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Full-Text Articles in Social and Behavioral Sciences

Several Us Trade ‘Deals’ Later, There Are Still More Questions Than Answers, Locknie Hsu Sep 2024

Several Us Trade ‘Deals’ Later, There Are Still More Questions Than Answers, Locknie Hsu

Research Collection Yong Pung How School Of Law

For ASEAN countries, the immediate question is not whether United States President Donald Trump’s tariffs are legal but how to get greater clarity about trade agreements, says SMU law professor Locknie Hsu.


The Social Evaluation Of Accents And Perceived Social Influence In Singapore: A Comparison Of American And Singaporean English Accents, Matthew H. S. Ng, Chi-Ying Cheng Sep 2024

The Social Evaluation Of Accents And Perceived Social Influence In Singapore: A Comparison Of American And Singaporean English Accents, Matthew H. S. Ng, Chi-Ying Cheng

Research Collection School of Social Sciences

Accents are an important differentiator between groups which influence social perception and interaction, especially in a diverse country like Singapore. Social identity theory suggests that individuals would exhibit favoritism towards their own accents. However, the accent prestige theory demonstrates instances whereby foreign accents are perceived as more prestigious than one's own accent and are associated with more positive characteristics. This paper sought to explore which of these two theories is more prevalent in Singapore by comparing the perceptions of American English accents and local Singaporean English accents along the competence-warmth paradigm of the Stereotype Content Model. Further, the current research …


Urban Heat And Within-City Residential Sorting, Stefan Borsky, Eric Fesselmeyer, Lennart Vogelsand Sep 2024

Urban Heat And Within-City Residential Sorting, Stefan Borsky, Eric Fesselmeyer, Lennart Vogelsand

Research Collection College of Integrative Studies

This study presents new causal evidence on how urban heat contributes to sorting within a city. We estimate a discrete choice residential sorting model that includes census-tract fixed effects and controls for open space and green coverage to analyze how differences in urban heat at the census-tract level influence the location choices of New York City homeowners given their race, ethnicity, and income. Our results show clear patterns of residential sorting, with whites and high-income households outcompeting other racial/ethnic groups and low-income households for housing in cooler neighborhoods. Our counterfactual exercise, inspired by Cool Neighborhoods NYC, reveals that heat-mitigation policies …


The Sacred Dimensions Of The Bri's Infrastructural Commons, Orlando Woods, David A. Palmer Sep 2024

The Sacred Dimensions Of The Bri's Infrastructural Commons, Orlando Woods, David A. Palmer

Research Collection College of Integrative Studies

Whilst the idea of infrastructure has animated scholarship for the past twenty years at least, there remains a need for more expansive understandings of what infrastructure is, and what it can be. The speed, scale and material disruptiveness with which many of the infrastructural megaprojects that constitute China’s Belt and Road Initiative (BRI) have been developed both underpin and validate this need. Whilst the effects of the BRI are both manifold and diffuse, all of them expose situations of infrastructural complexity. Rather than considering the BRI simply as the imposition of new material infrastructures on a landscape, we posit the …


Analyzing Racial Disparities In The United States Homeownership: A Socio-Demographic Study Using Machine Learning, Arya Farahi, Junfeng Jiao Sep 2024

Analyzing Racial Disparities In The United States Homeownership: A Socio-Demographic Study Using Machine Learning, Arya Farahi, Junfeng Jiao

Research Collection College of Integrative Studies

While increasing homeownership has been a focal point for policymakers in the United States, the distribution of access to homeownership opportunities across all families within the country has not been equitable. The complex relation between social factors and economic conditions has significantly shaped the journey toward homeownership. Of particular concern is the persistent disparity in homeownership rates among Black households in the United States. Effectively addressing these disparities within urban communities necessitates comprehensive policy interventions and social initiatives. However, the success of such endeavors hinges upon a comprehensive grasp of the underlying causes of these inequalities. Drawing upon machine learning …


Gain-Loss Domain And Social Value Orientation As Determinants Of Risk Allocation Decisions, Ming-Hong Tsai, Verlin B. Hinsz Sep 2024

Gain-Loss Domain And Social Value Orientation As Determinants Of Risk Allocation Decisions, Ming-Hong Tsai, Verlin B. Hinsz

Research Collection School of Social Sciences

People often make less risky decisions for themselves than others. We examined how people allocated risks (i.e., determining the ratio of uncertain outcomes to certain outcomes) between themselves and others. We also investigated gain (vs. loss) domain and social value orientation as predictors of risk allocations. The results of three experiments demonstrated that participants were more likely to share their risks equally between themselves and others than distribute risk unequally. In the gain (vs. loss) domain, participants allocated fewer risks to themselves and more risks to the other person for unequal risk allocations. Compared to proselfs, prosocials were more likely …


The Link Between People's Social Perceptions Of Cultivated Meat Eaters And Their Acceptance Of Cultivated Meat, Xiaoyu Dai, Angela K. Y. Leung, Mark Chong Sep 2024

The Link Between People's Social Perceptions Of Cultivated Meat Eaters And Their Acceptance Of Cultivated Meat, Xiaoyu Dai, Angela K. Y. Leung, Mark Chong

Research Collection School of Social Sciences

Low consumer acceptance emerges as one important barrier to the introduction of cultivated meat, a novel food which offers an opportunity for more sustainable and ethical meat production. Due to the motives for impression management and self-esteem, one factor that could contribute to people's acceptance of cultivated meat is their perceptions of other individuals who consume cultivated meat. In the current research, two online survey studies with 393 Singaporean undergraduate students and 401 American adults were conducted to explore the perceptions of cultivated meat eaters. In both studies, participants were randomly assigned to read one of three profiles that described …


To Whom Thou Art Bound: Bicultural Identity Integration Moderates The Influence Of Conspiracy Beliefs On Chinese Americans’ Ingroup Bias, Edison Tan, Chi-Ying Cheng, Angela K. Y. Leung, Sheila X. R. Wee Sep 2024

To Whom Thou Art Bound: Bicultural Identity Integration Moderates The Influence Of Conspiracy Beliefs On Chinese Americans’ Ingroup Bias, Edison Tan, Chi-Ying Cheng, Angela K. Y. Leung, Sheila X. R. Wee

Research Collection School of Social Sciences

Endorsing conspiracy beliefs about an outgroup typically fosters ingroup bias. However, the response of bicultural individuals to conspiracy theories about one of their ingroups remains understudied. We posited that bicultural individuals’ display of ingroup bias in such situations hinges on their levels of bicultural identity integration (BII). Two studies involving Chinese American participants revealed that conspiracy beliefs about China were associated with lower Chinese ingroup bias among those with higher BII levels. In Study 1, high BII Chinese Americans who endorsed conspiracy theories about China reported less favorable perceptions of the Chinese ingroup, but not among low BII Chinese Americans. …


Enhancing Asean-Eu Relations Through Cultural Cooperation: Realities And Unexplored Potential, David Ocon, Lluís Bonet Sep 2024

Enhancing Asean-Eu Relations Through Cultural Cooperation: Realities And Unexplored Potential, David Ocon, Lluís Bonet

Research Collection School of Social Sciences

Multilateral cultural exchanges are important to foster mutual understanding and address global challenges. With data gathered through historical analysis, targeted surveys, and expert interviews, the study provides targeted recommendations for policymakers in ASEAN and the EU in developing sustainable cultural cooperation at the multilateral level. How can culture serve as a bridge between Southeast Asian and European societies? How can multilateral cultural cooperation strengthen ASEAN-EU ties and complement existing bilateral cultural cooperation? How can culture support other forms of cooperation?


Associations Of Household And Neighborhood Contexts And Hair Cortisol Among Mexican-Origin Adolescents From Low-Income Immigrant Families, Ka I. Ip, Wen Wen, Wei Xiang Sim, Shanting Chen, Su Yeong Kim Sep 2024

Associations Of Household And Neighborhood Contexts And Hair Cortisol Among Mexican-Origin Adolescents From Low-Income Immigrant Families, Ka I. Ip, Wen Wen, Wei Xiang Sim, Shanting Chen, Su Yeong Kim

Research Collection School of Social Sciences

Although neighborhood contexts serve as upstream determinants of health, it remains unclear how these contexts “get under the skin” of Mexican-origin youth, who are disproportionately concentrated in highly disadvantaged yet co-ethnic neighborhoods. The current study examines the associations between household and neighborhood socioeconomic status (SES), neighborhood racial–ethnic and immigrant composition, and hair cortisol concentration (HCC)—a physiological index of chronic stress response—among Mexican-origin adolescents from low-income immigrant families in the United States. A total of 297 (54.20% female; mage = 17.61, SD = 0.93) Mexican-origin adolescents had their hair cortisol collected, and their residential addresses were geocoded and merged with the …


Do Pedestrian Safety Improvements Affect Older Adults' Health And Social Outcomes Equitably? A Quasi Experiment In Singapore, Shin Bin Tan, William Tov, Paulin Tay Straughan Sep 2024

Do Pedestrian Safety Improvements Affect Older Adults' Health And Social Outcomes Equitably? A Quasi Experiment In Singapore, Shin Bin Tan, William Tov, Paulin Tay Straughan

Research Collection School of Social Sciences

Pedestrian-friendly neighborhoods are believed to encourage greater social participation, community engagement, and sense of social inclusion, which are important to older individuals at higher risk of being socially isolated. However, most studies on neighborhood walkability, social participation and social inclusion are cross-sectional, making it difficult to robustly establish causal links. Much research on neighborhood walkability is also based in North America and Europe, leaving a knowledge gap on the impact of walkability within other geographic contexts. Furthermore, there is a lack of empirical evidence about whether benefits from traffic calming schemes are distributed equitably. To reduce these empirical gaps, our …


Commentary: No One Wants An Asian Nato, Except Japan’S New Pm Ishiba, Benjamin Ho, William A. Callahan Sep 2024

Commentary: No One Wants An Asian Nato, Except Japan’S New Pm Ishiba, Benjamin Ho, William A. Callahan

Research Collection School of Social Sciences

In a joint commentary, SMU Professor of Political Science William A Callahan discussed the reluctance of Southeast Asian nations, excluding Japan under its new Prime Minister Shigeru Ishiba, to embrace a collective defense system aimed at countering China. They explained why Mr Ishiba's proposal for an Asian North Atlantic Treaty Organization (NATO) would benefit Japan, how it works in Europe, and why it is unlikely to gain strong support in Southeast Asia.


How “Ceremonial Openness” Prevents Organizational Change : An Analysis Of Corporate Earnings Calls In The Oil And Gas Industry, 2007–2020, Isak Ladegaard, Annika Marie Rieger Sep 2024

How “Ceremonial Openness” Prevents Organizational Change : An Analysis Of Corporate Earnings Calls In The Oil And Gas Industry, 2007–2020, Isak Ladegaard, Annika Marie Rieger

Research Collection School of Social Sciences

Incumbent firms resist change as they have much to lose if things go wrong. But inertia can also be costly, particularly in times of crisis. In a world on fire, does corporate transparency foster engagement with external threats to future organizational success? To answer this question, we conduct a mixed-methods analysis of 887 public earnings-calls meetings between executives, investors, and outside analysts from 24 major oil and gas companies in 2007-2020, a period marked by extreme weather events and increased popular and political pressure to slow global warming. We find that formal rituals that promote openness and debate to protect …


Nuanced Relationships Between Indices Of Smartphone Use And Psychological Distress: Distinguishing Problematic Smartphone Use, Phone Checking, And Screen Time, Yue Qi Germaine Tng, Hwajin Yang Sep 2024

Nuanced Relationships Between Indices Of Smartphone Use And Psychological Distress: Distinguishing Problematic Smartphone Use, Phone Checking, And Screen Time, Yue Qi Germaine Tng, Hwajin Yang

Research Collection School of Social Sciences

Recent theoretical and empirical accounts maintain that different indices of smartphone use—including problematic smartphone use, phone-checking, and screen time—tap distinct facets of smartphone use. This highlights the importance of disentangling potentially unique associations between facets of smartphone use and psychological distress outcomes. The present study examined fine-grained relationships between several smartphone-use indices and facets of psychological distress. Further, we probed whether sex modulated the relationships between smartphone-mediated behaviours and distress outcomes. Using structural equation modelling, we analysed data from young adults (N = 364) and evaluated the associations of smartphone-related behaviours—problematic use, phone checking, and overall screen time—with depression, anxiety, …


A Regulatory Focus Theory Perspective On The Dynamics Between Action And Power, Shereen Fatimah, Hun Whee Lee, Lance D.. Ferris, Henry R. Young Sep 2024

A Regulatory Focus Theory Perspective On The Dynamics Between Action And Power, Shereen Fatimah, Hun Whee Lee, Lance D.. Ferris, Henry R. Young

Research Collection Lee Kong Chian School Of Business

Building on the strong consensus that the experience of power motivates individuals to take action, prior research postulates a positively reinforcing cycle wherein taking action leads to power, which in turn leads to subsequent actions. Applying regulatory focus theory, we differentiate between promotion-oriented and prevention-oriented actions to develop a within-person theory of when and why promotion-oriented and prevention-oriented actions should relate to power, and vice-versa. Across two studies, we find that when employees engaged in promotive voice behaviors, they were more likely to experience a sense of power; this effect was amplified for employees with trait promotion focus. When employees …


From The Guest Editors: The Human Side Of The Future Of Work: Understanding The Role People Play In Shaping A Changing World, Jochen I. Menges, Lauren C. Howe, Erika Hall, Jon M. Jachimowicz, Sharon K. Parker, Riki Takeuchi, Abhijeet K. Vadera, Ashley Whillans, Susan K. Cohen Sep 2024

From The Guest Editors: The Human Side Of The Future Of Work: Understanding The Role People Play In Shaping A Changing World, Jochen I. Menges, Lauren C. Howe, Erika Hall, Jon M. Jachimowicz, Sharon K. Parker, Riki Takeuchi, Abhijeet K. Vadera, Ashley Whillans, Susan K. Cohen

Research Collection Lee Kong Chian School Of Business

For as long as there has been work, there has been a “future of work,” through humans’ ingenuity and drive to get things done easier, faster, and better. With the industrial revolution, efforts to shape a better future of work were dominated by improvements in machinery that soon led to fears that these machines might take away jobs from workers, enriching the rich and leaving the poor poorer (Allen, 2017). Later, John Maynard Keynes (1930) optimistically predicted technological unemployment (a net loss of jobs due to shifts in the nature of work outpacing the economy’s ability to redeploy talent) would …


Toward Equitable Micromobility: Lessons From Austin E-Scooter Sharing Program, Shunhua Bai, Junfeng Jiao Sep 2024

Toward Equitable Micromobility: Lessons From Austin E-Scooter Sharing Program, Shunhua Bai, Junfeng Jiao

Research Collection College of Integrative Studies

This study revealed the inequitable societal impacts of E-scooters on disadvantaged populations. The study conducted a population distribution analysis to compare the use opportunities and space intrusion burdens of E-scooter sharing on four vulnerable population groups in Austin, Texas. Nearly all minority population experienced fewer E-scooter use opportunities. Ten percent of the minority population waited for a disproportionately longer time before a disturbance could be resolved. Ten percent of the low-income population were in a disadvantaged position in high opportunities and moderate burdens. Twenty percent of the physically disabled population faced more moderate-level burdens. The result did not show significant …


Territorialising The Cloud Or Clouding The Territory? Volumetric Vulnerabilities And The Militarised Conjunctures Of Singapore's Smart City-State, Orlando Woods, Tim Bunnell, Lily Kong Sep 2024

Territorialising The Cloud Or Clouding The Territory? Volumetric Vulnerabilities And The Militarised Conjunctures Of Singapore's Smart City-State, Orlando Woods, Tim Bunnell, Lily Kong

Research Collection College of Integrative Studies

This article explores how the volumetric characteristics of cloud computing can create new expressions of territoriality, which in turn can reveal new axes of vulnerability and threat. Whilst recent work in political geography has sought to “locate” the cloud through analyses of data centre geographies and data-driven processes of smart urbanism, we look beyond the material plane and consider the amorphous territorialities of voluminous data instead. As much as these data are acted on by the legal-regulatory mechanics of the state in a bid to territorialise them, so too do these data volumes serve to cloud, and thus obscure, territory. …


Enhancing Stance Classification On Social Media Using Quantified Moral Foundations, Hong Zhang, Quoc-Nam Nguyen, Prasanta Bhattacharya, Wei Gao, Liang Ze Wong, Brandon Siyuan Loh, Joseph J. P. Simons, Jisun An Sep 2024

Enhancing Stance Classification On Social Media Using Quantified Moral Foundations, Hong Zhang, Quoc-Nam Nguyen, Prasanta Bhattacharya, Wei Gao, Liang Ze Wong, Brandon Siyuan Loh, Joseph J. P. Simons, Jisun An

Research Collection School Of Computing and Information Systems

This study enhances stance detection on social media by incorporating deeper psychological attributes, specifically individuals’ moral foundations. These theoretically-derived dimensions aim to provide an interpretable profile of an individual’s moral concerns which, in recent work, has been linked to behaviour in a range of domains including society, politics, health, and the environment. In this paper, we investigate how moral foundation dimensions can contribute to detecting an individual’s stance on a given target. Specifically, we incorporate moral foundation features extracted from text, along with semantic features, to classify stances at both message-and user-levels using traditional machine learning and Large Language Models …


Financing Just Energy Transitions In Southeast Asia: Application Of The Just Transition Transaction To Indonesia, Vietnam, And Philippines, Abhinav Jindal, Gireesh Shrimali, Bharat Gangwani, Rajiv B. Lall Aug 2024

Financing Just Energy Transitions In Southeast Asia: Application Of The Just Transition Transaction To Indonesia, Vietnam, And Philippines, Abhinav Jindal, Gireesh Shrimali, Bharat Gangwani, Rajiv B. Lall

Sim Kee Boon Institute for Financial Economics

This paper investigates the applicability of the Just Transition Transaction (JTT), initially developed as a financial mechanism for South Africa's energy transition, to Southeast Asian (SEA) countries, including Indonesia, Vietnam, and the Philippines, which heavily rely on coal. Utilizing South Africa as a reference case study, we deconstruct the JTT and develop a novel framework of necessary and conducive features for evaluating its suitability for supporting a just energy transition in SEA. Our findings suggest that the JTT is well-suited for Indonesia and Vietnam but not as well suited for the Philippines. Recommendations for specific research avenues in estimating baselines …


Deconstructing Ai Literacy For Librarians, Samantha Seah Aug 2024

Deconstructing Ai Literacy For Librarians, Samantha Seah

Research Collection Library

In this presentation, Samantha shares ways we can think about AI literacy - how it is similar and dissimilar from traditional information literacy, what we need to know about the mechanics of AI tools, and how SMU Libraries support the different users within the university in navigating the issues around artificial intelligence.


Essays On Aging, Health, And Labor Market, Lanjie Wang Aug 2024

Essays On Aging, Health, And Labor Market, Lanjie Wang

Dissertations and Theses Collection (Open Access)

This dissertation consists of four chapters on aging, health, and labor economics.

In the first chapter, we investigate the short-term impacts of unemployment on older workers in Singapore, a setting without public unemployment insurance. Using monthly panel data, we analyze dynamic impacts on income, spending, health, and subjective well-being over two years post-unemployment. We find substantial initial earnings losses with incomplete recovery, with income remaining 46.5% below pre-unemployment levels after 24 months. Despite this persistent income gap, consumption responses are modest and comparable to countries with strong social safety nets, suggesting robust self-insurance mechanisms. We observe increased retirement among married …


Digital Payments And Consumption: Evidence From The 2016 Demonetization In India, Sumit Agarwal, Pulak Ghosh, Jing Li, Tianyue Ruan Aug 2024

Digital Payments And Consumption: Evidence From The 2016 Demonetization In India, Sumit Agarwal, Pulak Ghosh, Jing Li, Tianyue Ruan

Research Collection School Of Economics

We study how consumer spending responds to digital payments, using the differential switch to digital payments across consumers induced by the sudden 2016 Indian Demonetization for identification. Usage of digital payments rose by 3.38 percentage points and monthly spending increased by 3% for an additional 10 percentage points in prior cash dependence. Spending remained elevated even when cash availability recovered. Robustness analyses show that the spending response is not driven by income shocks, credit supply, price changes, or consumers' moving to the formal market. We provide evidence that digital payments increase consumer spending due to subdued salience.


A Robust Optimization Approach To Mechanism Design, Jiangtao Li, Kexin Wang Aug 2024

A Robust Optimization Approach To Mechanism Design, Jiangtao Li, Kexin Wang

Research Collection School Of Economics

We study the design of mechanisms when the mechanism designer faces local uncertainty about agents’ beliefs. Specifically, we consider a designer who does not know the exact beliefs of the agents but is confident that her estimate is within ϵ of the beliefs held by the agents (where ϵ reflects the degree of local uncertainty). Adopting the robust optimization approach, we design mechanisms that incentivize agents to truthfully report their payoff-relevant information regardless of their actual beliefs. For any fixed ϵ, we identify necessary and sufficient conditions under which requiring this sense of robustness is without loss of revenue for …


Value Capture And Affordable Housing: Insights From Singapore, Sock Yong Phang Aug 2024

Value Capture And Affordable Housing: Insights From Singapore, Sock Yong Phang

Research Collection School Of Economics

To explain the role of value capture in Singapore’s progress, I will first provide some background information on Singapore and its housing sector. I will then take you on a journey back to the 1960s to show how we established our present institutional arrangements for land and housing. I will next describe how housing policies have evolved over the past six decades in response to changing contexts. Finally, I will conclude with the fiscal implications of successful value capture. Where relevant, I will indicate how Singapore’s policies align with George’s views.


Gradient Wild Bootstrap For Instrumental Variable Quantile Regressions With Weak And Few Clusters, Wenjie Wang, Yichong Zhang Aug 2024

Gradient Wild Bootstrap For Instrumental Variable Quantile Regressions With Weak And Few Clusters, Wenjie Wang, Yichong Zhang

Research Collection School Of Economics

We study the gradient wild bootstrap-based inference for instrumental variable quantile regressions in the framework of a small number of large clusters in which the number of clusters is viewed as fixed, and the number of observations for each cluster diverges to infinity. For the Wald inference, we show that our wild bootstrap Wald test, with or without studentization using the cluster-robust covariance estimator (CRVE), controls size asymptotically up to a small error as long as the parameter of endogenous variable is strongly identified in at least one of the clusters. We further show that the wild bootstrap Wald test …


Vertical Expansion In The Making: Planning Against Deindustrialization By Promoting "Industry's Going Upstairs" In Shenzhen, Qianqian Wei, Yong Zhang Aug 2024

Vertical Expansion In The Making: Planning Against Deindustrialization By Promoting "Industry's Going Upstairs" In Shenzhen, Qianqian Wei, Yong Zhang

Research Collection College of Integrative Studies

In recent years, industrial metropolises in China have experienced a surge in proactive planning initiatives aimed at developing high-rise industrial structures, commonly known as “Industry’s Going Upstairs (IGU).” This study argues that the IGU represents a distinct form of urban verticality that is neither motivated by capitalist speculation nor sustainability prompts but rather by local states’ intervention to ensure economic resilience and enhance innovation capabilities. This study presents the case of Shenzhen to demonstrate how the adoption of the IGU initiative is catalyzed by concerns over manufacturing sectors’ out-migration and the effects of volatile US-China relations on the city’s competitiveness. …


Segac: Sample Efficient Generalized Actor Critic For The Stochastic On-Time Arrival Problem, Honglian Guo, Zhi He, Wenda Sheng, Zhiguang Cao, Yingjie Zhou, Weinan Gao Aug 2024

Segac: Sample Efficient Generalized Actor Critic For The Stochastic On-Time Arrival Problem, Honglian Guo, Zhi He, Wenda Sheng, Zhiguang Cao, Yingjie Zhou, Weinan Gao

Research Collection School Of Computing and Information Systems

This paper studies the problem in transportation networks and introduces a novel reinforcement learning-based algorithm, namely. Different from almost all canonical sota solutions, which are usually computationally expensive and lack generalizability to unforeseen destination nodes, segac offers the following appealing characteristics. segac updates the ego vehicle’s navigation policy in a sample efficient manner, reduces the variance of both value network and policy network during training, and is automatically adaptive to new destinations. Furthermore, the pre-trained segac policy network enables its real-time decision-making ability within seconds, outperforming state-of-the-art sota algorithms in simulations across various transportation networks. We also successfully deploy segac …


Enabling Sustainable Freight Forwarding Network Via Collaborative Games, Pang Jin Tan, Shih-Fen Cheng, Richard Chen Aug 2024

Enabling Sustainable Freight Forwarding Network Via Collaborative Games, Pang Jin Tan, Shih-Fen Cheng, Richard Chen

Research Collection School Of Computing and Information Systems

Freight forwarding plays a crucial role in facilitating global trade and logistics. However, as the freight forwarding market is extremely fragmented, freight forwarders often face the issue of not being able to fill the available shipping capacity. This recurrent issue motivates the creation of various freight forwarding networks that aim at exchanging capacities and demands so that the resource utilization of individual freight forwarders can be maximized. In this paper, we focus on how to design such a collaborative network based on collaborative game theory, with the Shapley value representing a fair scheme for profit sharing. Noting that the exact …


Firm-Level Ai Ethical Awareness: Measurement And Effects, Yan Ma, Nan Hu Aug 2024

Firm-Level Ai Ethical Awareness: Measurement And Effects, Yan Ma, Nan Hu

Research Collection School Of Computing and Information Systems

With rapid integration of AI technologies into business operation, ethical issues associated with AI development, implementation, and deployment, has become increasingly conspicuous. An effective measure of firm-level AI Ethical Awareness (FAIEA) is crucial for both academics and practitioners to assess FAIEA efficiently. In this study, based on qualitative information in earning conference call, we construct and validate a firm specific measure of FAIEA. Upon establishing a reliable measure, we explore the determinants and consequence of FAIEA. We find Corporate Social Responsibility (CSR) engagement and the presence of a Chief Information Officer (CIO) as key determinants of higher FAIEA, suggesting the …