Digital Commons Network^™

The Impact Of Employee Equity Incentives On Enterprise Innovation Efficiency: From The Perspective Of Granting Restricted Stocks To Employees, Zongjie Ji

Dissertations and Theses Collection (Open Access)

Against the dual backdrop of the in-depth implementation of the innovation-driven development strategy and the continuous deepening of SOE reforms, restricted equity has emerged a mainstream instrument for medium- and long-term employee incentives in Chinese SOEs. However, the underlying mechanisms, effect characteristics, and boundary conditions through which employee restricted equity incentives influence innovation efficiency in SOEs remain to be systematically examined. Drawing on panel data of 4,880 firm-year observation from Chinese A-share SOMEs over the period of 2015-2024, this study develops a direct effect model of “Equity Incentives-Innovation Efficiency” from the perspective of employee restricted equity grants. It further introduces …

Digital Storytelling For Institutional Memories: Lessons From Smuseum, Salihin Mohammed Ali

Research Collection Library

Agenda

• Setting the Context

• Case Study: SMUseum

• Governance & Collaboration

• Insights from Regional Practice

• Practical Takeaways

Deep Learning Approaches For Anti-Money Laundering On Mobile Transactions: Review, Framework, And Directions, Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam

Research Collection School Of Computing and Information Systems

Money laundering is a financial crime that obscures the origin of illicit funds, necessitating the development and enforcement of anti-money laundering (AML) policies by governments and organizations. The proliferation of mobile payment platforms and smart IoT devices has significantly complicated AML investigations. As payment networks become more interconnected, there is an increasing need for efficient real-time detection to process large volumes of transaction data on heterogeneous payment systems by different operators such as digital currencies, cryptocurrencies, and account-based payments. Most of these mobile payment networks are supported by connected devices, many of which are considered loT devices in the FinTech …

Comprehensively Evaluating The Perception Systems Of Autonomous Vehicles Against Hazards, Xiaodong Zhang, Jie Bao, Jianlei Chi, Jun Sun, Zijiang Yang

Research Collection School Of Computing and Information Systems

Perception systems are vital for the safety of autonomous driving. In complex autonomous driving scenarios, autonomous vehicles must overcome various natural hazards, such as heavy rain or raindrops on the camera lens. Therefore, it is essential to conduct comprehensive testing of the perception systems in autonomous vehicles against these hazards, as demanded by the regulatory agencies of many countries for human drivers. Since there are many hazard scenarios, each of which has multiple configurable parameters, the challenges are (1) how do we systematically and adequately test an autonomous vehicle against these hazard scenarios, with measurable outcome; and (2) how do …

Nominal Prices, Retail Investor Participation, And Return Momentum, Jun Du, Dashan Huang, Yu-Jane Liu, Yushui Shi, Avanidhar Subrahmanyam, Huacheng Zhang

Research Collection Lee Kong Chian School Of Business

We employ an identification strategy for retail participation to explore the link between return momentum and investing clientele. This scheme relies on strictly enforced round-lot rules in China, which financially constrain retail investors from participating in stocks with high nominal prices. We find that there is strong momentum in high-priced stocks, but no momentum on aggregate. This result supports the idea that noise trades of retail investors mask momentum, while other, more sophisticated investors contribute to momentum. We validate this notion by showing that retail investors with small (large) portfolios are less (more) prone to participating in stocks with high …

Cylindformer: Image-To-Point Cloud Registration With Cylindrical Transformer, Jingtao Wang, Hao Tang, Yanpeng Sun, Shengfeng He, Zechao Li

Research Collection School Of Computing and Information Systems

Accurate correspondence extraction between distinctive pixel-wise and point-wise features is critical for image-to-point cloud (I2P) registration. Recent efforts leveraging Transformers for I2P feature representation have demonstrated potential, primarily by first capturing intra-modality global contextual dependencies via self-attention, and then learning cross-modality correlations via cross-attention. The strength of vanilla Transformers lies in modeling cross-modality global feature correlations. However, such mechanisms often struggle with the structural disparity between dense image pixels and sparse 3D points, hindering the establishment of fine-grained correspondences. Moreover, global attention may introduce ambiguity, as interactions with many inconsistent regions of intra-modality may degrade feature distinctiveness. To address these …

Private Set Intersection: A Systematic Review, Yunbo Yang, Defan Zhu, Jianting Ning, Qi Feng, Xiaoguo Li, Yuejia Cheng, Guomin Yang, Kui Ren

Research Collection School Of Computing and Information Systems

Various services, such as search engines, are increasingly deployed in cloud-based and distributed systems. However, data are typically managed by trusted servers, making user privacy and data security critical concerns. Private set intersection (PSI) is a powerful cryptographic primitive that enables multiple parties to compute the intersection of their datasets without revealing private inputs. It has been extensively studied over the past two decades, leading to significant gains in computational and communication efficiency. Yet, in many real-world scenarios, revealing the raw intersection may still leak sensitive information. To address this, numerous PSI variants have been developed to meet different application …

Improving Public Transport Through Machine Learning Influence Flow Analysis (Mifa): Southern England Bus Case Study, Benjamin Lee, Wolfgang Garn, Masoud Fakhimi, Nick F. Ryman-Tubb

Research Collection School Of Accountancy

Public transport (PT) is crucial for enhancing the quality of life and enabling sustainable urban development. As part of the UK Transport Investment Strategy, increasing PT usage is critical to achieving efficient and sustainable mobility. This paper introduces Machine Learning Influence Flow Analysis (MIFA), a novel framework for identifying the key influencers of PT usage. Using survey data from bus passengers in Southern England, we evaluate machine learning models. Subsequently, MIFA uncovers that easy payments, e-ticketing, and mobile applications can substantially improve the PT service. MIFA’s implementation demonstrates that strength and importance lead to specific insights into how service characteristics …

Research On The Influence Mechanism Of Digital Transformation On The International Competitiveness Of The Srdi Smes In China, Bo Sun

Dissertations and Theses Collection (Open Access)

With the continuous advancement of digital technologies, the digital economy is increasingly becoming the dominant force in the global economic landscape. Against this backdrop, the digital transformation of China's specialized, refined, distinctive, and innovative (SRDI) small and medium-sized enterprises (SMEs) has transcended beyond mere technological upgrades and evolved into a crucial strategy for these enterprises to build core competitiveness. Despite SRDI SMEs' strong willingness to pursue digital transformation, research is still lacking on how digital transformation efforts translate into international competitiveness Additionally, existing studies on the degree of digitalization have focused on large enterprises or general SMEs, leaving an academic …

Organizational Characteristics And Business Transformation: An Investigation On Corporate Transformation In The Construction Industry, Wei Chen

Dissertations and Theses Collection (Open Access)

Draw on a structural decline in demand triggered by selective real estate industrial policies, this study explores how construction companies drive business transformation through organizational characteristics in environmental uncertainties. Extant research has largely focused on the independent impact of single organizational factors or capabilities on transformation, lacking a systematic exploration of the interactions between organizational characteristics and the external environment. Take a typical construction group as an example, this study adopts a mixed-methods approach, through interviews and questionnaires, to systematically examine the impact of organizational characteristics on business transformation. The key findings are: in environmental uncertainties, an organic organizational structure …

The Role Of Negotiable And Non Negotiable Dimensions In Brand Revitalization: The Case Of Whisky Packaging Design, Liang Wang

Dissertations and Theses Collection (Open Access)

In consumer sectors such as digital appliances, apparel, cosmetics, and food and beverages, the number of brands has grown explosively, intensifying market competition. As the primary touchpoint between brands and consumers, product packaging design directly shapes consumer attitudes. Adjustments to packaging elements can catalyze brand growth but may also trigger trust crises. Although recent studies have explored the role of packaging design in brand revitalization, research remains insufficient regarding its “negotiable” and “non-negotiable” dimensions and the mechanisms through which it influences consumer attitudes.

Drawing on brand life cycle theory, brand image theory, and consumer behavior theory, this dissertation investigates how …

China And International Economic Dispute Settlement: Disaggregating The State, Gregory Shaffer, Ji Li, Henry S. Gao

Research Collection Yong Pung How School Of Law

Most studies take a unitary state-centric approach to assessing China’s relationship with international economic law. In contrast, we provide a more nuanced approach that assesses variation in China’s engagement. We examine the role of different Chinese state and non-state actors, considering their interests, ideological frames, institutional contexts, and relation to state power. We illustrate our analytic framework by examining China’s response to and engagement with international dispute settlement systems in three areas: international commercial arbitration, international trade dispute settlement, and investor–state arbitration. Our approach is important for global cooperation in discrete policy areas so that the West does not ‘other’ …

Optimizing And Fortifying Ai Software Through The Lens Of Artifact Synthesis, Jieke Shi

Dissertations and Theses Collection (Open Access)

Artificial Intelligence (AI) has transformed the software landscape, ushering in a new era of intelligent systems that increasingly shape our daily lives. This transformation is evident in various domains, including Software Engineering (SE), where Large Language Models (LLMs) support many development tools, and control systems, where self-driving cars and autonomous drones rely on deep learning models for real-time decision-making. These AI systems are collectively referred to as AI software, with the former categorized as AI4SE software (AI for Software Engineering) and the latter as AI4Control software (AI for Control). As AI software becomes central to modern computing infrastructure, its reliability …

Dyadic Trust Congruence And Asymmetry: The Mediating Role Of Psychological Needs On Trust And Performance, Hongyin Cai

Dissertations and Theses Collection (Open Access)

This thesis examines how trust congruence and trust asymmetry shape leader-subordinate relationships and how these dynamics influence LTS and subordinate job performance. Trust congruence and trust asymmetry are defined by the degree of alignment between STL and SFT. Drawing on Self-Determination Theory, this study investigates these processes from the subordinate’s perspective using a mixed-method design that integrates qualitative interviews and quantitative analysis.

Results show that subordinate trust in leader (STL), subordinate felt trust (SFT) and leader trust in subordinate (LTS) are three distinct constructs. Trust asymmetry is prevalent, with subordinate often trusting more than they feel trusted. Asymmetry meaningfully shapes …

Enterprise Digital Transformation: An Analysis Of Value Creation From An Operational Perspective, Weiguo Ling

Dissertations and Theses Collection (Open Access)

Digital transformation has become a critical pathway for the manufacturing sector to break through growth bottlenecks and reshape its core competitiveness. However, in practice, a large number of enterprises are trapped in the transformation paradox of a “discrepancy between perceived consensus and actual outcomes”. The core issue lies in the fact that traditional investment evaluation methods struggle to effectively measure the multi-dimensional value created by digitalization. From the perspective of operational management, this study focuses on the mechanisms and evaluation methods of digital value creation in different manufacturing contexts. A four-dimensional Value Evaluation Framework is proposed, comprise of Value Identification, …

Governance-By-Support: Non-Financial Incentive, Agency Costs, And Performance In Overseas Projects, Jixiang Lyu

Dissertations and Theses Collection (Open Access)

As the Belt and Road Initiative continues to advance, multinational corporations from emerging economies have become increasingly reliant on expatriates to oversee overseas project execution, facilitate technology transfer, and manage on-site coordination. However, in contexts characterized by financial constraints, information opacity, and significant geographic and cultural distance, traditional Western models of expatriate management, which emphasize high compensation and tight monitoring, often prove difficult to sustain in practice. In reality, some firms are able to maintain high levels of expatriate commitment and stable overseas project performance even when expatriate compensation is below market levels. This seemingly anomalous phenomenon poses an interesting …

The Impact Of Service Model Innovation Of Woodworking Machinery Equipment Suppliers On Downstream Furniture Industry Enterprises' Competitiveness, Wenquan Jing

Dissertations and Theses Collection (Open Access)

This study examines the impact of service model innovation by woodworking machinery equipment suppliers on the competitiveness of downstream furniture enterprises, focusing on evolving competitive dynamics in equipment manufacturing within the context of service-oriented manufacturing and digital transformation. In the digital economy era, industrial competition is transitioning from traditional product-centric approaches to a value co-creation-oriented paradigm centered on customer value and service capabilities. As a typical equipment manufacturing subsector, the woodworking machinery industry has long relied on equipment sales and after-sales maintenance models that fail to meet downstream furniture enterprises" demands for flexible production, intelligent operation and maintenance, and end-to-end …

Antecedents And Consequences Of Cognitive And Affective Trust In Wealth Management: Impacts On Wealth Manager Selection And Asset Under Management (Aum) Growth, Ting Hsi Chen

Dissertations and Theses Collection (Open Access)

Trust is key to wealth management decision-making; there is little empirical clarity on the relationships between different dimensions of trust and client behavior at each stage of the relationship. Previous works differentiated Cognitive trust, based on perceived competence, and Affective trust, based on relational and emotional connections. Nevertheless, the mechanisms under which these trust dimensions act during the pre- and post-account-opening phases have not yet been thoroughly studied. This research addresses this gap by exploring the stage-dependent influence of Cognitive and Affective trust on the central behavioral outcomes in wealth management.

The approach is a quantitative research based on a …

Gen Z Employees’ Characteristics And Their Impacts On Work Motivation And Outcomes: A Comparative Study Of Private Firms And State-Owned Enterprises In China, Yanfang Zheng

Dissertations and Theses Collection (Open Access)

This study examines the characteristics of Generation Z (Gen Z) employees and investigates how these traits influence work motivation and job-related outcomes within the Chinese organizational context. Specifically, the research compares employees working in state-owned enterprises (SOEs) and private firms, two dominant but structurally distinct organizational forms in China. Drawing upon self-determination theory, generational cohort theory, and organizational behavior literature, the study proposes a conceptual model in which Gen Z characteristics influence job outcomes both directly and indirectly through intrinsic and extrinsic motivation, with organizational type acting as a moderating variable. A quantitative, multi-source survey design was employed. Data were …

The Impact Mechanism Of Low-Carbon Circular Development On Comprehensive Performance: Evidence From Manufacturing Firms, Xuejun Hu

Dissertations and Theses Collection (Open Access)

The advancement of the dual-carbon goals and the deepening of green transformation have positioned the impact of low-carbon circular development on firm performance as a central issue in corporate sustainabilityresearch. Taking Chinese A-share listed manufacturing firms from2007 to2022 as the research sample, this study constructs an indicator systemof firms’ low-carbon circular development from two dimensions—resource utilizationefficiency and emission control efficiency—and assesses comprehensive performance from financial and non-financial metrics. On this basis, the combined weighting–TOPSIS method is employed to measure the levels of low-carbon circular development and comprehensive performance. Amultidimensional fixed-effects panel model is used to examine their relationship. Furthermore, total …

The Impact Of Corporate Social Responsibility On Employees' Work Attitudes And Behaviors, Qian Yuan

Dissertations and Theses Collection (Open Access)

Why do some new employees voluntarily leave within a short period after joining a corporation, while others do not? Drawing on information asymmetry theory and adverse selection theory, this dissertation argues that information asymmetry and adverse selection between job seekers and firms before organizational entry, or during the job search process, are important reasons for new employees’ short-term voluntary turnover. Because corporate social responsibility (CSR) can provide people with information about a firm’s capabilities, willingness, and intentions, this dissertation proposes that firms’ CSR activities can provide job seekers with information about various aspects of the firm. In doing so, CSR …

The Impact Of Job Demands On Work And Family Outcomes Among Healthcare Workers In China: The Moderating Effect Of Gender And Professional Identity Integration (G-Pii) And Communal Orientation, Wei Zhou

Dissertations and Theses Collection (Open Access)

Long work hours, emotional strain, and stress are just a few of the high demands placed on healthcare workers in China, which have led to occupational burnout, tension between job and family, and worse health. This research investigates the relationship between job demands and burnout via the lens of the Job Demands-Resources model and social identity theory, work-family balance, subjective well-being, and career commitment among Chinese healthcare workers. We focus on the moderating roles of gender and professional identity integration (G-PII) and communal orientation. In a two-wave investigation, 317 medical professionals from different Chinese hospitals took part. Hierarchical regression studies …

Research On Characteristics Of The Subsidiary, Business Environment, And Group Control, Xiaoning Yu

Dissertations and Theses Collection (Open Access)

As a crucial pillar in the development of China’s national economy, corporate groups play an irreplaceable role in driving economic growth and promoting industrial upgrading. However, in the management practice of subsidiaries, they have long faced the control dilemma of "tight control leads to stagnation, while excessive decentralization leads to chaos." This study focuses on the fit between subsidiary characteristics, the business environment, and the degree of group control as its core research issue. It aims to uncover the underlying logic of group control in different contexts, providing scientific theoretical support and practical guidance for corporate groups in the new …

How Product Innovation And Process Innovation Impact Product Performance, Wei Wang

Dissertations and Theses Collection (Open Access)

In an increasingly competitive global market characterized by accelerating technological iteration and rapidly evolving consumer demands, innovation has become a critical means for firms to adapt to dynamic changes and achieve competitive advantage. Grounded in dynamic capabilities theory and the resource-based view, this study empirically investigates the mechanisms through which product innovation and process innovation affect product performance, drawing on survey data from 215 products. It further examines the mediating role of product flexibility and the moderating effect of product positioning. The results indicate that both product innovation and process innovation have a significant positive impact on product performance. Product …

A Study On The Relationship Between Traffic Spillover And Rental Rates Of Shopping Centre Stores Based On Consumer Movement Data, Hongjun Zhang

Dissertations and Theses Collection (Open Access)

This study is based on consumer movement trajectory data and examines the relationship between traffic spillover among stores within shopping centres and their rent ratios, responding to the practical limitation that traditional rental pricing mechanisms often overlook the dynamic structure of customer flows. Using micro-level consumer movement data and store rental data from three shopping centres in Shenzhen, Nanjing, and Chongqing, this paper constructs a store transition network reflecting customer movements between stores. Social network analysis is employed to measure stores’ network influence indicators (such as degree centrality, betweenness centrality, and structural holes) as well as traffic spillover indicators derived …

How Do Monetary Incentives Affect Prosocial Behavior Among Gig Workers?—Behavioral Experiments Based On Flashex, Peng Xue

Dissertations and Theses Collection (Open Access)

The gig economy has reshaped labor markets. Motivating mobile, loosely contracted gig workers to engage in prosocial behavior is critical for platform governance. This paper uses a randomized field experiment on FlashEx in comparable Chinese cities to examine how monetary incentives affect delivery workers’ prosocial behavior and related economic outcomes.

The main findings of this study are as follows. First, monetary incentives significantly promote gig workers’ prosocial behavior, effectively increasing both the likelihood and frequency of their participation in altruistic acts. This effect is primarily driven by the “instrumental value” mechanism in the gig economy: the platform’s gold coin rewards, …

Art Pricing And Anti-Corruption Campaigns: Evidence From Repeat Sales Of Chinese Paintings, Yihan Wang

Dissertations and Theses Collection (Open Access)

My dissertation investigates the impact of China’s anti-corruption campaign on the pricing of traditional Chinese paintings, leveraging a unique dataset of repeat sales transactions. Since the 1990s, China’s art market has experienced explosive growth, becoming the world’s largest by 2011. However, this market is characterized by extreme opacity, facilitating elegant bribery (“ya hui” in Chinese), where artworks serve as vehicles for implicit corruption through inflated auctions or disguised gifts to officials. The launch of the "Eight-point Regulation" in December 2012 marked a significant intensification of anti-corruption efforts, raising the critical question of how such political shocks affect asset pricing in …

The New Social Contract For Universities: Designing Higher Education For The 100-Year Life, Lily Kong

Research Collection School of Social Sciences

Dr Lily Kong, president of Singapore Management University, argues that the social contract between universities and society has fundamentally shifted and that higher education must evolve in response. The contract isn’t fraying for the usual reasons. It’s not about Ivory Towers or access as critics often claim. Rather it’s because technology, science and society are changing too fast and people are living much longer. A model built on credentialing 18-22 year olds and sending them off to a lifetime of work is obsolete. As Dr Kong puts it, “Universities can no longer function as institutions for the young only. They …

The Moderating Effects Of Executive Functions: A Multi-Level Analysis Of Daily Stress And Problematic Social Media Use, Wee Qin Ng, Hwajin Yang

Research Collection School of Social Sciences

Mixed findings on the relationship between daily stress and social media use suggest the presence of moderators that buffer this link. Previous longitudinal studies, with assessment intervals from 1 month to 1 year, may not accurately capture daily fluctuations in stress and social media use. To address this gap, we conducted a fine-grained, temporally sensitive 7-day daily-diary longitudinal study investigating the dynamic within-person and between-person associations between daily stress, problematic social media use, and objective screen time. Using a theory-driven approach, we examined whether executive functions (EF)—a set of cognitive processes crucial for goal-directed behaviors—moderate the link between daily stress …

How Intellectual Humility Enhances Affective Well-Being: Daily Diary Studies On The Mediating Roles Of Daily Uplift And Stressor Exposure, Ysabel A. Guevarra, K. T. A. Sandeeshwara Kasturiratna, Andree Hartanto, Eddie M. W. Tong, Verity Y. Q. Lua, Nadyanna M. Majeed

Research Collection School of Social Sciences

Objective: While intellectual humility has gained increasing prominence as a cognitive construct, its implications for affective well-being remain less understood. Method: The present paper draws on 7-day daily diary datasets (Study 1: Nparticipants=253, Nobservations=1721; Study 2: Nparticipants=485, Nobservations=3218) to examine how trait intellectual humility relates to daily positive and negative affect during uplifting and stressful events. We also tested potential mechanisms underlying the link between intellectual humility and affective well-being by examining whether intellectual humility moderates affective reactions to daily events or whether it indirectly enhances affective well-being by influencing the frequency of daily uplift and stressor exposure. Results: Across …