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Full-Text Articles in Business

Can Financial Literacy Enhance Esg Disclosures?, Xiaoran Jia, Kiridaran Kanagaretnam, Kiat Bee Jimmy Lee, Chee Yeow Lim Apr 2026

Can Financial Literacy Enhance Esg Disclosures?, Xiaoran Jia, Kiridaran Kanagaretnam, Kiat Bee Jimmy Lee, Chee Yeow Lim

Research Collection School Of Accountancy

Using an international sample of firms and two country-level measures of financial literacy, we find robust evidence of a positive relation between financial literacy and firms' Environmental, Social and Governance (ESG) disclosures. In cross-sectional analyses, we find that the effect of financial literacy in enhancing ESG disclosures is more prominent in poorer information environments, weaker legal institutions and weaker ESG reporting environments. Lastly, we find that financial literacy also enhances ESG performance. Our study contributes to and extends the literature by providing strong evidence that citizens' financial literacy enhances firms' ESG disclosure and the associated ESG performance.


The Impact Of Employee Equity Incentives On Enterprise Innovation Efficiency: From The Perspective Of Granting Restricted Stocks To Employees, Zongjie Ji Mar 2026

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 …


Research On The Influence Mechanism Of Digital Transformation On The International Competitiveness Of The Srdi Smes In China, Bo Sun Mar 2026

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 Mar 2026

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 Mar 2026

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 …


Nominal Prices, Retail Investor Participation, And Return Momentum, Jun Du, Dashan Huang, Yu-Jane Liu, Yushui Shi, Avanidhar Subrahmanyam, Huacheng Zhang Mar 2026

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 …


Can’T Get Work Off My Mind: The Effect Of Nonwork Goal Reflection On After-Work Rumination And Well-Being, Trevor A. Foulk, Min-Hsuan Tu, Michael Schaerer, Amber Johnson Mar 2026

Can’T Get Work Off My Mind: The Effect Of Nonwork Goal Reflection On After-Work Rumination And Well-Being, Trevor A. Foulk, Min-Hsuan Tu, Michael Schaerer, Amber Johnson

Research Collection Lee Kong Chian School Of Business

Many employees lament that their inability to stop ruminating about work during nonwork time is one of their most significant work-related challenges, yet limited research has articulated actionable strategies to address this issue on a day-to-day basis. Integrating goal shielding theory with rumination theory, our model introduces nonwork goal reflection as a deliberate behavioral intervention employees can engage in to curtail work-related rumination, in a way that facilitates well-being during nonwork time. Specifically, we argue that engaging in nonwork goal reflection—where employees intentionally reflect on nonwork goals to be completed during their nonwork time—can curtail work-related rumination and is associated …


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 Mar 2026

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 …


Dyadic Trust Congruence And Asymmetry: The Mediating Role Of Psychological Needs On Trust And Performance, Hongyin Cai Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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 Mar 2026

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, …


Institutional Cross-Ownership Of Peer Firms And Revelatory Price Efficiency, Young Jun Cho, Holly I. Yang, Yue Zhao Mar 2026

Institutional Cross-Ownership Of Peer Firms And Revelatory Price Efficiency, Young Jun Cho, Holly I. Yang, Yue Zhao

Research Collection School Of Accountancy

We argue that cross-ownership increases the amount of private information in stock price, enhancing the ability of stock price to provide feedback to managers. Consistent with this argument, we find greater cross-ownership heightens a firm’s investment-q sensitivity. This effect is stronger for firms with a lower propensity for voluntary disclosure and for firms whose managers hold less private information. Furthermore, we find that cross-ownership is negatively associated with the sensitivity of a firm’s investment to its peers’ stock prices. Additionally, cross-ownership has a stronger impact on the investment-q sensitivity when measured among investors who trade more actively the firm’s shares. …


Does Ethnicity Similarity Affect Analyst Forecasts?, Zichen Tian Mar 2026

Does Ethnicity Similarity Affect Analyst Forecasts?, Zichen Tian

Dissertations and Theses Collection (Open Access)

I examine whether ethnicity similarity between sell-side analysts and corporate senior officers shapes analysts’ forecasting behavior. The baseline results show that ethnicity similarity is associated with higher forecast frequency and larger initial forecast errors. Importantly, I find that the larger initial forecast error associated with ethnicity similarity comes from overestimation and disappears for analysts’ last forecasts, consistent with bias coming from innate favoritism and dissipating as public information accumulates within the fiscal year. However, the market does not discount coethnic analysts’ first forecast revisions and reacts more strongly to their last forecast revisions within the fiscal year, suggesting that investors …


A Closer Look At The Innovator: The Interplay Between Divergent And Convergent Processes Of Self-Regulation, Ronald Bledow, Hye Jung Eun, Lien Vossaert Mar 2026

A Closer Look At The Innovator: The Interplay Between Divergent And Convergent Processes Of Self-Regulation, Ronald Bledow, Hye Jung Eun, Lien Vossaert

Research Collection Lee Kong Chian School Of Business

Creativity and innovation are essential for modern organizations. While abundant research has helped to better understand creativity in everyday work life, considerably less attention has been paid to how individuals achieve creative performance during the implementation of innovation projects. We articulate a dialectical interplay between divergent and convergent processes of self-regulation that supports creative performance in innovation projects. We propose that a divergent exploration orientation contributes to creative performance by inducing a broad search for novelty and by stimulating iteration—repeated cycles of experimentation and refinement. Convergent processes of self-regulation—outcome focus and planning—strengthen the relationship between divergent processes and creative performance. …


Joint Capacity Allocation And Job Assignment Under Uncertainty, Peng Wang, Yun Fong Lim, Gar Goei Loke Mar 2026

Joint Capacity Allocation And Job Assignment Under Uncertainty, Peng Wang, Yun Fong Lim, Gar Goei Loke

Research Collection Lee Kong Chian School Of Business

We study a multi-period joint capacity allocation and job assignment problem. The goal is to simultaneously allocate resources across J different supply nodes and assign jobs from I different demand origins to these J supply nodes, so as to maximize the reward for matching or minimize the cost of failure to match. We consider three features: (i) supply is replenishable after some random time, (ii) demand is random, and (iii) demand can wait and needs not be fully fulfilled immediately. Such problems emerge in many service management settings such as fleet re-positioning for car-sharing, and patient management in healthcare. We …


Interest Fit Beyond The Riasec: The Comprehensive Assessment Of Basic Interests-O*Net (Cabin-Net), Chu Chu, Kevin A. Hoff, Zihan Liu, Nicholas F. Heimpel, Anthony Greco, Frederick L. Oswald, James Rounds Mar 2026

Interest Fit Beyond The Riasec: The Comprehensive Assessment Of Basic Interests-O*Net (Cabin-Net), Chu Chu, Kevin A. Hoff, Zihan Liu, Nicholas F. Heimpel, Anthony Greco, Frederick L. Oswald, James Rounds

Research Collection Lee Kong Chian School Of Business

Over the past half-century, Holland’s RIASEC model has dominated vocational interest research. Although the RIASEC categories effectively capture general occupational themes, their breadth obscures meaningful variability across underlying basic interests, which are more refined interest scales. In this research, we adapted the Comprehensive Assessment of Basic Interests (CABIN; Su et ., 2019) to be used alongside O*NET for assessing interest fit, resulting in the 60-item CABIN-NET that measures 20 basic interest scales organized under RIASEC domains. In Study 1, we refined items for the CABIN-NET using a nationally representative adult sample (N = 768). In Studies 2 and 3, we …


Global Value Chains And Economic Inequality, Vivek Soundararajan, Ari Van Assche, Hari Bapuji, Gokhan Ertug Mar 2026

Global Value Chains And Economic Inequality, Vivek Soundararajan, Ari Van Assche, Hari Bapuji, Gokhan Ertug

Research Collection Lee Kong Chian School Of Business

In their inaugural editorial, Van Assche and De Marchi (2024) argued that meaningful progress in international business policy requires a more fine-grained understanding of how private international business practices intersect with public policy objectives. This editorial builds on that insight by applying it to a critical yet still underexplored issue – one on which we hope to see more research in this journal: the role of multinational enterprises (MNEs) and global value chains (GVCs) in shaping economic inequality within developing economies. Decisions related to sourcing, contracting, and GVC governance are inherently distributional rather than neutral, with important implications for how …


Collaborative Work Management Technologies And Managerial Intensity In U.S. Corporations: An Examination, Piyush Gulati, Arianna Marchetti, Phanish Puranam Mar 2026

Collaborative Work Management Technologies And Managerial Intensity In U.S. Corporations: An Examination, Piyush Gulati, Arianna Marchetti, Phanish Puranam

Research Collection Lee Kong Chian School Of Business

Do digital technologies reinforce managerial hierarchies or, instead, make them less relevant? We propose that the answer to this question depends on the nature of the technology: specifically, its relative impact on managers' capacity to supervise and on subordinates' need for supervision. Applying this framework to collaborative work management (CWM) technologies that facilitate real-time collaboration, communication, and task coordination, we predict that the adoption of such technologies should reduce managerial intensity and increase decentralization in organizations. To test this prediction, we use a difference-in-differences design on a novel data set built from over 26 million job listings (Lightcast) and over …


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 Mar 2026

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 …


The Moderating Effects Of Executive Functions: A Multi-Level Analysis Of Daily Stress And Problematic Social Media Use, Wee Qin Ng, Hwajin Yang Mar 2026

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 …