frameworks to integrate and operationalize environmental sustainability. The article offers the first interdisciplinary analysis of green regionalism in world trade law. It argues that green regionalism, which has evolved amid various waves of global regionalism, constructs the normative foundation for 'Trade and Sustainability 2.0'. The article employs the concept of recognition in international relations to unveil the motivations and actions of major states in catalyzing green regionalism. Legal and political …

Impact Of Team Power Disparity On Team Performance: The Role Of Team Power Legitimacy, Teamwork, And Team Power Distance, Yong Ren

Dissertations and Theses Collection (Open Access)

This study explores the mechanism by which team power disparity affects team efficacy, specifically analyzing the impact of team power disparity on team performance through a sequential mediating mechanism, which consists of team members’ perceptions of power legitimacy first and then team cooperation. Moreover, this study examined the boundary moderating role of team power distance in the impacts of team power disparity on team power legitimacy, as well as its subsequent impact on team cooperation and team performance. Through analyzing multi-timepoint data collected from 76 teams, the study found that team power disparity negatively affected team power legitimacy, thereby reducing …

How Can Chinese Culture Go Abroad? Evidence From Successful Establishment Of Chinese Academic Foreign Translation Projects, Tian Lan

Dissertations and Theses Collection (Open Access)

Compared to Chinese economy scale, the global understanding and recognition of Chinese culture are quite superficial, it is crucial to promote Chinese culture go abroad through academic exchanges between China and other countries. This study explores and validates the relationship and applicability of Chinese culture “Going Global” based on the translation project of Chinese academic works. Through case analysis and the development of data models, it aims to provide theoretical guidance and practical tools for relevant institutions and individuals.

The study begins with qualitative research on cases, describing and analyzing typical examples to demonstrate how Chinese Academic Translation (CAT) projects …

The Effect Of Human Resource Business Partners' Power On Business Managers' Work Outcomes: The Mediating Role Of Voice, Wei Liu

Dissertations and Theses Collection (Open Access)

As a fundamental construct in social sciences, power is defined as an ability to influence others’ behavior to pursue one’s own interests, which affects the work outcomes of individuals within the organizations. The main purpose of Human Resource Business Partners (HRBPs) is to cooperate with business managers to achieve work outcomes, but in practice, HRBPs are often positioned differently in different organizations due to the lack of a precise definition of HRBPs, so their support to business managers is different. In-depth research on the power and influence of HRBPs can provide theoretical guidance for enhancing the internal work outcomes within …

Older People's Consumption Decisions On Technological Products From A Time Perspective, Xiaowei Huang

Dissertations and Theses Collection (Open Access)

The Silver Wave and the Technological Wave are leading social changes in the 21st century. Globally, aging populations have become increasingly dependent on technology. Smart health devices, smart home gadgets, and mental health tools can improve older adults' quality of life, enhance health management, and promote social interaction. Smart products, incorporating artificial intelligence (AI), offer enhanced support for older adults, ranging from remote health monitoring to social companionship. The improvement in AI technology, in turn, expands the potential of technological products to address older consumers’ physical and emotional needs. However, most existing studies don't address deeper personality traits such as …

Parallel Ethnic Identity Development Of Mexican-Origin Adolescents And Mothers Under The Influence Of Neighborhood Latinx Concentration And Ethnic-Racial Diversity, Hin Wing Tse, Jinjin Yan, Lester Sim, Minyu Zhang, Wen Wen, Jiaxiu Song, Su Yeong Kim

Research Collection School of Social Sciences

Co-ethnic or ethnically-racially diverse neighborhoods can serve as safe and supportive places for U.S. immigrant families to explore and develop clarity about their ethnic identity. Although parents undergo concurrent changes in the adaptation process with their children, existing research has predominantly focused on adolescents, with fewer examination on adult parents’ continued ethnic identity development; additionally, researchers also overlook the impact of neighborhood context on ethnic identity in parents. To fill this gap, this registered study used a three-wave longitudinal dataset of 595 Mexican-origin adolescents and their mothers in central Texas. Latent growth models were used to estimate how ethnic identity …

China, Feminism, And The Legacy Of Confucius, Sor-Hoon Tan

Research Collection School of Social Sciences

As the double burden of paid work and family demands leads Chinese women to think twice about marriage and children, we can rush to blame Confucianism’s sexism. But this is a mistake, writes Sor-hoon Tan. We need to separate Confucian philosophy from the oppressive patriarchal norms of its time. Confucian values of care and cultivation can enrich today’s feminism and support equal opportunities for all.

Fuzzing Drones For Anomaly Detection: A Systematic Literature Review, Vikas Kumar Malviya, Wei Minn, Lwin Khin Shar, Lingxiao Jiang

Research Collection School Of Computing and Information Systems

Drones, also referred to as Unmanned Aerial Vehicles (UAVs), are becoming popular today due to their uses in different fields and recent technological advancements which provide easy control of UAVs via mobile apps. However, UAVs may contain vulnerabilities or software bugs that cause serious safety and security concerns. For example, the communication protocol used by the UAV may contain authentication and authorization vulnerabilities, which may be exploited by attackers to gain remote access over the UAV. Drones must therefore undergo extensive testing before being released or deployed to identify and fix any software bugs or security vulnerabilities. Fuzzing is one …

A Review Of Chinese Sentiment Analysis: Subjects, Methods, And Trends, Zhaoxia Wang, Donghao Huang, Jingfeng Cui, Xinyue Zhang, Seng-Beng Ho, Erik Cambria

Research Collection School Of Computing and Information Systems

Sentiment analysis has emerged as a prominent research domain within the realm of natural language processing, garnering increasing attention and a growing body of literature. While numerous literature reviews have examined sentiment analysis techniques, methods, topics and applications, there remains a gap in the literature concerning thematic trends and research methodologies in sentiment analysis, particularly in the context of Chinese text. This study addresses this gap by presenting a comprehensive survey dedicated to the progression of research subjects, methods and trends in sentiment analysis of Chinese text. Employing a framework that combines keyword co-occurrence analysis with a sophisticated community detection …

Label Correlated Contrastive Learning For Medical Report Generation, Xinyao Liu, Junchang Xin, Bing Tian Dai, Qi Shen, Zhihong Huang, Zhiqiong Wang

Research Collection School Of Computing and Information Systems

Background and Objective: Automatic generation of medical reports reduces both the burden on radiologists and the possibility of errors due to the inexperience of radiologists. The model that utilizes attention mechanism and contrastive learning can generate medical reports by capturing both general and specific semantics. However, existing contrastive learning methods ignore the specificity of medical data, that is, a patient may suffer from multiple diseases at the same time. This means that the lack of fine-grained relationships for contrastive learning will lead to the problem of insufficient specificity. Methods: To address the above problem, a label correlated contrastive learning method …

Don’T Complete It! Preventing Unhelpful Code Completion For Productive And Sustainable Neural Code Completion Systems, Zhensu Sun, Xiaoning Du, Fu Song, Shangwen Wang, Mingze Ni, Li Li, David Lo

Research Collection School Of Computing and Information Systems

Currently, large pre-trained language models are widely applied in neural code completion systems. Though large code models significantly outperform their smaller counterparts, around 70% of displayed code completions from Github Copilot are not accepted by developers. Being reviewed but not accepted, their help to developer productivity is considerably limited and may conversely aggravate the workload of developers, as the code completions are automatically and actively generated in state-of-the-art code completion systems as developers type out once the service is enabled. Even worse, considering the high cost of the large code models, it is a huge waste of computing resources and …

Flowing Together Or Alone: Impact Of Collaboration In The Metaverse, Fiona Fui-Hoon Nah, Brenda Eschenbrenner, Langtao Chen

Research Collection School Of Computing and Information Systems

The metaverse is the next-generation Internet (Web3) that facilitates social connections and collaborations in a virtual world environment. Given the potential of the metaverse to provide more satisfying and effective means of remote collaborations, exploring the possibility of leveraging the metaverse for these endeavors is warranted. Therefore, an important question to address is whether greater engagement occurs when tasks are completed collaboratively versus individually in the metaverse. We address this question by drawing on flow and transportation theories to hypothesize the effect of carrying out a creative task in the metaverse collaboratively versus alone on one's cognitive absorption, a contextually …

Diaspora Politics And A Rising China: Ambivalent Ties Amid Geopolitical Changes, Jiaqi M. Liu

Research Collection School of Social Sciences

Over the past decade, the rise of China on the global stage has witnessed the emergence of members of the Chinese diaspora as new meso-level actors in mediating Sino-Western relations. As part of China’s burgeoning “public diplomacy” around the globe, Chinese migrants organize cultural events to establish grassroots and semi-official exchanges between China and the West. This chapter provides a state-of-the-art examination of so-called “diasporic public diplomacy” whereby the Chinese diaspora plays an increasingly important role in promoting China’s soft power abroad. Based on long-term fieldwork in a prominent emigrant community, I analyse how Chinese national policies envision two specific …

A Power Dependence Model Of The Impact Of Leader Impostorism On Supervisor Support And Undermining: The Moderating Role Of Power Distance, Xueqi Wen, Zihan Liu, Feng Qiu, Keith Leavitt, Xingyu Wang, Ziyang Tang

Research Collection Lee Kong Chian School Of Business

Leaders, often perceived as possessing exceptional confidence and competence, are not immune to feelings of self-doubt. Leader impostorism describes the experience that one’s attributes, experiences, skills, and abilities fall short of the standards expected in the leadership role, resulting in a sense of deception in fulfilling leadership responsibilities. While existing research has examined the antecedents and individual outcomes of leader impostorism, its implications for leaders’ treatment of subordinates remain largely unexplored. In this research, we investigate the downstream consequences of leader impostorism on behaviors directed toward subordinates. Integrating research on leader impostorism with power dependence theory, we propose that for …

Seeking New Ground For Managing: An Introduction To The Special Issue On “Awakening To Ourselves, One Another, And The Earth: Awareness Practices And Systems Change”, Kathryn Goldman Schuyler, Lemuel W. Watson, Jochen Reb

Research Collection Lee Kong Chian School Of Business

We have created this special issue of the Humanistic Management Journal to explore how the interdependence of humans with one another and the Earth is supported by awareness-based systems change. Together, over a period of many months, we as an editorial team developed the focus and description of what we sought to bring together. The combined research, projects, and practices discussed here respect both science and spiritual traditions as sources of knowledge. The articles are intended to contribute to dialogue and actions that yield meaningful participation of all peoples and help readers see new possibilities for a healthy Earth. We …

Will Labubu Be A Keeper Like Hello Kitty And Pokémon?, Hannah H. Chang, Joy Zhang

Research Collection Lee Kong Chian School Of Business

In a commentary, SMU Associate Professor of Marketing Hannah Chang and Joy Zhang, a student from United World College of South East Asia, explored the unique qualities that enable certain toy fads to transcend trends and become cultural icons. They also examined the rising popularity of Labubu, offering insights into whether it has the potential to achieve enduring icon status comparable to the likes of Hello Kitty.

Charge Your Clients: Payable Secure Computation And Its Applications, Cong Zhang, Liqiang Peng, Weiran Liu, Shuaishuai Li, Meng Hao, Lei Zhang, Dongdai Lin

Research Collection School Of Computing and Information Systems

The online realm has witnessed a surge in the buying and selling of data, prompting the emergence of dedicated data marketplaces. These platforms cater to servers (sellers), enabling them to set prices for access to their data, and clients (buyers), who can subsequently purchase these data, thereby streamlining and facilitating such transactions. However, the current data market is primarily confronted with the following issues. Firstly, they fail to protect client privacy, presupposing that clients submit their queries in plaintext. Secondly, these models are susceptible to being impacted by malicious client behavior, for example, enabling clients to potentially engage in arbitrage …

Bogging Down Investors: An Unintended Consequence Of Litigation Risk, Siwen Fu, Ke Wang, Liandong Zhang, Liu Zheng

Research Collection School Of Accountancy

Securities litigation risk is a well-recognized yet underexplored source of financial reporting complexity or unreadability. This study examines the effect of litigation risk on the readability of corporate financial reports. The 1999 Silicon Graphics Inc. (SGI) court ruling unexpectedly reduced litigation risk for firms within the Ninth Circuit Court’s jurisdiction. Using a difference-in-differences design centered on the SGI court ruling, we find that, while the readability of financial reports generally declines over the sample period, treated firms in the Ninth Circuit experience a comparatively smaller decline in readability than control firms in other states after the ruling. Put differently, treated …

The Vietnam War And The Regional Context, Wen-Qing Ngoei

Research Collection School of Social Sciences

This chapter traces Southeast Asia’s overall pro-U.S. trajectory from before and through the American war in Vietnam, a process in which the region’s anticommunist nationalists collaborated with the United States and Britain to gain, and remain in, power. Between the late 1940s through the early 1960s, indigenous anticommunist elites in Thailand and the Philippines rose to political dominance with U.S. assistance; in Malaya and Singapore they did so with British support. The United States and Britain, with their Malayan and Singaporean allies, would influence developments within Indonesia that precipitated the Indonesian Army’s rightwing coup of 1965, a transformative event that …

Exploring The Impact Of Collaboration Processes On Policy Networks Success: A Case Study Of Food Policy Councils, Beomgeun Cho, In Hae Noh, April M. Roggio, Luis Felipe Luna-Reyes

Research Collection School of Social Sciences

Innovative forms of collaborative governance have evolved to address a diversity of wicked problems. Collaboration processes involved in these forms of governance appear to have a paradoxical nature, where the necessary inclusiveness and diversity of actors may also be important obstacles for a successful collaboration. We apply theories of collaborative and network governance, and fuzzy-set Qualitative Comparative Analysis, to explore the impact of collaboration process characteristics (network density, diversity, inclusion and participation) on 12 food policy councils. Our findings suggest that collaborative arrangements where diverse stakeholders have equal and inclusive access to active deliberation constitute one path to effective outcomes.

Interactive Effects Of Intrasexual Competitiveness, Same-Sex Competition, And Physical Attractiveness On Temporal Discounting, Jose C. Yong, Indra Alam Syah Aziz, Hualin Xiao, Norman P. Li

Research Collection School of Social Sciences

Studies have shown that men discount the future and prefer immediate-but-smaller over delayed-but-larger rewards when exposed to mating opportunities (e.g., attractive opposite-sex targets) or threats (e.g., same-sex competition) whereas women's discounting in response to similar cues appears mixed, suggesting that mating-motivated discounting is primarily a male phenomenon. Importantly, this line of research has not yet examined the role of individual difference variables as well as how the attractiveness of potential mates and perceptions of competition jointly influence discounting rates. We conducted a novel test of the effect of trait intrasexual competitiveness (ISC) using dating profiles varying on target attractiveness and …

Discontent In The World City Of Singapore, Gordon Tan, Jessie P. H. Poon, Orlando Woods

Research Collection College of Integrative Studies

A burgeoning literature on ‘left behind’ places has emerged that captures the backlash against globalisation and highlights the locales that lag world cities. This paper integrates the ‘left behind’ and world cities literatures through the lens of discontent in the context of Singapore, using sentiment analysis and topic modelling as well as interviews with local professionals to unpack the multidimensional aspects of discontent. Focusing on the Singapore–India Comprehensive Economic Cooperation Agreement that spurred discontent directed at foreign Indian professionals, we show that the worlding generated by transnational flows has accentuated intra-urban inequality through racialisation and spatialisation of financial business and …

China's Global Leadership Aspirations And Domestic Support For Climate Policy, Chen Xiang, Terry Van Gevelt

Research Collection College of Integrative Studies

In recent years, China has pivoted towards a global leadership role in mitigating and adapting to climate change. Notwithstanding the complex political economic reasons underlying China's global leadership aspirations, we are interested in seeing whether the associated national discourse championed by the state increases domestic support for climate policy. That is, do China's international leadership aspirations foster a unifying sense of national pride among the domestic population, thereby lending support to the legitimacy of the state and expediting the implementation of costly domestic climate policies? To test our hypothesis, we enumerated a vignette experiment embedded with conjoint analysis to a …

Book Review: The Malayan Emergency: Revolution And Counterinsurgency At The End Of Empire By Karl Hack, Wen-Qing Ngoei

Research Collection College of Integrative Studies

This book review critiques the scholarly contributions of historian Karl Hack's new book on the Malayan Emergency.

Is Common Behavior Considered Moral? The Role Of Perceived Others' Motives In Moral Norm Inferences And Motivation About Environmental Behavior, Kimin Eom, Bryan Kwok Cheng Choy

Research Collection School of Social Sciences

The present research examines how inferences about moral norms from descriptive norms change by perceptions of others' motives in the context of environmental behavior. When individuals think that many others engage in an environmental behavior (e.g., water and energy conservation) for prosocial (vs. proself) motives, they infer moralization about the behavior in a given context. They infer stronger injunctive norms about the behavior and expect others to experience moral outrage at violation of the moral standard (e.g., wasting water and energy). The moral norm perceptions predict people's motivation to engage in environmental behavior themselves. We further show that expected guilt …

Umbrella Review Of Meta-Analyses On The Risk Factors, Protective Factors, Consequences And Interventions Of Cyberbullying Victimization, K. T. A. Sandeeshwara Kasturiratna, Andree Hartanto, Crystal H. Y. Chen, Eddie M. W. Tong, Nadyanna M. Majeed

Research Collection School of Social Sciences

The increasing prevalence of cyberbullying victimization has become a commonplace issue globally. Although research has explored various predictors and consequences of cyberbullying victimization, most focus on a narrow range of variables or contexts, highlighting the need to comprehensively review and synthesize the wealth of empirical findings. We conducted a systematic review of meta-analyses on cyberbullying victimization, incorporating 56 meta-analyses and 296 effect sizes (sample size range 421–1,136,080, sample size median 53,183; searched via EBSCOhost ERIC, EBSCOhost PsycInfo, PubMed, Scopus, Web of Science, 13 cyberbullying-related journals, Google Scholar and ProQuest Dissertations and Theses) to address the following critical questions: (1) What …

Understanding Sociability Through Mandevillean Pride: Comments On Robin Douglass's Mandeville's Fable, Antong Liu

Research Collection School of Social Sciences

There is ‘a tendency to evaluate philosophical theories of human nature as more accurate or adequate when they are more attractive or flattering, not when they are more truthful,’ claim two contemporary moral psychologists (Flanagan and Hu 2011: 312). While this tendency may not be as widely shared as these scholars expect, the flip side of their claim indeed captures a factual truth: philosophers seldom avoid attacks on their theories and even their personalities when they insiston exposing the dark side of human nature. Indeed, not all philosophers attacked for this reasonlose their popularity, as numerous readers of Machiavelli and …

No Consistent Evidence For Between- And Within-Person Associations Between Objective Social Media Screen Time And Body Image Dissatisfaction: Insights From A Daily Diary Study, Adalia Y. H. Goh, Andree Hartanto, K. T. A. Sandeeshwara Kasturiratna, Nadyanna M. Majeed

Research Collection School of Social Sciences

With the abundance of social media content that promotes unrealistic beauty standards, there are growing concerns about the potential negative impact of social media use on body image satisfaction. While some studies highlight negative associations, others present null effects, pointing to methodological limitations like biased and unreliable self-reported screen time measures and a focus on singular platforms. Addressing these gaps, our study employed a daily diary method to objectively measure social media screen time across six major platforms (Twitter, Reddit, TikTok, YouTube, Instagram, and Facebook), alongside daily body image dissatisfaction among 252 young adults (Mage = 21.67 years, 67.77% female) …

Learning By Teaching With Deliberate Errors Promotes Argumentative Reasoning, Sarah Shi Hui Wong

Research Collection School of Social Sciences

Reasoning and arguing well lies at the core of thinking and constructing knowledge about complex, controversial issues. Leveraging the techniques of learning by teaching and deliberate erring, the present study developed and tested a novel intervention—learning by misteaching—to boost argumentative reasoning. University students (N = 208) were trained on argumentation strategies and studied a dual-position argumentative text on a controversial topic using one of three learning methods: notetaking, correct teaching, or misteaching. The notetaking group prepared to be tested and wrote study notes while generating good arguments about the topic, whereas both teaching groups prepared to teach and wrote a …